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The Impact of Educational Investment on Sustainable Economic Growth in Guangdong, China: A Cointegration and Causality Analysis

Author

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  • Liping Liao

    (Department of Economics, Jinan University, Guangzhou 510632, China)

  • Minzhe Du

    (Department of Economics, Jinan University, Guangzhou 510632, China)

  • Bing Wang

    (Department of Economics, Jinan University, Guangzhou 510632, China)

  • Yanni Yu

    (Institute of Blue and Green Development, Shandong University, Weihai 264209, China)

Abstract

Education, as an investment in human capital, is regarded as an important determinant of sustainable economic growth [ 1 , 2 ]. The purpose of this study is to explore the cointegration and causality between the investment in education and sustainable economic growth in Guangdong province by using the panel data of 21 cities from 2000 to 2016. We construct a variable intercept panel data model with an individual fixed effect based on the Cobb-Douglas production function, estimating the contribution of the investment in education to economic growth by introducing lags. The findings show the existence of the feedback causality between education and sustainable economic growth. Also, the results reveal that the local financial investment in education plays a positive and statistically significant role in promoting sustainable economic growth. However, the contribution of the local financial investment in education to economic growth varies in different areas. The investment in education in the Pearl River Delta region have the most obvious pull effects on its regional economy, whereas the Western region takes the second place. Meanwhile, the local financial investment in education for its role in promoting economic growth obviously has a two-year hysteresis effect. These findings have important implications for Guangdong’s solution to the imbalance between regional educational investment and sustainable economic growth.

Suggested Citation

  • Liping Liao & Minzhe Du & Bing Wang & Yanni Yu, 2019. "The Impact of Educational Investment on Sustainable Economic Growth in Guangdong, China: A Cointegration and Causality Analysis," Sustainability, MDPI, vol. 11(3), pages 1-16, February.
    • Handle: RePEc:gam:jsusta:v:11:y:2019:i:3:p:766-:d:202734
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    1. Lin, T. -C., 2003. "Education, technical progress, and economic growth: the case of Taiwan," Economics of Education Review, Elsevier, vol. 22(2), pages 213-220, April.
    2. Youngjin Woo & Euijune Kim & Jaewon Lim, 2017. "The Impact of Education and R&D Investment on Regional Economic Growth," Sustainability, MDPI, vol. 9(5), pages 1-18, April.
    3. Hassan, Gazi & Cooray, Arusha, 2015. "Effects of male and female education on economic growth: Some evidence from Asia," Journal of Asian Economics, Elsevier, vol. 36(C), pages 97-109.
    4. Constantinos Tsamadias & Panagiotis Prontzas, 2010. "The effect of education on economic growth in Greece over the 1960--2000 period," Education Economics, Taylor & Francis Journals, vol. 20(5), pages 522-537, August.
    5. Zhang, Chuanguo & Zhuang, Lihuan, 2011. "The composition of human capital and economic growth: Evidence from China using dynamic panel data analysis," China Economic Review, Elsevier, vol. 22(1), pages 165-171, March.
    6. Ganegodage, K. Renuka & Rambaldi, Alicia N., 2011. "The impact of education investment on Sri Lankan economic growth," Economics of Education Review, Elsevier, vol. 30(6), pages 1491-1502.
    7. Schultz, Theodore W., 1989. "Investing in people: Schooling in low income countries," Economics of Education Review, Elsevier, vol. 8(3), pages 219-223, June.
    8. Lin, Tin-Chun, 2004. "The role of higher education in economic development: an empirical study of Taiwan case," Journal of Asian Economics, Elsevier, vol. 15(2), pages 355-371, April.
    9. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    10. Sylwester, Kevin, 2000. "Income inequality, education expenditures, and growth," Journal of Development Economics, Elsevier, vol. 63(2), pages 379-398, December.
    11. Md Abdul Wadud & Qamarullah Bin Tariq Islam & Tariq Saiful Islam, 2007. "Relationship between education and GDP growth: a mutivariate causality analysis for Bangladesh," Economics Bulletin, AccessEcon, vol. 3(35), pages 1-7.
    12. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    13. Qadri, Faisal Sultan & Waheed, Abdul, 2014. "Human capital and economic growth: A macroeconomic model for Pakistan," Economic Modelling, Elsevier, vol. 42(C), pages 66-76.
    14. Teixeira, Aurora A.C. & Queirós, Anabela S.S., 2016. "Economic growth, human capital and structural change: A dynamic panel data analysis," Research Policy, Elsevier, vol. 45(8), pages 1636-1648.
    15. Benos, Nikos & Zotou, Stefania, 2014. "Education and Economic Growth: A Meta-Regression Analysis," World Development, Elsevier, vol. 64(C), pages 669-689.
    16. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    17. Minzhe Du & Bing Wang & Yanrui Wu, 2014. "Sources of China’s Economic Growth: An Empirical Analysis Based on the BML Index with Green Growth Accounting," Sustainability, MDPI, vol. 6(9), pages 1-22, September.
    18. Susan M. Collins & Barry P. Bosworth, 1996. "Economic Growth in East Asia: Accumulation versus Assimilation," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 27(2), pages 135-204.
    19. Jin, Jang C., 2009. "Economic research and economic growth: Evidence from East Asian economies," Journal of Asian Economics, Elsevier, vol. 20(2), pages 150-155, March.
    20. repec:ebl:ecbull:v:3:y:2007:i:35:p:1-7 is not listed on IDEAS
    21. Wen-Cheng Lu, 2016. "Electricity Consumption and Economic Growth: Evidence from 17 Taiwanese Industries," Sustainability, MDPI, vol. 9(1), pages 1-15, December.
    22. Jalil, Abdul & Idrees, Muhammad, 2013. "Modeling the impact of education on the economic growth: Evidence from aggregated and disaggregated time series data of Pakistan," Economic Modelling, Elsevier, vol. 31(C), pages 383-388.
    23. Zhiqian Yu & Ning Zhu & Tomas Baležentis, 2017. "Impact of Public Education and Regional Economic Growth in China: A Shadow-Price Perspective," Sustainability, MDPI, vol. 9(8), pages 1-10, July.
    24. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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