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1ª edición, 2004
Clasificación JEL: D74, D33, R13
D.R. Universidad Iberoamericana, A.C.
        Prol. Paseo de la Reforma 880
        Col. Lomas de Santa Fe
        01210 México, D.F.

Impreso y hecho en México
Printed and made in México



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académico asociado o adscrito al Instituto, con el fin de
explorar conocimiento útil para el diseño de políticas
públicas y la toma de decisiones en organizaciones
sociales.
Comentarios a esta serie son bienvenidos.
Para más información sobre esta serie, comunicarse a la
siguiente dirección electrónica: Arcelia.castillo@uia.mx




4
Economic Polarization and
          Governability in Mexico


Rodolfo De la Torre*

ABSTRACT                                               for understanding the radicalization of political
                                                                                                1
                                                       tension that culminated in social revolt .
The purpose of this essay is to assess                      The economic crisis of December 1994
alternative hypotheses regarding the origins of        and the eruption of the EPR in 1996 seem to
recent social rebellions in Mexico and to shed         confirm the association of an unfavorable
light on the theory that it was a severe rise in       economic performance with the violent
poverty and not social polarization that               challenge to political authority. By changing
preceded the origins of violent conflicts. A           the balance of power amongst economic
consequence of this belief has been that               groups, civil violence opens the opportunity for
                                                                                  2
attempts made by the Mexican Government to             changes in social policies . One particular form
deactivate the economic factors that, in their         of this concept considers the increase in poverty
view, led to social unrest did not necessarily         as the most important single variable behind
upgrade poverty-reduction policies.                    social rebellion. In this light, the 1994 crisis
      The complexity of issues that must be taken      and the stabilization policies it generated,
into consideration do not generate simple results,     avowed by market-oriented views, only
but the picture that emerges from the data shows a     --------------------
weak but steady economic recovery before the           * Director of the Sustainable Development and
Zapatista uprising. In this essay, several relative    Social Justice Research Institute at Universidad
deprivation and polarization indexes are calculated    Iberoamericana. De la Torre has been Editor of El
in order to appraise frustration and redistribution    Trimestre Economico, Professor of Economics at the
of power as theories for rebellion. There was no       Instituto Tecnológico Autónomo de México (ITAM),
                                                       and has taught Political Economy at El Colegio de
uniform trend that could be observed from
                                                       México, Centro de Investigación y Docencia
examining frustration indicators, but when             Económica (CIDE) and Universidad Nacional
relative deprivation is combined with economic         Autónoma de México (UNAM). Alicia Santana and
polarization and the resources of those with less      Dora Ordoñez are gratefully thanked for their helpful
income, the probability of an organized uprising       assistance in the calculation of distribution indexes.
                                                       1
increases significantly, as was the case before the       Rus (1995, pp. 71,72) states: "... economic and
Chiapas rebellion. It seems very likely that the       political conditions are at the root of the rebellion,...,
                                                       those conditions have deteriorated noticeably since the
main economic thrust that detonated civil              mid-1970s, most especially since the early 1980s."
violence was the polarization of income, even in       Dietz (1995, p. 33) adds: "The economic factors that
the case of the Ejército Popular Revolucionario        trigger the uprising affect all the country..." Serrano
(Revolutionary Popular Army). The evolution of         (1997, p. 92) concludes: "...radicalization was the
poverty-reduction expenditure shows that after         outcome of the compounded effect of deteriorating
four years of targeted programs and social             socio-economic conditions, a distinctive process of
                                                       polarization, and violent forms of repression".
rebellion, the poorest states continued to suffer on   2
                                                         Serrano (1997, pp.92, 93) adds: "...radicalization,
account of severe under-spending errors.               by significantly altering the correlation of forces
                                                       among traditional actors in Chiapas, has opened a
The uprising of the Ejército Zapatista de              window of opportunity for social change in the
Liberación Nacional (EZLN) (Zapatista Army             region....the zapatista movement, by changing the
for National Liberation), focused attention on         balance of power among regional actors, may have
declining economic conditions as a key factor          undermined the power of the local elite and could, in
                                                       the mid and long-term, help the process of social and
                                                       political change in Chiapas..." .

                                                                                                     5
worsened an already adverse situation for the           on this perspective, in order to understand civil
reduction of poverty. A logical conclusion              social upheaval, it becomes advisable to analyze,
would then be: the government being challenged          not only regional, but also national economic
should raise the quality of life of at least the        conditions.
poorest of its population by improving the                    Secondly, indigenous populations and
effectiveness of poverty-reduction programs if it       peasant resettlements more frequently since the
wishes to suppress some of the elements fuelling        1960’s and the increased flow of migrants and
social rebellion by non-violent means. It could         refugees to the region in the 1970’s and 80’s led
be said that poverty finally had become                 to growing and conflicting property claims. An
important enough to merit serious attention, as         already fragile structure of property rights was
it now represented a threat to the ability to           submitted to additional pressures by Presidential
govern .                                                Decrees that have attempted to redistribute land or
      The purpose of this essay is to show that it      create natural reserves, while local agrarian
is not conclusive that the decline in the standard      policies have made confrontations on overlapping
of living, in particular, an increase in poverty,       property claims more hostile. Finally, in 1992
preceded the origins of social revolt in Mexico.        the Constitutional Reform of Article 27,
Although, at the time of the uprising, very high        withdrew the right to claim land and increased the
poverty indexes are undeniable, it can be               amount of land that could be concentrated in the
                                                                                                       5
demonstrated that poverty plays a secondary role        hands of one person or contained in an ejido ; this
in generating social conflict and that it decreased     ruling, admittedly, resulted in uncertain and low
shortly before the Zapatistas resorted to armed         expectations of resolving land petitions but was,
confrontation. It is a different phenomenon, social     nonetheless, important for social stability. At the
polarization, which, in fact, is primarily associated   heart of the conflict were the quarrels over the
with the origins of organized civil violence.           control of scarce productive assets.
Therefore, an upgrade in poverty-reduction policies           Thirdly, to already-existing hardships,
would not necessarily mean success for the              arduous labor conditions and poverty in Chiapas,
Mexican Government in its attempts to deactivate        the late 1980’s brought sharp drops in subsidies
economic factors that could lead to social unrest.      and in the price of coffee. In addition, the
                                                        Programa          Nacional      de       Solidaridad
                                               3        (PRONASOL) (National Program for Solidarity)
THE ORIGINS OF CIVIL VIOLENCE IN CHIAPAS                operated a poorly targeted poverty-reduction
                                                        program which assigned a growing, but still
There is no simple, economic or political
                                                        insufficient budget aimed at improving social
explanation for the January 1994 rebellion in
                                                        conditions. A national policy which following
Chiapas. Neither the socio-economic conditions,
                                                        international prices determined the allotment of
the repression of the peasant and indigenous
                                                        resources –while compensations to the least
population nor the external influence of
                                                        profitable agricultural activities were made
religious groups and political activists per se
                                                        through public spending– was responsible for the
elucidate the complex interplay of factors that
                                                        changes in the price of coffee, the decrease in
lie beneath the causes for the organized rebellion.
                                                        subsidies and poverty-reduction allocations The
Clearly, many of the causes were economic and
                                                        result of this situation was that market forces and
political, but the weight that each one carried is
                                                        public      policies    greatly    influenced     the
not evident. However, several elements are helpful
                                                        redistribution of income at a regional and national
in understanding the economic characteristics of
                                                        level, a fact that could potentially explain the
the civil violence in Chiapas.
                                                        outburst of social revolt.
      In the first place, the Chiapas uprising has
                                                              Besides economic factors, other elements
not been an isolated or merely local, social
                                                        such as population pressures, inter-ethnic conflicts
movement. The stability of the Mexican
                                                        and religious confrontations have played an
countryside was damaged by the dismantling of
                                                        important part in explaining civil violence in
the Agrarian Reform and the decreasing
                                         4
participation of the State in rural life. Focusing
                                                        proportions with roadblocks and massive assaults
--------------------                                    on public offices".
3                                                       5
 This section is based on Serrano (1997).                 Even among ejidatarios, the concentration of land
4
  As Serrano (1997, p. 75) states: "Indeed, the         in a few hands was extremely high. In 1992, nation-
Chiapas uprising, while distinct in its methods and     wide, 5% of the ejidatarios owned 38.1% of all the
the content of demands, should also be seen within      land allotted by the Government for cultivation.
the context of mounting protest spreading among         Chiapas was the fifth most important culprit to this
agricultural producers. In Chihuahua, Durango,          type of control of land in the country. See Vélez y De
Coahuila and Jalisco this protest reached violent       la Torre (1993).

6
Chiapas. However, polarization and organization              Authority is the legitimate exercise of
are two non-economic factors that are at the base       power; it is a structure of rights through which
                                                                                                8
of social rebellion. In the indigenous                  the actions of others are controlled. Strictly
communities since the 1960’s, social groups that        speaking, and according to this definition, the
include the Catholic Church, Maoist activists,          EZLN did not represent a serious threat to the
indigenous groups defending property rights,            power of the Government, since its military
                                                                                 9
credit unions, civil rights activists, ejidal and       force was rather small. However, it was an
peasant organisations and external political            important challenge to the legitimacy of the
groups increased amongst the indigenous                 Government. The disavowal of its right to
communities an awareness of property, labour and        control, threatened to spread beyond Chiapas
civil rights and developed the foundation for           and undermine the consensus on which
coherent social movements.                              national authority rests; widespread sympathy
      Although the actual date of creation of the       and receptivity towards the Zapatista
EZLN remains unclear, the fact is that the              movement pointed in that direction.
organizational basis for civil violence was                  But why is a government’s legitimacy to
present well before the 1994 uprising, possibly         control revoked by force? There are at least
since the mid-1980’s. The strength of the               three possible explanations to this question:
mounting social protests in Chiapas was                 declining economic conditions, the frustration
increased by elements resulting from the 1982           of expectations and the redistribution of
                                                               10
incursions of the Guatemalan Army into Mexico           power.
and by the Central American crisis, all of which
produced an increase in the militarization of the
region and indiscriminate political repression.         DID SOCIAL REVOLT OCCUR WHEN ECONOMIC
                    6
By the early 1990’s the presence of the Mexican         CONDITIONS WERE DECLINING ?
Army and the appointment of Governors with
little regard for human rights, had blocked the         Common sense suggests that civil violence is
hopes of attaining a peaceful economic reform or        more likely to occur when the living conditions
a political change in the region. Conditions had        of a given population are deteriorating. Authors
deteriorated to such an extent that in January          like Marx considered that the descent of the
1994 the EZLN rose up in arms against the               people’s standard of living, would increase the
Government.                                             probability of social rebellion: the escalating
                                                        impoverishment of the proletariat under
                                                        capitalism would lead workers to become
VIOLENT R EPUDIATION OF AUTHORITY                       conscious of their interests and revolt. However,
                                                        in Marx's case and in other instances –like the
In essence, the Government’s authority over a           French Revolution, the student riots in 1968, the
specific region of Chiapas was violently                overthrowing of the Sha in Iran, the post-Stalinist
disowned by the 1994 Zapatista movement.
However, if we take into account that the EZLN
                                                        Liberacion Nacional in September 1997, confirm the
is not just a local movement but also the               wider impact of the rebellion.
embodiment of a broader protest, its challenge,         8
                                                          See Coleman (1990 p. 466, p.68): "Authority systems
in the national context, meant the repudiation of       are structures of rights. Those rights have the social
the authority of both Local and Federal                 character that all rights have: They exist through a
              7
Governments.                                            consensus of the relevant actors, that is, all those who
                                                        are part of the system. In the case of an authority system,
                                                        this consensus is what we meant by legitimacy of
--------------------                                    authority". Coleman identifies government authority as
6
  As Serrano (1997, p. 91) points: " In an important    an involuntary transfer of rights from the individual to
sense, the interplay between peasant protest and        other agents because, in general, individuals are born
grassroots repression bolstered the radicalisation of   in societies where a consensus on rights already exists.
the movement, tilting the balance in favour of armed    If rights to control actions are held by the person, this
resistance".                                            allocation of rights is self policing "...because it places
7
  The fact that the Zapatista revolt goes beyond        rights of control in the hands of that actor with de facto
local demands is confirmed by the introduction of       control.... But that is not true for any other
problems like national democracy, NAFTA and             allocations...In other words, authority that is not
Constitutional Reforms in the early stages of peace     voluntarily vested by an actor in another must be
negotiations. But even without the self-proclaimed      backed by coercive power if it is to be enforced".
                                                        9
national character of the Zapatista movement,               Only five out of more than 2395 municipios
massive demonstrations and meetings, like the           (municipalities) in Mexico were briefly occupied by
Convencion Nacional Democratica, held in August         zapatista forces.
                                                        10
1994, or the formation of the Frente Zapatista de          See Coleman ( 1990, pp. 470-502)

                                                                                                      7
Figure 1
                              Real GDP and private consumption per capita growth rates (%)
      6



      5



      4



      3



      2



      1



      0
                       1989     1990             1991               1992                                    1994
                                                                                       1993
     -1


                                       GDP per capita   Private consumption per capita

Source: OECD (1997), CEPAL (1995)
dissidence in the Soviet Union, the workers'             showed an improvement in living conditions.
movement in Poland in the 1980’s and the South           Table 1 presents several measures of the standard of
                                                               13
African rebellion– this hypothesis has received          living before and during the year of the Zapatista
little factual support since sometimes an                uprising.
improvement in economic conditions precedes
social uprisings. When poverty rises, the                                           Table 1
population appears to sink into increased                 Standard of living
passivity. However, does the decline in                                                       1984   1989   1992   1994
                                                          indicators*
economic conditions explain the Zapatista                 National income per capita      397.67 485.69 565.91 603.29
uprising? Did living conditions worsen in                 National consumption
                                                                                          286.75 435.99 504.56 522.65
Mexico just before the EZLN revolt?                       expenditure per capita
      Although the Salinas Administration had a           Rural income per capita         241.51 258.57 231.41 244.75
disappointing record of growth, it did manage,            Rural consumption
                                                                                          172.56 236.14 221.1 216.51
                                                          expenditure per capita
almost every year (see figure 1), to get real             Poverty (individuals,
increases in GDP and private consumption per                                                   -      -     52.6   55.6
                                                          official method)
       11
capita . In 1993 GDP per capita growth was a              Extreme poverty
                                                          (individuals, official               -      -     22.5   21.1
mere 0.1% and private consumption per capita              method)
          12
fell 0.3% . Nevertheless, it is unlikely that such        Rural poverty
small changes in GDP and in private                       (individuals, official               -      -     65.0   72.0
                                                          method)
consumption per capita deteriorated living                Rural extreme poverty
conditions drastically and generated the rebellion.       (individuals, official               -      -     35.6   36.8
If this hypothesis were true, the 1984-1989               method)
period, when GDP per capita fell 4.8%, would              Human Development
                                                                                          74.8a 75.7b         -    77.1c
                                                          Index
have been a much more likely time for civil
                                                         Source: Cortés et al. (2002) and my own calculations with
violence.                                                information from ENIGH, 1984-89, INEGI. UNDP (2003)
      Information at household level, which              * Income and expenditure in 1994 pesos.
computes available net income, non-monetary              a- 1980 b-1990 c-1995
consumption and other development indicators
                                                              The picture that emerges from this data
--------------------                                     does no correspond to an astonishing economic
11
   Figure 1 shows the evolution of GDP and               catastrophe that would be likely to provoke
consumer spending per capita calculated using the
new 1993 base. This base uses new weights for            --------------------
                                                         13
output by sector, it is not just a price adjustment.       In August 2002 the Mexican Government announced
12
   OECD ( 1996) calculated with the GDP base             an official method for the measurement of poverty. In
1993 and a population growth rate of 1.8%                Table 1 extreme poverty is obtained in the official
according to ECLAC (1995). Quarterly data shows          method with the lowest poverty line. The Human
that GDP per capita fell 5.96% from the second to        Development Index is the simple average of life
the third quarter, but grew 8.6% towards the end of      expectancy, educational level attained and GDP per
the year. However, such sudden changes are               capita indicators, and in Table 1, HDI is calculated
explained by production seasonality.                     using the same method each year.

8
civil violence. The information shows a weak            through unemployment or real income
but steady economic recovery in consumption             indicators.
and expenditure; even extreme poverty                         Another form of frustration involves relative
diminishes before the beginning of the revolt.          deprivation as when there is a rapid improvement
From 1984 to 1994 real income per capita grew           in the economy some conditions improve more
51.7%, real consumption per capita expanded             rapidly than others. Those for whom conditions
82.2%, although general poverty increased 3             are not improving very quickly see others doing
points. It is important to point out that rural         much better and they feel left behind; frustration
poverty, general or extreme, increased from             emerges which leads to a revolt. To detect
1992 to 1994. On the other hand, the Human              relative deprivation, the evolution of a group’s
Development Index (HDI), which measures the             economic conditions should be compared to the
average achievements in a country with respect          average or to the conditions of other groups.
to longevity, education and standard of living,               A final form of frustration arises when
increased 1.8% from 1990 to 1995.                       improved economic circumstances lead people
                                                        to expect a parallel increase in political power,
                                                        an advance that does not materialize. From this
FRUSTRATION OF EXPECTATIONS?                            perspective, the divergence amongst the
                                                        different aspects of personal conditions is also
An alternative explanation to armed rebellion           responsible for creating the gap between actual
corresponds to increased frustration. The               and expected outcomes. Political repression
subjective perception of those subordinated to          amidst a period of economic recovery is an
authority, which differs from the outlook of            indicator of this kind of inconsistent
external observers, is the focal point of this          expectations.
hypothesis. From the point of view of those                   A weakness of the frustration theories of
involved in a revolt, things are getting worse,         revolt is that frustration is a characteristic of the
while that of the external observers’ is that they      individual while a rebellion is a social
are improving. Aggression would be the                  phenomenon; simple congregation of frustrated
outcome of falling short of an expected result, a       individuals does not account for organized
situation that, in turn, would lead to revolt.          revolt. An armed response to governmental
      There are several ways to define the kind of      authority, such as the EZLN uprising, is not the
frustration that would lead to disowning                sum of spontaneous individual riots, but the
authority. In the first place, an improvement in        outcome of a highly organized and carefully
economic conditions brings about rising                 planned social movement. However, frustration
expectations, since the possibility of an improved      could account for the population’s response to a
standard of living seems to become something            revolt.
real. But, people’s expectations grow at a faster             Organized       leadership     creates      the
rate than their actual living conditions. As a          opportunity for a social uprising, but the
consequence, the gap between prospects and the          probability of supporting, or even participating
objective state of affairs widens resulting in people   in a revolt, would depend on the level of
viewing reality with increased frustration.             frustration of expectations. Frustration is a
Although, this emotion originates with a simple         requirement at the individual level for a revolt to
discrepancy between expected outcomes and               occur or for supporting the rebels. But, the
results, it can be compounded with the fact that        question is, was there growing frustration
the authorities could be behind the creation of         amongst the population just before the Zapatista
unfulfilled expectations. If this is the case, the      uprising?
discrepancy between the Government economic                   It could be said that the Salinas
forecasts and actual performance would be an            Administration was a period of increased
index of the kind of failure of expectations            expectations. After a closely-contested election,
mentioned.                                              Salinas lost no time in offering results that backed
      A situation which creates a gap between           his market-oriented promise of economic
expectations and objective conditions is a              development. In 1990, the Brady Plan helped to
second form of frustration that occurs when a           reduce foreign debt and from 1989 to 1992 the
short-term setback, such as a recession or a            fiscal deficit was turned into a surplus:
sudden rise in prices, interrupts economic              macroeconomic             policies        eliminated
recovery. From this perspective, price or               hyperinflation, the deregulation of domestic
quantity shocks are searched for in a period of         economic activity was broadened by the
general economic development just before the            Government and, from 1990 to 1991 foreign
revolt; this kind of setbacks could be detected


                                                                                                  9
investment more than tripled. Indeed, the            significant change in private investment. On the
prospect of economic stability and structural        other hand, the idea of gradual and future
reform brought massive amounts of foreign            improvements in labor-intensive industries was
capital, strengthening the view that there would     introduced by NAFTA negotiations, but, for a
be fewer constraints to financing future             time, private investment was held up awaiting
economic development.                                the ratification of the agreement by a new U.S.
     Other reforms achieved mixed results. For       Administration.
instance, several Tax Reforms reduced the fiscal           In Mexico, Salina's present image is
burden on middle income groups, such as the          severely tainted by the record of his last year in
1993 cut in VAT, a purchase tax that excluded        office: the guerrilla uprising, political
food; however, the tax base was extended.            assassinations and his contribution to the
Thus, the future benefits that people expected       “December Crisis”. Allegations of corruption
from this Fiscal Reform became part of the           did not improve his reputation. However,
rather abstract idea of healthy public finances.     before the Zapatista rebellion, Salina's
Another example was PRONASOL, which                  Administration was very successful in raising
gradually increased social spending policies for     expectations and in convincing Mexicans and
the poor, but whose target was erratic as the        foreigners to risk their resources on them. It
limited resources of the program and its lack of     seemed that only a momentous shock, which
explicit criteria for selecting recipients, caused   was nowhere in sight, would prevent the
persistent uncertainty amongst possible              Mexican economy from obtaining the necessary
               14                                                                              15
beneficiaries.                                       resources to achieve continuous growth.
                                                Figure 2




       Source: OECD (1997)                                The collapse of oil prices in 1982 and
                                                     1985 was a determining factor in the sudden
     A final group of reforms brought more           changes that occurred in economic variables.
expectations than results, such were the cases of    During those years the Mexican economy
the Agrarian Reform and of the North American        received severe shocks in its terms of trade that
Free Trade Agreement (NAFTA). The 1992               resulted in the deterioration of fiscal and debt
Reform of Article 27 purported to inject a           imbalances. However, no such changes
significant amount of new investment into the        occurred during the Salinas Administration
agricultural sector by protecting and increasing     and such sources of potential instability
property rights, but the reform did not yield a      disappeared. On the other hand, the
--------------------
14
   PRONASOL did not publish its objectives and       --------------------
                                                     15
policies as other Government programs did. It did       It is symptomatic that well-argued warnings of
not disclose detailed information about the          unsustainable current account deficits did not have a
allocation of resources until its last year of       significant effect on foreign investment until it was
operation.                                           too late.

10
combination of a more open economy and                                                Table 2
adverse terms of trade generated price shocks
particularly in the agricultural sector, which            Frustration indicators             1984    1989 1992 1994
was already falling behind behind the rest of the
                                                          GDP growth gap                     -0.6*   0.2     3.5   3.2
economy (see Figure 2).
                                                          Coffee prices        (dollars   per 1.456 0.892
      Setbacks in the terms of trade clearly              pound)                                b     d
                                                                                                          0.633 0.699f
existed before the Zapatista movement, but
                                                          National open unemployment          4.4    2.8     3.8   3.9
they were minor compared to the 1986 terms of
              16                                          Income share of the poorest
trade shock; it is difficult to attribute social          20% (national)
                                                                                             4.83    4.39   4.28   4.35
revolt to such changes. More important was the            Income share of the poorest
                                                                                             5.36    5.38   5.47   6.13
relative deprivation of people related to                 20% (rural)
agriculture, since Constitutional changes to              Relative political power           100a 98.6c 101.6 102.8f
property rights and the negotiation of NAFTA              Relative human                                    217,0
                                                                                              N/A    100e         189f
intended to foster rural development and labor-           rights complaints**                                 0
intensive production. Real earnings of people
in the agricultural sector, were relatively lower       Source: My own calculations with information from PND,
                                                        CEPAL, ENIGH-INEGI, Foweraker (1995), OECD and
than in any other sector. In this light, it makes       National Commission for Human Rights..
sense to consider the Chiapas uprising as part          * Based on the 1982 estimate of economic growth
of wider rural discontent as expectations were          **1989=100
                                                        a-1983, b-1985, c-1987, d-1990, e-1991, f-1993
consistently generated and frustrated.
      Other indicators show additional grounds
for increased frustration (see Table 2).                Relative deprivation in agriculture was a source
Government forecasts at the beginning of the            of frustration, but it is important to comment
                                                        that it did not translate into the relative decline
Salinas Administration considered a gradual
increase in GDP growth. However, the gap                of the poorest 20% of the population. From
between expected growth and actual growth               1992 to 1994 this group increased its real
widened. In 1993 the National Development               income 1.6 points above the national average.
Plan fell short by almost 6 points in its forecast      Thus, relative deprivation is not an evident
of actual growth. On the other hand, one of the         phenomenon since, according to some methods
factors frequently associated with the Chiapas          of measurement, in fact, even decreased.
uprising, as shown in Table 2, was the drastic          Another tool that provides information that
                                                        contradicts the hypothesis of increased
fall of coffee prices from 1985 to 1992.
Although, these picked up slightly from 1992            frustration is the evolution of the Index of
to 1993, the result was ambiguous since,                Political Power in relation to economic
although some relief was brought to coffee              conditions. To construct this Index, the
                                                                                                      18
producers, the increases probably did not live          recoded Humana Index of Political Rights is
up to their expectations.                               divided by the GDP Per Capita Index; from
      A decline in employment was another factor        1987 to 1993 there was a relative increase in
associated with frustration. The end of a brief         political and civil rights. There was no
                                                        stagnation of gains in political power amid
recovery       (1989–1991)      raised       urban
unemployment rates to 3.7% in 1993;                     economic recovery, on the contrary, when
unemployment in the rest of the country showed          economic growth was very low, there was
the same trend. The 2.3% annual increase of             slight progress in the protection of political
population that reached working age plus a              rights.
growing participation rate in the labor
        17
market resulted in a growing number of                  --------------------
people frustrated by the lack of employment             18
                                                           The Humana Index is calculated by scoring forty
opportunities.                                          questions on political, civil and social rights. All
                                                        Humana questions are drawn from the Universal
                                                        Declaration of Human Rights. The recoded Index
                                                        includes only civil and political rights as freedom
                                                        from torture, freedom from serfdom, freedom from
                                                        political censorship and freedom for multiparty
                                                        elections. The maximum score is 100 for complete
                                                        protection of rights (See Foweraker, 1995). The GD P
--------------------                                    Per Capita Index is calculated according to the 1980
16
  That year oil prices fell 24.3%.                      base. The Index of Relative Political Power is set at
17
  Participation rates rose by a strong 0.5 points per   100 for 1983. For 1993 the Humana index of 1992 is
year between 1991 and 1995 according to OECD            used assuming no changes in political and civil
calculations.                                           rights have occurred.

                                                                                                            11
Another indicator of relative political            governmental authorities is usually dearly
power is the number of complaints related to             paid for by the leaders of the revolt, although
human rights violations per capita divided by            not so much by the rest of the rebels.
the GDP per capita. The Relative Human                         The benefits of participating in organized
Rights complaints index shows an actual                  civil violence are those associated with the
decrease from 1992 to 1993 confirming that               change of regime. Some examples of this are:
before the Zapatista uprising, there was no loss         increased economic resources, redistribution of
of civil rights with respect to economic                 existing income and wealth, political power or
performance.                                             legal concessions. These benefits are almost
      There is no uniform trend in frustration           independent of an individual's participation in
indicators. There is evidence of rising                  the rebellion. However, a second set of rewards
expectation and price and quantity setbacks, but         such as a position in the new structure of
it is difficult to conclude that there was an            authority does depend on the individual's
imbalance between political power and economic           participation in the revolt and on its success.
conditions. On the other hand, relative                  This type of rewards are scarce and selective
deprivation increased but it was a phenomenon            and are not widely inclusive; it constitutes the
related only to a particular sector, not exclusive       set of reciprocal reinforcements of individuals
of the national or rural poor.                           acting together and sharing the same goals that
                                                         promote wider, collective action. Ideology
                                                         provides the setting that allows closely
REDISTRIBUTION OF POWER                                  associated individuals to generate rewards that
                                                         are not conditioned by the expected success of
A third explanation of social revolt defines             the revolt. This last kind of benefits involves
organized rebellion as a rational action                 lower costs and adds to the subjective rewards
dependent on the expected net gains resulting            of working towards the realization of the
from engaging in civil violence. In turn, the            common vision.
expected net gains depend on the costs of                      Some rebellions become revolutions with
participating in social rebellion, on a                  mass participation, but the activists of organized
significant change in political and economic             civil violence usually constitute only a small
conditions being gained when governmental                part of the population. This set of individuals
authority is successfully challenged and on the          not only finds a net benefit in snatching the right
perceived probabilities of such success. It is           to control their actions away from the
rational for an agent to engage in social revolt         government but also in investing time and
or at least to support it when net gains                 resources in building and expanding an
obtained from disavowing authority and the               organization capable of finding an alternative to
probability of successfully doing so are high            the actual exercise of authority. This net benefit
     The costs of participating in a rebellion are       surpasses the net gains of continuing to regard
the time and resources sacrificed in order to            the actual power structure as legitimate.
join organized violence; these opportunity-              Authority is divested when individuals no
costs are generally low for those in extreme             longer believe that a government can, or will,
poverty. However, a more important set of                provide a social order that generates and
costs involves the penalties enforced by the             distributes beneficial rights and economic results
authorities, or by their supporters: arrest,             of a superior nature than those that a successful
confiscation of resources, torture or even dead          revolt can probably provide.
                                                19
may be the price paid for armed rebellion.                     The      estimated        probability      of
These possible consequences usually                      generating an actual change depends on
discourage individuals in extreme poverty,               how the power of the rebel force against
as they tend to be more averse to risks                  that of a government is perceived. This
that could result in potential losses or that            power, in turn, depends on the number of
could endanger their lives. 20 Another                   individuals that find a net gain in their
consideration is that, if the rebellion is               investment in the rebellion and in
unsuccessful, the expected punishment by                 challenging authority; as contagious effect
                                                         can be generated if a great many persons
                                                         join the revolt. On the other hand, if a
--------------------
19
   These costs may be low in the initial stages of the
                                                         government is perceived as weak in its
revolt if public opinion curbs human rights              exercise     of     power,       the    estimated
violations or the use of force to confront the rebels.   probability of a successful revolt increases;
20
   See Levy (1994, p.67)

12
not only its net gains look more attractive             the basis for revolts. In organized civil
than those of the vacillating authority, but            violence, even when dissatisfaction is
also its punitive ability is seen as                    decreasing, if there is a credible threat to
diminishing. The relative net value for a given         governmental authority, there will be
probability of success is hoisted by both these         grounds for support and involvement. A
factors as it nourishes itself in that this             feeling of frustration will persist if even in
perception in turn increases the number of              the presence of a strong challenge, the
individuals willing to participate and invest in        regime remains in power. However,
the revolt and this again raises its estimated          frustration and redistribution of power are
probability of success.                                 better seen as complementary explanations
      Taking      into    account    the above          for     rebellion.     This     view     regards
explanation, an improvement in economic                 insubordinate actions as the product of
conditions might increase the revolt's                  dissatisfaction with the existing social order
perceived chances of success for it would add           and the belief that revolt against it will be
power and resources to those attacking the              successful, but frustration by itself is not
status quo. The effect of improved conditions
                                                        the cause of organized civil violence. So the
may be as well to strengthen the belief in the
                                                        question that now arises is: Are there
potential success of those opposed to
government authority among the population               grounds for believing that before the
as a whole, unless the improved conditions              Zapatista uprising took place, the potential
greatly reduce dissatisfaction and thus                 net gains of a revolt were increasing by
undermine the evaluation that the regime is             comparison to the those provided by the
worse than one that might replace it. From              status quo maintained by the Government ?
this perspective, it is not important for the                There is ex post evidence that the existing
rebels to convince the entire population of the         conditions were adequate for the EZLN to
benefits of an alternative regime, but rather to        emerge. The costs of the rebellion in the first
make certain that they themselves are regarded          year of its uprising were significantly reduced
by the population as powerful. Popular                  by decreasing poverty, additional resources for
support will flow, not on the grounds of ethic          low-income groups, a more active human
considerations, but on the actual possibilities         rights defense and the pressure of national and
of gaining the right to exercise legitimate             international public opinion. The highly
        21
power. What matters in a social revolt is the           organized nature of the EZLN consisting of
people’s belief regarding the relative power of         "professional soldiers", an army of peasants, the
the antagonists and about what will happen if           Comité Clandestino Revolucionario Indígena
they support one side or the other. However,            (Clandestine      Indigenous      Revolutionary
                                                                                                        22
how the general population feels about the              Committee) and a Communal Assembly
revolt is not irrelevant, since it will determine       shows a lower opportunity cost for investing
if the rebels are able to move freely within the        resources in the rebellion. On the other hand, a
areas of conflict; to achieve unimpeded actions         world-wide press coverage of the military
only passive support is necessary, not the              mobilizations in Chiapas prompted a stop to
sharing of abstract goals.                              an armed "solution" that was led by human
     The theory of redistribution of power can          rights concerns and by pressures brought on by
dispense with the explanation of frustration as         public opinion. Two weeks after the uprising,
                                                        the Federal Government conceded a "unilateral
                                                        truce" that formally reduced the sanctions for
                                                        the rebel forces that took part in the conflict.
--------------------
21
   Why did the EPR not win as much popular
                                                        The costs of participating in the revolt did not
support as the Zapatistas? Both movements emerged       vanish as the Government broke the truce in
in poor States and involved similar claims. One         February 1995. However, in 1996, a law
element that could explain this phenomenon is the       granting amnesty to rebels willing to negotiate
relative weakness of the new rebels in comparison to    and withdraw from the armed conflict was
the EZLN. At the beginning of the social uprising,      decreed. The costs of an unsuccessful rebellion,
the Zapatistas invaded four municipalities, declared
                                                        if the rebels surrendered, were practically
war on the Federal Government and established a
stronghold in the Selva Lacandona (Lacandonan           reduced to zero by this law.
Jungle). EPR actions, on the other hand, were
intermittent and geographically disperse. It did not
embody a credible threat to governmental authority      --------------------
                                                        22
and also were not regarded as a viable alternative to      See Gunther Dietz (1995) for a more detailed
the exercise of legitimate power.                       accountof the organizational nature of EZLN.

                                                                                              13
The benefits of revolting also seem clear ex         Ex post, the characteristics of the revolt
post: six weeks after the Zapatista uprising, the         were consistent with the redistribution of power
                                                                 24
Federal Government was at the negotiating table           theory . But what about ex-ante indicators?
during the Jornadas por la Paz y la                            It is very difficult to gather data regarding
Reconciliacion (Conference for Peace and                  the costs and benefits of a prospective revolt.
Reconciliation) with 32 proposals in reply to the         Not only there is little evidence about the
                                      23
34 initial demands of the rebels . A special office       actual expenses and expected returns of a social
that would hear indigenous claims was set up,             uprising in its stages of formation, but much of
and in 1995, the share in poverty-reduction               the information, that influences the decision of
expenditure for Chiapas was almost doubled. The           an individual to participate, is subjective.
Government was ready to discuss legal changes             Which is the set of rewards that potential
for the indigenous communities, an Agrarian               rebels perceive as an alternative to the
Reform at a national level, and new electoral and         economic and political status quo? How
justice laws at a local level. The San Andrés             much relative power in the revolting
Larrainzar Accords included the autonomy of the           coalition is apprehended by individuals?
indigenous communities. In 1997, in a mass                However, if the theory of redistribution of
demonstration in Mexico City the creation of the          power aspires to be more than an ex-post
Frente Zapatista de Liberación Nacional                   rationalisation of organised civil violence, it
(FZLN) (Zapatista Front for National                      must justify itself with, at least, some
Liberation), the political branch of the EZLN,            indirect evidence on the probability of a
was announced; several supporters of the                  revolt.
Zapatistas, who at one time had been jailed,
became leaders of the new organization. The
uprising obtained the Government’s non-                   REBEL IDEOLOGY, RELATIVE
repressive attention, resources, legal concessions,       DEPRIVATION AND POLARIZATION
political power and the necessary conditions for
developing ideological ties amongst their                 Under reasonable assumptions, income
supporters.
                                                          distribution indicators, albeit not the
           It was now obvious, that the EZLN had the
                                                          traditional ones, can provide indirect
capacity to mobilize men and resources for violent
and peaceful tasks. From the initial military             information about the expected economic
mobilizations to the creation of the FZLN, the            gains of a revolt and its probability of
Zapatistas image was that of a unified group              happening. The starting point is the idea
which had become a powerful challenge to
authority. Even though the militarily capabilities        --------------------
of the Zapatistas were no match for the Mexican           24
                                                              There is more evidence that conforms to the
Army, it was clear that the charisma of EZLN              redistribution of power theory. Coleman (1990, pp.
was able to attract press coverage and public             500-502) indicates that the rebels' optimal strategy
attention, thus, drastically reducing the                 involves early success in displaying power; severe
                                                          punishment for acting in support of the other side; not
possibility that force would be used against them.        engaging in indiscriminate terror; demonstration of
Weaknesses in Government policies in detecting            the weaknesses of the authorities; seeking external
and dissolving the rebellion, are evident today:          support; an utopian ideology that challenges
the National Security co-ordination was impaired          authority; incorporation of existing grievances of the
when an experienced Secretary of the Interior,            population into proposals and isolation of potential
Fernando Gutiérrez Barrios was replaced in 1993           recruits from non-supporters. The EZLN actions
                                                          follow this pattern: it began by the spectacular taking
by a former Governor of Chiapas, Patrocinio               of five towns simultaneously, two days later it
González. Even after several Zapatista training           kidnapped the former Governor of Chiapas, Absalón
camps were detected by the Mexican Army                   Castellanos, it judged him and declared him guilty of
several months before the uprising, Government            crimes against the people, but instead of executing
Intelligence had no coherent picture of the nature        him, he was released; the authorities appear to be
of the movement. The power of the Zapatista               unable to identify, locate and attack the zapatista
                                                          forces and, when they do, national and international
movement and the weaknesses of the Government
                                                          media and public opinion prevent military actions;
resulted in a rebellion with probability one.             the Declarations of the Lacandonan Jungle and
--------------------                                      several of Marcos’ letters provide severe criticism of
23
  The resignation of President Salinas, as originally     the Government, justify civil violence and demand
demanded by the Zapatistas, was rejected and the          widely- supported social and economic changes.
reply to their demand for effective and democratic        Finally, when the movement became under attack, it
national elections was that both aspects of Mexican       withdrew to a region with a high degree of closure
political life were already in progress.                  within groups of supporters.

14
that the probability of a revolt depends on          the costs of collective action. Besides, the
the number of individuals that find a positive       presence of groups with substantial intra-
expected net gain in rebelling. The expected         group       homogeneity       and    inter-group
net gain is the alternative income multiplied by     heterogeneity reduces the costs of articulated
the probability of a successful revolt, minus the    rebellion and of generation of tensions. A
actual income weighted by the probability of         society divided into two well-defined and
failure. Rebel ideology contains, among other        separate coalitions, exhibits a high potential
                                                                         25
things, a proposal for an alternative income         for social conflict. The implications of these
distribution that maximizes the size of the          arguments are that an index of dissatisfaction
coalition that finds a positive net gain in          with the present income distribution and an
organized civil violence. On the other hand,         indicator of the importance of the middle
government authorities could reply by setting        classes are good proxies for the probability of
penalties or re-distributive rewards that            revolt.
minimize the net gains of engaging in                      An initial way to think about relative
rebellion.                                           deprivation is to consider dissatisfaction with
      The above set of conditions indicates that     present income distribution independently from
rebel ideology, in order to recruit potential        any proposed option. From this point of view,
members, will have to make known in                  an individual is relatively deprived with respect
advance,     a     progressive,    re-distributive   to other individuals if that person has less
proposal. If the “middle” classes are small,         income than the others. However, a person
antagonistic coalitions will form more               attaches more weight to comparisons with
quickly.     The      progressive,    distributive   individuals who have a similar income;
proposal will generate dissatisfaction with          comparisons with extremely rich persons carry
                                                                   26
present income distribution among low-               little weight. Total relative deprivation felt by
income groups who, if they join the revolt and       an individual amounts to the sum of all income
the revolt succeeds, will obtain rewards. The        differences perceived. The degree of relative
comparison between the status quo and the            deprivation in a society as a whole, is the sum
expected gains of a revolt arouses relative          of the total relative deprivation of all
deprivation feelings that fuel frustration and a     individuals belonging to it.
predisposition to rebellion. On the other hand,             Social relative deprivation is zero if
the formation of a coalition becomes easier if a     there is an equal income distribution.
cluster of low-income, potential rebels exists.      Because deprived individuals only compare
A redistribution proposal will divide a broad,       to one extremely distant person, total
middle-income class, as some will support the        relative deprivation is very low if
rebellion and some will not, and some will be        maximum inequality exists, that is to say,
undecided, which will weaken collective              that one person has all the income and
action. If income distribution is polarized, the     the rest of the individuals have nothing.
middle class will play a minor role in               For a given total income, maximum
stopping the formation of a coalition. On            relative deprivation exists when half the
similar grounds, John Roemer (1985) has              population has no income and the other
developed a model of revolutionary activity
                                                     half divides the total income equally
that concludes that if a revolt is highly
                                                     amongst them. In this last case, we have
probable, then the optimal rebel strategy is to
propose a progressive income distribution.           the maximum number of comparisons
Furthermore, if rebellion is highly probable, it
is because it is highly polarized: the               --------------------
undecided middle class disappears.                   25
                                                        Podder (1997, p.372) indicates that "Obviously,
      There are additional reasons to                when relative deprivation is maximum in the
consider       relative      deprivation      and    society, discontent is also maximum and this is the
polarization as indicators of potential              stage at which the probability of a social conflict i s
                                                     the highest". Esteban y Ray (1993, p.5) add: "...the
revolt. The comparisons between “haves”              more polarized a society is, more probable is that
and “have-not’s” generate discontent,                interest differences lead to an open conflict."
envy or feelings of unfairness in a society.         26
                                                        Individuals tend to compare with the reference
Envy is a powerful emotional force behind            group with which they interact. Dissatisfaction is
social upheaval and shared perceptions of            mainly elicited when the next-door neighbor
                                                     commands a greater quantity of resources, not when
unfair treatment facilitate the formation of         the position of someone, socially or economically
common ideological beliefs that decrease             distant, improves. On this point see Podder (1997,
                                                     p. 358-359).

                                                                                               15
between the “haves” and “have-not’s” with                   antagonism exist. If maximum inequality
not very different incomes.                                 occurs, then polarization is very low since one
     On the other hand, polarization means the              individual gets all the income and the rest of
presence of significantly-sized population                  society gets nothing. In this case, most of the
clusters, such that each cluster has members                individuals would identify with each other and
with similar characteristics, but different                 feel alienated in respect to only one person.
clusters have members with dissimilar                       Maximum polarization exists when half of
characteristics. Society is an amalgamation of              society is in a zero-income class and the other
groups in which high polarization occurs when               half divides the total income equally. In this
there is a high degree of homogeneity within                case, the minimum number of groups achieves
each group, a high degree of heterogeneity                  maximum identification among the groups and
across groups and a small number of                         maximum antagonism across the groups. This
significantly-sized groups. Isolated individuals            last situation means the dissolution of the
or groups of insignificant size carry little                middle class into rich and poor income
                                                                        27
weight, since the interest is on organized,                 categories.
collective action and not spontaneous, singular                   When there is an equal income
expressions of social exclusion. In this                    distribution, relative deprivation, polarization
perspective, individuals feel identified with               and inequality are at their lowest. Maximum
those who have similar incomes, if there is a               inequality generates low, relative deprivation
large number of persons in the same income                  and low polarization. Maximum relative
class, and feels alienated from others whose                deprivation and maximum polarization emerge
incomes are different. Because alienation                   with an intermediate degree of inequality, when
depends on income differences, low-income                   society divides equally between the “haves”
individuals feel estranged from rich individuals            and “have not’s”. Clearly, relative deprivation
and vice versa. The effective antagonism of an              and polarization can move together, and very
individual against others, depends on the                   differently, than inequality. However, relative
degree of identification or alienation that person          deprivation and polarisation are different
feels towards them. Total polarization is the               phenomena. Relative deprivation measures
sum of all effective antagonisms.                           dissatisfaction with present income distribution
     If there is an equal income distribution               while polarization captures the relative
among individuals, all members of society                   importance of the middle class.
belong to the same income class and identify                      Recently, different sets of axioms and
with each other, therefore, no alienation or                descriptive techniques provided several relative


                                                     Figure 3

                        Inequality, relative deprivation and polarization indicators
 60


 50


 40


 30


 20


 10

               1984                         1989                     1992                          1994



      Gini       Podder Relative Deprivation Index                          Wolfson Polarization Index

Source: My own calculations with information from
ENIGH, 1984,1989,1992,1994, INEGI.


16
deprivation       and    polarization     measures:      1992 to 1994. Finally, after an important
Podder’s       Relative      Deprivation       Index,    increase from 1984 to 1989, inequality
Wolfson’s Polarization Measure and the family            remained relatively stable from 1989 to 1994.
of polarization indicators by Esteban and Ray                   From the Podder and Wolfson indexes it
are examples of this. However, they are only             is possible to conclude that a combination of
approximations of distribution dissatisfaction           relative deprivation and polarization preceded
and of the formation of antagonistic groups. On          the Zapatista uprising. Although the indicators
one hand, present relative deprivation must be           moved sharply in the key period 1992-1994, a
compared with the one that would exist with              more careful analysis is needed to appraise the
an alternative income distribution. On the other         joint importance of these factors.
hand, the population clusters weighted by                      Table 3 provides additional information
polarization measures do not necessarily                 on the deepening of relative deprivation and
coincide with those with actual positive, net            polarization. At a national and rural level,
gains obtained by engaging in civil violence.            from 1984 to 1994, the poorest 70% of the
Since alternative income distribution proposals          population obtained less than the average
and potential rebel coalitions are hard to detect,       income, while the richest 30% earned more
relative deprivation and polarization measures           than the average income. The relative
are used for this purpose.                               income of the poorest group approached
      Figure 3 shows data on the evolution of            the degree of relative deprivation. This
inequality, relative deprivation, and polarization as    measure clearly shows a widening gap between
measured by the Gini, Podder and Wolfson                 the less-than-average income population and its
indexes.                                                 complement. On the other hand, the income
      The Gini coefficient is a standard                 share of the intermediate 60% of the population
measure of income inequality that ranges                 serves as an indicator of the decreasing relative
from zero (perfect equality) to one                      importance of the middle class. The trends were
(maximum inequality). The Podder index                   different for rural areas in the 1992-1994 period.
measures relative deprivation using a                    However, these indicators are still crude
logarithmic weighting of incomes, and                    approximations to the notions of relative
ranges from zero (perfect equality) to one               deprivation and polarization. The Esteban and
(maximum relative deprivation). 28 The                   Ray family of polarization indexes provides a
                                                                                                    31
Wolfson index measures polarization                      more precise measure of this phenomenon.
according          to     a     Lorenz         curve           The Esteban and Ray simple
transformation and it ranges from zero                   polarisation index uses absolute income
(perfect equality) to one (maximum                       differences to measure antagonism and
polarization). 29 The salient feature of this            population frequencies to incorporate
data is the very high, polarization index that           intra-group identification. It is similar in
                                             30
increases 13.7% from 1984 to 1992; from                  its conception to the Wolfson index, and
1992 to 1994 polarization posted a 6.14%                 ranges from zero (perfect equality) to one
increase. On the other hand, relative                    (maximum polarization). 32 Although it
deprivation does not appear to be very                   seems very low, it is quite high when
high although it increased by 12.4% from                 compared to previous calculations of the
                                                         same index. 33 Of particular importance is
27
                                                         the fact that from 1984 to 1994 it
    In fact, as argued by Wolfson (1994, p.353),         increased 5.8%. The Esteban and Ray
polarization is a shorthand for the phenomenon of
the disappearing middle class.
                                                         polarization indicators are very versatile,
28
      Relative deprivation        is   calculated as
RD=Σi Σj (lnIi-lnIj) for Ii>Ij and then divided by the   --------------------
                                                         31
maximum level of relative deprivation M= [N/2]2             In order to more easily appraise their properties
ln[(2It/N)-1), where Ii is the income of the ith         and extensions, the Esteban and Ray basic indexes
individual, N is total population, and It is total       were derived axiomatically.
                                                         32
income.                                                     Simple polarization is calculated as P s= 2Σi Σj
29
   The Wolfson index is (2-4Lm-2G)/(Im) where Lm         P 2 i P j I Xi-Xjz I where Pi is the population share
is the accumulated income share of 50% of the            of income class i and Xi is the income share of
population and Im is the median income divided by        income class i. This equation is very similar to the
the average income.                                      one that defines the Gini coefficient, which i s
30
   Polarization is higher than inequality (so they can   closely related to the Lorenz curve.
                                                         33
be compared, both range from zero to one). Wolfson          Esteban and Ray measure polarization of world
(1994, p. 357) has reported for Canada labor income      growth rates. For Gini coefficients, similar to those
polarization indexes that range from 33.8 to 41.7.       for Mexico, they obtain polarisation levels of 0.44.

                                                                                                 17
allowing the incorporation of different                     relative deprivation and polarization indexes
ways of measuring social antagonism. If                     did not always change in the same direction,
instead of using income shares in the                       from 1992 to 1994, they all pointed to a
index the natural logarithm of income is                    significantly increased possibility of a potential
used, the indicator becomes similar to the                  social conflict. When the key concept of
                                          34
Podder Relative Deprivation Index.            This          relative deprivation is not considered (the use
combined polarisation relative deprivation                  of the logarithmic scale means that individuals
coefficient increased by 31.9% from 1992 to                 attribute more weight to comparisons with
1994.                                                       persons of similar income groups) polarization
      Finally, the poor might feel alienated from           always increases. The probability of an
the rich, but not vice versa, as sense of                   organized revolt grew from 1984 to 1994 as a
identification could depend on economic power. If           result of the combination of relative deprivation
so, it is possible to obtain a weighted index that          with social polarization and the resources of
captures relative deprivation, the polarization of          those with less income. It seems that income
the poor and the potential resources that were              polarization is the main economic ingredient
                       35
invested in a conflict. This index is the main              for civil violence.
indicator of potential rebellion and steadily
increased by 35.32% from 1984 to 1994.

                           Table 3                          IS CIVIL VIOLENCE
                                                            A LOCAL PHENOMENON?
 Relative deprivation and
                                 1984 1989 1992 1994
 polarization indicators (%)                                Up to now, the Zapatista rebellion has been
 Relative income                 161,0 185,0 190,0 193,0
 (richest 30% / poorest 70%)       0     0     0     0      considered the expression of a national
 "Middle class" income share
                                 45.67 42.06 41.54 41.12
                                                            phenomenon. But, should it not be considered
 (II-VIII quintiles)                                        just a local movement disguised in pompous
                                 147,0 151,0 147,0 142,0
 Relative income (rural)
                                   0     0     0     0      clothing? Perhaps in this light, poverty is the
 "Middle class" income share                                explanation of civil violence and not other
                                47.61   46.95 46.88 47.4
 (rural)                                                    factors. The information available for several
 Esteban and Ray simple
 polarization index
                                 1.82   1.89   1.9   1.93   poverty, relative deprivation and polarization
                                                                                                              36
 Esteban and Ray                                            indexes at state level are presented in figure 4.
                                78.36   55.98 50.65 66.85
 logarithmic polarization index                             The data clearly shows that from 1990 to 1995,
 Esteban and Ray
 weighted asymmetric            56.29   70.3 74.52 76.17
                                                            while polarization increased in Chiapas,
 logarithmic index (WAL)                                    relative deprivation and extreme poverty
                                                            decreased. This information is consistent with
Source: My own calculations with information from           the theory of redistribution of power and does
ENIGH, 1984,1989,1992 and 1994, INEGI.                      not contradict the general results at a national
                                                            level. Although it may be reasonable to
    A convincing conclusion can                        be   consider that local polarization reinforced a
reached: although, from 1984 to 1994,                       national phenomenon and vice versa, it is
                                                            difficult, in any case, to argue that a fall in the
                                                            living conditions of the extremely poor
                                                            triggered the revolt.
--------------------                                              If local and national polarization reinforce
34
   This index is Ps=(4/Ln2Im)Σi Σj P 2 iPj I LnIi-LnIj
I where Ln2Im is the natural logarithm of twice the
                                                            each other, an interesting question emerges.
average income, Pi is the population share of income
class i and LnIi is the natural logarithm of income of      --------------------
                                                            36
individual i. This equation is very similar to the one         This information is not strictly comparable to the
that defines the Podder relative deprivation index,         previous indexes, since national census and
except for the squared Pi and the fact that all             household surveys do not use the same definition of
comparisons between rich and poor are considered.           income. However, although the level of the indexes
35
   The index weighs the comparisons between the             differs, the broad changes they indicate are captured
poor and the rich using the natural logarithm of            by the data. It should be noted that since 1995
income of a poor individual. Zero weight is attached        incorporates the effects of the 1994 December crisis,
to the comparison of a rich agent with a poor person.       the indexes overestimate the extent of poverty,
The index becomes Ps=Σi Σj P 2 iPj (Ln Ii)I LnIi-LnIj       relative deprivation and polarisation at the
I for Ii<Ij. In this case no homogenization of the          beginning of 1994, so a note of caution is due before
index is done (the index does not range from zero to        any interpretation. The only clear-cut result seems to
one) so richer deprived agents in a polarized society       be that extreme poverty did not increase in Chiapas
are more prone to rebel.                                    before the Zapatista uprising.

18
Figure 4

                                              Poverty, relative deprivation and polarization
                                                  indicators in Chiapas 1990,1995


             Esteban and Ray
                       (WALI)

     Wolfson polarization
                   index

              Podder relative
            deprivation index

                          FGT2
                       extreme
                        poverty


                                          0              20             40              60             80              100

                                                        1990                                    1995


Source: My own Calculations with 1990 and 1995                               The more populated states exhibit the
Census data, INEGI.                                                     largest probability of organized civil violence.
                                                                        It is interesting to note that in 1995 Oaxaca
Which states are prone to social conflict? The                          and Guerrero, two of the poorest states, were
answer is found in Table 4 which shows the                              not among those more prone to social conflict.
states with the larger indexes of relative                              However, in 1996 the EPR was active in those
deprivation and polarization. The data includes                                38
                                                                        States. The explanation of a low Esteban and
inequality and extreme poverty indexes that                             Ray WAL of potential revolt in Oaxaca and
confirm that these are not always associated with                       Guerrero was poverty. Those two states have
high, relative deprivation and polarization.                            very high relative deprivation and polarization
States were ranked according to the Esteban and                                   39
                                                                        indicators , but the probability of revolt
Ray proposition that polarization in small                              decreased with a single index that combined the
populations is less significant than among larger                       available resources of the polarized and deprived
        37
groups.                                                                 groups. There is no information at state level for
                                                                        1996, but it is possible that, at the beginning of
                                  Table 4
                                                                        that year, the Esteban and Ray indicator rose
      State                                        Esteban              when the GDP regained positive growth rates. If
                             Extreme
  distribution      Gini
                             poverty
                                     Podder Wolfson and                 so, it seems that the EPR uprising could have
   indicators    coefficient          index index   Ray                 been triggered by economic recovery combined
                              FTG2
      1995                                          WAL
 Federal District 26.27       2.71    32.02 37.77 69.75                 with very high relative deprivation and
                                                                        polarization.
 Mexico                  33.13     8.67       48.38   84.21    56.8

 Veracruz                41.52     16.26      66.65   81.94    61.26
                                                                        CAUSES AND CONSEQUENCES OF RELATIVE
 Jalisco                 35.13     10.75      53.06   83.93    53.78
                                                                        DEPRIVATION AND ECONOMIC POLARIZATION
 Guanajuato              38.95     16.43      65.87   74.03    45.11

 Nuevo Leon              26.26     6.21       41.74   45.94    63.73
                                                                        It is beyond the scope of this paper to explain
                                                                        the origins of relative deprivation and economic
 Puebla                  42.62     18.74      71.13   75.26    53.61    polarization as measured by the indexes
                                                                                            40
                                                                        reported. However, there is a recurrent piece of
Source: My own calculations based on the 1995 Census                    --------------------
data, INEGI.                                                            38
                                                                           EPR attacks were also reported in the States of
                                                                        Mexico, Guanajuato, Veracruz, Tabasco and Chiapas.
                                                                        The EPR declared that rebel forces were present in
                                                                        Mexico City; unidentified guerrilla activity was
--------------------                                                    detected in Puebla.
37                                                                      39
  Therefore, the WAL multiplied by population was                          For 1995, the Podder and Wolfson indexes are 78.10
used to determine the ranking. See Esteban and Ray                      and 83.22 for Oaxaca, and 87.37 and 71.16 for Guerrero.
                                                                        40
(1994, p.848).                                                              Unlike inequality and poverty indexes, relative

                                                                                                                  19
evidence associated with a markedly economic                   low-education earners and growing income share
division of society: second only to economic                   of high-education earners.
liberalization, human capital differences are the                   This relative distance between skilled and
single most important variable explaining                      non-skilled labor also exists in the composition
                                       41
poverty and inequality in Mexico. Wages                        of the labor force. Table 4 shows wage earners
play a key role in understanding not only the                  by occupation and their monetary income share.
evolution of inequality and poverty, but also                  Wage earners with high skills and decision-
relative deprivation and polarization.                         making jobs, sometimes called the “new
                                                                             43
                                                               middle class”, represent a decreasing percentage
                                                         Figure 5

                          Income earners and their income share by education levels

                                                                                          Income earners with less
        37%                      36%                                                      than
                                                                                          primary
40                                                       36%
                                                                                          education
%                                                                                         Income share of earners
30            23%                                                           24%           withthan primary
                                               21%                                        less
%                      19%             20%
                                                               18%                        education
20                                                                                        Income earner with
%                                                                                         higher
                                                                                          education
10                6%                      6%                          7%
%                                                                                         Income share of earners
 0%                                                                                       with
                                                                                          higher
               1989                    1992                     1994                      education



Source: My own calculations based on information               of the total population of income earners,
from ENIGH, INEGI.                                             however their share of monetary income has
                                                               increased. Nevertheless, the gap is also growing
      Different analyses show that in recent years             in other sectors of the work force: high-level
the institutional and technological change of the              executives, managers and administrative
Mexican economy has substituted non-skilled                    coordinators make up an almost constant share
labor by capital, thus, the demand for low                     of total earners whose share of total monetary
education and workers with little education and                income has also increased while the income and
                        42
experience decreased. The impact that this                     earners’ share of supervisors, professionals and
situation has had on the agricultural sector, with             technicians has decreased.
its low educational levels and a young and
rapidly growing labor force, means that it will                                             Table 5
continue to lag behind the rest of the national
                                                                                                1989        1992        1994
economy. There is a relative gap between average
                                                                 Wage earners and             Earners     Earners     Earners
wage earnings and agricultural wage earnings, but                their     share  of            and         and         and
the gap between skilled and non-skilled labor is                 monetary income by           income      income      income
                                                                 occupation                    shares      shares      shares
of a general nature.
                                                                 Occupation                   E      I    E      I    E      I
      Figure 5 shows the relative stability of
income earners composition according to                          High level officials and 1.3       3.1   1.9 10.4 1.5      8.8
                                                                 managers
education levels, the decreasing income share of                 Administrative           2.5       4.8   2     4.4   2.3   6.3
                                                                 coordinators
deprivation and polarization indicators are not yet              Supervisors              1.9       3     1.5   2.7   1.4   2.4
open to decomposition analysis that will allow an                Professionals and            9.5 16.6    5     10.6 6.8    14
explanation of the relative importance of different factors      Technicians
related to them.                                                 "New middle class"          15.2 27.5 10.4 28.1      12    31.5
41
   Szekely (1997) decomposes various inequality
and poverty indexes to examine the causes of these               Other wage earners          51.7 40.5 61.6 40.4 58.3 40.6
phenomena and concludes that 73.3% of the increase                Total of wage earners      66.9   68    72    68.5 70.3 72.1
in economic inequality, from 1984 to 1992, is
explained by the differences in educational levels
and 52.0 of the changes in poverty arise because of            Source: My own calculations based on information from
occupational characteristics related to human                  ENIGH, 1984,1989,1992,1994, INEGI.
capital.
42
   See Epelbaum and Cragg (1994). Dietz (1995,
p.78) identifies the substitution of unskilled labor           --------------------
                                                               43
by technology in Chiapas since the mid-1970’s.                      See Wrigth (1986)

20
Figure 6




Source: My own calculations based on Census data          targeting error is the difference between a state's
and data in the President's Report, 1990, 1995            share in national poverty and its share in total
                                                                                           45
                                                          poverty-reduction expenditure.
      No attempt is made to reduce the very                    Scott and Bloom (1996) detected that social
complex phenomena of relative deprivation and             expenditure increased from 1990 to 1995.
polarization to one single factor. However, as in         Seventeen states reduced their targeting errors and
the case of poverty and inequality, the human             the total sum of errors decreased. Table 6 shows
capital returns contribution to the widening gap          the target characteristics of poverty-reduction
                                                                      46
between skilled and non-skilled labour -and from          expenditure. From 1990 to 1994 the Mexican
there to a sharp break in society- makes an
interesting hypothesis to explore.
      The consequences of civil violence for              detailed evaluation of targeting policies is not
social policy are, perhaps, a more important              currently available.
                                                          45
                                                             This is done for Levy's (1994) extreme poverty
point than the origins of relative deprivation            line of 16.61 dollars per person per month at 1984
and polarization. The hypothesis in this case             prices using the average free exchange rate. The
is that if rebellion does not depend on                   Foster-Greer-Thorbecke index with squared terms is
increased poverty but on the joint contribution           used to measure poverty shares. Ravallion and Chao
of relative deprivation and polarization, social          ( 1989) show that targeting by poverty shares is not
policies oriented to respond to potential                 the optimal strategy (see Scott and Bloom 1997) .
                                                          However, it is the easiest one and the one finally
conflict will then not coincide with an                   adopted by the Mexican Government.
alleviation of poverty.                                   46
                                                             To measure the shares of targeting errors and the
      Figure 6 shows the targeting errors in              general index, the sum of squared errors was used to
public spending for the reduction of poverty,             attach more weight to the biggest mistakes. The
before and after the Zapatista uprising. A
                                            44
                                                          index used is E= 1/2Σj I ei I2 , and e= FGTsi - Gsi.
                                                          FGTsi is the poverty share of the state i and Gsi is
--------------------                                      the expenditure share of state i. This index ranges
44
   Only targeting errors at state level are considered,   from zero (perfect targeting) to one (all expenditures
a situation that underestimates possible deviations       are allocated to a zero poverty state). Mexico City
from poverty targets due to intra-state errors. A         was excluded from these calculations.

                                                                                                   21
Economic polarization
Economic polarization
Economic polarization
Economic polarization

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Economic polarization

  • 1. 1ª edición, 2004 Clasificación JEL: D74, D33, R13 D.R. Universidad Iberoamericana, A.C. Prol. Paseo de la Reforma 880 Col. Lomas de Santa Fe 01210 México, D.F. Impreso y hecho en México Printed and made in México La serie documentos de investigación tiene como propósito difundir el trabajo realizado por el personal académico asociado o adscrito al Instituto, con el fin de explorar conocimiento útil para el diseño de políticas públicas y la toma de decisiones en organizaciones sociales. Comentarios a esta serie son bienvenidos. Para más información sobre esta serie, comunicarse a la siguiente dirección electrónica: Arcelia.castillo@uia.mx 4
  • 2. Economic Polarization and Governability in Mexico Rodolfo De la Torre* ABSTRACT for understanding the radicalization of political 1 tension that culminated in social revolt . The purpose of this essay is to assess The economic crisis of December 1994 alternative hypotheses regarding the origins of and the eruption of the EPR in 1996 seem to recent social rebellions in Mexico and to shed confirm the association of an unfavorable light on the theory that it was a severe rise in economic performance with the violent poverty and not social polarization that challenge to political authority. By changing preceded the origins of violent conflicts. A the balance of power amongst economic consequence of this belief has been that groups, civil violence opens the opportunity for 2 attempts made by the Mexican Government to changes in social policies . One particular form deactivate the economic factors that, in their of this concept considers the increase in poverty view, led to social unrest did not necessarily as the most important single variable behind upgrade poverty-reduction policies. social rebellion. In this light, the 1994 crisis The complexity of issues that must be taken and the stabilization policies it generated, into consideration do not generate simple results, avowed by market-oriented views, only but the picture that emerges from the data shows a -------------------- weak but steady economic recovery before the * Director of the Sustainable Development and Zapatista uprising. In this essay, several relative Social Justice Research Institute at Universidad deprivation and polarization indexes are calculated Iberoamericana. De la Torre has been Editor of El in order to appraise frustration and redistribution Trimestre Economico, Professor of Economics at the of power as theories for rebellion. There was no Instituto Tecnológico Autónomo de México (ITAM), and has taught Political Economy at El Colegio de uniform trend that could be observed from México, Centro de Investigación y Docencia examining frustration indicators, but when Económica (CIDE) and Universidad Nacional relative deprivation is combined with economic Autónoma de México (UNAM). Alicia Santana and polarization and the resources of those with less Dora Ordoñez are gratefully thanked for their helpful income, the probability of an organized uprising assistance in the calculation of distribution indexes. 1 increases significantly, as was the case before the Rus (1995, pp. 71,72) states: "... economic and Chiapas rebellion. It seems very likely that the political conditions are at the root of the rebellion,..., those conditions have deteriorated noticeably since the main economic thrust that detonated civil mid-1970s, most especially since the early 1980s." violence was the polarization of income, even in Dietz (1995, p. 33) adds: "The economic factors that the case of the Ejército Popular Revolucionario trigger the uprising affect all the country..." Serrano (Revolutionary Popular Army). The evolution of (1997, p. 92) concludes: "...radicalization was the poverty-reduction expenditure shows that after outcome of the compounded effect of deteriorating four years of targeted programs and social socio-economic conditions, a distinctive process of polarization, and violent forms of repression". rebellion, the poorest states continued to suffer on 2 Serrano (1997, pp.92, 93) adds: "...radicalization, account of severe under-spending errors. by significantly altering the correlation of forces among traditional actors in Chiapas, has opened a The uprising of the Ejército Zapatista de window of opportunity for social change in the Liberación Nacional (EZLN) (Zapatista Army region....the zapatista movement, by changing the for National Liberation), focused attention on balance of power among regional actors, may have declining economic conditions as a key factor undermined the power of the local elite and could, in the mid and long-term, help the process of social and political change in Chiapas..." . 5
  • 3. worsened an already adverse situation for the on this perspective, in order to understand civil reduction of poverty. A logical conclusion social upheaval, it becomes advisable to analyze, would then be: the government being challenged not only regional, but also national economic should raise the quality of life of at least the conditions. poorest of its population by improving the Secondly, indigenous populations and effectiveness of poverty-reduction programs if it peasant resettlements more frequently since the wishes to suppress some of the elements fuelling 1960’s and the increased flow of migrants and social rebellion by non-violent means. It could refugees to the region in the 1970’s and 80’s led be said that poverty finally had become to growing and conflicting property claims. An important enough to merit serious attention, as already fragile structure of property rights was it now represented a threat to the ability to submitted to additional pressures by Presidential govern . Decrees that have attempted to redistribute land or The purpose of this essay is to show that it create natural reserves, while local agrarian is not conclusive that the decline in the standard policies have made confrontations on overlapping of living, in particular, an increase in poverty, property claims more hostile. Finally, in 1992 preceded the origins of social revolt in Mexico. the Constitutional Reform of Article 27, Although, at the time of the uprising, very high withdrew the right to claim land and increased the poverty indexes are undeniable, it can be amount of land that could be concentrated in the 5 demonstrated that poverty plays a secondary role hands of one person or contained in an ejido ; this in generating social conflict and that it decreased ruling, admittedly, resulted in uncertain and low shortly before the Zapatistas resorted to armed expectations of resolving land petitions but was, confrontation. It is a different phenomenon, social nonetheless, important for social stability. At the polarization, which, in fact, is primarily associated heart of the conflict were the quarrels over the with the origins of organized civil violence. control of scarce productive assets. Therefore, an upgrade in poverty-reduction policies Thirdly, to already-existing hardships, would not necessarily mean success for the arduous labor conditions and poverty in Chiapas, Mexican Government in its attempts to deactivate the late 1980’s brought sharp drops in subsidies economic factors that could lead to social unrest. and in the price of coffee. In addition, the Programa Nacional de Solidaridad 3 (PRONASOL) (National Program for Solidarity) THE ORIGINS OF CIVIL VIOLENCE IN CHIAPAS operated a poorly targeted poverty-reduction program which assigned a growing, but still There is no simple, economic or political insufficient budget aimed at improving social explanation for the January 1994 rebellion in conditions. A national policy which following Chiapas. Neither the socio-economic conditions, international prices determined the allotment of the repression of the peasant and indigenous resources –while compensations to the least population nor the external influence of profitable agricultural activities were made religious groups and political activists per se through public spending– was responsible for the elucidate the complex interplay of factors that changes in the price of coffee, the decrease in lie beneath the causes for the organized rebellion. subsidies and poverty-reduction allocations The Clearly, many of the causes were economic and result of this situation was that market forces and political, but the weight that each one carried is public policies greatly influenced the not evident. However, several elements are helpful redistribution of income at a regional and national in understanding the economic characteristics of level, a fact that could potentially explain the the civil violence in Chiapas. outburst of social revolt. In the first place, the Chiapas uprising has Besides economic factors, other elements not been an isolated or merely local, social such as population pressures, inter-ethnic conflicts movement. The stability of the Mexican and religious confrontations have played an countryside was damaged by the dismantling of important part in explaining civil violence in the Agrarian Reform and the decreasing 4 participation of the State in rural life. Focusing proportions with roadblocks and massive assaults -------------------- on public offices". 3 5 This section is based on Serrano (1997). Even among ejidatarios, the concentration of land 4 As Serrano (1997, p. 75) states: "Indeed, the in a few hands was extremely high. In 1992, nation- Chiapas uprising, while distinct in its methods and wide, 5% of the ejidatarios owned 38.1% of all the the content of demands, should also be seen within land allotted by the Government for cultivation. the context of mounting protest spreading among Chiapas was the fifth most important culprit to this agricultural producers. In Chihuahua, Durango, type of control of land in the country. See Vélez y De Coahuila and Jalisco this protest reached violent la Torre (1993). 6
  • 4. Chiapas. However, polarization and organization Authority is the legitimate exercise of are two non-economic factors that are at the base power; it is a structure of rights through which 8 of social rebellion. In the indigenous the actions of others are controlled. Strictly communities since the 1960’s, social groups that speaking, and according to this definition, the include the Catholic Church, Maoist activists, EZLN did not represent a serious threat to the indigenous groups defending property rights, power of the Government, since its military 9 credit unions, civil rights activists, ejidal and force was rather small. However, it was an peasant organisations and external political important challenge to the legitimacy of the groups increased amongst the indigenous Government. The disavowal of its right to communities an awareness of property, labour and control, threatened to spread beyond Chiapas civil rights and developed the foundation for and undermine the consensus on which coherent social movements. national authority rests; widespread sympathy Although the actual date of creation of the and receptivity towards the Zapatista EZLN remains unclear, the fact is that the movement pointed in that direction. organizational basis for civil violence was But why is a government’s legitimacy to present well before the 1994 uprising, possibly control revoked by force? There are at least since the mid-1980’s. The strength of the three possible explanations to this question: mounting social protests in Chiapas was declining economic conditions, the frustration increased by elements resulting from the 1982 of expectations and the redistribution of 10 incursions of the Guatemalan Army into Mexico power. and by the Central American crisis, all of which produced an increase in the militarization of the region and indiscriminate political repression. DID SOCIAL REVOLT OCCUR WHEN ECONOMIC 6 By the early 1990’s the presence of the Mexican CONDITIONS WERE DECLINING ? Army and the appointment of Governors with little regard for human rights, had blocked the Common sense suggests that civil violence is hopes of attaining a peaceful economic reform or more likely to occur when the living conditions a political change in the region. Conditions had of a given population are deteriorating. Authors deteriorated to such an extent that in January like Marx considered that the descent of the 1994 the EZLN rose up in arms against the people’s standard of living, would increase the Government. probability of social rebellion: the escalating impoverishment of the proletariat under capitalism would lead workers to become VIOLENT R EPUDIATION OF AUTHORITY conscious of their interests and revolt. However, in Marx's case and in other instances –like the In essence, the Government’s authority over a French Revolution, the student riots in 1968, the specific region of Chiapas was violently overthrowing of the Sha in Iran, the post-Stalinist disowned by the 1994 Zapatista movement. However, if we take into account that the EZLN Liberacion Nacional in September 1997, confirm the is not just a local movement but also the wider impact of the rebellion. embodiment of a broader protest, its challenge, 8 See Coleman (1990 p. 466, p.68): "Authority systems in the national context, meant the repudiation of are structures of rights. Those rights have the social the authority of both Local and Federal character that all rights have: They exist through a 7 Governments. consensus of the relevant actors, that is, all those who are part of the system. In the case of an authority system, this consensus is what we meant by legitimacy of -------------------- authority". Coleman identifies government authority as 6 As Serrano (1997, p. 91) points: " In an important an involuntary transfer of rights from the individual to sense, the interplay between peasant protest and other agents because, in general, individuals are born grassroots repression bolstered the radicalisation of in societies where a consensus on rights already exists. the movement, tilting the balance in favour of armed If rights to control actions are held by the person, this resistance". allocation of rights is self policing "...because it places 7 The fact that the Zapatista revolt goes beyond rights of control in the hands of that actor with de facto local demands is confirmed by the introduction of control.... But that is not true for any other problems like national democracy, NAFTA and allocations...In other words, authority that is not Constitutional Reforms in the early stages of peace voluntarily vested by an actor in another must be negotiations. But even without the self-proclaimed backed by coercive power if it is to be enforced". 9 national character of the Zapatista movement, Only five out of more than 2395 municipios massive demonstrations and meetings, like the (municipalities) in Mexico were briefly occupied by Convencion Nacional Democratica, held in August zapatista forces. 10 1994, or the formation of the Frente Zapatista de See Coleman ( 1990, pp. 470-502) 7
  • 5. Figure 1 Real GDP and private consumption per capita growth rates (%) 6 5 4 3 2 1 0 1989 1990 1991 1992 1994 1993 -1 GDP per capita Private consumption per capita Source: OECD (1997), CEPAL (1995) dissidence in the Soviet Union, the workers' showed an improvement in living conditions. movement in Poland in the 1980’s and the South Table 1 presents several measures of the standard of 13 African rebellion– this hypothesis has received living before and during the year of the Zapatista little factual support since sometimes an uprising. improvement in economic conditions precedes social uprisings. When poverty rises, the Table 1 population appears to sink into increased Standard of living passivity. However, does the decline in 1984 1989 1992 1994 indicators* economic conditions explain the Zapatista National income per capita 397.67 485.69 565.91 603.29 uprising? Did living conditions worsen in National consumption 286.75 435.99 504.56 522.65 Mexico just before the EZLN revolt? expenditure per capita Although the Salinas Administration had a Rural income per capita 241.51 258.57 231.41 244.75 disappointing record of growth, it did manage, Rural consumption 172.56 236.14 221.1 216.51 expenditure per capita almost every year (see figure 1), to get real Poverty (individuals, increases in GDP and private consumption per - - 52.6 55.6 official method) 11 capita . In 1993 GDP per capita growth was a Extreme poverty (individuals, official - - 22.5 21.1 mere 0.1% and private consumption per capita method) 12 fell 0.3% . Nevertheless, it is unlikely that such Rural poverty small changes in GDP and in private (individuals, official - - 65.0 72.0 method) consumption per capita deteriorated living Rural extreme poverty conditions drastically and generated the rebellion. (individuals, official - - 35.6 36.8 If this hypothesis were true, the 1984-1989 method) period, when GDP per capita fell 4.8%, would Human Development 74.8a 75.7b - 77.1c Index have been a much more likely time for civil Source: Cortés et al. (2002) and my own calculations with violence. information from ENIGH, 1984-89, INEGI. UNDP (2003) Information at household level, which * Income and expenditure in 1994 pesos. computes available net income, non-monetary a- 1980 b-1990 c-1995 consumption and other development indicators The picture that emerges from this data -------------------- does no correspond to an astonishing economic 11 Figure 1 shows the evolution of GDP and catastrophe that would be likely to provoke consumer spending per capita calculated using the new 1993 base. This base uses new weights for -------------------- 13 output by sector, it is not just a price adjustment. In August 2002 the Mexican Government announced 12 OECD ( 1996) calculated with the GDP base an official method for the measurement of poverty. In 1993 and a population growth rate of 1.8% Table 1 extreme poverty is obtained in the official according to ECLAC (1995). Quarterly data shows method with the lowest poverty line. The Human that GDP per capita fell 5.96% from the second to Development Index is the simple average of life the third quarter, but grew 8.6% towards the end of expectancy, educational level attained and GDP per the year. However, such sudden changes are capita indicators, and in Table 1, HDI is calculated explained by production seasonality. using the same method each year. 8
  • 6. civil violence. The information shows a weak through unemployment or real income but steady economic recovery in consumption indicators. and expenditure; even extreme poverty Another form of frustration involves relative diminishes before the beginning of the revolt. deprivation as when there is a rapid improvement From 1984 to 1994 real income per capita grew in the economy some conditions improve more 51.7%, real consumption per capita expanded rapidly than others. Those for whom conditions 82.2%, although general poverty increased 3 are not improving very quickly see others doing points. It is important to point out that rural much better and they feel left behind; frustration poverty, general or extreme, increased from emerges which leads to a revolt. To detect 1992 to 1994. On the other hand, the Human relative deprivation, the evolution of a group’s Development Index (HDI), which measures the economic conditions should be compared to the average achievements in a country with respect average or to the conditions of other groups. to longevity, education and standard of living, A final form of frustration arises when increased 1.8% from 1990 to 1995. improved economic circumstances lead people to expect a parallel increase in political power, an advance that does not materialize. From this FRUSTRATION OF EXPECTATIONS? perspective, the divergence amongst the different aspects of personal conditions is also An alternative explanation to armed rebellion responsible for creating the gap between actual corresponds to increased frustration. The and expected outcomes. Political repression subjective perception of those subordinated to amidst a period of economic recovery is an authority, which differs from the outlook of indicator of this kind of inconsistent external observers, is the focal point of this expectations. hypothesis. From the point of view of those A weakness of the frustration theories of involved in a revolt, things are getting worse, revolt is that frustration is a characteristic of the while that of the external observers’ is that they individual while a rebellion is a social are improving. Aggression would be the phenomenon; simple congregation of frustrated outcome of falling short of an expected result, a individuals does not account for organized situation that, in turn, would lead to revolt. revolt. An armed response to governmental There are several ways to define the kind of authority, such as the EZLN uprising, is not the frustration that would lead to disowning sum of spontaneous individual riots, but the authority. In the first place, an improvement in outcome of a highly organized and carefully economic conditions brings about rising planned social movement. However, frustration expectations, since the possibility of an improved could account for the population’s response to a standard of living seems to become something revolt. real. But, people’s expectations grow at a faster Organized leadership creates the rate than their actual living conditions. As a opportunity for a social uprising, but the consequence, the gap between prospects and the probability of supporting, or even participating objective state of affairs widens resulting in people in a revolt, would depend on the level of viewing reality with increased frustration. frustration of expectations. Frustration is a Although, this emotion originates with a simple requirement at the individual level for a revolt to discrepancy between expected outcomes and occur or for supporting the rebels. But, the results, it can be compounded with the fact that question is, was there growing frustration the authorities could be behind the creation of amongst the population just before the Zapatista unfulfilled expectations. If this is the case, the uprising? discrepancy between the Government economic It could be said that the Salinas forecasts and actual performance would be an Administration was a period of increased index of the kind of failure of expectations expectations. After a closely-contested election, mentioned. Salinas lost no time in offering results that backed A situation which creates a gap between his market-oriented promise of economic expectations and objective conditions is a development. In 1990, the Brady Plan helped to second form of frustration that occurs when a reduce foreign debt and from 1989 to 1992 the short-term setback, such as a recession or a fiscal deficit was turned into a surplus: sudden rise in prices, interrupts economic macroeconomic policies eliminated recovery. From this perspective, price or hyperinflation, the deregulation of domestic quantity shocks are searched for in a period of economic activity was broadened by the general economic development just before the Government and, from 1990 to 1991 foreign revolt; this kind of setbacks could be detected 9
  • 7. investment more than tripled. Indeed, the significant change in private investment. On the prospect of economic stability and structural other hand, the idea of gradual and future reform brought massive amounts of foreign improvements in labor-intensive industries was capital, strengthening the view that there would introduced by NAFTA negotiations, but, for a be fewer constraints to financing future time, private investment was held up awaiting economic development. the ratification of the agreement by a new U.S. Other reforms achieved mixed results. For Administration. instance, several Tax Reforms reduced the fiscal In Mexico, Salina's present image is burden on middle income groups, such as the severely tainted by the record of his last year in 1993 cut in VAT, a purchase tax that excluded office: the guerrilla uprising, political food; however, the tax base was extended. assassinations and his contribution to the Thus, the future benefits that people expected “December Crisis”. Allegations of corruption from this Fiscal Reform became part of the did not improve his reputation. However, rather abstract idea of healthy public finances. before the Zapatista rebellion, Salina's Another example was PRONASOL, which Administration was very successful in raising gradually increased social spending policies for expectations and in convincing Mexicans and the poor, but whose target was erratic as the foreigners to risk their resources on them. It limited resources of the program and its lack of seemed that only a momentous shock, which explicit criteria for selecting recipients, caused was nowhere in sight, would prevent the persistent uncertainty amongst possible Mexican economy from obtaining the necessary 14 15 beneficiaries. resources to achieve continuous growth. Figure 2 Source: OECD (1997) The collapse of oil prices in 1982 and 1985 was a determining factor in the sudden A final group of reforms brought more changes that occurred in economic variables. expectations than results, such were the cases of During those years the Mexican economy the Agrarian Reform and of the North American received severe shocks in its terms of trade that Free Trade Agreement (NAFTA). The 1992 resulted in the deterioration of fiscal and debt Reform of Article 27 purported to inject a imbalances. However, no such changes significant amount of new investment into the occurred during the Salinas Administration agricultural sector by protecting and increasing and such sources of potential instability property rights, but the reform did not yield a disappeared. On the other hand, the -------------------- 14 PRONASOL did not publish its objectives and -------------------- 15 policies as other Government programs did. It did It is symptomatic that well-argued warnings of not disclose detailed information about the unsustainable current account deficits did not have a allocation of resources until its last year of significant effect on foreign investment until it was operation. too late. 10
  • 8. combination of a more open economy and Table 2 adverse terms of trade generated price shocks particularly in the agricultural sector, which Frustration indicators 1984 1989 1992 1994 was already falling behind behind the rest of the GDP growth gap -0.6* 0.2 3.5 3.2 economy (see Figure 2). Coffee prices (dollars per 1.456 0.892 Setbacks in the terms of trade clearly pound) b d 0.633 0.699f existed before the Zapatista movement, but National open unemployment 4.4 2.8 3.8 3.9 they were minor compared to the 1986 terms of 16 Income share of the poorest trade shock; it is difficult to attribute social 20% (national) 4.83 4.39 4.28 4.35 revolt to such changes. More important was the Income share of the poorest 5.36 5.38 5.47 6.13 relative deprivation of people related to 20% (rural) agriculture, since Constitutional changes to Relative political power 100a 98.6c 101.6 102.8f property rights and the negotiation of NAFTA Relative human 217,0 N/A 100e 189f intended to foster rural development and labor- rights complaints** 0 intensive production. Real earnings of people in the agricultural sector, were relatively lower Source: My own calculations with information from PND, CEPAL, ENIGH-INEGI, Foweraker (1995), OECD and than in any other sector. In this light, it makes National Commission for Human Rights.. sense to consider the Chiapas uprising as part * Based on the 1982 estimate of economic growth of wider rural discontent as expectations were **1989=100 a-1983, b-1985, c-1987, d-1990, e-1991, f-1993 consistently generated and frustrated. Other indicators show additional grounds for increased frustration (see Table 2). Relative deprivation in agriculture was a source Government forecasts at the beginning of the of frustration, but it is important to comment that it did not translate into the relative decline Salinas Administration considered a gradual increase in GDP growth. However, the gap of the poorest 20% of the population. From between expected growth and actual growth 1992 to 1994 this group increased its real widened. In 1993 the National Development income 1.6 points above the national average. Plan fell short by almost 6 points in its forecast Thus, relative deprivation is not an evident of actual growth. On the other hand, one of the phenomenon since, according to some methods factors frequently associated with the Chiapas of measurement, in fact, even decreased. uprising, as shown in Table 2, was the drastic Another tool that provides information that contradicts the hypothesis of increased fall of coffee prices from 1985 to 1992. Although, these picked up slightly from 1992 frustration is the evolution of the Index of to 1993, the result was ambiguous since, Political Power in relation to economic although some relief was brought to coffee conditions. To construct this Index, the 18 producers, the increases probably did not live recoded Humana Index of Political Rights is up to their expectations. divided by the GDP Per Capita Index; from A decline in employment was another factor 1987 to 1993 there was a relative increase in associated with frustration. The end of a brief political and civil rights. There was no stagnation of gains in political power amid recovery (1989–1991) raised urban unemployment rates to 3.7% in 1993; economic recovery, on the contrary, when unemployment in the rest of the country showed economic growth was very low, there was the same trend. The 2.3% annual increase of slight progress in the protection of political population that reached working age plus a rights. growing participation rate in the labor 17 market resulted in a growing number of -------------------- people frustrated by the lack of employment 18 The Humana Index is calculated by scoring forty opportunities. questions on political, civil and social rights. All Humana questions are drawn from the Universal Declaration of Human Rights. The recoded Index includes only civil and political rights as freedom from torture, freedom from serfdom, freedom from political censorship and freedom for multiparty elections. The maximum score is 100 for complete protection of rights (See Foweraker, 1995). The GD P -------------------- Per Capita Index is calculated according to the 1980 16 That year oil prices fell 24.3%. base. The Index of Relative Political Power is set at 17 Participation rates rose by a strong 0.5 points per 100 for 1983. For 1993 the Humana index of 1992 is year between 1991 and 1995 according to OECD used assuming no changes in political and civil calculations. rights have occurred. 11
  • 9. Another indicator of relative political governmental authorities is usually dearly power is the number of complaints related to paid for by the leaders of the revolt, although human rights violations per capita divided by not so much by the rest of the rebels. the GDP per capita. The Relative Human The benefits of participating in organized Rights complaints index shows an actual civil violence are those associated with the decrease from 1992 to 1993 confirming that change of regime. Some examples of this are: before the Zapatista uprising, there was no loss increased economic resources, redistribution of of civil rights with respect to economic existing income and wealth, political power or performance. legal concessions. These benefits are almost There is no uniform trend in frustration independent of an individual's participation in indicators. There is evidence of rising the rebellion. However, a second set of rewards expectation and price and quantity setbacks, but such as a position in the new structure of it is difficult to conclude that there was an authority does depend on the individual's imbalance between political power and economic participation in the revolt and on its success. conditions. On the other hand, relative This type of rewards are scarce and selective deprivation increased but it was a phenomenon and are not widely inclusive; it constitutes the related only to a particular sector, not exclusive set of reciprocal reinforcements of individuals of the national or rural poor. acting together and sharing the same goals that promote wider, collective action. Ideology provides the setting that allows closely REDISTRIBUTION OF POWER associated individuals to generate rewards that are not conditioned by the expected success of A third explanation of social revolt defines the revolt. This last kind of benefits involves organized rebellion as a rational action lower costs and adds to the subjective rewards dependent on the expected net gains resulting of working towards the realization of the from engaging in civil violence. In turn, the common vision. expected net gains depend on the costs of Some rebellions become revolutions with participating in social rebellion, on a mass participation, but the activists of organized significant change in political and economic civil violence usually constitute only a small conditions being gained when governmental part of the population. This set of individuals authority is successfully challenged and on the not only finds a net benefit in snatching the right perceived probabilities of such success. It is to control their actions away from the rational for an agent to engage in social revolt government but also in investing time and or at least to support it when net gains resources in building and expanding an obtained from disavowing authority and the organization capable of finding an alternative to probability of successfully doing so are high the actual exercise of authority. This net benefit The costs of participating in a rebellion are surpasses the net gains of continuing to regard the time and resources sacrificed in order to the actual power structure as legitimate. join organized violence; these opportunity- Authority is divested when individuals no costs are generally low for those in extreme longer believe that a government can, or will, poverty. However, a more important set of provide a social order that generates and costs involves the penalties enforced by the distributes beneficial rights and economic results authorities, or by their supporters: arrest, of a superior nature than those that a successful confiscation of resources, torture or even dead revolt can probably provide. 19 may be the price paid for armed rebellion. The estimated probability of These possible consequences usually generating an actual change depends on discourage individuals in extreme poverty, how the power of the rebel force against as they tend to be more averse to risks that of a government is perceived. This that could result in potential losses or that power, in turn, depends on the number of could endanger their lives. 20 Another individuals that find a net gain in their consideration is that, if the rebellion is investment in the rebellion and in unsuccessful, the expected punishment by challenging authority; as contagious effect can be generated if a great many persons join the revolt. On the other hand, if a -------------------- 19 These costs may be low in the initial stages of the government is perceived as weak in its revolt if public opinion curbs human rights exercise of power, the estimated violations or the use of force to confront the rebels. probability of a successful revolt increases; 20 See Levy (1994, p.67) 12
  • 10. not only its net gains look more attractive the basis for revolts. In organized civil than those of the vacillating authority, but violence, even when dissatisfaction is also its punitive ability is seen as decreasing, if there is a credible threat to diminishing. The relative net value for a given governmental authority, there will be probability of success is hoisted by both these grounds for support and involvement. A factors as it nourishes itself in that this feeling of frustration will persist if even in perception in turn increases the number of the presence of a strong challenge, the individuals willing to participate and invest in regime remains in power. However, the revolt and this again raises its estimated frustration and redistribution of power are probability of success. better seen as complementary explanations Taking into account the above for rebellion. This view regards explanation, an improvement in economic insubordinate actions as the product of conditions might increase the revolt's dissatisfaction with the existing social order perceived chances of success for it would add and the belief that revolt against it will be power and resources to those attacking the successful, but frustration by itself is not status quo. The effect of improved conditions the cause of organized civil violence. So the may be as well to strengthen the belief in the question that now arises is: Are there potential success of those opposed to government authority among the population grounds for believing that before the as a whole, unless the improved conditions Zapatista uprising took place, the potential greatly reduce dissatisfaction and thus net gains of a revolt were increasing by undermine the evaluation that the regime is comparison to the those provided by the worse than one that might replace it. From status quo maintained by the Government ? this perspective, it is not important for the There is ex post evidence that the existing rebels to convince the entire population of the conditions were adequate for the EZLN to benefits of an alternative regime, but rather to emerge. The costs of the rebellion in the first make certain that they themselves are regarded year of its uprising were significantly reduced by the population as powerful. Popular by decreasing poverty, additional resources for support will flow, not on the grounds of ethic low-income groups, a more active human considerations, but on the actual possibilities rights defense and the pressure of national and of gaining the right to exercise legitimate international public opinion. The highly 21 power. What matters in a social revolt is the organized nature of the EZLN consisting of people’s belief regarding the relative power of "professional soldiers", an army of peasants, the the antagonists and about what will happen if Comité Clandestino Revolucionario Indígena they support one side or the other. However, (Clandestine Indigenous Revolutionary 22 how the general population feels about the Committee) and a Communal Assembly revolt is not irrelevant, since it will determine shows a lower opportunity cost for investing if the rebels are able to move freely within the resources in the rebellion. On the other hand, a areas of conflict; to achieve unimpeded actions world-wide press coverage of the military only passive support is necessary, not the mobilizations in Chiapas prompted a stop to sharing of abstract goals. an armed "solution" that was led by human The theory of redistribution of power can rights concerns and by pressures brought on by dispense with the explanation of frustration as public opinion. Two weeks after the uprising, the Federal Government conceded a "unilateral truce" that formally reduced the sanctions for the rebel forces that took part in the conflict. -------------------- 21 Why did the EPR not win as much popular The costs of participating in the revolt did not support as the Zapatistas? Both movements emerged vanish as the Government broke the truce in in poor States and involved similar claims. One February 1995. However, in 1996, a law element that could explain this phenomenon is the granting amnesty to rebels willing to negotiate relative weakness of the new rebels in comparison to and withdraw from the armed conflict was the EZLN. At the beginning of the social uprising, decreed. The costs of an unsuccessful rebellion, the Zapatistas invaded four municipalities, declared if the rebels surrendered, were practically war on the Federal Government and established a stronghold in the Selva Lacandona (Lacandonan reduced to zero by this law. Jungle). EPR actions, on the other hand, were intermittent and geographically disperse. It did not embody a credible threat to governmental authority -------------------- 22 and also were not regarded as a viable alternative to See Gunther Dietz (1995) for a more detailed the exercise of legitimate power. accountof the organizational nature of EZLN. 13
  • 11. The benefits of revolting also seem clear ex Ex post, the characteristics of the revolt post: six weeks after the Zapatista uprising, the were consistent with the redistribution of power 24 Federal Government was at the negotiating table theory . But what about ex-ante indicators? during the Jornadas por la Paz y la It is very difficult to gather data regarding Reconciliacion (Conference for Peace and the costs and benefits of a prospective revolt. Reconciliation) with 32 proposals in reply to the Not only there is little evidence about the 23 34 initial demands of the rebels . A special office actual expenses and expected returns of a social that would hear indigenous claims was set up, uprising in its stages of formation, but much of and in 1995, the share in poverty-reduction the information, that influences the decision of expenditure for Chiapas was almost doubled. The an individual to participate, is subjective. Government was ready to discuss legal changes Which is the set of rewards that potential for the indigenous communities, an Agrarian rebels perceive as an alternative to the Reform at a national level, and new electoral and economic and political status quo? How justice laws at a local level. The San Andrés much relative power in the revolting Larrainzar Accords included the autonomy of the coalition is apprehended by individuals? indigenous communities. In 1997, in a mass However, if the theory of redistribution of demonstration in Mexico City the creation of the power aspires to be more than an ex-post Frente Zapatista de Liberación Nacional rationalisation of organised civil violence, it (FZLN) (Zapatista Front for National must justify itself with, at least, some Liberation), the political branch of the EZLN, indirect evidence on the probability of a was announced; several supporters of the revolt. Zapatistas, who at one time had been jailed, became leaders of the new organization. The uprising obtained the Government’s non- REBEL IDEOLOGY, RELATIVE repressive attention, resources, legal concessions, DEPRIVATION AND POLARIZATION political power and the necessary conditions for developing ideological ties amongst their Under reasonable assumptions, income supporters. distribution indicators, albeit not the It was now obvious, that the EZLN had the traditional ones, can provide indirect capacity to mobilize men and resources for violent and peaceful tasks. From the initial military information about the expected economic mobilizations to the creation of the FZLN, the gains of a revolt and its probability of Zapatistas image was that of a unified group happening. The starting point is the idea which had become a powerful challenge to authority. Even though the militarily capabilities -------------------- of the Zapatistas were no match for the Mexican 24 There is more evidence that conforms to the Army, it was clear that the charisma of EZLN redistribution of power theory. Coleman (1990, pp. was able to attract press coverage and public 500-502) indicates that the rebels' optimal strategy attention, thus, drastically reducing the involves early success in displaying power; severe punishment for acting in support of the other side; not possibility that force would be used against them. engaging in indiscriminate terror; demonstration of Weaknesses in Government policies in detecting the weaknesses of the authorities; seeking external and dissolving the rebellion, are evident today: support; an utopian ideology that challenges the National Security co-ordination was impaired authority; incorporation of existing grievances of the when an experienced Secretary of the Interior, population into proposals and isolation of potential Fernando Gutiérrez Barrios was replaced in 1993 recruits from non-supporters. The EZLN actions follow this pattern: it began by the spectacular taking by a former Governor of Chiapas, Patrocinio of five towns simultaneously, two days later it González. Even after several Zapatista training kidnapped the former Governor of Chiapas, Absalón camps were detected by the Mexican Army Castellanos, it judged him and declared him guilty of several months before the uprising, Government crimes against the people, but instead of executing Intelligence had no coherent picture of the nature him, he was released; the authorities appear to be of the movement. The power of the Zapatista unable to identify, locate and attack the zapatista forces and, when they do, national and international movement and the weaknesses of the Government media and public opinion prevent military actions; resulted in a rebellion with probability one. the Declarations of the Lacandonan Jungle and -------------------- several of Marcos’ letters provide severe criticism of 23 The resignation of President Salinas, as originally the Government, justify civil violence and demand demanded by the Zapatistas, was rejected and the widely- supported social and economic changes. reply to their demand for effective and democratic Finally, when the movement became under attack, it national elections was that both aspects of Mexican withdrew to a region with a high degree of closure political life were already in progress. within groups of supporters. 14
  • 12. that the probability of a revolt depends on the costs of collective action. Besides, the the number of individuals that find a positive presence of groups with substantial intra- expected net gain in rebelling. The expected group homogeneity and inter-group net gain is the alternative income multiplied by heterogeneity reduces the costs of articulated the probability of a successful revolt, minus the rebellion and of generation of tensions. A actual income weighted by the probability of society divided into two well-defined and failure. Rebel ideology contains, among other separate coalitions, exhibits a high potential 25 things, a proposal for an alternative income for social conflict. The implications of these distribution that maximizes the size of the arguments are that an index of dissatisfaction coalition that finds a positive net gain in with the present income distribution and an organized civil violence. On the other hand, indicator of the importance of the middle government authorities could reply by setting classes are good proxies for the probability of penalties or re-distributive rewards that revolt. minimize the net gains of engaging in An initial way to think about relative rebellion. deprivation is to consider dissatisfaction with The above set of conditions indicates that present income distribution independently from rebel ideology, in order to recruit potential any proposed option. From this point of view, members, will have to make known in an individual is relatively deprived with respect advance, a progressive, re-distributive to other individuals if that person has less proposal. If the “middle” classes are small, income than the others. However, a person antagonistic coalitions will form more attaches more weight to comparisons with quickly. The progressive, distributive individuals who have a similar income; proposal will generate dissatisfaction with comparisons with extremely rich persons carry 26 present income distribution among low- little weight. Total relative deprivation felt by income groups who, if they join the revolt and an individual amounts to the sum of all income the revolt succeeds, will obtain rewards. The differences perceived. The degree of relative comparison between the status quo and the deprivation in a society as a whole, is the sum expected gains of a revolt arouses relative of the total relative deprivation of all deprivation feelings that fuel frustration and a individuals belonging to it. predisposition to rebellion. On the other hand, Social relative deprivation is zero if the formation of a coalition becomes easier if a there is an equal income distribution. cluster of low-income, potential rebels exists. Because deprived individuals only compare A redistribution proposal will divide a broad, to one extremely distant person, total middle-income class, as some will support the relative deprivation is very low if rebellion and some will not, and some will be maximum inequality exists, that is to say, undecided, which will weaken collective that one person has all the income and action. If income distribution is polarized, the the rest of the individuals have nothing. middle class will play a minor role in For a given total income, maximum stopping the formation of a coalition. On relative deprivation exists when half the similar grounds, John Roemer (1985) has population has no income and the other developed a model of revolutionary activity half divides the total income equally that concludes that if a revolt is highly amongst them. In this last case, we have probable, then the optimal rebel strategy is to propose a progressive income distribution. the maximum number of comparisons Furthermore, if rebellion is highly probable, it is because it is highly polarized: the -------------------- undecided middle class disappears. 25 Podder (1997, p.372) indicates that "Obviously, There are additional reasons to when relative deprivation is maximum in the consider relative deprivation and society, discontent is also maximum and this is the polarization as indicators of potential stage at which the probability of a social conflict i s the highest". Esteban y Ray (1993, p.5) add: "...the revolt. The comparisons between “haves” more polarized a society is, more probable is that and “have-not’s” generate discontent, interest differences lead to an open conflict." envy or feelings of unfairness in a society. 26 Individuals tend to compare with the reference Envy is a powerful emotional force behind group with which they interact. Dissatisfaction is social upheaval and shared perceptions of mainly elicited when the next-door neighbor commands a greater quantity of resources, not when unfair treatment facilitate the formation of the position of someone, socially or economically common ideological beliefs that decrease distant, improves. On this point see Podder (1997, p. 358-359). 15
  • 13. between the “haves” and “have-not’s” with antagonism exist. If maximum inequality not very different incomes. occurs, then polarization is very low since one On the other hand, polarization means the individual gets all the income and the rest of presence of significantly-sized population society gets nothing. In this case, most of the clusters, such that each cluster has members individuals would identify with each other and with similar characteristics, but different feel alienated in respect to only one person. clusters have members with dissimilar Maximum polarization exists when half of characteristics. Society is an amalgamation of society is in a zero-income class and the other groups in which high polarization occurs when half divides the total income equally. In this there is a high degree of homogeneity within case, the minimum number of groups achieves each group, a high degree of heterogeneity maximum identification among the groups and across groups and a small number of maximum antagonism across the groups. This significantly-sized groups. Isolated individuals last situation means the dissolution of the or groups of insignificant size carry little middle class into rich and poor income 27 weight, since the interest is on organized, categories. collective action and not spontaneous, singular When there is an equal income expressions of social exclusion. In this distribution, relative deprivation, polarization perspective, individuals feel identified with and inequality are at their lowest. Maximum those who have similar incomes, if there is a inequality generates low, relative deprivation large number of persons in the same income and low polarization. Maximum relative class, and feels alienated from others whose deprivation and maximum polarization emerge incomes are different. Because alienation with an intermediate degree of inequality, when depends on income differences, low-income society divides equally between the “haves” individuals feel estranged from rich individuals and “have not’s”. Clearly, relative deprivation and vice versa. The effective antagonism of an and polarization can move together, and very individual against others, depends on the differently, than inequality. However, relative degree of identification or alienation that person deprivation and polarisation are different feels towards them. Total polarization is the phenomena. Relative deprivation measures sum of all effective antagonisms. dissatisfaction with present income distribution If there is an equal income distribution while polarization captures the relative among individuals, all members of society importance of the middle class. belong to the same income class and identify Recently, different sets of axioms and with each other, therefore, no alienation or descriptive techniques provided several relative Figure 3 Inequality, relative deprivation and polarization indicators 60 50 40 30 20 10 1984 1989 1992 1994 Gini Podder Relative Deprivation Index Wolfson Polarization Index Source: My own calculations with information from ENIGH, 1984,1989,1992,1994, INEGI. 16
  • 14. deprivation and polarization measures: 1992 to 1994. Finally, after an important Podder’s Relative Deprivation Index, increase from 1984 to 1989, inequality Wolfson’s Polarization Measure and the family remained relatively stable from 1989 to 1994. of polarization indicators by Esteban and Ray From the Podder and Wolfson indexes it are examples of this. However, they are only is possible to conclude that a combination of approximations of distribution dissatisfaction relative deprivation and polarization preceded and of the formation of antagonistic groups. On the Zapatista uprising. Although the indicators one hand, present relative deprivation must be moved sharply in the key period 1992-1994, a compared with the one that would exist with more careful analysis is needed to appraise the an alternative income distribution. On the other joint importance of these factors. hand, the population clusters weighted by Table 3 provides additional information polarization measures do not necessarily on the deepening of relative deprivation and coincide with those with actual positive, net polarization. At a national and rural level, gains obtained by engaging in civil violence. from 1984 to 1994, the poorest 70% of the Since alternative income distribution proposals population obtained less than the average and potential rebel coalitions are hard to detect, income, while the richest 30% earned more relative deprivation and polarization measures than the average income. The relative are used for this purpose. income of the poorest group approached Figure 3 shows data on the evolution of the degree of relative deprivation. This inequality, relative deprivation, and polarization as measure clearly shows a widening gap between measured by the Gini, Podder and Wolfson the less-than-average income population and its indexes. complement. On the other hand, the income The Gini coefficient is a standard share of the intermediate 60% of the population measure of income inequality that ranges serves as an indicator of the decreasing relative from zero (perfect equality) to one importance of the middle class. The trends were (maximum inequality). The Podder index different for rural areas in the 1992-1994 period. measures relative deprivation using a However, these indicators are still crude logarithmic weighting of incomes, and approximations to the notions of relative ranges from zero (perfect equality) to one deprivation and polarization. The Esteban and (maximum relative deprivation). 28 The Ray family of polarization indexes provides a 31 Wolfson index measures polarization more precise measure of this phenomenon. according to a Lorenz curve The Esteban and Ray simple transformation and it ranges from zero polarisation index uses absolute income (perfect equality) to one (maximum differences to measure antagonism and polarization). 29 The salient feature of this population frequencies to incorporate data is the very high, polarization index that intra-group identification. It is similar in 30 increases 13.7% from 1984 to 1992; from its conception to the Wolfson index, and 1992 to 1994 polarization posted a 6.14% ranges from zero (perfect equality) to one increase. On the other hand, relative (maximum polarization). 32 Although it deprivation does not appear to be very seems very low, it is quite high when high although it increased by 12.4% from compared to previous calculations of the same index. 33 Of particular importance is 27 the fact that from 1984 to 1994 it In fact, as argued by Wolfson (1994, p.353), increased 5.8%. The Esteban and Ray polarization is a shorthand for the phenomenon of the disappearing middle class. polarization indicators are very versatile, 28 Relative deprivation is calculated as RD=Σi Σj (lnIi-lnIj) for Ii>Ij and then divided by the -------------------- 31 maximum level of relative deprivation M= [N/2]2 In order to more easily appraise their properties ln[(2It/N)-1), where Ii is the income of the ith and extensions, the Esteban and Ray basic indexes individual, N is total population, and It is total were derived axiomatically. 32 income. Simple polarization is calculated as P s= 2Σi Σj 29 The Wolfson index is (2-4Lm-2G)/(Im) where Lm P 2 i P j I Xi-Xjz I where Pi is the population share is the accumulated income share of 50% of the of income class i and Xi is the income share of population and Im is the median income divided by income class i. This equation is very similar to the the average income. one that defines the Gini coefficient, which i s 30 Polarization is higher than inequality (so they can closely related to the Lorenz curve. 33 be compared, both range from zero to one). Wolfson Esteban and Ray measure polarization of world (1994, p. 357) has reported for Canada labor income growth rates. For Gini coefficients, similar to those polarization indexes that range from 33.8 to 41.7. for Mexico, they obtain polarisation levels of 0.44. 17
  • 15. allowing the incorporation of different relative deprivation and polarization indexes ways of measuring social antagonism. If did not always change in the same direction, instead of using income shares in the from 1992 to 1994, they all pointed to a index the natural logarithm of income is significantly increased possibility of a potential used, the indicator becomes similar to the social conflict. When the key concept of 34 Podder Relative Deprivation Index. This relative deprivation is not considered (the use combined polarisation relative deprivation of the logarithmic scale means that individuals coefficient increased by 31.9% from 1992 to attribute more weight to comparisons with 1994. persons of similar income groups) polarization Finally, the poor might feel alienated from always increases. The probability of an the rich, but not vice versa, as sense of organized revolt grew from 1984 to 1994 as a identification could depend on economic power. If result of the combination of relative deprivation so, it is possible to obtain a weighted index that with social polarization and the resources of captures relative deprivation, the polarization of those with less income. It seems that income the poor and the potential resources that were polarization is the main economic ingredient 35 invested in a conflict. This index is the main for civil violence. indicator of potential rebellion and steadily increased by 35.32% from 1984 to 1994. Table 3 IS CIVIL VIOLENCE A LOCAL PHENOMENON? Relative deprivation and 1984 1989 1992 1994 polarization indicators (%) Up to now, the Zapatista rebellion has been Relative income 161,0 185,0 190,0 193,0 (richest 30% / poorest 70%) 0 0 0 0 considered the expression of a national "Middle class" income share 45.67 42.06 41.54 41.12 phenomenon. But, should it not be considered (II-VIII quintiles) just a local movement disguised in pompous 147,0 151,0 147,0 142,0 Relative income (rural) 0 0 0 0 clothing? Perhaps in this light, poverty is the "Middle class" income share explanation of civil violence and not other 47.61 46.95 46.88 47.4 (rural) factors. The information available for several Esteban and Ray simple polarization index 1.82 1.89 1.9 1.93 poverty, relative deprivation and polarization 36 Esteban and Ray indexes at state level are presented in figure 4. 78.36 55.98 50.65 66.85 logarithmic polarization index The data clearly shows that from 1990 to 1995, Esteban and Ray weighted asymmetric 56.29 70.3 74.52 76.17 while polarization increased in Chiapas, logarithmic index (WAL) relative deprivation and extreme poverty decreased. This information is consistent with Source: My own calculations with information from the theory of redistribution of power and does ENIGH, 1984,1989,1992 and 1994, INEGI. not contradict the general results at a national level. Although it may be reasonable to A convincing conclusion can be consider that local polarization reinforced a reached: although, from 1984 to 1994, national phenomenon and vice versa, it is difficult, in any case, to argue that a fall in the living conditions of the extremely poor triggered the revolt. -------------------- If local and national polarization reinforce 34 This index is Ps=(4/Ln2Im)Σi Σj P 2 iPj I LnIi-LnIj I where Ln2Im is the natural logarithm of twice the each other, an interesting question emerges. average income, Pi is the population share of income class i and LnIi is the natural logarithm of income of -------------------- 36 individual i. This equation is very similar to the one This information is not strictly comparable to the that defines the Podder relative deprivation index, previous indexes, since national census and except for the squared Pi and the fact that all household surveys do not use the same definition of comparisons between rich and poor are considered. income. However, although the level of the indexes 35 The index weighs the comparisons between the differs, the broad changes they indicate are captured poor and the rich using the natural logarithm of by the data. It should be noted that since 1995 income of a poor individual. Zero weight is attached incorporates the effects of the 1994 December crisis, to the comparison of a rich agent with a poor person. the indexes overestimate the extent of poverty, The index becomes Ps=Σi Σj P 2 iPj (Ln Ii)I LnIi-LnIj relative deprivation and polarisation at the I for Ii<Ij. In this case no homogenization of the beginning of 1994, so a note of caution is due before index is done (the index does not range from zero to any interpretation. The only clear-cut result seems to one) so richer deprived agents in a polarized society be that extreme poverty did not increase in Chiapas are more prone to rebel. before the Zapatista uprising. 18
  • 16. Figure 4 Poverty, relative deprivation and polarization indicators in Chiapas 1990,1995 Esteban and Ray (WALI) Wolfson polarization index Podder relative deprivation index FGT2 extreme poverty 0 20 40 60 80 100 1990 1995 Source: My own Calculations with 1990 and 1995 The more populated states exhibit the Census data, INEGI. largest probability of organized civil violence. It is interesting to note that in 1995 Oaxaca Which states are prone to social conflict? The and Guerrero, two of the poorest states, were answer is found in Table 4 which shows the not among those more prone to social conflict. states with the larger indexes of relative However, in 1996 the EPR was active in those deprivation and polarization. The data includes 38 States. The explanation of a low Esteban and inequality and extreme poverty indexes that Ray WAL of potential revolt in Oaxaca and confirm that these are not always associated with Guerrero was poverty. Those two states have high, relative deprivation and polarization. very high relative deprivation and polarization States were ranked according to the Esteban and 39 indicators , but the probability of revolt Ray proposition that polarization in small decreased with a single index that combined the populations is less significant than among larger available resources of the polarized and deprived 37 groups. groups. There is no information at state level for 1996, but it is possible that, at the beginning of Table 4 that year, the Esteban and Ray indicator rose State Esteban when the GDP regained positive growth rates. If Extreme distribution Gini poverty Podder Wolfson and so, it seems that the EPR uprising could have indicators coefficient index index Ray been triggered by economic recovery combined FTG2 1995 WAL Federal District 26.27 2.71 32.02 37.77 69.75 with very high relative deprivation and polarization. Mexico 33.13 8.67 48.38 84.21 56.8 Veracruz 41.52 16.26 66.65 81.94 61.26 CAUSES AND CONSEQUENCES OF RELATIVE Jalisco 35.13 10.75 53.06 83.93 53.78 DEPRIVATION AND ECONOMIC POLARIZATION Guanajuato 38.95 16.43 65.87 74.03 45.11 Nuevo Leon 26.26 6.21 41.74 45.94 63.73 It is beyond the scope of this paper to explain the origins of relative deprivation and economic Puebla 42.62 18.74 71.13 75.26 53.61 polarization as measured by the indexes 40 reported. However, there is a recurrent piece of Source: My own calculations based on the 1995 Census -------------------- data, INEGI. 38 EPR attacks were also reported in the States of Mexico, Guanajuato, Veracruz, Tabasco and Chiapas. The EPR declared that rebel forces were present in Mexico City; unidentified guerrilla activity was -------------------- detected in Puebla. 37 39 Therefore, the WAL multiplied by population was For 1995, the Podder and Wolfson indexes are 78.10 used to determine the ranking. See Esteban and Ray and 83.22 for Oaxaca, and 87.37 and 71.16 for Guerrero. 40 (1994, p.848). Unlike inequality and poverty indexes, relative 19
  • 17. evidence associated with a markedly economic low-education earners and growing income share division of society: second only to economic of high-education earners. liberalization, human capital differences are the This relative distance between skilled and single most important variable explaining non-skilled labor also exists in the composition 41 poverty and inequality in Mexico. Wages of the labor force. Table 4 shows wage earners play a key role in understanding not only the by occupation and their monetary income share. evolution of inequality and poverty, but also Wage earners with high skills and decision- relative deprivation and polarization. making jobs, sometimes called the “new 43 middle class”, represent a decreasing percentage Figure 5 Income earners and their income share by education levels Income earners with less 37% 36% than primary 40 36% education % Income share of earners 30 23% 24% withthan primary 21% less % 19% 20% 18% education 20 Income earner with % higher education 10 6% 6% 7% % Income share of earners 0% with higher 1989 1992 1994 education Source: My own calculations based on information of the total population of income earners, from ENIGH, INEGI. however their share of monetary income has increased. Nevertheless, the gap is also growing Different analyses show that in recent years in other sectors of the work force: high-level the institutional and technological change of the executives, managers and administrative Mexican economy has substituted non-skilled coordinators make up an almost constant share labor by capital, thus, the demand for low of total earners whose share of total monetary education and workers with little education and income has also increased while the income and 42 experience decreased. The impact that this earners’ share of supervisors, professionals and situation has had on the agricultural sector, with technicians has decreased. its low educational levels and a young and rapidly growing labor force, means that it will Table 5 continue to lag behind the rest of the national 1989 1992 1994 economy. There is a relative gap between average Wage earners and Earners Earners Earners wage earnings and agricultural wage earnings, but their share of and and and the gap between skilled and non-skilled labor is monetary income by income income income occupation shares shares shares of a general nature. Occupation E I E I E I Figure 5 shows the relative stability of income earners composition according to High level officials and 1.3 3.1 1.9 10.4 1.5 8.8 managers education levels, the decreasing income share of Administrative 2.5 4.8 2 4.4 2.3 6.3 coordinators deprivation and polarization indicators are not yet Supervisors 1.9 3 1.5 2.7 1.4 2.4 open to decomposition analysis that will allow an Professionals and 9.5 16.6 5 10.6 6.8 14 explanation of the relative importance of different factors Technicians related to them. "New middle class" 15.2 27.5 10.4 28.1 12 31.5 41 Szekely (1997) decomposes various inequality and poverty indexes to examine the causes of these Other wage earners 51.7 40.5 61.6 40.4 58.3 40.6 phenomena and concludes that 73.3% of the increase Total of wage earners 66.9 68 72 68.5 70.3 72.1 in economic inequality, from 1984 to 1992, is explained by the differences in educational levels and 52.0 of the changes in poverty arise because of Source: My own calculations based on information from occupational characteristics related to human ENIGH, 1984,1989,1992,1994, INEGI. capital. 42 See Epelbaum and Cragg (1994). Dietz (1995, p.78) identifies the substitution of unskilled labor -------------------- 43 by technology in Chiapas since the mid-1970’s. See Wrigth (1986) 20
  • 18. Figure 6 Source: My own calculations based on Census data targeting error is the difference between a state's and data in the President's Report, 1990, 1995 share in national poverty and its share in total 45 poverty-reduction expenditure. No attempt is made to reduce the very Scott and Bloom (1996) detected that social complex phenomena of relative deprivation and expenditure increased from 1990 to 1995. polarization to one single factor. However, as in Seventeen states reduced their targeting errors and the case of poverty and inequality, the human the total sum of errors decreased. Table 6 shows capital returns contribution to the widening gap the target characteristics of poverty-reduction 46 between skilled and non-skilled labour -and from expenditure. From 1990 to 1994 the Mexican there to a sharp break in society- makes an interesting hypothesis to explore. The consequences of civil violence for detailed evaluation of targeting policies is not social policy are, perhaps, a more important currently available. 45 This is done for Levy's (1994) extreme poverty point than the origins of relative deprivation line of 16.61 dollars per person per month at 1984 and polarization. The hypothesis in this case prices using the average free exchange rate. The is that if rebellion does not depend on Foster-Greer-Thorbecke index with squared terms is increased poverty but on the joint contribution used to measure poverty shares. Ravallion and Chao of relative deprivation and polarization, social ( 1989) show that targeting by poverty shares is not policies oriented to respond to potential the optimal strategy (see Scott and Bloom 1997) . However, it is the easiest one and the one finally conflict will then not coincide with an adopted by the Mexican Government. alleviation of poverty. 46 To measure the shares of targeting errors and the Figure 6 shows the targeting errors in general index, the sum of squared errors was used to public spending for the reduction of poverty, attach more weight to the biggest mistakes. The before and after the Zapatista uprising. A 44 index used is E= 1/2Σj I ei I2 , and e= FGTsi - Gsi. FGTsi is the poverty share of the state i and Gsi is -------------------- the expenditure share of state i. This index ranges 44 Only targeting errors at state level are considered, from zero (perfect targeting) to one (all expenditures a situation that underestimates possible deviations are allocated to a zero poverty state). Mexico City from poverty targets due to intra-state errors. A was excluded from these calculations. 21