高等教育与经济增长之间的纽带巴基斯坦的实证研究

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论文字数:26596 论文编号:sb2020090611045533090 日期:2020-09-22 来源:硕博论文网
育之间存在长期的正相关关系?经济增长。本研究采用了两种计量经济模型。在得到ARDL模型的结果之前,需要检查所有变量的信度。为此,应用ADF检验,结果表明所有变量在水平和第一差上都是固定不变的。

Chapter 1  Introduction

1.1 Background
Education  is  usually  acknowledged  as  an  important  factor  of  economic  growth.  This  shows  a dynamic  role  in  human  capacity  building  and  rushes  economic  growth  over  a  society's awareness, expertise and innovative power. Not only are the benefits of schooling limited to the national  economy,  but  it  also  benefits  individuals.  Education  is  particularly  important  for  the Pakistan, wherever advancement is necessary if an economy want to come out from less growth rate.  Pakistan  has  placed  great  importance  on  elementary  and  just  now on  secondary  education for several decades. But as a means of improving economic growth, they have ignored tertiary / the  higher  education.  Pakistan?s education system  has  suffered  the  Government's  ongoing  and serious expenditure over the past five decades. Public education spending presently stands at 1.7 per cent of GDP, as opposed to 4 per cent of UNESCO's education spending.  According to the UNDP,  Pakistan  is  one  of  the  world's  12  countries,  investing  only  2  %  of  GDP  on  education sector.  Some  scholars  say  that  improving  Pakistan's  education  could  boost  growth  and productivity.   As human capital literature rate is currently the lowest in the world.  On the other side,  less  growth  rate  reduces  the  State's  ability  to  provide  universal  education.  Since  Ancient Greece the interrelationships among schooling and economic development have been discussed. A different group of researchers like Adam Smith and classical economists stressed the status of investing  in  social  capabilities.  A  primary  effort  to  calculate  education?s  impact  to  economic growth  was  either  based  on  the  accounting  method  of  growth  or  the  rate  of  return  on  human resources.  Though,  it  wasn't  too  late  in  the  20th  era  that  this  relationship  was  formally  and scientifically  analyzed  by  researchers.  Numerous  studies  studied  the  connection  among economic  growth  and  the  education,  for  example  Psaharoupolous,  1988;  De  Meulmester  et.  al 1995;  Jorgenson  &  Fraumeni  1998.  Their  initial  opinion  has  at  all  times  been  the  base  of  very growth  of  the  economy.  The  older  philosophers  assumed  that  growth  of  the  economy  in  the productive processes depended on capital increase and the labor factor. The rising productivity in these  production  factors  was  found  to  be  a  dynamic  reason  of  economic  growth.  While researchers  confirmed  that  country-wide  associations  exist  among  economic  growth  levels  and school  admission  rates  counting  the  higher  education  registration,  a  different  group of  scholars for example De Meulmester et al. (1995) used new innovative econometric methods, initiate that this is not a clear relation.
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1.2 Problem Statement and Research Objectives
Theoretical  literature predicts that employment will affect economic growth  positively (Romer, 1987). Empirical research, however, shows mixed results that education impacts growth  though most  of  the  studies  are  agreed  with  this  literature.  The  findings  of  whether  schooling  and economic growth have a causal relationship are inconclusive. 
It  has  been  noted  in  recent  years  that  government  is  putting  more  emphasis  on  educational attainment. Government has also increased its spending on the education sector. There has been an intense increase in higher level of education enrollments since 2001. That shows that demand for education in Pakistan has been rising.  The Pakistan economy, however, till now facing  high poverty  problem,  income  disparity,  and  poor  conditions  of  educational  institutes  in  the  public sector,  high  fees  paid  by  universities  in  the  private  sector,  poor  academic  policies  and  poor implementation of those strategies. Public education spending presently stands at 1.7 per cent of GDP,  as  opposed  to  4  per  cent  of  UNESCO's  education  spending.  According  to  the  UNDP, Pakistan is one of the world's 12 countries, investing only 2% of GDP on education sector.
Pakistan's growth trend has been positive but Pakistan has not performed well enough compared with other countries like India and China. According to the IMF's international economic outlook (2014),  the  average  annual  growth  rate  for  Pakistan  between  1990  and  2011  is  2.9%,  whereas comparable  figures  for  China  and  India  are  10.5%  and  6.8%  respectively.  Given  that  here  is  a connection  among  growth  of  the  country  and  the  higher  education  as  attested  by  theories  and other  previous  studies,  the  basic  aim  of  the  research  is  to  create  the  relation  among  Pakistan's growth of the country and education.
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Chapter 2  Literature Review 

2.1 Education & Economic Growth
(Bashir  and  Amir  2019)  investigate  that  education  expenditures  have  significant  influence  on Pakistan's  short-term  and  long-term  growth  of  the  economy,  using  ARDL  methodology,  from 1971 to 2017. Moreover, study concludes the results of error correction term that GDP per capita deviation  from  the  equilibrium  level  would  be  rectified  by  about  11%  each  year.  Based  on the findings,  study  recommends  poverty  reduction  and  stabilization  of  the  macroeconomics. Government  intervention  promoting  further  education  spending  and  stimulating  economic growth is of paramount importance. 
Across  15,000  different  universities  from  78  countries,  10  percent  of  the  region's  universities were correlated with a 0.4 percent increase in that region's GDP. Additionally  universities effect positively to the other neighboring counties that are close to each other .huge amount of human capital and increased  invention has large-scale impact on economic growth (Valero and Reenen 2018). Study explores the influence of real GDP of Pakistan on human capital or progress from 1992 until 2014.  Johansen's technique of co-integration has been used in the long run to check the  influence  of  human  capital  on  real  GDP;  study  showed  that the  relationship  between  these two  is  positive.  Education  sector  investment  is  required  to  improve  the  human  capital  which brings economic growth. (Kazmi, Ali and Ali 2018)
(Abugamea 2018) used the OLS calculation to analyze the effects of education in Palestine from 1990  through  2014.   The  study  presented  that  secondary  schooling  admissions  and  higher education enrolments are having a decreasing and less outcome on the economic growth due to the  weakness  of  the  Palestinian  economy.  Improving  economic  growth  requires  quality education. Study  analyzes the relationship  among female  high  school  enrollment and economic growth of Pakistan from 1975 to 2014 and Johansen Co-integration technique was applied. Study initiated that female secondary education and  labor have  marginal positive effects while capital increase  has  positive  effects  on  economic  development  of  Pakistan.  By  applying  the  Granger long-term causality test found between female high school enrollment and GDP while short-term unidirectional  causality  that  runs  from  GDP  to  female  high  school  enrollment  is  found  (Ali, 2017).
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 2.2 Poverty & Income Inequality
In India and China affiliation among growth of the country and education were studied by using the  yearly data from  the period of  1970 to  2005. The  research  used a dynamic ordinary  least squares (DOLS) econometric techniques and also the vector errors correction model (VECM). The  study  results  point  out  that  China  and  India  have  a  long  run  trend  association  among economic growth and education. For both countries, a one sided  fundamental relationship has been noticed in the long run, in China between income and expenditure on education , while if talk about India the results showed that Granger causality is found among education spending and income (Kaur, Baharom and Habibullah, 2014).
Role  of  quality  education  is  discussed  in  this  study.  Study  initiated  that  Population  with intellectual  skills  contributed  further to economic growth then only to school achievement.  A basic school education has a great influence on development of the economy, and improving the schooling structure can reduce the economic gap with industrial countries. She also suggests that addition of information technology in teaching will improve the quality of education (Kiani and Adiqa, 2013). Study examines the effects of employment, safety, and food inflation on economic growth using the 1971-1972 to 2010-2011 ARDL methodology. Study reveals the positive and negative effect respectively on food inflation and education in short- and long-term on growth of the country. Two- way causality is found between economic growth, education, and food inflation (Afzal et al, 2013).
This study considered the case of the Asian countries and modeled macroeconomic factors like human capital greatly affected the  economic growth  in the panel data by using the  fixed and random  effect  model.,  with  controlled  It  has  been  observed  that  by  using  the  random  effects model human capital investment has a negative influence on GDP, but no effect was found when applied fixed effects model in the study (Ullah and Rauf, 2013). The effects of higher education on  economic  growth  of  Pakistan's  between  1980  and  2011  using  the  ARDL  methodology  was discussed  in  this  study  and  the  positive  relationship  found  in  both.  Study  suggests  that  the strengthening of the Higher Education Commission will increase economic development (Qazi et al, 2013).
Table 3-1 Education Indicators
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Chapter 3 Education Sector in Pakistan: An Overview .................................... 23
3.1 Introduction ............................ 23
3.2 Regional Education Assessment.................. 23
Chapter 4 Data Sources and Methodology ...................................... 29
4.1 Data Sources ................................... 29
4.2 Methodology ............................. 29
Chapter 5 Results and Interpretation .................................... 31
5.1 Unit Root Test .......................................... 31
5.2 Test of Co-Integration ............................. 32

Chapter 5  Results and Interpretation

5.1 Unit Root Test
In this section, association among and gross domestic product and higher education in Pakistan is taken from the period of 1980 to 2018, which is based on statistical tests. Before applying the ARDL model, unit root test would be used to check the stationery of the variables. The result of the unit root test is mentioned below:
Unit Root Test  Results  Table (ADF)
Null Hypothesis: the variable has a unit root
Table 5-1
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Chapter 6 Conclusion

6.1 Conclusion
In this study it?s aimed to seek the long run relationship in Pakistan among higher education and economic growth from 1980 to 2018 by taking long term annual data. Co-integration approach of ARDL  bound testing  finds that  in  long run positive relation exists  among  higher education and Pakistan?s  economic  growth.  Two  econometric  models  have  been  used  in  this  research. Stationery of all the variables is needed to be checked before finding the results of ARDL model. For this purpose ADF test is applied and results indicated that all variables are stationery at level and first difference. 
The  investigated  variable  of  Model  1  shows  that  economic  growth  and  examined  variables (Gross  fixed  capital  formation,  higher  education  enrollments,  Higher  education  expenditures, Exports) have  long run relationship. First model estimated the higher education effect on GDP. Results  found  a  positive  relation  among  both  variables.  Other  explanatory  variables  GFCF, HEExp, Exp are also effecting positively to economic growth of  Pakistan with respect to higher education.   Moreover,  results  of  inflation  and  FDI  are  showing  negative  effect  on  economic growth  with  respect  to  higher  education.  These  results  make  this  study  unique  as  compare  to previous  studies.  These  negative  results  are  because  of  unpredictable  economic  policies  by  un-expert policies makers and high corruption in education sector. 
reference(omitted)
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