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Empirical Study towards the Drivers of Sustainable Economic Growth in EU-28 Countries

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  • Daniel Ştefan Armeanu

    (Department of Finance, The Bucharest University of Economic Studies, 6 Piata Romana, 010374 Bucharest, Romania)

  • Georgeta Vintilă

    (Department of Finance, The Bucharest University of Economic Studies, 6 Piata Romana, 010374 Bucharest, Romania)

  • Ştefan Cristian Gherghina

    (Department of Finance, The Bucharest University of Economic Studies, 6 Piata Romana, 010374 Bucharest, Romania)

Abstract

This study aims at empirically investigating the drivers of sustainable economic growth in EU-28 countries. By means of panel data regression models, in the form of fixed and random effects models, alongside system generalized method of moments, we examine several drivers of real gross domestic product (GDP) growth rate, as follows: higher education, business environment, infrastructure, technology, communications, and media, population lifestyle, and demographic changes. As regards higher education, the empirical results show that expenditure per student in higher education and traditional 18–22 year-old students are positively linked with sustainable economic growth, whereas science and technology graduates negatively influence real GDP growth. In terms of business environment, total expenditure on research and development and employment rates of recent graduates contributes to sustainable development, but corruption perceptions index revealed a negative association with economic growth. As well, the results provide support for a negative influence of infrastructure abreast technological measures on economic growth. Besides, we found a negative connection between old-age dependency ratio and sustainable economic growth.

Suggested Citation

  • Daniel Ştefan Armeanu & Georgeta Vintilă & Ştefan Cristian Gherghina, 2017. "Empirical Study towards the Drivers of Sustainable Economic Growth in EU-28 Countries," Sustainability, MDPI, vol. 10(1), pages 1-22, December.
  • Handle: RePEc:gam:jsusta:v:10:y:2017:i:1:p:4-:d:123856
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    as
    1. Barbara Sianesi & John Van Reenen, 2003. "The Returns to Education: Macroeconomics," Journal of Economic Surveys, Wiley Blackwell, vol. 17(2), pages 157-200, April.
    2. Louis Leung, 2010. "Effects of Internet Connectedness and Information Literacy on Quality of Life," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 98(2), pages 273-290, September.
    3. Osipian, Ararat, 2009. "Education Corruption, Reform, and Growth: Case of Post-Soviet Russia," MPRA Paper 17447, University Library of Munich, Germany.
    4. Grimard, Franque & Parent, Daniel, 2007. "Education and smoking: Were Vietnam war draft avoiders also more likely to avoid smoking?," Journal of Health Economics, Elsevier, vol. 26(5), pages 896-926, September.
    5. Asici, Ahmet Atıl, 2011. "Economic growth and its impact on environment: A panel data analysis," MPRA Paper 30238, University Library of Munich, Germany.
    6. Matteo Cervellati & Uwe Sunde, 2005. "Human Capital Formation, Life Expectancy, and the Process of Development," American Economic Review, American Economic Association, vol. 95(5), pages 1653-1672, December.
    7. Pradhan, Rudra P. & Bagchi, Tapan P., 2013. "Effect of transportation infrastructure on economic growth in India: The VECM approach," Research in Transportation Economics, Elsevier, vol. 38(1), pages 139-148.
    8. Self, Sharmistha & Grabowski, Richard, 2004. "Does education at all levels cause growth? India, a case study," Economics of Education Review, Elsevier, vol. 23(1), pages 47-55, February.
    9. Riddell, W. Craig & Song, Xueda, 2011. "The impact of education on unemployment incidence and re-employment success: Evidence from the U.S. labour market," Labour Economics, Elsevier, vol. 18(4), pages 453-463, August.
    10. Kazuhiko Hayakawa, 2009. "First Difference or Forward Orthogonal Deviation- Which Transformation Should be Used in Dynamic Panel Data Models?: A Simulation Study," Economics Bulletin, AccessEcon, vol. 29(3), pages 2008-2017.
    11. Lars-Hendrik Roller & Leonard Waverman, 2001. "Telecommunications Infrastructure and Economic Development: A Simultaneous Approach," American Economic Review, American Economic Association, vol. 91(4), pages 909-923, September.
    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. Seema Jayachandran & Adriana Lleras-Muney, 2009. "Life Expectancy and Human Capital Investments: Evidence from Maternal Mortality Declines," The Quarterly Journal of Economics, Oxford University Press, vol. 124(1), pages 349-397.
    14. Martins, Pedro S. & Pereira, Pedro T., 2004. "Does education reduce wage inequality? Quantile regression evidence from 16 countries," Labour Economics, Elsevier, vol. 11(3), pages 355-371, June.
    15. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    16. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297.
    17. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    18. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    19. Hardy, Andrew P., 1980. "The role of the telephone in economic development," Telecommunications Policy, Elsevier, vol. 4(4), pages 278-286, December.
    20. Petrakis, P. E. & Stamatakis, D., 2002. "Growth and educational levels: a comparative analysis," Economics of Education Review, Elsevier, vol. 21(5), pages 513-521, October.
    21. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    22. Max-Neef, Manfred, 1995. "Economic growth and quality of life: a threshold hypothesis," Ecological Economics, Elsevier, vol. 15(2), pages 115-118, November.
    23. de Meulemeester, Jean-Luc & Rochat, Denis, 1995. "A causality analysis of the link between higher education and economic development," Economics of Education Review, Elsevier, vol. 14(4), pages 351-361, December.
    24. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    25. Madden, Gary & Savage, Scott J., 1998. "CEE telecommunications investment and economic growth," Information Economics and Policy, Elsevier, vol. 10(2), pages 173-195, June.
    26. Benos, Nikos & Zotou, Stefania, 2014. "Education and Economic Growth: A Meta-Regression Analysis," World Development, Elsevier, vol. 64(C), pages 669-689.
    27. Futagami, Koichi & Nakajima, Tetsuya, 2001. "Population Aging and Economic Growth," Journal of Macroeconomics, Elsevier, vol. 23(1), pages 31-44, January.
    28. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    29. Neumayer, Eric, 2000. "On the methodology of ISEW, GPI and related measures: some constructive suggestions and some doubt on the 'threshold' hypothesis," Ecological Economics, Elsevier, vol. 34(3), pages 347-361, September.
    30. Hondroyiannis, George & Papapetrou, Evangelia, 2001. "Demographic changes, labor effort and economic growth: empirical evidence from Greece," Journal of Policy Modeling, Elsevier, vol. 23(2), pages 169-188, February.
    31. Lavy, Victor, 1996. "School supply constraints and children's educational outcomes in rural Ghana," Journal of Development Economics, Elsevier, vol. 51(2), pages 291-314, December.
    32. Eric Neumayer, 1999. "The ISEW -- not an Index of Sustainable Economic Welfare," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 48(1), pages 77-101, September.
    33. Schaap, Maartje M. & Kunst, Anton E. & Leinsalu, Mall & Regidor, Enrique & Espelt, Albert & Ekholm, Ola & Helmert, Uwe & Klumbiene, Jurate & Mackenbach, Johan P., 2009. "Female ever-smoking, education, emancipation and economic development in 19 European countries," Social Science & Medicine, Elsevier, vol. 68(7), pages 1271-1278, April.
    34. Hu, Yi & Xiao, Jin & Deng, Ying & Xiao, Yi & Wang, Shouyang, 2015. "Domestic air passenger traffic and economic growth in China: Evidence from heterogeneous panel models," Journal of Air Transport Management, Elsevier, vol. 42(C), pages 95-100.
    35. Huw Lloyd-Ellis, 1999. "Endogenous Technological Change and Wage Inequality," American Economic Review, American Economic Association, vol. 89(1), pages 47-77, March.
    36. Clara Delavallade, 2006. "Corruption and distribution of public spending in developing countries," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 30(2), pages 222-239, June.
    37. Lydia Mechtenberg & Roland Strausz, 2008. "The Bologna process: how student mobility affects multi-cultural skills and educational quality," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 15(2), pages 109-130, April.
    38. Solmon, Lewis C., 1985. "Quality of education and economic growth," Economics of Education Review, Elsevier, vol. 4(4), pages 273-290, August.
    39. Pereira, João & St. Aubyn, Miguel, 2009. "What level of education matters most for growth?: Evidence from Portugal," Economics of Education Review, Elsevier, vol. 28(1), pages 67-73, February.
    40. Eisner, Robert, 1988. "Extended Accounts for National Income and Product," Journal of Economic Literature, American Economic Association, vol. 26(4), pages 1611-1684, December.
    41. Boopen Seetanah, 2009. "The economic importance of education: Evidence from Africa using dynamic panel data analysis," Journal of Applied Economics, Universidad del CEMA, vol. 12, pages 137-157, May.
    42. Mo, Pak Hung, 2001. "Corruption and Economic Growth," Journal of Comparative Economics, Elsevier, vol. 29(1), pages 66-79, March.
    43. Gertler, Paul & Glewwe, Paul, 1990. "The willingness to pay for education in developing countries : Evidence from rural Peru," Journal of Public Economics, Elsevier, vol. 42(3), pages 251-275, August.
    44. Chevalier, Arnaud, 2011. "Subject choice and earnings of UK graduates," Economics of Education Review, Elsevier, vol. 30(6), pages 1187-1201.
    45. Costas Azariadis & Allan Drazen, 1990. "Threshold Externalities in Economic Development," The Quarterly Journal of Economics, Oxford University Press, vol. 105(2), pages 501-526.
    46. Nickell, Stephen J, 1979. "Estimating the Probability of Leaving Unemployment," Econometrica, Econometric Society, vol. 47(5), pages 1249-1266, September.
    47. Bleys, Brent, 2008. "Proposed changes to the Index of Sustainable Economic Welfare: An application to Belgium," Ecological Economics, Elsevier, vol. 64(4), pages 741-751, February.
    48. Choi, Changkyu & Hoon Yi, Myung, 2009. "The effect of the Internet on economic growth: Evidence from cross-country panel data," Economics Letters, Elsevier, vol. 105(1), pages 39-41, October.
    49. Mauro, Paolo, 1998. "Corruption and the composition of government expenditure," Journal of Public Economics, Elsevier, vol. 69(2), pages 263-279, June.
    50. de Walque, Damien, 2007. "Does education affect smoking behaviors?: Evidence using the Vietnam draft as an instrument for college education," Journal of Health Economics, Elsevier, vol. 26(5), pages 877-895, September.
    51. 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.
    52. Rebekka Christopoulou & Dean Lillard & Josè Balmori de la Miyar, 2013. "Smoking behavior of Mexicans: patterns by birth-cohort, gender, and education," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 58(3), pages 335-343, June.
    53. Lawn, Philip A. & Sanders, Richard D., 1999. "Has Australia surpassed its optimal macroeconomic scale? Finding out with the aid of 'benefit' and 'cost' accounts and a sustainable net benefit index," Ecological Economics, Elsevier, vol. 28(2), pages 213-229, February.
    54. Asteriou, D. & Agiomirgianakis, G. M., 2001. "Human capital and economic growth: Time series evidence from Greece," Journal of Policy Modeling, Elsevier, vol. 23(5), pages 481-489, July.
    55. 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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