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Rethinking Growth Policy


Philippe Aghion
EU versus US

 1970’s: EU average annual growth
  rate of per capita GDP: 3.5% versus
  1.5% in US
 1995-2006: EU per capita GDP was
  growing at less than 2% versus 3% in
  US
Latin America versus Asia

   Average growth rate over 1960-200
    period in Brazil lies between 2.5% and
    3%...versus 7% in Singapore and
    Taiwan, 6.5% in South Korea, 6% in
    Hong Kong, 5% in Thailand.
Main debates

   Does policy matter for growth as
    long as countries have good
    institutions?
 Washington consensus: does one
  size fit all: stabilize, liberalize,
  privatize?
 Should we preclude any form of
  industrial policy?
 Role and size of the state?
Growth diagnostics?

   How can one binding constraints on
    growth?
     Using prices (Hausmann-Rodrik-
      Velasco)?
     Alternative approach?
A paradigm for analyzing
growth policy
Schumpeterian Paradigm

   Innovation is driven by entrepreneurial
    investments (R&D…) which are
    themselves motivated by the prospect
    of monopoly rents
Schumpeterian Paradigm

   Frontier innovation and imitation
    requires different sets of policies and
    institutions
Schumpeterian Paradigm
1st idea: Appropriate growth
policies
 During the post-war period, growth in
  European countries was driven by
  imitation
 Over time, and particularly with
  globalization, innovation has become
  the driving force of growth
 Innovation requires flexibility and
  turnover, and different policies and
  institutions
Example 1: Competition &
Growth
 Competition/entry is more growth-
  enhancing for countries or sectors that
  are closer to technological frontier
 Competition/entry is more growth
  enhancing in countries or states with
  less regulated labor markets
1991 Liberalization in India
Trade liberalization
        – Large-scale abandonment of extensive system of quantitative
          restrictions in the form of import licensing
        – Average percentage point reduction 51% during 1990-7,
          maximum of 270%, 97% of products affected

Foreign Investment and Technology Agreements
        – Opening up of industries for automatic approval of foreign
          technology agreements and investment of up to 51% equity
        – Foreign Investment Promotion Board (up to 100% equity)

Industrial Delicensing
         – Large-scale removal of industrial licensing, retained in a few
           sectors (eg Motor Cars and Leather)



         13
Baseline Results :
Investment




14
Robustness : Patenting
Activity




15
Discussion with Dany Rodrik

   Is external competition enough to stimulate
    growth in countries like India or South Africa?
   Is there opposition between competition policy
    and industrial policy?
Example 2: Education

 Graduate education is more growth-
  enhancing closer to technological
  frontier
 Undergraduate +primary/secondary
  education is more growth enhancing
  farther below technological frontier
 Question: governance of education?
Example 3: Labor market
flexibility
   Labor market flexibility is more growth
    enhancing the closer a country is to the
    technological frontier
   Question: how to make labor market flexibility
    efficient and socially acceptable?
EPL


                        Variable         eq1                eq2               eq3               eq4               eq5      
                 Leader MFP growth     0.02949         0.02996        0.02830                 0.02813                     
                     Gap to Leader    -0.00858***     -0.00836***                                                          
                               EPL    -0.00000                                                                             
          EPL, for highest tercile                        0.00002       -0.00009**      -0.00011**      -0.00015*** 
           EPL, for middle tercile                        0.00004*        0.00002             0.00001         0.00001    
           EPL, for lowest tercile                        0.00004       -0.00005              0.00002         0.00003    
      MFP Gap, for highest tercile                                         -0.01261***     -0.00816        -0.00547    
           Gap, for middle tercile                                         -0.00276          -0.00174        -0.00210    
           Gap, for lowest tercile                                         -0.00901***     -0.01095***     -0.01173*** 
      EPL*Gap, for highest tercile                                                           -0.00017        -0.00029*   
       EPL*Gap, for middle tercile                                                           -0.00004        -0.00003    
       EPL*Gap, for lowest tercile                                                            0.00012*        0.00014**  
Leader growth, for highest tercile                                                                              0.13600*** 
 Leader growth, for middle tercile                                                                              0.00817    
 Leader growth, for lowest tercile                                                                             -0.02597    
                                                                           legend: * p<.1; ** p<.05; *** p<.01
Example 4: Finance

   As country moves closer to frontier,
    needs to rely more on equity finance and
    stock markets
Preliminary results
                         Finance, Growth and Distance to Frontier
                                                            Value Added Growth, 1980-1990
                                                          OLS          IV     OLS        IV
Stock Market * Financial Dependence                       0.065      0.035   -0.008    -0.139
                                                        [.026]**     [.023]  [.058] [.069]**
Stock Market * Fin Dep * Dist to Frontier                                     0.289    1.072
                                                                             [.327] [.448]**
Private Lending * Fin Dep                                 0.059      0.029    0.059    0.036
                                                         [.036]*     [.028]  [.034]    [.027]
Private Lending * Fin Dep * Dist to Frontier                                 -0.528    -0.919
                                                                             [.164] [.243]***
Observations                                               972        661      887      638
R-squared                                                  0.3         0.3     0.38     0.36
Country & Sector Dummies included.
* significant at 10%; ** significant at 5%; *** significant at 1%
Identifying binding constraints on growth (1)



 Significant variables:
 - Investment in higher education
 - Liberalization of product and labor markets
 - Employment duration and rate




             23
Aghion - Cette - Cohen - Pisani   Les leviers de la croissance française
Identifying binding constraints on growth (2)
                                Catching up with 
                                scandinavian countries 

 Effets au bout de …                                             5 ans     10 ans   15 ans
  Reforming higher education
 Effets :
 . Croissance annuelle moyenne du PIB, en points                   0,1      0,3      0,4
 . Niveau du PIB, en %                                             0,6      1,9      3,9


 Reforming product and labor markets
 Effets :
 . Croissance annuelle moyenne du PIB, en points                   0,2      0,2      0,2
 . Niveau du PIB, en %                                             0,9      2,1      3,3



             24
Aghion - Cette - Cohen - Pisani   Les leviers de la croissance française
Identifying binding constraints on growth (3)



3,5

 3

2,5

 2

1,5

 1

0,5

 0
              2008-2012                   2013-2017                 2018-2022    Long terme

                          Enseignement supérieur
                          Réforme des marchés des produits et du travail
                          Augmentation de l'input en travail (emploi et durée)
                          Croissance potentielle 'spontanée'

                   25
      Aghion - Cette - Cohen - Pisani   Les leviers de la croissance française
2d idea: governance

   Growth investments should be targeted and
    properly governed
Example 1: Education

   Quality, not just quantity, of
    investment matters
   Two illustrations
     PISA and growth
     Investing more in more autonomous
      universities, is more growth-enhancing
PISA and growth
Years of schooling and growth
Autonomy of universities                                                                            Autonomie




                                                                                                                               30
Source : The Governance and Performance of ResearchUniversities: Evidence from Europe and the U.S. – P. Aghion et alii – NBER avril
       2009
Example 2: Industrial Policy
   Over time, and particularly since the 1980s,
    economists have come to dislike sectoral
    (“industrial”) policy on two grounds:
       (i) it focuses on big incumbents (‘national
        champions);
       (ii) governments are not great in ‘picking
        winners’.
   Current dominant view is that sectoral policy
    should be avoided especially when it
    undermines competition
Industrial Policy (2)
Several reasons for a rethink
     New post-crisis realism: laissez-faire complacency by
      several governments has led to inefficient growth of
      non-tradable sectors at the expense of tradables
     Climate change: path dependence in the direction of
      innovation leads firms that have innovated dirty in the
      past will keep on innovating dirty in the future, hence
      role for government to redirect technical change
     China: a big deployer of sectoral aid, whose success
      induces other countries to try and emulate its
      economic policies
Industrial Policy (3)

        The question is not so much whether or not
         we should forbid or preclude industrial policy,
         but rather how industrial policy should be
         designed and governed.
        Some new ideas
           Selection of sectors: skill-biased (Nunn-Trefler
            (2010)); competitive sectors (this paper);
           Governance: do not focus aid on one firm in a
            sector, minimize concentration of aid (this paper).




33
Industrial Policy (4)

   Current work with Mathias Dewatripont, Luosha
    Du, Ann Harrison, and Patrick Legros
   Panel data of Chinese firms, 1988-2007
   Industrial firms from NBS: annual survey of all
    firms with more than 5 million RMB sales
   Regress TFP on:
       Subsidies received by firm as a share of sales
       COMP=1 - LERNER INDEX
       Sector-level controls, firm and time fixed effects
Industrial Policy (5)

   Findings are that:
       The higher competition, the more positive (or
        less negative) the effect of subsidies on average
        TFP
       The overall effect of subsidies on TFP is positive
        if competition is sufficiently high and/or subsidies
        are not too concentrated among firms in the
        sector
Innovation in Products
   Here, we use the new product ratio as the dependent variable. New product
    ratio is defined as the share of output value generated by new products to
    the total output value.
                                                         Table 6
                                   (1)           (2)           (3)         (4)        (5)       (6)
                                            Dependent: Ratio_newproduct
                                                The second quartile
            Ratio_subsidy        0.00397      0.00364       -1.503*     -1.689**    -1.508*   -1.679**
                                 (0.0390)     (0.0388)         (0.821)   (0.755)    (0.816)   (0.755)
            Competition_lerner                -0.0724                    -0.0798              -0.0777
                                              (0.0789)                   (0.0780)             (0.0720)
            Interaction_lerner                                 1.562*    1.755**    1.568*    1.744**
                                                             (0.841)     (0.780)    (0.837)   (0.780)
                                                 The fourth quartile
            ratio_subsidy        0.00185      0.000920        -1.324     -1.029     -1.332     -1.022
                                 (0.0351)     (0.0352)         (1.475)   (1.442)    (1.468)   (1.432)
            competition_lerner                 0.117*                    0.114*               0.122*
                                              (0.0662)                   (0.0657)             (0.0622)
            interaction_lerner                                 1.359      1.057     1.368      1.049
                                                               (1.503)   (1.470)    (1.495)   (1.460)

            Horizontal             Yes          Yes                Yes     Yes       Yes        Yes
            Forward & Backward     No           No                 No      No        Yes        Yes
            Tariffs                Yes          Yes                Yes     Yes       Yes        Yes
3d idea: Macroeconomic
policy matters for growth
Two Contrasted Views of How to
Conduct Macrooeconomic Policy
 Keynesian view (non-discriminatory
  increase in public spending)
 Conservative view (tax and spending
  cuts)
A Third Way

   There is a third way between
    keynesian and conservative
    approaches
       namely, countercyclical fiscal and
        monetary policy to partly circumvent
        credit market imperfections and
        thereby help firms maintain their
        growth-enhancing investments over
        the cycle.
Fiscal Policy Over the Cycle

 17 OECD countries, 45 manufacturing
  industries
 Period 1980-2005

 Finding: Countercyclical fiscal 
  policy enhances growth more in 
  sectors that are more dependent on 
  external finance or in sectors with 
  lower asset tangibility
Fiscal countercyclicality across
OECD countries
From fiscal to monetary policy

 More countercyclical monetary policy,
  i.e with lower short-run real interest
  rates in recessions and higher rates in
  booms...
 ....is more growth-enhancing in more
  credit constrained or more liquidity-
  constrained sectors
Conclusion 1: Summary

   Policy matters
       Not just institutions!
   Growth policy must be “appropriate”
       Interact policy with technological
        development or with institutional variables
   Governance matters
       Governance of education
       Governance of industrial policy
Conclusion 2: Growth diagnostics

   Do not use prices to identify binding
    constraints on growth
     Problem with Mincerian measure of
      human capital
     Problem of using interest rates to
      assess credit constraints
Conclusion 3: Make growth
sustainable!
     Correct for excessive inequality which
      is detrimental to growth:
       • It encourages capture and undermines
         competition and trust
       • The top end stops contributing to public
         good provision
     Environment:
       • State intervention to foster green
         innovation and production
Developing countries: learning
from China
   Fast convergence in per capita GDP and in
    TFP
   Huge surplus of foreign reserves (from 20
    billion in 1992 to 2.5 trillion today)
   Key was reallocation of activity from SOEs to
    (credit-constrained) new TVEs and private
    enterprises (Song-Storesletten-Zilibotti; Hsieh-
    Klenow)
   Role of education and infrastructure in
    reallocation process?
Developed countries: learn from
Scandinavia and Germany?
   Monti triangle: budget balance, growth and
    inclusiveness
   Targeted growth-enhancing investments and
    countercyclical macroeconomic policy
   Social dialogue (high unionization rates)
    favoring external and internal labor market
    flexibility
   Fiscal systems to help reconcile budget balance
    with growth investments and also help achieve
    inclusive growth

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Development Lecture in Honour of Angus Maddison | Rethinking Growth Policy

  • 2. EU versus US  1970’s: EU average annual growth rate of per capita GDP: 3.5% versus 1.5% in US  1995-2006: EU per capita GDP was growing at less than 2% versus 3% in US
  • 3. Latin America versus Asia  Average growth rate over 1960-200 period in Brazil lies between 2.5% and 3%...versus 7% in Singapore and Taiwan, 6.5% in South Korea, 6% in Hong Kong, 5% in Thailand.
  • 4. Main debates  Does policy matter for growth as long as countries have good institutions?  Washington consensus: does one size fit all: stabilize, liberalize, privatize?  Should we preclude any form of industrial policy?  Role and size of the state?
  • 5. Growth diagnostics?  How can one binding constraints on growth?  Using prices (Hausmann-Rodrik- Velasco)?  Alternative approach?
  • 6. A paradigm for analyzing growth policy
  • 7. Schumpeterian Paradigm  Innovation is driven by entrepreneurial investments (R&D…) which are themselves motivated by the prospect of monopoly rents
  • 8. Schumpeterian Paradigm  Frontier innovation and imitation requires different sets of policies and institutions
  • 10. 1st idea: Appropriate growth policies  During the post-war period, growth in European countries was driven by imitation  Over time, and particularly with globalization, innovation has become the driving force of growth  Innovation requires flexibility and turnover, and different policies and institutions
  • 11. Example 1: Competition & Growth  Competition/entry is more growth- enhancing for countries or sectors that are closer to technological frontier  Competition/entry is more growth enhancing in countries or states with less regulated labor markets
  • 12.
  • 13. 1991 Liberalization in India Trade liberalization – Large-scale abandonment of extensive system of quantitative restrictions in the form of import licensing – Average percentage point reduction 51% during 1990-7, maximum of 270%, 97% of products affected Foreign Investment and Technology Agreements – Opening up of industries for automatic approval of foreign technology agreements and investment of up to 51% equity – Foreign Investment Promotion Board (up to 100% equity) Industrial Delicensing – Large-scale removal of industrial licensing, retained in a few sectors (eg Motor Cars and Leather) 13
  • 16. Discussion with Dany Rodrik  Is external competition enough to stimulate growth in countries like India or South Africa?  Is there opposition between competition policy and industrial policy?
  • 17. Example 2: Education  Graduate education is more growth- enhancing closer to technological frontier  Undergraduate +primary/secondary education is more growth enhancing farther below technological frontier  Question: governance of education?
  • 18.
  • 19. Example 3: Labor market flexibility  Labor market flexibility is more growth enhancing the closer a country is to the technological frontier  Question: how to make labor market flexibility efficient and socially acceptable?
  • 20. EPL                         Variable     eq1             eq2             eq3             eq4             eq5                        Leader MFP growth   0.02949         0.02996        0.02830         0.02813                                           Gap to Leader  -0.00858***     -0.00836***                                                                                EPL  -0.00000                                                                               EPL, for highest tercile    0.00002       -0.00009**      -0.00011**      -0.00015***             EPL, for middle tercile    0.00004*        0.00002         0.00001         0.00001                EPL, for lowest tercile    0.00004       -0.00005         0.00002         0.00003           MFP Gap, for highest tercile                  -0.01261***     -0.00816        -0.00547                Gap, for middle tercile                  -0.00276        -0.00174        -0.00210                Gap, for lowest tercile                  -0.00901***     -0.01095***     -0.01173***        EPL*Gap, for highest tercile                                   -0.00017        -0.00029*           EPL*Gap, for middle tercile                                   -0.00004        -0.00003            EPL*Gap, for lowest tercile                                    0.00012*        0.00014**   Leader growth, for highest tercile                                                    0.13600***   Leader growth, for middle tercile                                                    0.00817      Leader growth, for lowest tercile                                                   -0.02597     legend: * p<.1; ** p<.05; *** p<.01
  • 21. Example 4: Finance  As country moves closer to frontier, needs to rely more on equity finance and stock markets
  • 22. Preliminary results Finance, Growth and Distance to Frontier Value Added Growth, 1980-1990 OLS IV OLS IV Stock Market * Financial Dependence 0.065 0.035 -0.008 -0.139 [.026]** [.023] [.058] [.069]** Stock Market * Fin Dep * Dist to Frontier 0.289 1.072 [.327] [.448]** Private Lending * Fin Dep 0.059 0.029 0.059 0.036 [.036]* [.028] [.034] [.027] Private Lending * Fin Dep * Dist to Frontier -0.528 -0.919 [.164] [.243]*** Observations 972 661 887 638 R-squared 0.3 0.3 0.38 0.36 Country & Sector Dummies included. * significant at 10%; ** significant at 5%; *** significant at 1%
  • 23. Identifying binding constraints on growth (1)  Significant variables: - Investment in higher education - Liberalization of product and labor markets - Employment duration and rate 23 Aghion - Cette - Cohen - Pisani   Les leviers de la croissance française
  • 24. Identifying binding constraints on growth (2) Catching up with  scandinavian countries  Effets au bout de …  5 ans 10 ans 15 ans Reforming higher education Effets : . Croissance annuelle moyenne du PIB, en points 0,1 0,3 0,4 . Niveau du PIB, en % 0,6 1,9 3,9 Reforming product and labor markets Effets : . Croissance annuelle moyenne du PIB, en points 0,2 0,2 0,2 . Niveau du PIB, en % 0,9 2,1 3,3 24 Aghion - Cette - Cohen - Pisani   Les leviers de la croissance française
  • 25. Identifying binding constraints on growth (3) 3,5 3 2,5 2 1,5 1 0,5 0 2008-2012 2013-2017 2018-2022 Long terme Enseignement supérieur Réforme des marchés des produits et du travail Augmentation de l'input en travail (emploi et durée) Croissance potentielle 'spontanée' 25 Aghion - Cette - Cohen - Pisani   Les leviers de la croissance française
  • 26. 2d idea: governance  Growth investments should be targeted and properly governed
  • 27. Example 1: Education  Quality, not just quantity, of investment matters  Two illustrations  PISA and growth  Investing more in more autonomous universities, is more growth-enhancing
  • 29. Years of schooling and growth
  • 30. Autonomy of universities Autonomie 30 Source : The Governance and Performance of ResearchUniversities: Evidence from Europe and the U.S. – P. Aghion et alii – NBER avril 2009
  • 31. Example 2: Industrial Policy  Over time, and particularly since the 1980s, economists have come to dislike sectoral (“industrial”) policy on two grounds:  (i) it focuses on big incumbents (‘national champions);  (ii) governments are not great in ‘picking winners’.  Current dominant view is that sectoral policy should be avoided especially when it undermines competition
  • 32. Industrial Policy (2) Several reasons for a rethink  New post-crisis realism: laissez-faire complacency by several governments has led to inefficient growth of non-tradable sectors at the expense of tradables  Climate change: path dependence in the direction of innovation leads firms that have innovated dirty in the past will keep on innovating dirty in the future, hence role for government to redirect technical change  China: a big deployer of sectoral aid, whose success induces other countries to try and emulate its economic policies
  • 33. Industrial Policy (3)  The question is not so much whether or not we should forbid or preclude industrial policy, but rather how industrial policy should be designed and governed.  Some new ideas  Selection of sectors: skill-biased (Nunn-Trefler (2010)); competitive sectors (this paper);  Governance: do not focus aid on one firm in a sector, minimize concentration of aid (this paper). 33
  • 34. Industrial Policy (4)  Current work with Mathias Dewatripont, Luosha Du, Ann Harrison, and Patrick Legros  Panel data of Chinese firms, 1988-2007  Industrial firms from NBS: annual survey of all firms with more than 5 million RMB sales  Regress TFP on:  Subsidies received by firm as a share of sales  COMP=1 - LERNER INDEX  Sector-level controls, firm and time fixed effects
  • 35. Industrial Policy (5)  Findings are that:  The higher competition, the more positive (or less negative) the effect of subsidies on average TFP  The overall effect of subsidies on TFP is positive if competition is sufficiently high and/or subsidies are not too concentrated among firms in the sector
  • 36. Innovation in Products  Here, we use the new product ratio as the dependent variable. New product ratio is defined as the share of output value generated by new products to the total output value. Table 6 (1) (2) (3) (4) (5) (6) Dependent: Ratio_newproduct The second quartile Ratio_subsidy 0.00397 0.00364 -1.503* -1.689** -1.508* -1.679** (0.0390) (0.0388) (0.821) (0.755) (0.816) (0.755) Competition_lerner -0.0724 -0.0798 -0.0777 (0.0789) (0.0780) (0.0720) Interaction_lerner 1.562* 1.755** 1.568* 1.744** (0.841) (0.780) (0.837) (0.780) The fourth quartile ratio_subsidy 0.00185 0.000920 -1.324 -1.029 -1.332 -1.022 (0.0351) (0.0352) (1.475) (1.442) (1.468) (1.432) competition_lerner 0.117* 0.114* 0.122* (0.0662) (0.0657) (0.0622) interaction_lerner 1.359 1.057 1.368 1.049 (1.503) (1.470) (1.495) (1.460) Horizontal Yes Yes Yes Yes Yes Yes Forward & Backward No No No No Yes Yes Tariffs Yes Yes Yes Yes Yes Yes
  • 37. 3d idea: Macroeconomic policy matters for growth
  • 38. Two Contrasted Views of How to Conduct Macrooeconomic Policy  Keynesian view (non-discriminatory increase in public spending)  Conservative view (tax and spending cuts)
  • 39. A Third Way  There is a third way between keynesian and conservative approaches  namely, countercyclical fiscal and monetary policy to partly circumvent credit market imperfections and thereby help firms maintain their growth-enhancing investments over the cycle.
  • 40. Fiscal Policy Over the Cycle  17 OECD countries, 45 manufacturing industries  Period 1980-2005  Finding: Countercyclical fiscal  policy enhances growth more in  sectors that are more dependent on  external finance or in sectors with  lower asset tangibility
  • 42.
  • 43. From fiscal to monetary policy  More countercyclical monetary policy, i.e with lower short-run real interest rates in recessions and higher rates in booms...  ....is more growth-enhancing in more credit constrained or more liquidity- constrained sectors
  • 44. Conclusion 1: Summary  Policy matters  Not just institutions!  Growth policy must be “appropriate”  Interact policy with technological development or with institutional variables  Governance matters  Governance of education  Governance of industrial policy
  • 45. Conclusion 2: Growth diagnostics  Do not use prices to identify binding constraints on growth  Problem with Mincerian measure of human capital  Problem of using interest rates to assess credit constraints
  • 46. Conclusion 3: Make growth sustainable!  Correct for excessive inequality which is detrimental to growth: • It encourages capture and undermines competition and trust • The top end stops contributing to public good provision  Environment: • State intervention to foster green innovation and production
  • 47. Developing countries: learning from China  Fast convergence in per capita GDP and in TFP  Huge surplus of foreign reserves (from 20 billion in 1992 to 2.5 trillion today)  Key was reallocation of activity from SOEs to (credit-constrained) new TVEs and private enterprises (Song-Storesletten-Zilibotti; Hsieh- Klenow)  Role of education and infrastructure in reallocation process?
  • 48. Developed countries: learn from Scandinavia and Germany?  Monti triangle: budget balance, growth and inclusiveness  Targeted growth-enhancing investments and countercyclical macroeconomic policy  Social dialogue (high unionization rates) favoring external and internal labor market flexibility  Fiscal systems to help reconcile budget balance with growth investments and also help achieve inclusive growth