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Developing Country Studies
ISSN 2224-607X (Paper) ISSN 2225-0565 (Online)
Vol.3, No.13, 2013

www.iiste.org

Budget Implementation and Economic Growth in Nigeria
OKE. M.O. (dr.okemike2012@yahoo.com)
DEPARTMENT OF BANKING AND FINANCE, FACULTY OF MANAGEMENT SCIENCES
EKITI STATE UNIVERSITY
ABSTRACT
This study examines the effect of budget implementation on the Nigerian economic growth and
provides panacea to the problem of budget allocation and its implementation. To achieve this broad goal, the
econometric model of ordinary least square (OLS) regression test was employed for analysis and time series data
span from 1993 to 2010 was considered. Budget in the public sector of Nigeria has almost become a ritual or a
yearly affairs which though good in content but without appreciable result. The issue of budget implementation
has long been a source of concern to the public and also considering the important impetus of budget
implementation on economic growth and development in Nigeria. The dependent variable was proxied by gross
domestic product (GDP), while the independent variables were public total expenditure (PEX), public recurrent
expenditure (PRE), public capital expenditure (PCE) and external debt (EXD). The results revealed that budget
implementation has a positive effect impact on Nigeria economic growth. The results further showed a positive
relationship between GDP and public total expenditure (PEX), public recurrent expenditure (PRE), public capital
expenditure, external debt (EXD), while public capital expenditure (PCE) shows a negative relationship to GDP.
The study recommends that government should enact on enabling law that will ensure the workability of its
budgets according to plans and increase the proportion of capital expenditure to recurrent expenditure so that the
budget can have growth and development inducement among others
Keywords: Budget, Budget implementation, Government policy Public expenditure, Fiscal policy.

1.0 INTRODUCTION
A budget is a framework for revenue and expenditure outlays over a specified period usually one year
(Olurankise (2012)). It is an instrument stipulating policies and programmes aimed at realizing the development
objectives of a government. Meigs and Meigs, (2004) defined budgets as a comprehensive financial plan, setting
forth the expected route for achieving the financial and operational goals of an organization”. Earlier before then,
Omolehinwa (2003) viewed Budget as the plan of dominant individuals in an organization expressed in
monetary terms and subject to the constraints imposed by other participants and the environment indicating how
the available resources may be utilized to achieve whatever the dominant individual agreed to be the
organization’s proprieties”. Very recently, budgeting in Nigerian has continued to spring up various
controversies as to the modality for preparation and administration in the country due to continuous change in
government and consequential change in policy and ideology. Most especially with the understanding that a
large percentage of the country’s population has gotten, this has made them advocate the need to review the size
of governance in order to push up the provisions available for more necessary projects. Only recently too was the
controversy over the oil benchmark that has hindered the national assembly from the passage of the 2013 budget
due to dispute over the price that must be used for budgeting purposes. It is important to state here that
implementation cannot be discussed without appropriate planning and reassessing coupled with proper
monitoring to facilitate it efficient implementation.
Budgeting and its process in Nigeria remain problematic both in the areas of preparation and
implementation, hence, the need for adequate control aimed at improving effective resources utilization at the
budget implementation stage. Fiscal policy is a fundamental instrument that can be used to lessen short-run
fluctuations in output and employment. Meanwhile, in macroeconomic issues such as high unemployment,
inadequate national savings, excessive budget deficits, and large public debt burdens, fiscal policy has been
acknowledged to hold center stage in policy debate in both developed and developing economies. During the
global economic recession of the 1930s, the government sectors of both developed and developing economies
played a vital role in stimulating economic growth and development. In such situations every economy
attempted to promote its economic growth through increasing government expenditures and reducing taxes.
Public expenditure is a fundamental instrument that influences the sustainability of public finances via effects on
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Developing Country Studies
ISSN 2224-607X (Paper) ISSN 2225-0565 (Online)
Vol.3, No.13, 2013

www.iiste.org

fiscal balances and government debt. Budget is traditionally generally seen from the phenomenon of shrink the
target income, in contrast to the tendency to raise the expenditure budget target. This phenomenon helps to
explain that the target revenue would be diminished if the area shows achievement in its realization.
In Nigeria, before ministries and spending agencies of the government can incur an obligation to make
expenditures, they must secure spending authorization from the Ministry of Finance through the use of warrants.
This warrant will authorize officers controlling votes to incur expenditure in accordance with the approved
estimates subject to any reserved items. If the Appropriation Act has not come into operation at the beginning of
the year, a provisional General Warrant may be issued to ensure continuity of the services of government at a
level not exceeding those of the previous year. The length of period of spending authorization is determined in
functional cash flow forecast for the period when payments are anticipated. During the phase of budget
implementation, there are many possibilities for interventions and manipulations in view of the fact that officials
have a great amount of discretionary power to decide which spending ministry or agency will be granted
spending authorization. In spite of the specific nature of appropriation laws, the commitment phase of the
expenditure process is a fertile ground for corrupt activities. In Nigeria, budget process includes budget
preparation by the executive, legislative approval and implementation by the different ministry, department and
parastatal of the government.
2.0.

LITRATURE AND EMPIRICAL REVIEW

Various scholars have examined the effect of government budgeting on the economies of both
developed and developing nations. Nurudeen and Usman (2010), investigated the effect of government
expenditure on economic growth with disaggregated expenditure data from 1979 to 2007. The results reveal that
government total capital expenditure, total recurrent expenditures, and government expenditure on education
have negative effect on economic growth While the foregoing studies focused on the Keynesian model which
stipulates that expansion of government expenditure accelerates economic growth, the most relevant study in
tracing the causal relationship from output to government spending is that of Ighodaro et.al (2010). In addition to
total government expenditure they used a disaggregated government expenditure data from 1961 - 2007,
specifically; expenditure on general administration and that of community and social services to determine the
specific government expenditure that economic growth may have significant impact on. Other variables
reflecting fiscal policy changes and political freedom were also included in the model to augment the functional
form of Wagner’s law. All the variables used were found to be I(1) and long run relationship exist between the
dependent and the independent variables except in the case where only GDP was used as the independent
variable. Wagner’s hypothesis did not hold in all the estimations rather Keynesian hypothesis was validated.

Oyinlola (1993), examined the relationship between the Nigeria’s defense sector and economic
development, and reported a positive impact of expenditure on economic growth. Fajingbesi and Odusola (1999)
empirically investigated the relationship between government expenditure and economic growth in Nigeria. The
econometric results indicated that real government capital expenditure has a significant positive influence on real
output. However, the results showed that real government recurrent expenditure affects growth only by little. A
study by Ogiogio (1995) also revealed a long-term relationship between government expenditure and economic
growth. Moreover, the author’s findings showed that recurrent expenditure exerts more influence than capital
expenditure on growth. Akpan (2005), used a disaggregated approach to determine the components (that include
capital, recurrent, administrative, economic service, social and community service, and transfers) of government
expenditure that enhances growth, and those that do not. The author concluded that there was no significant
association between most components of government expenditure and economic growth in Nigeria. Castles and
Dowrick (1990) used the shares of disaggregated public expenditure in health, education, and social transfers to
explain economic growth. They found that social transfers and education had a positive effect on growth.
Devarajan et al. (1996) also assessed the impact of different types of public expenditure on economic growth, but
they did not find any significant relationship. Dogan (2006) investigated the relationship between national
income and public expenditures for Indonesia, Malaysia, Philippines, Singapore, and Thailand. Granger causality
tests were used to investigate the causal links between the two variables. The result of Granger causality revealed
that causality runs from public expenditures to national income only in the case of Philippines, and there was no
evidence for other countries.
Verma and Arora (2010) examined the validity of Wagner’s law in India over the period from 1951 to
2008. Empirical evidences regarding short-run dynamics refuted the existence of any relationship between
2
Developing Country Studies
ISSN 2224-607X (Paper) ISSN 2225-0565 (Online)
Vol.3, No.13, 2013

www.iiste.org

economic growth and the size of the government expenditure. Afzal and Abbas (2012) reinvestigated the
application of the Wagner’s hypothesis to Pakistan over the period from 1960 to 2007 using time series
econometrics techniques. The study found that Wagner’s hypothesis does not hold for aggregate public spending
and income for three periods (1961–2007, 1973–1990, and 1991–2007) while it holds only for the period from
1981 to 1991. However, when fiscal deficit is included, the results supported the existence of Keynesian views
about public spending and growth.
Zheng et al. (2010) studied the empirical analysis on the relationship between the size of Chinese
government, as measured by its annual spending, and the growth rate of the economy. More specifically, it
designed to examine the applicability of Wagner’s law to the Chinese economy. The statistics used in this
research is annual time series data on total government spending and gross domestic product covering the period
from 1952 to 2007. Empirical results showed no strong evidence in support of the validity of Wagner’s law for
Chinese economy. Olomola (2004) confirmed the Wagner’s hypothesis both in short run and in the long run in
Nigeria for the period from 1970 to 2001.
Komain and Brahmasrene (2007) examined the relationship between public expenditure and economic
growth in Thailand, by employing the Granger causality test. The results revealed that public expenditure and
economic growth are not co-integrated, but there exists a significant positive effect of public expenditure on
economic growth. Barro (1991) in a study of 98 developed and developing economies found a positive but weak
relation between public expenditure and economic growth over the 1960 to 1985 period. Loizides and Vamvouks
(2005) employed the causality test to examine the relationship between public expenditure and economic growth,
using data set on Greece, United Kingdom, and Ireland. The authors found that government size Granger causes
economic growth in all the countries they studied. The results also indicated that economic growth Granger
causes public expenditure for Greece and United Kingdom.
Bingxin et al. (2009) assessed the impact of the composition of public expenditure on economic growth
in developing countries. They used a dynamic generalized method of moment (GMM) model and a panel data
set for 44 developing countries between 1980 and 2004. The results indicated that the various types of
government spending had different impact on economic growth. In Africa, human capital expenditure
contributes to economic growth whereas, in Asia, capital formation, agriculture, and education expenditure had
strong growth promoting effect. In Latin America, none of the public expenditure items was significant impact
on economic growth. Ramayandi (2003) reviewed the relationship between government size and economic
growth in the context of Indonesia and identified that government size tends to have a negative impact on
growth.
Herath (2004) examined the relationship between public expenditure and economic growth in Sri Lanka
for the period from 1959 to 2003. The study found that government expenditure has a positive effect on
economic growth; further his study suggested that openness is beneficial for Sri Lanka as it increases economic
growth. Alam et al. (2010) examined the long-run relationship between social expenditure and economic growth
in Asian developing countries including Sri Lanka. According to the analysis of the study concluded that
expenditure in infrastructure, education, and health played an important role in promoting economic growth in
all the selected Asian countries. Dilrukshini (2004) studied the relationship between public expenditure and
economic growth in Sri Lanka from 1952 to 2002 using time series data to test the validity of Wagner's law and
found that there is no empirical support either for the Wagner’s law or Keynesian hypothesis, in the case of Sri
Lanka.
3.0

INTRODUCTION

This study employs the use of Ordinary Least Square of regression analysis test the
effect of
international financial institutions on the Nigerian economic growth between 1993 and 2010. Secondary data
for the study were sourced from Central Bank of Nigeria’s publications and statistical bulleting as well as
publications from the Federal Office of Statistics (FOS)
3.1
MODEL SPECIFICATION
The model adopted in this study is that of Mayandy Kesavarajah (2012) in the study of the Wagner’s
Law in Sri Lanka: This model will be modified by adding two additional variables to suit the Nigerian situation.
The model can be represented as:
GDP = f (PEX, PRE, PCE, EXD, µ) ----------------------------------------- (1)

3
Developing Country Studies
ISSN 2224-607X (Paper) ISSN 2225-0565 (Online)
Vol.3, No.13, 2013

www.iiste.org

Where
GDP

-

Gross Domestic Product

PEX

-

Public Total Expenditure

PRE

-

Public Recurrent Expenditure

PCE

-

Public Capital Expenditure

EXD

-

External debt

µ

-

Stochastic variable

F

-

Functional notation

This model for simplicity sake will be presented in mathematical terms as depicted below
GDP = β0 + β1PEX + β2PRE + β3PCE + β4EXD + µ
Where
Β0 – β4 =

coefficient of estimates

3.3 PRIOR EXPECTATION
In this study, the expected outcome of each of the explanatory variables adopted is presented below:
1. It is expected that Public Total Expenditure (PEX) will be positively related to Gross Domestic Product
(GDP). That is f’ (PEX) is expected to be >0. This implies that an increase in Public Total Expenditure is
expected to result into significant increase in Gross Domestic Product.
2. The level of Public Recurrent Expenditure (PRE) is expected to show a negative relationship with Gross
Domestic Product (GDP). That is f’ (PRE) is expected to be <0. That is an increase in level of Public Recurrent
Expenditure is expected to bring about a decrease in Gross Domestic Product (GDP).
3. It is expected that the level of Public Capital Expenditure (PCE) will keep a positive relationship with Gross
Domestic Product (GDP). That is f’ (PCE) is expected to >0. This implies that an increase in Public Capital
Expenditure will result into increase in Gross Domestic Product (GDP).
4. Also, External Debt (EXD) expected is expected to keep a negative relationship with Gross Domestic Product
(GDP). That is f’ (EXD) is expected <0. This implies that an increase in EXD is expected to result into a
reduction in the value of Gross Domestic Product (GDP).
4.0

DATA ANALYSIS AND FINDINGS

The table below shows the results of the ordinary least square test conducted on the specified model.
The OLS results reveal the relationship that exists between the dependent variable and each of the independent
variable
Table 4.1

Summary of Result

VARIABLE
C
PEX
PRE
PCE
EXD
R2 = 0.990200

COEFFICIENTS
STANDARD ERROR
PROBABILITY
7.573314
0.001883
0.0000
0.000691
0.000346
0.0674
0.001014
0.000759
0.2047
-6.52E-05
0.000740
0.9312
0.000483
0.000227
0.0529
Adj R2 = 0.987185
F-STAT = 328.3961
DW-STAT = 0.992515

Source: Author’s Computation
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Developing Country Studies
ISSN 2224-607X (Paper) ISSN 2225-0565 (Online)
Vol.3, No.13, 2013

www.iiste.org

From table 4.1, the relationship between the dependent variable (GDP) and the independent variables (PEX,
PRE, PCE and EXD) can be deduced can be expressed mathematically as in:
MD = 7.573314 + 0.000691PEX + 0.001014PRE- 6.52E-05PCE + 0.000483EXD + µ
From the above result, the constant parameter is positive, showing that if all Independent variables are
held constant, the dependent variable (GDP) will increase by7.573314units. The coefficient of PEX is also
positively related to GDP with an estimate of 0.000691. This implies that an increase in the Public Total
Expenditure (PEX) will lead to an increase in GDP by 0.000691units. Also, the coefficient of PRE also showed a
positive relationship with Gross domestic product (GDP) with a coefficient of 0.001014. This means that an
increase in the Public recurrent expenditure in the country will lead to increase in the Gross domestic product
(GDP) by 0.001014units. Meanwhile, the coefficient of Public capital expenditure (PCE) shows a negative figure
of -6.52E-05, meaning that an increase in the value of the Capital expenditure (PCE) will lead to 6.52E-05unit
decrease in the Gross domestic product (GDP). The coefficient of EXD on its own part showed a positive
relationship with Gross domestic product (GDP), with a coefficient of 0.000483. This means that an increase in
the value of External debt of the nation will lead to 0.000483units increase in the value of Gross domestic
products.
The coefficient of multiple determinations (R2) as given in the result of the regression result of the
ordinary least square is given as 0.990200 which implies 99.02% with an adjusted R2 of 0.987185 which implies
98.72%. This explains that the explanatory variables (PEX, PRE, PCE and EXD) accounted for 98.72%
behaviour of the Gross Domestic Product (GDP), while the remaining 1.28% is accounted for by the stochastic
variable. The t-test is done to test the significance of each if the explanatory variables using the student tdistribution test. It is carried out on a two tail test and by comparing the T-Cal and the T-tab.
The decision rule is that If T. Cal > T-tab, accept H1 and reject H0 and if T- Cal < T-tab, accept H0 and reject H1.
Table 4.2. Summary of T-statistical test for the parameters

Variables

T-calculated

C
4021.777
PEX

1.995397

PRE

1.335391

PCE

-0.088024

EXD

2.129467

T-tabulated

H0

H1

Remark

1.771

Reject

Accept

Significant

1.771

Reject

Accept

Significant

1.771

Accept

Reject

Insignificant

1.771

Accept

Reject

Significant

1.771

Reject

Accept

Significant

From the above table, it can be deduced that the constant parameter and two other variables (PEX and EXD) are
statistically significant while the other two explanatory variables (PRE and PCE) shows statistical insignificance.
Table 4.3. Summary of F-statistical test
Summary
Decision
F-Calculated
F-Tabulated
H0
328.3961
3.03
Reject
The F-test shows the statistical significance of the whole model.

H1
Accept

Remark
Significant

The table above show F-Cal > F-Tab, hence, we accept H1 and reject H0. The rejection of H0 means the
model is statistically significant.
The statistical test of Durbin Watson shows that DW value falls within the “Inconclusive region”. This means
that the statistical presence of autocorrelation in the model is inconclusive.

5
Developing Country Studies
ISSN 2224-607X (Paper) ISSN 2225-0565 (Online)
Vol.3, No.13, 2013

4.1

www.iiste.org

SUMMARY AND IMPLICATION OF FINDINGS

The results in this study shows that only Public Capital expenditure (PCE) shows negative relationship
with the explained variable while the constant parameter and all other explanatory variables; Public total
expenditure (PEX), Public recurrent expenditure (PRE) and External debt (EXD) shows a positive relationship
with the Gross domestic product (GDP) of the country. Meanwhile in the statistical test carried out, only the
coefficient of Public recurrent expenditure (PRE) was statistically insignificant while others shows significance.
The coefficient of multiple determinants (R2) shows the goodness of fit of the model with an estimated 0.990200
which indicates that approximately 99% of the behaviour of behaviour of the GDP of any economy can be
explained by the variously identified explanatory budget implementation variables (PEX, PRE, PCE and EXD).
While the error term account for the remaining 1%. Also, the Durbin Watson statistics shows that the
autocorrelation test is inconclusive, hence implying the need for further research on this topic in which this
objective work will serve as a starting point for.
The implication of the above is therefore that a nation needs to take the issue of budget very seriously.
A critical evaluation of the result also revealed that the variable with lowest of effect is the debt level which
implies that the multiplier effect of any foreign debt obtained by a nation is not always commensurate with the
volume of loan gotten. Most of the return on it is used in the servicing of the loan itself. The coefficient of Public
capital expenditure which shows negative is not in any way surprising as the benefits of these expenses are not
meant to be enjoyed in the immediate year but expected to have a multiplier effect over a long period of time.
Capital expenditure on the short-run do usually seem like a negative decision at the time of making them but
later result into positivity as the spill-over effect begins to surface. On the overview, the model was significant in
the explanation of the behaviour of a nation’s performance and therefore implies that an appropriate implement
of budgetary plan will increase the performance level of a nation.
5.0 SUMMARY OF FINDINGS AND RECOMMENDATIONS
The paper critically examined the effect of Budget implementation on the performance the Nigerian
economy. The main finding emerging from this research indicates that Budget implementation has significant
impact on the performance of the economy; hence, it justifies the assertion of the Wegner who uphold the
preparation of a good budget and it appropriate implementation. In light of the findings of this study, it is of
cognizance to recommend policy measures to further enhance the effect of budget implementation on national
performance. The following recommendations were made:
1.

2.
3.

4.

Nations should endeavor to include more capital expenditure in it budgetary plan in other to speed
record a yearly increase in the value of growth process that is brought about by the future effect of
capital investment.
The proportion of debt finance in the national budget should be kept as low as possible as well as make
appropriate and judicious use of such.
Apart from paper documentations, government should ensure effective implementation of budget by
translating the budgeted amount into tangible assets such as good roads, infrastructures, electricity
supply among others so that the ordinary citizen on the road can feel the impact of good governance.
Finally, the government should also try to put in place effective machinery that will ensure the strict
adherence to due process and total implementation of annual budget provision and avoid diversion of
public funds to personal uses..

REFERENCES
Afzal, M. and Q. Abbas,( 2012) “Wagner’s law in Pakistan: another look,” A Journal of Economics and
International Finance, ( 2) 1, 12–19,
Akpan, N. (2005) “Government Expenditure and Economic Growth in Nigeria: A Disaggregated Approach.
CBN Economic and Financial Review”, 43(1).
Alam, S., A. Sultana, and Butt M. S., (2010) “Does social expenditures promote economic growth? A
multivariate panel co-integration analysis for Asian Countries,” European Journal of Social Sciences,
(14) 1, 44–54

6
Developing Country Studies
ISSN 2224-607X (Paper) ISSN 2225-0565 (Online)
Vol.3, No.13, 2013

www.iiste.org

Barro, R.J. (1991) “Economic growth in a cross section of countries,” Quarterly Journal of Economics, (106)2,
407–443.
Bingxin, Yu, Fan, S, and Saurkar, A (2009) “Does composition of government spending matter to economic
growth?” in Proceedings of the International Association of Agricultural Economists Conference,
Beijing, China,
Castles, F.G and Dowrick, S. (1990) “Impact of government spending levels on medium term economic growth
in the OECD, 1960– 1985,” Journal of Theoretical Policies, (20)1, 173–204
Devarajan, S, Swaroop,V and Zou, H. F (1996) “The composition of public expenditure and economic growth,”
Journal of Monetary Economics, (37) 2, 313–344.
Dilrukshini, W.A, (2004) “Expenditure and economic growth in Sri Lanka: co-integration analysis and causality
testing,” Staff Studies, (34)1, 51–68.
Dogan, E. and Tang T. C, (2006) “Government expenditure and national income: causality tests for five south
East Asian countries,” International Business and Economic Research Journal,( 5)10.
Fajingbesi A., A., and Odusola A. F.(1999). Public Expenditure and Growth. A Paper Presented at a Training
Programme on Fiscal Policy Planning Management in Nigeria, Organized by NCEMA, Ibadan, Oyo
State, 137-179
Herath, S. (2004) “Size of the government and economic growth: an Empirical Study of Sri Lanka,” SRE—
Discussion Papers 2010/05, WU Vienna University of Economics and Business,Vienna, Austria, 2004.
Ighodaro, Clement A. U. and Dickson E. Oriakhi (2010) “Does The Relationship Between Government
Expenditure And Economic Growth Follow Wagner’s Law In Nigeria?” Annals of the University Of
Petroşani, Economics, 10(2), 185-198.
Komain, J. and T. Brahmasrene, (2007) “Relationship between government expenditures and economic growth
in Thailand,” Journal of Economics and Economic Education Research, (8) 1, 93–102.
Loizides, J. and G. Vamvoukas, (2005) “Expenditure and economic growth: evidence from trivariate causality
testing,” Journal of Applied Economics, ( 8)1, 125–152 Tax Journal, (33)1,189-201.
Mayandy K. (2012) Wagner’s Law in Sri Lanka: An Econometric Analysis
Meig.W, &Meig, F. (2004).Accounting the Basic Business Decision New York, USA, MCGraw-Hill Book
Company, 51-68.
Nurudeen, Abu and A. Usman (2010) “Government Expenditure and Economic Growth In Nigeria, 1970-2008:
A Disaggregated Analysis” Business and Economics Journal, Volume 2010 BEJ-4, 1-11Ogiogio, G.O
(1995) Government Expenditure and Economic Growth in Nigeria. Journal of Economic Management,
2(1).http://astonjournals.com/bej Research Article
Olomola, P.A. (2004) “Co-integration analysis-causality testing and Wagner’s law: the case of Nigeria,” Journal
of Social and Economic Development, ( 6)1, 76–90
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Auditing”, Asian journal of finance and accounting, ISSN 1946-052x. (4)2, 213-214.
Omolehinwa, E. (2003). Government Budgeting in Nigeria, Lagos, Nigeria, Pumark Nig Ltd,1-14.
Oyinlola O,(1993). Nigeria’s National Defence and Economic Development: An Impact Analysis. Scandinavian
Journal of Development Alternatives, 12(3).
Ramayandi, A. (2003) “Growth and government size in Indonesia: some lessons for the local authorities,
Working Papers in Economics and Development Studies 2003/02, Department of Economics,
Padjadjaran University, 2003.
Verma, S. and R. Arora, (2010) “The Indian economy support Wagner’s law? An econometric analysis,”
Eurasian Journal of Business and Economics, ( 3) 5, 77–91.
Zheng, Y, J. Li, X. L. Wong, and C. Li, (2010) “An empirical analysis of the validity of Wagner’s law in China:
a case study based on Gibbs sampler,” International Journal of Business and Management,(5) 6.

7
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Budget implementation and economic growth in nigeria

  • 1. Developing Country Studies ISSN 2224-607X (Paper) ISSN 2225-0565 (Online) Vol.3, No.13, 2013 www.iiste.org Budget Implementation and Economic Growth in Nigeria OKE. M.O. (dr.okemike2012@yahoo.com) DEPARTMENT OF BANKING AND FINANCE, FACULTY OF MANAGEMENT SCIENCES EKITI STATE UNIVERSITY ABSTRACT This study examines the effect of budget implementation on the Nigerian economic growth and provides panacea to the problem of budget allocation and its implementation. To achieve this broad goal, the econometric model of ordinary least square (OLS) regression test was employed for analysis and time series data span from 1993 to 2010 was considered. Budget in the public sector of Nigeria has almost become a ritual or a yearly affairs which though good in content but without appreciable result. The issue of budget implementation has long been a source of concern to the public and also considering the important impetus of budget implementation on economic growth and development in Nigeria. The dependent variable was proxied by gross domestic product (GDP), while the independent variables were public total expenditure (PEX), public recurrent expenditure (PRE), public capital expenditure (PCE) and external debt (EXD). The results revealed that budget implementation has a positive effect impact on Nigeria economic growth. The results further showed a positive relationship between GDP and public total expenditure (PEX), public recurrent expenditure (PRE), public capital expenditure, external debt (EXD), while public capital expenditure (PCE) shows a negative relationship to GDP. The study recommends that government should enact on enabling law that will ensure the workability of its budgets according to plans and increase the proportion of capital expenditure to recurrent expenditure so that the budget can have growth and development inducement among others Keywords: Budget, Budget implementation, Government policy Public expenditure, Fiscal policy. 1.0 INTRODUCTION A budget is a framework for revenue and expenditure outlays over a specified period usually one year (Olurankise (2012)). It is an instrument stipulating policies and programmes aimed at realizing the development objectives of a government. Meigs and Meigs, (2004) defined budgets as a comprehensive financial plan, setting forth the expected route for achieving the financial and operational goals of an organization”. Earlier before then, Omolehinwa (2003) viewed Budget as the plan of dominant individuals in an organization expressed in monetary terms and subject to the constraints imposed by other participants and the environment indicating how the available resources may be utilized to achieve whatever the dominant individual agreed to be the organization’s proprieties”. Very recently, budgeting in Nigerian has continued to spring up various controversies as to the modality for preparation and administration in the country due to continuous change in government and consequential change in policy and ideology. Most especially with the understanding that a large percentage of the country’s population has gotten, this has made them advocate the need to review the size of governance in order to push up the provisions available for more necessary projects. Only recently too was the controversy over the oil benchmark that has hindered the national assembly from the passage of the 2013 budget due to dispute over the price that must be used for budgeting purposes. It is important to state here that implementation cannot be discussed without appropriate planning and reassessing coupled with proper monitoring to facilitate it efficient implementation. Budgeting and its process in Nigeria remain problematic both in the areas of preparation and implementation, hence, the need for adequate control aimed at improving effective resources utilization at the budget implementation stage. Fiscal policy is a fundamental instrument that can be used to lessen short-run fluctuations in output and employment. Meanwhile, in macroeconomic issues such as high unemployment, inadequate national savings, excessive budget deficits, and large public debt burdens, fiscal policy has been acknowledged to hold center stage in policy debate in both developed and developing economies. During the global economic recession of the 1930s, the government sectors of both developed and developing economies played a vital role in stimulating economic growth and development. In such situations every economy attempted to promote its economic growth through increasing government expenditures and reducing taxes. Public expenditure is a fundamental instrument that influences the sustainability of public finances via effects on 1
  • 2. Developing Country Studies ISSN 2224-607X (Paper) ISSN 2225-0565 (Online) Vol.3, No.13, 2013 www.iiste.org fiscal balances and government debt. Budget is traditionally generally seen from the phenomenon of shrink the target income, in contrast to the tendency to raise the expenditure budget target. This phenomenon helps to explain that the target revenue would be diminished if the area shows achievement in its realization. In Nigeria, before ministries and spending agencies of the government can incur an obligation to make expenditures, they must secure spending authorization from the Ministry of Finance through the use of warrants. This warrant will authorize officers controlling votes to incur expenditure in accordance with the approved estimates subject to any reserved items. If the Appropriation Act has not come into operation at the beginning of the year, a provisional General Warrant may be issued to ensure continuity of the services of government at a level not exceeding those of the previous year. The length of period of spending authorization is determined in functional cash flow forecast for the period when payments are anticipated. During the phase of budget implementation, there are many possibilities for interventions and manipulations in view of the fact that officials have a great amount of discretionary power to decide which spending ministry or agency will be granted spending authorization. In spite of the specific nature of appropriation laws, the commitment phase of the expenditure process is a fertile ground for corrupt activities. In Nigeria, budget process includes budget preparation by the executive, legislative approval and implementation by the different ministry, department and parastatal of the government. 2.0. LITRATURE AND EMPIRICAL REVIEW Various scholars have examined the effect of government budgeting on the economies of both developed and developing nations. Nurudeen and Usman (2010), investigated the effect of government expenditure on economic growth with disaggregated expenditure data from 1979 to 2007. The results reveal that government total capital expenditure, total recurrent expenditures, and government expenditure on education have negative effect on economic growth While the foregoing studies focused on the Keynesian model which stipulates that expansion of government expenditure accelerates economic growth, the most relevant study in tracing the causal relationship from output to government spending is that of Ighodaro et.al (2010). In addition to total government expenditure they used a disaggregated government expenditure data from 1961 - 2007, specifically; expenditure on general administration and that of community and social services to determine the specific government expenditure that economic growth may have significant impact on. Other variables reflecting fiscal policy changes and political freedom were also included in the model to augment the functional form of Wagner’s law. All the variables used were found to be I(1) and long run relationship exist between the dependent and the independent variables except in the case where only GDP was used as the independent variable. Wagner’s hypothesis did not hold in all the estimations rather Keynesian hypothesis was validated. Oyinlola (1993), examined the relationship between the Nigeria’s defense sector and economic development, and reported a positive impact of expenditure on economic growth. Fajingbesi and Odusola (1999) empirically investigated the relationship between government expenditure and economic growth in Nigeria. The econometric results indicated that real government capital expenditure has a significant positive influence on real output. However, the results showed that real government recurrent expenditure affects growth only by little. A study by Ogiogio (1995) also revealed a long-term relationship between government expenditure and economic growth. Moreover, the author’s findings showed that recurrent expenditure exerts more influence than capital expenditure on growth. Akpan (2005), used a disaggregated approach to determine the components (that include capital, recurrent, administrative, economic service, social and community service, and transfers) of government expenditure that enhances growth, and those that do not. The author concluded that there was no significant association between most components of government expenditure and economic growth in Nigeria. Castles and Dowrick (1990) used the shares of disaggregated public expenditure in health, education, and social transfers to explain economic growth. They found that social transfers and education had a positive effect on growth. Devarajan et al. (1996) also assessed the impact of different types of public expenditure on economic growth, but they did not find any significant relationship. Dogan (2006) investigated the relationship between national income and public expenditures for Indonesia, Malaysia, Philippines, Singapore, and Thailand. Granger causality tests were used to investigate the causal links between the two variables. The result of Granger causality revealed that causality runs from public expenditures to national income only in the case of Philippines, and there was no evidence for other countries. Verma and Arora (2010) examined the validity of Wagner’s law in India over the period from 1951 to 2008. Empirical evidences regarding short-run dynamics refuted the existence of any relationship between 2
  • 3. Developing Country Studies ISSN 2224-607X (Paper) ISSN 2225-0565 (Online) Vol.3, No.13, 2013 www.iiste.org economic growth and the size of the government expenditure. Afzal and Abbas (2012) reinvestigated the application of the Wagner’s hypothesis to Pakistan over the period from 1960 to 2007 using time series econometrics techniques. The study found that Wagner’s hypothesis does not hold for aggregate public spending and income for three periods (1961–2007, 1973–1990, and 1991–2007) while it holds only for the period from 1981 to 1991. However, when fiscal deficit is included, the results supported the existence of Keynesian views about public spending and growth. Zheng et al. (2010) studied the empirical analysis on the relationship between the size of Chinese government, as measured by its annual spending, and the growth rate of the economy. More specifically, it designed to examine the applicability of Wagner’s law to the Chinese economy. The statistics used in this research is annual time series data on total government spending and gross domestic product covering the period from 1952 to 2007. Empirical results showed no strong evidence in support of the validity of Wagner’s law for Chinese economy. Olomola (2004) confirmed the Wagner’s hypothesis both in short run and in the long run in Nigeria for the period from 1970 to 2001. Komain and Brahmasrene (2007) examined the relationship between public expenditure and economic growth in Thailand, by employing the Granger causality test. The results revealed that public expenditure and economic growth are not co-integrated, but there exists a significant positive effect of public expenditure on economic growth. Barro (1991) in a study of 98 developed and developing economies found a positive but weak relation between public expenditure and economic growth over the 1960 to 1985 period. Loizides and Vamvouks (2005) employed the causality test to examine the relationship between public expenditure and economic growth, using data set on Greece, United Kingdom, and Ireland. The authors found that government size Granger causes economic growth in all the countries they studied. The results also indicated that economic growth Granger causes public expenditure for Greece and United Kingdom. Bingxin et al. (2009) assessed the impact of the composition of public expenditure on economic growth in developing countries. They used a dynamic generalized method of moment (GMM) model and a panel data set for 44 developing countries between 1980 and 2004. The results indicated that the various types of government spending had different impact on economic growth. In Africa, human capital expenditure contributes to economic growth whereas, in Asia, capital formation, agriculture, and education expenditure had strong growth promoting effect. In Latin America, none of the public expenditure items was significant impact on economic growth. Ramayandi (2003) reviewed the relationship between government size and economic growth in the context of Indonesia and identified that government size tends to have a negative impact on growth. Herath (2004) examined the relationship between public expenditure and economic growth in Sri Lanka for the period from 1959 to 2003. The study found that government expenditure has a positive effect on economic growth; further his study suggested that openness is beneficial for Sri Lanka as it increases economic growth. Alam et al. (2010) examined the long-run relationship between social expenditure and economic growth in Asian developing countries including Sri Lanka. According to the analysis of the study concluded that expenditure in infrastructure, education, and health played an important role in promoting economic growth in all the selected Asian countries. Dilrukshini (2004) studied the relationship between public expenditure and economic growth in Sri Lanka from 1952 to 2002 using time series data to test the validity of Wagner's law and found that there is no empirical support either for the Wagner’s law or Keynesian hypothesis, in the case of Sri Lanka. 3.0 INTRODUCTION This study employs the use of Ordinary Least Square of regression analysis test the effect of international financial institutions on the Nigerian economic growth between 1993 and 2010. Secondary data for the study were sourced from Central Bank of Nigeria’s publications and statistical bulleting as well as publications from the Federal Office of Statistics (FOS) 3.1 MODEL SPECIFICATION The model adopted in this study is that of Mayandy Kesavarajah (2012) in the study of the Wagner’s Law in Sri Lanka: This model will be modified by adding two additional variables to suit the Nigerian situation. The model can be represented as: GDP = f (PEX, PRE, PCE, EXD, µ) ----------------------------------------- (1) 3
  • 4. Developing Country Studies ISSN 2224-607X (Paper) ISSN 2225-0565 (Online) Vol.3, No.13, 2013 www.iiste.org Where GDP - Gross Domestic Product PEX - Public Total Expenditure PRE - Public Recurrent Expenditure PCE - Public Capital Expenditure EXD - External debt µ - Stochastic variable F - Functional notation This model for simplicity sake will be presented in mathematical terms as depicted below GDP = β0 + β1PEX + β2PRE + β3PCE + β4EXD + µ Where Β0 – β4 = coefficient of estimates 3.3 PRIOR EXPECTATION In this study, the expected outcome of each of the explanatory variables adopted is presented below: 1. It is expected that Public Total Expenditure (PEX) will be positively related to Gross Domestic Product (GDP). That is f’ (PEX) is expected to be >0. This implies that an increase in Public Total Expenditure is expected to result into significant increase in Gross Domestic Product. 2. The level of Public Recurrent Expenditure (PRE) is expected to show a negative relationship with Gross Domestic Product (GDP). That is f’ (PRE) is expected to be <0. That is an increase in level of Public Recurrent Expenditure is expected to bring about a decrease in Gross Domestic Product (GDP). 3. It is expected that the level of Public Capital Expenditure (PCE) will keep a positive relationship with Gross Domestic Product (GDP). That is f’ (PCE) is expected to >0. This implies that an increase in Public Capital Expenditure will result into increase in Gross Domestic Product (GDP). 4. Also, External Debt (EXD) expected is expected to keep a negative relationship with Gross Domestic Product (GDP). That is f’ (EXD) is expected <0. This implies that an increase in EXD is expected to result into a reduction in the value of Gross Domestic Product (GDP). 4.0 DATA ANALYSIS AND FINDINGS The table below shows the results of the ordinary least square test conducted on the specified model. The OLS results reveal the relationship that exists between the dependent variable and each of the independent variable Table 4.1 Summary of Result VARIABLE C PEX PRE PCE EXD R2 = 0.990200 COEFFICIENTS STANDARD ERROR PROBABILITY 7.573314 0.001883 0.0000 0.000691 0.000346 0.0674 0.001014 0.000759 0.2047 -6.52E-05 0.000740 0.9312 0.000483 0.000227 0.0529 Adj R2 = 0.987185 F-STAT = 328.3961 DW-STAT = 0.992515 Source: Author’s Computation 4
  • 5. Developing Country Studies ISSN 2224-607X (Paper) ISSN 2225-0565 (Online) Vol.3, No.13, 2013 www.iiste.org From table 4.1, the relationship between the dependent variable (GDP) and the independent variables (PEX, PRE, PCE and EXD) can be deduced can be expressed mathematically as in: MD = 7.573314 + 0.000691PEX + 0.001014PRE- 6.52E-05PCE + 0.000483EXD + µ From the above result, the constant parameter is positive, showing that if all Independent variables are held constant, the dependent variable (GDP) will increase by7.573314units. The coefficient of PEX is also positively related to GDP with an estimate of 0.000691. This implies that an increase in the Public Total Expenditure (PEX) will lead to an increase in GDP by 0.000691units. Also, the coefficient of PRE also showed a positive relationship with Gross domestic product (GDP) with a coefficient of 0.001014. This means that an increase in the Public recurrent expenditure in the country will lead to increase in the Gross domestic product (GDP) by 0.001014units. Meanwhile, the coefficient of Public capital expenditure (PCE) shows a negative figure of -6.52E-05, meaning that an increase in the value of the Capital expenditure (PCE) will lead to 6.52E-05unit decrease in the Gross domestic product (GDP). The coefficient of EXD on its own part showed a positive relationship with Gross domestic product (GDP), with a coefficient of 0.000483. This means that an increase in the value of External debt of the nation will lead to 0.000483units increase in the value of Gross domestic products. The coefficient of multiple determinations (R2) as given in the result of the regression result of the ordinary least square is given as 0.990200 which implies 99.02% with an adjusted R2 of 0.987185 which implies 98.72%. This explains that the explanatory variables (PEX, PRE, PCE and EXD) accounted for 98.72% behaviour of the Gross Domestic Product (GDP), while the remaining 1.28% is accounted for by the stochastic variable. The t-test is done to test the significance of each if the explanatory variables using the student tdistribution test. It is carried out on a two tail test and by comparing the T-Cal and the T-tab. The decision rule is that If T. Cal > T-tab, accept H1 and reject H0 and if T- Cal < T-tab, accept H0 and reject H1. Table 4.2. Summary of T-statistical test for the parameters Variables T-calculated C 4021.777 PEX 1.995397 PRE 1.335391 PCE -0.088024 EXD 2.129467 T-tabulated H0 H1 Remark 1.771 Reject Accept Significant 1.771 Reject Accept Significant 1.771 Accept Reject Insignificant 1.771 Accept Reject Significant 1.771 Reject Accept Significant From the above table, it can be deduced that the constant parameter and two other variables (PEX and EXD) are statistically significant while the other two explanatory variables (PRE and PCE) shows statistical insignificance. Table 4.3. Summary of F-statistical test Summary Decision F-Calculated F-Tabulated H0 328.3961 3.03 Reject The F-test shows the statistical significance of the whole model. H1 Accept Remark Significant The table above show F-Cal > F-Tab, hence, we accept H1 and reject H0. The rejection of H0 means the model is statistically significant. The statistical test of Durbin Watson shows that DW value falls within the “Inconclusive region”. This means that the statistical presence of autocorrelation in the model is inconclusive. 5
  • 6. Developing Country Studies ISSN 2224-607X (Paper) ISSN 2225-0565 (Online) Vol.3, No.13, 2013 4.1 www.iiste.org SUMMARY AND IMPLICATION OF FINDINGS The results in this study shows that only Public Capital expenditure (PCE) shows negative relationship with the explained variable while the constant parameter and all other explanatory variables; Public total expenditure (PEX), Public recurrent expenditure (PRE) and External debt (EXD) shows a positive relationship with the Gross domestic product (GDP) of the country. Meanwhile in the statistical test carried out, only the coefficient of Public recurrent expenditure (PRE) was statistically insignificant while others shows significance. The coefficient of multiple determinants (R2) shows the goodness of fit of the model with an estimated 0.990200 which indicates that approximately 99% of the behaviour of behaviour of the GDP of any economy can be explained by the variously identified explanatory budget implementation variables (PEX, PRE, PCE and EXD). While the error term account for the remaining 1%. Also, the Durbin Watson statistics shows that the autocorrelation test is inconclusive, hence implying the need for further research on this topic in which this objective work will serve as a starting point for. The implication of the above is therefore that a nation needs to take the issue of budget very seriously. A critical evaluation of the result also revealed that the variable with lowest of effect is the debt level which implies that the multiplier effect of any foreign debt obtained by a nation is not always commensurate with the volume of loan gotten. Most of the return on it is used in the servicing of the loan itself. The coefficient of Public capital expenditure which shows negative is not in any way surprising as the benefits of these expenses are not meant to be enjoyed in the immediate year but expected to have a multiplier effect over a long period of time. Capital expenditure on the short-run do usually seem like a negative decision at the time of making them but later result into positivity as the spill-over effect begins to surface. On the overview, the model was significant in the explanation of the behaviour of a nation’s performance and therefore implies that an appropriate implement of budgetary plan will increase the performance level of a nation. 5.0 SUMMARY OF FINDINGS AND RECOMMENDATIONS The paper critically examined the effect of Budget implementation on the performance the Nigerian economy. The main finding emerging from this research indicates that Budget implementation has significant impact on the performance of the economy; hence, it justifies the assertion of the Wegner who uphold the preparation of a good budget and it appropriate implementation. In light of the findings of this study, it is of cognizance to recommend policy measures to further enhance the effect of budget implementation on national performance. The following recommendations were made: 1. 2. 3. 4. Nations should endeavor to include more capital expenditure in it budgetary plan in other to speed record a yearly increase in the value of growth process that is brought about by the future effect of capital investment. The proportion of debt finance in the national budget should be kept as low as possible as well as make appropriate and judicious use of such. Apart from paper documentations, government should ensure effective implementation of budget by translating the budgeted amount into tangible assets such as good roads, infrastructures, electricity supply among others so that the ordinary citizen on the road can feel the impact of good governance. Finally, the government should also try to put in place effective machinery that will ensure the strict adherence to due process and total implementation of annual budget provision and avoid diversion of public funds to personal uses.. REFERENCES Afzal, M. and Q. Abbas,( 2012) “Wagner’s law in Pakistan: another look,” A Journal of Economics and International Finance, ( 2) 1, 12–19, Akpan, N. (2005) “Government Expenditure and Economic Growth in Nigeria: A Disaggregated Approach. CBN Economic and Financial Review”, 43(1). Alam, S., A. Sultana, and Butt M. S., (2010) “Does social expenditures promote economic growth? A multivariate panel co-integration analysis for Asian Countries,” European Journal of Social Sciences, (14) 1, 44–54 6
  • 7. Developing Country Studies ISSN 2224-607X (Paper) ISSN 2225-0565 (Online) Vol.3, No.13, 2013 www.iiste.org Barro, R.J. (1991) “Economic growth in a cross section of countries,” Quarterly Journal of Economics, (106)2, 407–443. Bingxin, Yu, Fan, S, and Saurkar, A (2009) “Does composition of government spending matter to economic growth?” in Proceedings of the International Association of Agricultural Economists Conference, Beijing, China, Castles, F.G and Dowrick, S. (1990) “Impact of government spending levels on medium term economic growth in the OECD, 1960– 1985,” Journal of Theoretical Policies, (20)1, 173–204 Devarajan, S, Swaroop,V and Zou, H. F (1996) “The composition of public expenditure and economic growth,” Journal of Monetary Economics, (37) 2, 313–344. Dilrukshini, W.A, (2004) “Expenditure and economic growth in Sri Lanka: co-integration analysis and causality testing,” Staff Studies, (34)1, 51–68. Dogan, E. and Tang T. C, (2006) “Government expenditure and national income: causality tests for five south East Asian countries,” International Business and Economic Research Journal,( 5)10. Fajingbesi A., A., and Odusola A. F.(1999). Public Expenditure and Growth. A Paper Presented at a Training Programme on Fiscal Policy Planning Management in Nigeria, Organized by NCEMA, Ibadan, Oyo State, 137-179 Herath, S. (2004) “Size of the government and economic growth: an Empirical Study of Sri Lanka,” SRE— Discussion Papers 2010/05, WU Vienna University of Economics and Business,Vienna, Austria, 2004. Ighodaro, Clement A. U. and Dickson E. Oriakhi (2010) “Does The Relationship Between Government Expenditure And Economic Growth Follow Wagner’s Law In Nigeria?” Annals of the University Of Petroşani, Economics, 10(2), 185-198. Komain, J. and T. Brahmasrene, (2007) “Relationship between government expenditures and economic growth in Thailand,” Journal of Economics and Economic Education Research, (8) 1, 93–102. Loizides, J. and G. Vamvoukas, (2005) “Expenditure and economic growth: evidence from trivariate causality testing,” Journal of Applied Economics, ( 8)1, 125–152 Tax Journal, (33)1,189-201. Mayandy K. (2012) Wagner’s Law in Sri Lanka: An Econometric Analysis Meig.W, &Meig, F. (2004).Accounting the Basic Business Decision New York, USA, MCGraw-Hill Book Company, 51-68. Nurudeen, Abu and A. Usman (2010) “Government Expenditure and Economic Growth In Nigeria, 1970-2008: A Disaggregated Analysis” Business and Economics Journal, Volume 2010 BEJ-4, 1-11Ogiogio, G.O (1995) Government Expenditure and Economic Growth in Nigeria. Journal of Economic Management, 2(1).http://astonjournals.com/bej Research Article Olomola, P.A. (2004) “Co-integration analysis-causality testing and Wagner’s law: the case of Nigeria,” Journal of Social and Economic Development, ( 6)1, 76–90 Olurankise, F. (2012) “due process and budget implementation; An evaluation of Nigerian Public Sector Auditing”, Asian journal of finance and accounting, ISSN 1946-052x. (4)2, 213-214. Omolehinwa, E. (2003). Government Budgeting in Nigeria, Lagos, Nigeria, Pumark Nig Ltd,1-14. Oyinlola O,(1993). Nigeria’s National Defence and Economic Development: An Impact Analysis. Scandinavian Journal of Development Alternatives, 12(3). Ramayandi, A. (2003) “Growth and government size in Indonesia: some lessons for the local authorities, Working Papers in Economics and Development Studies 2003/02, Department of Economics, Padjadjaran University, 2003. Verma, S. and R. Arora, (2010) “The Indian economy support Wagner’s law? An econometric analysis,” Eurasian Journal of Business and Economics, ( 3) 5, 77–91. Zheng, Y, J. Li, X. L. Wong, and C. Li, (2010) “An empirical analysis of the validity of Wagner’s law in China: a case study based on Gibbs sampler,” International Journal of Business and Management,(5) 6. 7
  • 8. This academic article was published by The International Institute for Science, Technology and Education (IISTE). The IISTE is a pioneer in the Open Access Publishing service based in the U.S. and Europe. The aim of the institute is Accelerating Global Knowledge Sharing. More information about the publisher can be found in the IISTE’s homepage: http://www.iiste.org CALL FOR JOURNAL PAPERS The IISTE is currently hosting more than 30 peer-reviewed academic journals and collaborating with academic institutions around the world. There’s no deadline for submission. Prospective authors of IISTE journals can find the submission instruction on the following page: http://www.iiste.org/journals/ The IISTE editorial team promises to the review and publish all the qualified submissions in a fast manner. All the journals articles are available online to the readers all over the world without financial, legal, or technical barriers other than those inseparable from gaining access to the internet itself. Printed version of the journals is also available upon request of readers and authors. MORE RESOURCES Book publication information: http://www.iiste.org/book/ Recent conferences: http://www.iiste.org/conference/ IISTE Knowledge Sharing Partners EBSCO, Index Copernicus, Ulrich's Periodicals Directory, JournalTOCS, PKP Open Archives Harvester, Bielefeld Academic Search Engine, Elektronische Zeitschriftenbibliothek EZB, Open J-Gate, OCLC WorldCat, Universe Digtial Library , NewJour, Google Scholar