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Examining the Relationship between Preprimary Education and Economic Growth in Developing Countries

Year 2022, Volume: 14 Issue: 27, 468 - 484, 29.11.2022
https://doi.org/10.20990/kilisiibfakademik.1151440

Abstract

Purpose: The aim of the current study is to examine the relationship between preprimary/primary education and economic growth in developing countries for the period 1997-2019.
Design/Methodology: In this study, making use of the relevant literature, two independent variables were added to Mankiw et al. (1992) neoclassical growth model and the extended model was used. The obtained model was estimated by the Generalized Moments Method.
Findings: The results revealed that human capital positively effects economic growth. Additionally, preprimary education is more effective than primary education over the economic growth. The results also indicated that the elasticity of human capital investment is higher than physical capital investment. Therefore, it is concluded that human capital supports economic growth more than physical capital.
Limitations: Since the data used in the study were only available for 40 developing countries, the remaining developing countries were not included in the model estimation, and again, considering only pre-school and primary education stages in the model due to the lack of data are the limitations of the research.
Originality/Value: Although the relationship between other stages of education and economic growth has been extensively studied in the literature, there are limited empirical studies between preprimary education and economic growth. For this reason, reaching the results that can contribute to the education policies of developing countries in the study constitutes the original value of the research.

References

  • Adawo, M. A. (2011). Has education (human capital) contributed to the economic growth of Nigeria?. Journal of economics and international finance, 3(1), 46-58.
  • Arellano, M. & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The Review of Economic Studies, 58 (2), 277-297. https://doi.org/10.2307/2297968
  • Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error-components models. Journal of Econometrics, 68(1), 29-51. https://doi.org/10.1016/0304-4076(94)01642-D
  • Armecin, G. Behrman, J. R. Ghuman, S. Gultiano, S. King, E. M. & Lee, N. (2006). Early childhood development through an integrated program: Evidence from the Philippines. Impact Evaluation Series No. 2. World Bank Policy Research Working Paper, 3922- IE. World Bank Publications.
  • Asteriou, D. & Agiomirgianakis, G. M. (2001). Human capital and economic growth: Time series evidence from Greece. Journal of Policy Modeling, 23(5), 481-489. https://doi.org/10.1016/S0161-8938(01)00054-0
  • Attanasio, O. Low, H. & Sanchez-Marcos, V. (2008). Explaining changes in female labor supply in a lifecycle model. American Economic Review, 98, 1517–1552. https://doi.org/10.1257/aer.98.4.1517
  • Ayres, R. (1996). Technology, progress and economic growth. European Management Journal, 14(6), 562-575. https://doi.org/10.1016/S0263-2373(96)00053-9
  • Aysan, M. F. ve Özdoğru, A. A. (2015). Avrupa'da erken çocukluk bakımı ve eğitiminin mukayeseli analizi. Sosyoloji Dergisi, 30(1), 167-194. https://doi.org/10.16917/IU/tjs.12775
  • Barnett, W. S. & Frede, E. (2010). The promise of preschool: Why we need early education for all. American Educator, 34(1), 21-29. https://eric.ed.gov/?id=EJ889144
  • Barro, R. J. (1991). Economic growth in a cross section of countries. The Quarterly Journal of Economics, 106(2), 407-443. https://doi.org/10.2307/2937943
  • Barro, R. J. (1997). Determinants of economic growth: A cross-country study, Cambridge, MA: MIT Press. https://www.nber.org/system/files/working_papers/w5698/w5698.pdf
  • Baum, C. F., Schaffer, M. E. & Stillman, S. (2003). Instrumental variables and GMM: Estimation and testing. The Stata Journal, 3(1), 1-31. https://doi.org/10.1177/1536867X0300300101
  • Bils, M. & Klenow, P. J. (2000). Does schooling cause growth? American Economic Review, 90(5), 1160-1183. https://doi.org/10.1257/aer.90.5.1160
  • Blanchet, D. (1991). On interpreting observed relationships between population growth and economic growth: A graphical exposition. The Population and Development Review, 105-114. https://doi.org/10.2307/1972354
  • Blankenau, W. & Youderian, X. (2015). Early childhood education expenditures and the intergenerational persistence of income. Review of Economic Dynamics, 18(2), 334- 349. https://doi.org/10.1016/j.red.2014.06.001
  • Bloom, D. E., & Freeman, R. B. (1988). Economic development and the timing and components of population growth. Journal of Policy Modeling, 10(1), 57-81. https://doi.org/10.1016/0161-8938(88)90035-X
  • Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115-143. https://doi.org/10.1016/S0304-4076(98)00009-8
  • Bradshaw, M. M. (2015). The intersections of forest schooling and a public school: an intrinsic case study of a Vermont kindergarten. Unpublished Master Thesis. University of Illinois, Urbana Champaign. https://www.ideals.illinois.edu/items/91222
  • Brander, J. A., & Dowrick, S. (1994). The role of fertility and population in economic growth. Journal of Population Economics, 7(1), 1-25.
  • Carneiro, P. ve Heckman, J. (2003). “Human Capital Policy”. NBER Working Paper Series. 9495.
  • Carothers, K. A. (2019). Community schools in St. Louis then and now: Exploring the influence of family, school, and community engagement on student and community outcomes. Unpublished doctoral dissertation, University of Missouri-St. Louis. https://core.ac.uk/download/pdf/289248917.pdf
  • Caucutt, E. & Lochner, L. J. (2020). Early and late human capital investments, borrowing constraints, and the family. Journal of Political Economy, 128(3), 1065-1147. https://doi.org/10.1086/704759
  • Chatterji, M. (1998). Tertiary education and economic growth. Regional Studies, 32(4), 349-354. https://doi.org/10.1080/00343409850117807
  • Conti, G., & Heckman, J. J. (2010). Understanding the early origins of the education–health gradient: A framework that can also be applied to analyze gene–environment interactions. Perspectives on Psychological Science, 5(5), 585-605. DOI: 10.1177/1745691610383502
  • Conti, G. Heckman, J. J., Moon, S. & Pinto, R. (2012). Long-term health effects of early childhood interventions. Unpublished manuscript, University of Chicago, Department of Economics.
  • Cooray, A. V. (2009). The role of education in economic growth. Available at SSRN 1520160.
  • Çobanoglu, F. & Sevim, S. (2019). Child-friendly schools: An assessment of kindergartens. International Journal of Educational Methodology, 5(4), 637-650. https://doi.org/10.12973/ijem.5.4.637
  • Delalibera, B. R. & Ferreira, P. C. (2019). Early childhood education and economic growth. Journal of Economic Dynamics and Control, 98, 82-104. https://doi.org/10.1016/j.jedc.2018.10.002
  • Denison, E. F. (1974). Accounting for United States economic growth 1929-1969.Washington, D.C.: Brookings Institution.
  • Dineri, E., & Gölpek, F. (2021). Türkiye’de Eğitim Sisteminde Okullaşmanın Ekonomik Büyüme Üzerine Etkisi. Akademik Araştırmalar ve Çalışmalar Dergisi (AKAD), 13(24), 37-48. https://doi.org/10.20990/kilisiibfakademik.879660
  • Dodge, D. (2004). Human capital, early childhood development, and economic growth: An economist’s perspective. Toronto: Sparrow Lake Alliance.
  • Elango, S. García, J. L. Heckman, J. J. & Hojman, A. (2015). Early childhood education. In Economics of Means-Tested Transfer Programs in the United States, 2, 235- 297. University of Chicago Press. https://www.nber.org/system/files/chapters/c13489/c13489.pdf
  • Elliott, A. (2006). Early Childhood Education: pathways to quality and equity for all children. Camberwell: Australian Council for Educational Research. https://research.acer.edu.au/cgi/viewcontent.cgi?article=1003&context=aer
  • Englander, A. S. & Gurney, A. (1994). Medium-term determinants of OECD productivity. OECD Economic Studies, 22(1), 49-109. http://www.cercetareservicii.ase.ro/resurse/Documente/A.STEVEN%20ENGLENDER-MEDIUM-TERM%20DETERMINANTS%20OF%20OECD%20PRODUCTIVITY.pdf
  • Erk, N. Çabuk, A. ve Ateş, S. (1998). Long-run growth and physical capital-human capital concentration. METU International Economic Conference II, 9-12 September 1998, Ankara. https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.534.3884&rep=rep1&type=pdf
  • Eveans, J. (2018). Childcare, early education and social inequality: An international perspective. International Journal of Lifelong Education, 37(2), 276-278. https://doi.org/10.1080/02601370.2018.1426276
  • Felipe, J. & McCombie, J. S. (2005). Why are some countries richer than others? A skeptical view of Mankiw–Romer–Weil's test of the neoclassical growth model. Metroeconomica, 56(3), 360-392. https://doi.org/10.1111/j.1467-999X.2005.00221.x
  • Funke, M. & Strulik, H. (2000). On endogenous growth with physical capital, human capital and product variety. European Economic Review, 44(3), 491-515. https://doi.org/10.1016/S0014-2921(98)00072-5
  • García, J. L., Heckman, J. J., & Ronda, V. (2021b). The Lasting Effects of Early Childhood Education on Promoting the Skills and Social Mobility of Disadvantaged African Americans. Working Paper 29057. National Bureau of Economic Research.
  • Geelhoed, E. A., Bloom, D. E., Bock, C., Flatau, P., Mandzufas, J., Li, I., & Cross, D. (2022). Informing Resource Allocation for Investment in Early Childhood: A Review of the International Peer‐Reviewed Evidence. Australian Economic Review, 55(2), 215-231. DOI: 10.1111/1467-8462.12452
  • Gemmel, N. (1996). Evaluating the impacts of human capital stocks and accumulation on economic growth: Some new evidence. Oxford Bulletin of Economics and Statistics, 58, 9-28. https://doi.org/10.1111/j.1468-0084.1996.mp58001002.x
  • Goczek, Ł., Witkowska, E., Witkowski, B. (2021). How does education quality affect economic growth? Sustainability, 13, 6437. https:// doi.org/10.3390/su13116437
  • Gould, E. D., Moav, O., & Weinberg, B. A. (2001). Precautionary demand for education, inequality, and technological progress. Journal of Economic Growth, 6(4), 285-315.
  • Günsoy, G. (2009). Beşeri sermaye ve insani gelişme için erken çocukluk eğitiminin önemi. Bilgi Ekonomisi ve Yönetimi Dergisi, 4(2), 23-43. https://dergipark.org.tr/en/pub/beyder/issue/3479/47333
  • Gürkan, T. (1978). Problems of pre-school teachers about pre-school education. Ankara University Journal of Faculty of Educational Sciences, 11(1), 95-114.
  • Gyimah-Brempong, K. Paddison, O. & Mitiku, W. (2006). Higher education and economic growth in Africa. The Journal of Development Studies, 42(3), 509-529. https://doi.org/10.1080/00220380600576490
  • Hanushek, E. A. (2013). Economic growth in developing countries: The role of human capital. Economics of Education Review, 37, 204-212. https://doi.org/10.1016/j.econedurev.2013.04.005
  • Hanushek, E. A., Schwerdt, G., Wiederhold, S., & Woessmann, L. (2015). Returns to skills around the world: Evidence from PIAAC. European Economic Review, 73, 103-130. https://doi.org/10.1016/j.euroecorev.2014.10.006
  • Hanushek, E. A. & Kim, D. (1995). Schooling, labor force quality, and economic growth (No. w5399). National bureau of economic research. https://www.nber.org/system/files/working_papers/w5399/w5399.pdf
  • Hanushek, E. A. & Kimko, D. D. (2000). Schooling, labor-force quality, and the growth of nations. American Economic Review, 90(5), 1184-1208. https://doi.org/10.1257/aer.90.5.1184
  • Hanushek, E. A., & Woessmann, L. (2010). The high cost of low educational performance: The long-run economic impact of improving PISA outcomes. OECD Publishing. 2, rue Andre Pascal, F-75775 Paris Cedex 16, France.
  • Heckman, J. J. (2000). Invest in the very young. Chicago: Ounce of Prevention Fund. https://files.eric.ed.gov/fulltext/ED467549.pdf
  • Heckman, J. J. (2004). Invest in the very young. In: Tremblay RE, Barr RG, Peters RDeV, (Eds). Encyclopedia on Early Childhood Development [online]. Montreal, Quebec: Centre of Excellence for Early Childhood Development. Retrieved on: February 13- 2018, 1-2. http://www.child-encyclopedia.com/documents/HeckmanANGxp.pdf
  • Heckman, J. Moon, S. H., Pinto, R. Savelyev, P. & Yavitz, A. (2010). Analyzing social experiments as implemented: A reexamination of the evidence from the High Scope Perry Preschool Program. Quantitative Economics, 1(1), 1-46. https://doi.org/10.3982/QE8
  • Helpman, E. & Hoffmaister, A. (1997). North-south R&D spillovers. The Economic Journal, 107(440), 134-49. https://www.jstor.org/stable/2235275
  • Hendrick, J. (1992). The whole child (5th Ed.). New York: MacMillan.
  • Hertzman, C. (2010). Framework for the social determinants of early child development. Encyclopedia on early childhood development. Canada: University of British Columbia. https://www.childencyclopedia.com/pdf/expert/importance-early-childhood-development/according-experts/framework-socialdeterminantsearly-child
  • Heyneman, S. P. (2009). The failure of education-for-all as Political strategy. UNESCO Prospects, 39(1), 5-10. https://doi.org/10.1007/s11125-009-9107-0
  • Jaumotte, F. (2003). Female labor force participation: past trends and main determinants in OECD countries. OECD Working Paper No. 376 https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2344556
  • Karoly, L. A. (2016). The economic returns to early childhood education. The Future of Children, 26(2), 37–55. https://files.eric.ed.gov/fulltext/EJ1118537.pdf
  • Karuppiah, N. & Poon, K. (2022). Early Childhood Education in Singapore. In International Handbook on Education in South East Asia (pp. 1-20). Springer, Singapore. https://doi.org/10.1007/978-981-16-8136-3_4-1
  • Karoly, L. A. & Bigelow, J. H. (2005). The economics of investing in universal preschool education in California. Santa Monica, CA: RAND. https://eric.ed.gov/?id=ED489465
  • Keller, K. (2006). Investment in primary, secondary, and higher education and the effects on economic growth. Contemporary Economic Policy, 24(1), 18-34. https://doi.org/10.1093/cep/byj012
  • Kelley, A. C., & Schmidt, R. M. (1995). Aggregate population and economic growth correlations: the role of the components of demographic change. Demography, 32(4), 543-555.
  • Krueger, A. B. & Lindahl, M. (2001). Education for growth: Why and for whom? Journal of Economic Literature, 39(4), 1101-1136. https://doi.org/10.1257/jel.39.4.1101
  • Li, Y. Wang, X. Westlund, H. & Liu, Y. (2015). Physical capital, human capital, and social capital: The changing roles in China's economic growth. Growth and Change, 46(1), 133-149. https://doi.org/10.1111/grow.12084
  • Lin, T. (2006). Alternative measure for education variable in an empirical economic growth model: Is primary education less important? Economics Bulletin, 15, 1-6. https://core.ac.uk/download/pdf/6310114.pdf
  • Loening, J. Bhaskara R. & Singh. R. (2010). Effects of education on economic growth: Evidence from Guatemala. MPRA Paper 23665, University Library of Munich, Germany. https://mpra.ub.uni-muenchen.de/25105/1/MPRA_paper_25105.pdf
  • Lucas, E. (1988). On the mechanics of economic development. Journal of Monetary Economics, 22, 3-42. https://doi.org/10.1016/0304-3932(88)90168-7
  • Lynch, R. & Vaghul, K. (2015). The benefits and costs of investing in early childhood education. The fiscal, economic, and societal gains of a universal prekindergarten program in the United States, 2016-2050. Washington, DC: Washington Center for Equitable Growth. https://equitablegrowth.org/research-paper/the-benefits-and-costs-of-investing-in-early-childhood-education/?longform=true
  • Maneejuk, P., & Yamaka, W. (2021). The impact of higher education on economic growth in ASEAN-5 countries. Sustainability, 13(2), 520. https://doi.org/10.3390/su13020520
  • Mankiw, G. Romer, D. & Weil, D. (1992). A contribution to the empirics of economic growth. Quarterly Journal of Economics, 107, 407-437. https://doi.org/10.2307/2118477
  • McCabe, L. A. & Frede, E. C. (2007). Challenging behaviors and the role of preschool education. National Institute for Early Education Research Preschool Policy Brief, 16. https://nieer.org/wp-content/uploads/2016/08/20-1.pdf
  • McMahon, W. (1998). Education and growth in East Asia. Economics of Education Review, 17(2), 159-172. https://doi.org/10.1016/S0272-7757(97)00050-2
  • Mhadhbi, K. (2014). Financial development and economic growth: A dynamic panel data analysis. International Journal of Econometrics and Financial Management, 2(2), 48–58. https://doi.org/10.12691/ijefm-2-2-1
  • Mialaret, G. (1974). Early childhood education: Prepared for the ınternational bureau of education (No. 192). UNESCO.
  • Mingat, A. & Tan, J. P. (1996). The full social returns to education: Estimates based on countries' economic growth performance (No. 16131, p. 1). The World Bank. https://documents1.worldbank.org/curated/en/949711468740209672/pdf/multi-page.pdf
  • Morris, S. & Oldroyd, J. (2020). International business. JohnWiley & Sons: Hoboken, NJ, USA.
  • Mustard, J. F. (2007). Experience-based brain development: scientific underpinnings of the importance of early child development in a global world. Early child development: from measurement to action. Washington DC, the World Bank, 43-86.
  • Nelson, R. R. & Phelps, E. S. (1966). Investment in humans, technological diffusion, and economic growth. The American Economic Review, 56(1/2), 69-75. https://www.jstor.org/stable/1821269#metadata_info_tab_contents
  • Neycheva, M & Joensen, K. (2019). Higher educational attainment for growth: The MRW model for Iceland. Scandinavian Journal of Educational Research, 63(3), 301-316. https://doi.org/10.1080/00313831.2017.1357144
  • Ogundari, K., & Awokuse, T. (2018). Human capital contribution to economic growth in Sub-Saharan Africa: does health status matter more than education? Economic Analysis and Policy, 58, 131-140. https://doi.org/10.1016/j.eap.2018.02.001
  • OECD. (2008). 21st century learning: Research, innovation and policy. Directions from recent OECD analyses. Paris: Author. https://www.haiti-now.org/wp-content/uploads/2017/05/21st-Century-Learning.pdf
  • Omojimite, B. U. (2010). Education and economic growth in Nigeria: A Granger causality analysis. African Research Review, 4(3). DOI: 10.4314/afrrev.v4i3.60158
  • Pegkas, P. & Tsamadias, C. (2014). Does higher education affect economic growth? The case of Greece. International Economic Journal, 28(3), 425-444. https://doi.org/10.1080/10168737.2014.894551
  • Pereira, J. & Aubyn, M. S. (2009). What level of education matters most for growth? Evidence from Portugal. Economics of Education Review, 28(1), 67-73. https://doi.org/10.2139/ssrn.715481
  • Petrakis, P. E. & Stamatakis. D. (2002). Growth and educational levels: A comparative analysis. Economics of Education Review, 21(5), 513–521. https://doi.org/10.1016/S0272-7757(01)00050-4
  • Portela, M. Alessie, R. & Teulings, C. N. (2004). Measurement error in education and growth regressions (No. 04-040/3). Tinbergen Institute Discussion Paper. https://onlinelibrary.wiley.com/doi/epdf/10.1111/j.1467-9442.2010.01613.x
  • Psacharopoulos, G. (1994). Returns to investment in education: A global update. World Development, 22(9), 1325-1343. https://doi.org/10.1016/0305-750X(94)90007-8
  • Psacharopoulos, G. & Patrinos, H. A. (2018). Returns to investment in education: A decennial review of the global literature. Education Economics, 26(5), 445-458 https://doi.org/10.1080/09645292.2018.1484426
  • Ragoobur, V. T., & Narsoo, J. (2022). Early human capital: the driving force to economic growth in island economies. International Journal of Social Economics, (ahead-of-print). DOI 10.1108/IJSE-11-2021-0674
  • Ramey, C. T. & Ramey, S. L. (2004). Early learning and school readiness: Can early intervention make a difference? Merrill-Palmer Quarterly, 50(4), 471-491. https://doi.org/10.1353/mpq.2004.0034
  • Reynolds, A. J. & Ou, S. R. (2011). Paths of effects from preschool to adult well‐ being: A confirmatory analysis of the child‐ parent center program. Child Development, 82(2), 555-582. https://doi.org/10.1111/j.1467-8624.2010.01562.x
  • Richter, L. M. Daelmans, B. Lombardi, J. Heymann, J. Boo, F. L. Behrman, J. R. ... & Bhutta, Z. A. (2017). Investing in the foundation of sustainable development: pathways to scale up for early childhood development. The lancet, 389(10064), 103- 118. https://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC5880532&blobtype=pdf
  • Rolnick, A. & Grunewald, R. (2003). Early childhood development: Economic development with a high public return. The Region, 17(4), 6-12. https://www.sciencedirect.com/science/article/abs/pii/S0140673616316981?via%3Dihub
  • Romer, P. (1990). Endogenous technological change. Journal of Political Economy, 98, 71- 102. https://doi.org/10.1086/261725
  • Sala-I-Martin, X., Doppelhofer, G., & Miller, R. I. (2004). Determinants of long-term growth: A Bayesian averaging of classical estimates (BACE) approach. American economic review, 94(4), 813-835.DOI: 10.1257/0002828042002570
  • Schweinhart, L. J. (2004). The High/Scope Perry Preschool study through age 40: Summary, conclusions, and frequently asked questions. High/Scope Educational Research Foundation. https://nieer.org/wpcontent/uploads/2014/09/specialsummary_rev2011_02_2.pdf
  • Schweisfurth, M. (2013). Learner-centered education in international perspective: Whose pedagogy for whose development? Routledge. https://doi.org/10.4324/9780203817438
  • Self, S. & Grabowski, R. (2004). Does education at all levels cause growth? India, a case study. Economics of Education Review, 23(1), 47-55. https://doi.org/10.1016/S0272-7757(03)00045-1
  • Shleifer, A. & Vishny, R. W. (1991). Takeovers in the '60s and the '80s: Evidence and implications. Strategic Management Journal. 12(S2), 51-59. https://doi.org/10.1002/smj.4250121005
  • Solmon, L. C. (1985). Quality of education and economic growth. Economics of Education Review, 4(4), 273-290. https://doi.org/10.1016/0272-7757(85)90013-5
  • Solow, R. (1956). A contribution to the theory of economic growth. Quarterly Journal of Economics, 70, 65–94. https://doi.org/10.2307/1884513
  • Solow, R. (1957). Technical change and the aggregate production function. Review of Economics and Statistics, 39, 748–762. https://doi.org/10.2307/1926047
  • Solow, R. M. (1962). Technical progress, capital formation, and economic growth. The American Economic Review, 52(2), 76-86.
  • Solow, R.M. (2003) Foreward in McMahon, G. and Squire, L. (eds.) Explaining Growth: A Global Research Project, IEA Conference, 137 (New York: Palgrave Macmillan). https://doi.org/10.1057/9781403990105_1
  • Tallman, E. W. & Wang, P. (1994). Human capital and endogenous growth evidence from Taiwan. Journal of Monetary Economics, 34(1), 101-124. https://doi.org/10.1016/0304-3932(94)01152-4
  • Van der Gaag, J. (2002). From child development to human development. In M. E. Young (Ed.) From early child development to human development: Investing in our children’s future (pp. 63-78), Washington, D.C.: The World Bank. https://olc.worldbank.org/sites/default/files/4-From_early_child_development_to_human_development_Investing_in_our_children_future_The_World_Bank_2002_0.pdf
  • Van-Huizen, T., Dumhs, L. & Plantenga, J. (2019). The cost and benefits of investing in universal preschool: Evidence from a Spanish reform. Child Development, 90(3), 386-406. https://doi.org/10.1111/cdev.12993
  • Verick, S. (2014). Female labor force participation in developing countries. IZA World of Labor. https://wol.iza.org/uploads/articles/87/pdfs/female-labor-force-participation-in-developing-countries.pdf?v=1
  • Walker, S. P., Wachs, T. D. Gardner, J. M. Lozoff, B., Wasserman, G. A., Pollitt, E., ... & International Child Development Steering Group. (2007). Child development: Risk factors for adverse outcomes in developing countries. The lancet, 369(9556), 145- 157. https://doi.org/10.1016/S0140-6736(07)60076-2
  • Widarni, E.L., & Bawono, S. (2021). Human capital, technology, and economic growth: A case study of Indonesia. Journal of Asian Finance, Economics and Business, 8, 29–35. https://doi:10.13106/jafeb
  • Young, A. (1995). The tyranny of numbers: confronting the statistical realities of the East Asian growth experience. Quarterly Journal of Economics, 110, 641–680. https://doi.org/10.3386/w4680
  • Zhao, Q., Wang, X., & Rozelle, S. (2019). Better cognition, better school performance? Evidence from primary schools in China. China Economic Review, 55, 199-217. https://doi.org/10.1016/j.chieco.2019.04.005
  • Zigler, E. F. Singer, D. G. & Bishop-Josef, S. J. (2004). Children's play: The roots of reading. Zero to Three/National Center for Infants, Toddlers and Families. https://eric.ed.gov/?id=ED500101

Gelişmekte Olan Ülkelerde Okul Öncesi Eğitim ve Ekonomik Büyüme Arasındaki İlişkinin Test Edilmesi

Year 2022, Volume: 14 Issue: 27, 468 - 484, 29.11.2022
https://doi.org/10.20990/kilisiibfakademik.1151440

Abstract

Amaç: Mevcut araştırmanın amacı, 1997-2019 dönemi için gelişmekte olan ülkelerde okul öncesi/ilköğretim eğitimi ile ekonomik büyüme arasındaki ilişkinin incelenmesidir.
Tasarım/Yöntem: Bu çalışmada, ilgili literatürden yararlanılarak Mankiw vd. (1992) neoklasik büyüme modeline iki bağımsız değişken eklenmiş ve genişletilmiş model kullanılmıştır. Elde edilen model Genelleştirilmiş Momentler Yöntemiyle tahmin edilmiştir.
Bulgular: Sonuçlar, beşeri sermayenin ekonomik büyümeyi olumlu etkilediğini ortaya koymuştur. İlaveten okul öncesi eğitim ekonomik büyüme üzerinde ilköğretimden daha etkilidir. Ayrıca sonuçlar beşeri sermaye yatırımının esnekliğinin fiziksel sermaye yatırımından daha yüksek olduğunu göstermiştir. Dolayısıyla beşeri sermayenin ekonomik büyümeyi fiziksel sermayeden daha fazla desteklediği sonucuna varılmıştır.
Sınırlılıklar: Çalışmada kullanılan veriler sadece 40 gelişmekte olan ülke için mevcut olduğundan model tahminin yapılmasında geriye kalan gelişmekte olan ülkelere yer verilmemiştir ve yine veri eksikliğinden dolayı yalnızca okul öncesi ve ilköğretim basamaklarının modelde dikkate alınması araştırmanın sınırlılıklarıdır.
Özgünlük/Değer: Eğitimin diğer basamakları ve ekonomik büyüme arasındaki ilişki literatürde yoğun bir şekilde incelenmiş olmasına karşın, okul öncesi eğitim ve ekonomik büyüme arasında sınırlı sayıda ampirik çalışma mevcuttur. Bu nedenle çalışmada gelişmekte olan ülkelerin eğitim politikalarına katkı sağlayabilecek sonuçlara ulaşması araştırmanın özgün değerini oluşturmaktadır.

References

  • Adawo, M. A. (2011). Has education (human capital) contributed to the economic growth of Nigeria?. Journal of economics and international finance, 3(1), 46-58.
  • Arellano, M. & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The Review of Economic Studies, 58 (2), 277-297. https://doi.org/10.2307/2297968
  • Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error-components models. Journal of Econometrics, 68(1), 29-51. https://doi.org/10.1016/0304-4076(94)01642-D
  • Armecin, G. Behrman, J. R. Ghuman, S. Gultiano, S. King, E. M. & Lee, N. (2006). Early childhood development through an integrated program: Evidence from the Philippines. Impact Evaluation Series No. 2. World Bank Policy Research Working Paper, 3922- IE. World Bank Publications.
  • Asteriou, D. & Agiomirgianakis, G. M. (2001). Human capital and economic growth: Time series evidence from Greece. Journal of Policy Modeling, 23(5), 481-489. https://doi.org/10.1016/S0161-8938(01)00054-0
  • Attanasio, O. Low, H. & Sanchez-Marcos, V. (2008). Explaining changes in female labor supply in a lifecycle model. American Economic Review, 98, 1517–1552. https://doi.org/10.1257/aer.98.4.1517
  • Ayres, R. (1996). Technology, progress and economic growth. European Management Journal, 14(6), 562-575. https://doi.org/10.1016/S0263-2373(96)00053-9
  • Aysan, M. F. ve Özdoğru, A. A. (2015). Avrupa'da erken çocukluk bakımı ve eğitiminin mukayeseli analizi. Sosyoloji Dergisi, 30(1), 167-194. https://doi.org/10.16917/IU/tjs.12775
  • Barnett, W. S. & Frede, E. (2010). The promise of preschool: Why we need early education for all. American Educator, 34(1), 21-29. https://eric.ed.gov/?id=EJ889144
  • Barro, R. J. (1991). Economic growth in a cross section of countries. The Quarterly Journal of Economics, 106(2), 407-443. https://doi.org/10.2307/2937943
  • Barro, R. J. (1997). Determinants of economic growth: A cross-country study, Cambridge, MA: MIT Press. https://www.nber.org/system/files/working_papers/w5698/w5698.pdf
  • Baum, C. F., Schaffer, M. E. & Stillman, S. (2003). Instrumental variables and GMM: Estimation and testing. The Stata Journal, 3(1), 1-31. https://doi.org/10.1177/1536867X0300300101
  • Bils, M. & Klenow, P. J. (2000). Does schooling cause growth? American Economic Review, 90(5), 1160-1183. https://doi.org/10.1257/aer.90.5.1160
  • Blanchet, D. (1991). On interpreting observed relationships between population growth and economic growth: A graphical exposition. The Population and Development Review, 105-114. https://doi.org/10.2307/1972354
  • Blankenau, W. & Youderian, X. (2015). Early childhood education expenditures and the intergenerational persistence of income. Review of Economic Dynamics, 18(2), 334- 349. https://doi.org/10.1016/j.red.2014.06.001
  • Bloom, D. E., & Freeman, R. B. (1988). Economic development and the timing and components of population growth. Journal of Policy Modeling, 10(1), 57-81. https://doi.org/10.1016/0161-8938(88)90035-X
  • Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115-143. https://doi.org/10.1016/S0304-4076(98)00009-8
  • Bradshaw, M. M. (2015). The intersections of forest schooling and a public school: an intrinsic case study of a Vermont kindergarten. Unpublished Master Thesis. University of Illinois, Urbana Champaign. https://www.ideals.illinois.edu/items/91222
  • Brander, J. A., & Dowrick, S. (1994). The role of fertility and population in economic growth. Journal of Population Economics, 7(1), 1-25.
  • Carneiro, P. ve Heckman, J. (2003). “Human Capital Policy”. NBER Working Paper Series. 9495.
  • Carothers, K. A. (2019). Community schools in St. Louis then and now: Exploring the influence of family, school, and community engagement on student and community outcomes. Unpublished doctoral dissertation, University of Missouri-St. Louis. https://core.ac.uk/download/pdf/289248917.pdf
  • Caucutt, E. & Lochner, L. J. (2020). Early and late human capital investments, borrowing constraints, and the family. Journal of Political Economy, 128(3), 1065-1147. https://doi.org/10.1086/704759
  • Chatterji, M. (1998). Tertiary education and economic growth. Regional Studies, 32(4), 349-354. https://doi.org/10.1080/00343409850117807
  • Conti, G., & Heckman, J. J. (2010). Understanding the early origins of the education–health gradient: A framework that can also be applied to analyze gene–environment interactions. Perspectives on Psychological Science, 5(5), 585-605. DOI: 10.1177/1745691610383502
  • Conti, G. Heckman, J. J., Moon, S. & Pinto, R. (2012). Long-term health effects of early childhood interventions. Unpublished manuscript, University of Chicago, Department of Economics.
  • Cooray, A. V. (2009). The role of education in economic growth. Available at SSRN 1520160.
  • Çobanoglu, F. & Sevim, S. (2019). Child-friendly schools: An assessment of kindergartens. International Journal of Educational Methodology, 5(4), 637-650. https://doi.org/10.12973/ijem.5.4.637
  • Delalibera, B. R. & Ferreira, P. C. (2019). Early childhood education and economic growth. Journal of Economic Dynamics and Control, 98, 82-104. https://doi.org/10.1016/j.jedc.2018.10.002
  • Denison, E. F. (1974). Accounting for United States economic growth 1929-1969.Washington, D.C.: Brookings Institution.
  • Dineri, E., & Gölpek, F. (2021). Türkiye’de Eğitim Sisteminde Okullaşmanın Ekonomik Büyüme Üzerine Etkisi. Akademik Araştırmalar ve Çalışmalar Dergisi (AKAD), 13(24), 37-48. https://doi.org/10.20990/kilisiibfakademik.879660
  • Dodge, D. (2004). Human capital, early childhood development, and economic growth: An economist’s perspective. Toronto: Sparrow Lake Alliance.
  • Elango, S. García, J. L. Heckman, J. J. & Hojman, A. (2015). Early childhood education. In Economics of Means-Tested Transfer Programs in the United States, 2, 235- 297. University of Chicago Press. https://www.nber.org/system/files/chapters/c13489/c13489.pdf
  • Elliott, A. (2006). Early Childhood Education: pathways to quality and equity for all children. Camberwell: Australian Council for Educational Research. https://research.acer.edu.au/cgi/viewcontent.cgi?article=1003&context=aer
  • Englander, A. S. & Gurney, A. (1994). Medium-term determinants of OECD productivity. OECD Economic Studies, 22(1), 49-109. http://www.cercetareservicii.ase.ro/resurse/Documente/A.STEVEN%20ENGLENDER-MEDIUM-TERM%20DETERMINANTS%20OF%20OECD%20PRODUCTIVITY.pdf
  • Erk, N. Çabuk, A. ve Ateş, S. (1998). Long-run growth and physical capital-human capital concentration. METU International Economic Conference II, 9-12 September 1998, Ankara. https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.534.3884&rep=rep1&type=pdf
  • Eveans, J. (2018). Childcare, early education and social inequality: An international perspective. International Journal of Lifelong Education, 37(2), 276-278. https://doi.org/10.1080/02601370.2018.1426276
  • Felipe, J. & McCombie, J. S. (2005). Why are some countries richer than others? A skeptical view of Mankiw–Romer–Weil's test of the neoclassical growth model. Metroeconomica, 56(3), 360-392. https://doi.org/10.1111/j.1467-999X.2005.00221.x
  • Funke, M. & Strulik, H. (2000). On endogenous growth with physical capital, human capital and product variety. European Economic Review, 44(3), 491-515. https://doi.org/10.1016/S0014-2921(98)00072-5
  • García, J. L., Heckman, J. J., & Ronda, V. (2021b). The Lasting Effects of Early Childhood Education on Promoting the Skills and Social Mobility of Disadvantaged African Americans. Working Paper 29057. National Bureau of Economic Research.
  • Geelhoed, E. A., Bloom, D. E., Bock, C., Flatau, P., Mandzufas, J., Li, I., & Cross, D. (2022). Informing Resource Allocation for Investment in Early Childhood: A Review of the International Peer‐Reviewed Evidence. Australian Economic Review, 55(2), 215-231. DOI: 10.1111/1467-8462.12452
  • Gemmel, N. (1996). Evaluating the impacts of human capital stocks and accumulation on economic growth: Some new evidence. Oxford Bulletin of Economics and Statistics, 58, 9-28. https://doi.org/10.1111/j.1468-0084.1996.mp58001002.x
  • Goczek, Ł., Witkowska, E., Witkowski, B. (2021). How does education quality affect economic growth? Sustainability, 13, 6437. https:// doi.org/10.3390/su13116437
  • Gould, E. D., Moav, O., & Weinberg, B. A. (2001). Precautionary demand for education, inequality, and technological progress. Journal of Economic Growth, 6(4), 285-315.
  • Günsoy, G. (2009). Beşeri sermaye ve insani gelişme için erken çocukluk eğitiminin önemi. Bilgi Ekonomisi ve Yönetimi Dergisi, 4(2), 23-43. https://dergipark.org.tr/en/pub/beyder/issue/3479/47333
  • Gürkan, T. (1978). Problems of pre-school teachers about pre-school education. Ankara University Journal of Faculty of Educational Sciences, 11(1), 95-114.
  • Gyimah-Brempong, K. Paddison, O. & Mitiku, W. (2006). Higher education and economic growth in Africa. The Journal of Development Studies, 42(3), 509-529. https://doi.org/10.1080/00220380600576490
  • Hanushek, E. A. (2013). Economic growth in developing countries: The role of human capital. Economics of Education Review, 37, 204-212. https://doi.org/10.1016/j.econedurev.2013.04.005
  • Hanushek, E. A., Schwerdt, G., Wiederhold, S., & Woessmann, L. (2015). Returns to skills around the world: Evidence from PIAAC. European Economic Review, 73, 103-130. https://doi.org/10.1016/j.euroecorev.2014.10.006
  • Hanushek, E. A. & Kim, D. (1995). Schooling, labor force quality, and economic growth (No. w5399). National bureau of economic research. https://www.nber.org/system/files/working_papers/w5399/w5399.pdf
  • Hanushek, E. A. & Kimko, D. D. (2000). Schooling, labor-force quality, and the growth of nations. American Economic Review, 90(5), 1184-1208. https://doi.org/10.1257/aer.90.5.1184
  • Hanushek, E. A., & Woessmann, L. (2010). The high cost of low educational performance: The long-run economic impact of improving PISA outcomes. OECD Publishing. 2, rue Andre Pascal, F-75775 Paris Cedex 16, France.
  • Heckman, J. J. (2000). Invest in the very young. Chicago: Ounce of Prevention Fund. https://files.eric.ed.gov/fulltext/ED467549.pdf
  • Heckman, J. J. (2004). Invest in the very young. In: Tremblay RE, Barr RG, Peters RDeV, (Eds). Encyclopedia on Early Childhood Development [online]. Montreal, Quebec: Centre of Excellence for Early Childhood Development. Retrieved on: February 13- 2018, 1-2. http://www.child-encyclopedia.com/documents/HeckmanANGxp.pdf
  • Heckman, J. Moon, S. H., Pinto, R. Savelyev, P. & Yavitz, A. (2010). Analyzing social experiments as implemented: A reexamination of the evidence from the High Scope Perry Preschool Program. Quantitative Economics, 1(1), 1-46. https://doi.org/10.3982/QE8
  • Helpman, E. & Hoffmaister, A. (1997). North-south R&D spillovers. The Economic Journal, 107(440), 134-49. https://www.jstor.org/stable/2235275
  • Hendrick, J. (1992). The whole child (5th Ed.). New York: MacMillan.
  • Hertzman, C. (2010). Framework for the social determinants of early child development. Encyclopedia on early childhood development. Canada: University of British Columbia. https://www.childencyclopedia.com/pdf/expert/importance-early-childhood-development/according-experts/framework-socialdeterminantsearly-child
  • Heyneman, S. P. (2009). The failure of education-for-all as Political strategy. UNESCO Prospects, 39(1), 5-10. https://doi.org/10.1007/s11125-009-9107-0
  • Jaumotte, F. (2003). Female labor force participation: past trends and main determinants in OECD countries. OECD Working Paper No. 376 https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2344556
  • Karoly, L. A. (2016). The economic returns to early childhood education. The Future of Children, 26(2), 37–55. https://files.eric.ed.gov/fulltext/EJ1118537.pdf
  • Karuppiah, N. & Poon, K. (2022). Early Childhood Education in Singapore. In International Handbook on Education in South East Asia (pp. 1-20). Springer, Singapore. https://doi.org/10.1007/978-981-16-8136-3_4-1
  • Karoly, L. A. & Bigelow, J. H. (2005). The economics of investing in universal preschool education in California. Santa Monica, CA: RAND. https://eric.ed.gov/?id=ED489465
  • Keller, K. (2006). Investment in primary, secondary, and higher education and the effects on economic growth. Contemporary Economic Policy, 24(1), 18-34. https://doi.org/10.1093/cep/byj012
  • Kelley, A. C., & Schmidt, R. M. (1995). Aggregate population and economic growth correlations: the role of the components of demographic change. Demography, 32(4), 543-555.
  • Krueger, A. B. & Lindahl, M. (2001). Education for growth: Why and for whom? Journal of Economic Literature, 39(4), 1101-1136. https://doi.org/10.1257/jel.39.4.1101
  • Li, Y. Wang, X. Westlund, H. & Liu, Y. (2015). Physical capital, human capital, and social capital: The changing roles in China's economic growth. Growth and Change, 46(1), 133-149. https://doi.org/10.1111/grow.12084
  • Lin, T. (2006). Alternative measure for education variable in an empirical economic growth model: Is primary education less important? Economics Bulletin, 15, 1-6. https://core.ac.uk/download/pdf/6310114.pdf
  • Loening, J. Bhaskara R. & Singh. R. (2010). Effects of education on economic growth: Evidence from Guatemala. MPRA Paper 23665, University Library of Munich, Germany. https://mpra.ub.uni-muenchen.de/25105/1/MPRA_paper_25105.pdf
  • Lucas, E. (1988). On the mechanics of economic development. Journal of Monetary Economics, 22, 3-42. https://doi.org/10.1016/0304-3932(88)90168-7
  • Lynch, R. & Vaghul, K. (2015). The benefits and costs of investing in early childhood education. The fiscal, economic, and societal gains of a universal prekindergarten program in the United States, 2016-2050. Washington, DC: Washington Center for Equitable Growth. https://equitablegrowth.org/research-paper/the-benefits-and-costs-of-investing-in-early-childhood-education/?longform=true
  • Maneejuk, P., & Yamaka, W. (2021). The impact of higher education on economic growth in ASEAN-5 countries. Sustainability, 13(2), 520. https://doi.org/10.3390/su13020520
  • Mankiw, G. Romer, D. & Weil, D. (1992). A contribution to the empirics of economic growth. Quarterly Journal of Economics, 107, 407-437. https://doi.org/10.2307/2118477
  • McCabe, L. A. & Frede, E. C. (2007). Challenging behaviors and the role of preschool education. National Institute for Early Education Research Preschool Policy Brief, 16. https://nieer.org/wp-content/uploads/2016/08/20-1.pdf
  • McMahon, W. (1998). Education and growth in East Asia. Economics of Education Review, 17(2), 159-172. https://doi.org/10.1016/S0272-7757(97)00050-2
  • Mhadhbi, K. (2014). Financial development and economic growth: A dynamic panel data analysis. International Journal of Econometrics and Financial Management, 2(2), 48–58. https://doi.org/10.12691/ijefm-2-2-1
  • Mialaret, G. (1974). Early childhood education: Prepared for the ınternational bureau of education (No. 192). UNESCO.
  • Mingat, A. & Tan, J. P. (1996). The full social returns to education: Estimates based on countries' economic growth performance (No. 16131, p. 1). The World Bank. https://documents1.worldbank.org/curated/en/949711468740209672/pdf/multi-page.pdf
  • Morris, S. & Oldroyd, J. (2020). International business. JohnWiley & Sons: Hoboken, NJ, USA.
  • Mustard, J. F. (2007). Experience-based brain development: scientific underpinnings of the importance of early child development in a global world. Early child development: from measurement to action. Washington DC, the World Bank, 43-86.
  • Nelson, R. R. & Phelps, E. S. (1966). Investment in humans, technological diffusion, and economic growth. The American Economic Review, 56(1/2), 69-75. https://www.jstor.org/stable/1821269#metadata_info_tab_contents
  • Neycheva, M & Joensen, K. (2019). Higher educational attainment for growth: The MRW model for Iceland. Scandinavian Journal of Educational Research, 63(3), 301-316. https://doi.org/10.1080/00313831.2017.1357144
  • Ogundari, K., & Awokuse, T. (2018). Human capital contribution to economic growth in Sub-Saharan Africa: does health status matter more than education? Economic Analysis and Policy, 58, 131-140. https://doi.org/10.1016/j.eap.2018.02.001
  • OECD. (2008). 21st century learning: Research, innovation and policy. Directions from recent OECD analyses. Paris: Author. https://www.haiti-now.org/wp-content/uploads/2017/05/21st-Century-Learning.pdf
  • Omojimite, B. U. (2010). Education and economic growth in Nigeria: A Granger causality analysis. African Research Review, 4(3). DOI: 10.4314/afrrev.v4i3.60158
  • Pegkas, P. & Tsamadias, C. (2014). Does higher education affect economic growth? The case of Greece. International Economic Journal, 28(3), 425-444. https://doi.org/10.1080/10168737.2014.894551
  • Pereira, J. & Aubyn, M. S. (2009). What level of education matters most for growth? Evidence from Portugal. Economics of Education Review, 28(1), 67-73. https://doi.org/10.2139/ssrn.715481
  • Petrakis, P. E. & Stamatakis. D. (2002). Growth and educational levels: A comparative analysis. Economics of Education Review, 21(5), 513–521. https://doi.org/10.1016/S0272-7757(01)00050-4
  • Portela, M. Alessie, R. & Teulings, C. N. (2004). Measurement error in education and growth regressions (No. 04-040/3). Tinbergen Institute Discussion Paper. https://onlinelibrary.wiley.com/doi/epdf/10.1111/j.1467-9442.2010.01613.x
  • Psacharopoulos, G. (1994). Returns to investment in education: A global update. World Development, 22(9), 1325-1343. https://doi.org/10.1016/0305-750X(94)90007-8
  • Psacharopoulos, G. & Patrinos, H. A. (2018). Returns to investment in education: A decennial review of the global literature. Education Economics, 26(5), 445-458 https://doi.org/10.1080/09645292.2018.1484426
  • Ragoobur, V. T., & Narsoo, J. (2022). Early human capital: the driving force to economic growth in island economies. International Journal of Social Economics, (ahead-of-print). DOI 10.1108/IJSE-11-2021-0674
  • Ramey, C. T. & Ramey, S. L. (2004). Early learning and school readiness: Can early intervention make a difference? Merrill-Palmer Quarterly, 50(4), 471-491. https://doi.org/10.1353/mpq.2004.0034
  • Reynolds, A. J. & Ou, S. R. (2011). Paths of effects from preschool to adult well‐ being: A confirmatory analysis of the child‐ parent center program. Child Development, 82(2), 555-582. https://doi.org/10.1111/j.1467-8624.2010.01562.x
  • Richter, L. M. Daelmans, B. Lombardi, J. Heymann, J. Boo, F. L. Behrman, J. R. ... & Bhutta, Z. A. (2017). Investing in the foundation of sustainable development: pathways to scale up for early childhood development. The lancet, 389(10064), 103- 118. https://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC5880532&blobtype=pdf
  • Rolnick, A. & Grunewald, R. (2003). Early childhood development: Economic development with a high public return. The Region, 17(4), 6-12. https://www.sciencedirect.com/science/article/abs/pii/S0140673616316981?via%3Dihub
  • Romer, P. (1990). Endogenous technological change. Journal of Political Economy, 98, 71- 102. https://doi.org/10.1086/261725
  • Sala-I-Martin, X., Doppelhofer, G., & Miller, R. I. (2004). Determinants of long-term growth: A Bayesian averaging of classical estimates (BACE) approach. American economic review, 94(4), 813-835.DOI: 10.1257/0002828042002570
  • Schweinhart, L. J. (2004). The High/Scope Perry Preschool study through age 40: Summary, conclusions, and frequently asked questions. High/Scope Educational Research Foundation. https://nieer.org/wpcontent/uploads/2014/09/specialsummary_rev2011_02_2.pdf
  • Schweisfurth, M. (2013). Learner-centered education in international perspective: Whose pedagogy for whose development? Routledge. https://doi.org/10.4324/9780203817438
  • Self, S. & Grabowski, R. (2004). Does education at all levels cause growth? India, a case study. Economics of Education Review, 23(1), 47-55. https://doi.org/10.1016/S0272-7757(03)00045-1
  • Shleifer, A. & Vishny, R. W. (1991). Takeovers in the '60s and the '80s: Evidence and implications. Strategic Management Journal. 12(S2), 51-59. https://doi.org/10.1002/smj.4250121005
  • Solmon, L. C. (1985). Quality of education and economic growth. Economics of Education Review, 4(4), 273-290. https://doi.org/10.1016/0272-7757(85)90013-5
  • Solow, R. (1956). A contribution to the theory of economic growth. Quarterly Journal of Economics, 70, 65–94. https://doi.org/10.2307/1884513
  • Solow, R. (1957). Technical change and the aggregate production function. Review of Economics and Statistics, 39, 748–762. https://doi.org/10.2307/1926047
  • Solow, R. M. (1962). Technical progress, capital formation, and economic growth. The American Economic Review, 52(2), 76-86.
  • Solow, R.M. (2003) Foreward in McMahon, G. and Squire, L. (eds.) Explaining Growth: A Global Research Project, IEA Conference, 137 (New York: Palgrave Macmillan). https://doi.org/10.1057/9781403990105_1
  • Tallman, E. W. & Wang, P. (1994). Human capital and endogenous growth evidence from Taiwan. Journal of Monetary Economics, 34(1), 101-124. https://doi.org/10.1016/0304-3932(94)01152-4
  • Van der Gaag, J. (2002). From child development to human development. In M. E. Young (Ed.) From early child development to human development: Investing in our children’s future (pp. 63-78), Washington, D.C.: The World Bank. https://olc.worldbank.org/sites/default/files/4-From_early_child_development_to_human_development_Investing_in_our_children_future_The_World_Bank_2002_0.pdf
  • Van-Huizen, T., Dumhs, L. & Plantenga, J. (2019). The cost and benefits of investing in universal preschool: Evidence from a Spanish reform. Child Development, 90(3), 386-406. https://doi.org/10.1111/cdev.12993
  • Verick, S. (2014). Female labor force participation in developing countries. IZA World of Labor. https://wol.iza.org/uploads/articles/87/pdfs/female-labor-force-participation-in-developing-countries.pdf?v=1
  • Walker, S. P., Wachs, T. D. Gardner, J. M. Lozoff, B., Wasserman, G. A., Pollitt, E., ... & International Child Development Steering Group. (2007). Child development: Risk factors for adverse outcomes in developing countries. The lancet, 369(9556), 145- 157. https://doi.org/10.1016/S0140-6736(07)60076-2
  • Widarni, E.L., & Bawono, S. (2021). Human capital, technology, and economic growth: A case study of Indonesia. Journal of Asian Finance, Economics and Business, 8, 29–35. https://doi:10.13106/jafeb
  • Young, A. (1995). The tyranny of numbers: confronting the statistical realities of the East Asian growth experience. Quarterly Journal of Economics, 110, 641–680. https://doi.org/10.3386/w4680
  • Zhao, Q., Wang, X., & Rozelle, S. (2019). Better cognition, better school performance? Evidence from primary schools in China. China Economic Review, 55, 199-217. https://doi.org/10.1016/j.chieco.2019.04.005
  • Zigler, E. F. Singer, D. G. & Bishop-Josef, S. J. (2004). Children's play: The roots of reading. Zero to Three/National Center for Infants, Toddlers and Families. https://eric.ed.gov/?id=ED500101
There are 115 citations in total.

Details

Primary Language English
Subjects Economics
Journal Section RESEARCH PAPERS
Authors

Sinem Eyüboğlu 0000-0002-3525-9173

Simge Yılmaz Uysal 0000-0002-5092-8670

Publication Date November 29, 2022
Published in Issue Year 2022 Volume: 14 Issue: 27

Cite

APA Eyüboğlu, S., & Yılmaz Uysal, S. (2022). Examining the Relationship between Preprimary Education and Economic Growth in Developing Countries. Akademik Araştırmalar Ve Çalışmalar Dergisi (AKAD), 14(27), 468-484. https://doi.org/10.20990/kilisiibfakademik.1151440
AMA Eyüboğlu S, Yılmaz Uysal S. Examining the Relationship between Preprimary Education and Economic Growth in Developing Countries. Akademik Araştırmalar ve Çalışmalar Dergisi (AKAD). November 2022;14(27):468-484. doi:10.20990/kilisiibfakademik.1151440
Chicago Eyüboğlu, Sinem, and Simge Yılmaz Uysal. “Examining the Relationship Between Preprimary Education and Economic Growth in Developing Countries”. Akademik Araştırmalar Ve Çalışmalar Dergisi (AKAD) 14, no. 27 (November 2022): 468-84. https://doi.org/10.20990/kilisiibfakademik.1151440.
EndNote Eyüboğlu S, Yılmaz Uysal S (November 1, 2022) Examining the Relationship between Preprimary Education and Economic Growth in Developing Countries. Akademik Araştırmalar ve Çalışmalar Dergisi (AKAD) 14 27 468–484.
IEEE S. Eyüboğlu and S. Yılmaz Uysal, “Examining the Relationship between Preprimary Education and Economic Growth in Developing Countries”, Akademik Araştırmalar ve Çalışmalar Dergisi (AKAD), vol. 14, no. 27, pp. 468–484, 2022, doi: 10.20990/kilisiibfakademik.1151440.
ISNAD Eyüboğlu, Sinem - Yılmaz Uysal, Simge. “Examining the Relationship Between Preprimary Education and Economic Growth in Developing Countries”. Akademik Araştırmalar ve Çalışmalar Dergisi (AKAD) 14/27 (November 2022), 468-484. https://doi.org/10.20990/kilisiibfakademik.1151440.
JAMA Eyüboğlu S, Yılmaz Uysal S. Examining the Relationship between Preprimary Education and Economic Growth in Developing Countries. Akademik Araştırmalar ve Çalışmalar Dergisi (AKAD). 2022;14:468–484.
MLA Eyüboğlu, Sinem and Simge Yılmaz Uysal. “Examining the Relationship Between Preprimary Education and Economic Growth in Developing Countries”. Akademik Araştırmalar Ve Çalışmalar Dergisi (AKAD), vol. 14, no. 27, 2022, pp. 468-84, doi:10.20990/kilisiibfakademik.1151440.
Vancouver Eyüboğlu S, Yılmaz Uysal S. Examining the Relationship between Preprimary Education and Economic Growth in Developing Countries. Akademik Araştırmalar ve Çalışmalar Dergisi (AKAD). 2022;14(27):468-84.