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THE ROLE OF COGNITIVE SKILLS ACCUMULATION ON EDUCATIONAL QUALITY AND ECONOMIC GROWTH

Year 2020, Volume: 12 Issue: 22, 169 - 179, 01.01.2020
https://doi.org/10.14784/marufacd.688318

Abstract

This paper inquires ‘outcomes’ in education quality by focusing on issues related to cognitive skill development. Cognitive skills, which include literacy and numeracy, are defined as the “ability to understand complex ideas, adapt effectively to the environment, learn from experience, and reason” (The World Bank, 2017). UNESCO (2005, p.2) mentions the importance of cognitive development as “the major explicit objective of all education systems” and as one of the principles of defining quality in education. The first section of this paper will elaborate on the role of cognitive skills within the purpose and quality of education, followed by a section on teacher quality, and early childhood education since an amalgam of research states both factors having a significant statistical impact on cognitive skill formation (HW, 2015; Cunha& Heckman, 2017; Dahmann, 2015). The paper will conclude by touching issues regarding measurement and research gaps. There are several factors which enhance cognitive skill formation, and the aim of this research is not about assessing importance/relevance weights on specific factors; instead, it is an inquiry on the lack of cognitive skills within education quality.

References

  • ACEMOGLU, D., & ROBINSON, J. A. (2013). Why nations fail: The origins of power, prosperity, and poverty. New York: Crown. ADAMS, D. (1993). Defining Educational Quality. Educational Planning, 9(3), 3-18. Retrieved December 27, 2018, from https://eric.ed.gov/?id=EJ487855. ALTINOK, N., & AYDEMIR, A. (2017). Does one size fit all? The impact of cognitive skills on economic growth. Journal of Macroeconomics, 53, 176-190. doi:10.1016/j.jmacro.2017.06.007 AMMONS, M. (1964). Purpose and Program: How Does Commitment Today Differ from That in Other Periods. Association for Supervision and Curriculum Development, 15-20. Retrieved December 28, 2018. BARBER, M. & MOURSHED, M. (2007) How the World's Best Performing Schools Come Out on Top. London: McKinsey and Company. BARON, J., & TREIMAN, R. (1980). Some problems in the study of differences in cognitive processes. Memory& Cognition, 8(4), 313-321. doi:10.3758/bf03198270 BARRO, R. J., & SALA-I-MARTIN, X. (2004). Economic growth. Cambridge (Mass.): MIT Press. BESLEY, T. (2009). Assessing the quality of educational research in higher education: International perspectives. Rotterdam, Netherlands: Sense. BRETON, T. R. (2011). “The Quality vs. the Quantity of Schooling: What Drives Economic Growth?” Economics of Education Review 30(4): 765–73. BRUMM, H. J. (1996). “The Human Capital Augmented Solow Model Revisited.” Applied Economics Letters 3(11): 711–14. CUNHA, F., & HECKMAN, J. (2007). The Technology of Skill Formation. American Economic Review, 97(2), 31-47. doi:10.1257/aer.97.2.31 CUNHA, F., & HECKMAN, J. J. (2008). Formulating, Identifying and Estimating the Technology of Cognitive and Noncognitive Skill Formation. Journal of Human Resources, 43(4), 738-782. doi:10.3368/jhr.43.4.738 DAHMANN, S. (2015). How Does Education Improve Cognitive Skills? Instructional Time versus Timing of Instruction. SSRN Electronic Journal, 1-55. doi:10.2139/ssrn.2630179 DEWEY, John (1934). Individual psychology and education. The Philosopher 12 (1):1-6. EVANS, D. (2018, January 31). The World Bank What’s new in education research? Impact evaluations and measurement – January 2018 round-up [Web log post]. Retrieved January 4, 2019, from http://blogs.worldbank.org/impactevaluations/what-s-new-education-research-impact-evaluations-and-measurement-january-2018-round FEENSTRA, Robert C., ROBERT Inklaar and MARCEL P. Timmer (2015), "The Next Generation of the Penn World Table" American Economic Review, 105(10), 3150-3182 FORD, H. (1922, December 1). Ford News, Volume 3, 1922. Ford Motor Company, p. 2. Retrieved December 27, 2018, from https://openlibrary.org/works/OL17621497W/Ford_News. FOSHAY, A. (1991). The Curriculum Matrix: Transcendence and Mathematics,” Journal of Curriculum and Supervision. Journal of Curriculum and Supervision, 6(4), 277-293. Retrieved December 28, 2018, from http://www.ascd.org/ASCD/pdf/journals/jcs/jcs_1991summer_foshay.pdf GARCIA, E. (2014, December 2). The Need to Address Noncognitive Skills in the Education Policy Agenda. Retrieved January 4, 2019, from https://www.epi.org/publication/the-need-to-address-noncognitive-skills-in-the-education-policy-agenda/ GNEEZY, U., LIST, J., LIVINGSTON, J., SADOFF, S., QIN, X., & XU, Y. (2017). Measuring Success in Education: The Role of Effort on the Test Itself. 1-64. doi:10.3386/w24004 GRUBER, N. (2017). Why Israel does poorly in the PISA exams – perceptions versus reality. Institute for Socioeconomic Research | SHORESH, 1-44. Retrieved January 4, 2019.
  • HANUSHEK, E. A., & KIMKO, D. D. (2000). Schooling, Labor-Force Quality, and the Growth of Nations. American Economic Review, 90(5), 1184-1208. doi:10.1257/aer.90.5.1184 HANUSHEK, E., 2002. Publicly provided education. In: Auerbach, A.J., Feldstein, M. (Eds.), Handbook of Public Economics. Elsevier, Amsterdam, pp. 2045–2141. HANUSHEK, E. (2005). The Economics of School Quality. German Economic Review, 6(3), 269-286. HANUSHEK, E., & WOESSMANN, L. (2007). The Role of Education Quality for Economic Growth World Bank Policy Research Working Paper No. 4122. Available at SSRN: https://ssrn.com/abstract=96037 HANUSHEK, E., & WOESSMANN, L. (2008). The Role of Cognitive Skills in Economic Development. Journal of Economic Literature, 46(3), 607-668. doi:10.1257/jel.46.3.607 HANUSHEK, E., & WOESSMANN, L., (2012a). Do Better schools lead to more growth? Cognitive skills, economic outcomes, and causation. J. Economic Growth 17 (4), 267–321. HANUSHEK, E., & WOESSMANN, L., (2012b). Schooling, educational achievement, and the Latin American growth puzzle. J. Development Economics 99 (2), 497–512. HANUSHEK, E., WOESSMANN, L., (2015). The Knowledge Capital of Nations. Education and the Economics of Growth. The MIT Press, Cambridge, MA. HECK, R., (2009). Teacher effectiveness and student achievement: Investigating a multilevel cross‐classified model. Journal of Educational Administration, 47 (2), 227-249. Heckman, J. J., Stixrud, J., & Urzua, S. (2006). The effects of cognitive and noncognitive abilities on labor market outcomes and social behavior. Journal of Labor Economics, 24(3), 411–482 JACKSON, K., JOHNSON, R., & PERSICO, C. (2017, November 02). Money Does Matter After All. Retrieved December 29, 2018, from https://www.educationnext.org/money-matter/ JAIN, C., & PRASAD, N. (2017). Quality in Education—Concept, Origin, and Approaches. Quality of Secondary Education in India, 9-16. doi:10.1007/978-981-10-4929-3_2 JAYA, P. (2016, December 08). Ong: Did ministry try to rig results for Pisa 2015 report? Retrieved January 4, 2019, from https://www.freemalaysiatoday.com/category/nation/2016/12/08/ong-did-ministry-try-to-rig-results-for-pisa-2015-report/ JERRIM, J. (2017, July 19). Why does Vietnam do so well in PISA? An example of why naive interpretation of international rankings is such a bad idea [Web log post]. Retrieved January 4, 2019, from https://ffteducationdatalab.org.uk/2017/07/why-does-vietnam-do-so-well-in-pisa-an-example-of-why-naive-interpretation-of-international-rankings-is-such-a-bad-idea/ KATTAN, R. B. (2017, August 5). The World Bank: Non-cognitive skills: What are they and why should we care? [Web log post]. Retrieved January 4, 2019, from http://blogs.worldbank.org/education/non-cognitive-skills-what-are-they-and-why-should-we-care LADD, H., & LOEB, S. (2013). The challenges of measuring school quality: Implications for educational equity. In D. Allen, & R. Reich (Eds), Education, Justice, and Democracy. Chicago, IL: University of Chicago Press. MINCER, J. (1974). Schooling, experience, and earnings. New York: National Bureau of Economic Research. MANKIW, G., DAVID R., & DAVID W., (1992). A Contribution to the Empirics of Economic Growth. Quarterly Journal of Economics, vol. 107: 407 - 438. MARTIN, M. O., MULLIS, I. V. S., & HOOPER, M. (Eds.). (2017). Methods and Procedures in PIRLS 2016. Retrieved from Boston College, TIMSS & PIRLS International Study Center MONTT, G. (2012). Pisa in Focus: Does Money Buy Strong Performance in PISA? PISA in Focus. doi:10.1787/5k9fhmfzc4xx-en MORTIMORE, P., & STONE, C. (1991). Measuring Educational Quality. British Journal of Educational Studies, 39(1), 69-82. doi:10.2307/3120871 MOY, P., & MURPHY, J. (2016). Problems and Prospects in Survey Research. Journalism & Mass Communication Quarterly, 93(1), 16-37. doi:10.1177/1077699016631108 MULLIS, I. V. (2012). PIRLS 2011: International results in reading. Chestnut Hill, MA: TIMSS & PIRLS International Study Center. MULLIS, I.V., Martin, M.O., Foy, P., & Arora, A. (2012). Chestnut Hill, MA: TIMSS & PIRLS International Study Center, Boston College National Institutes of Health. (2018, December 12). Brain Basics: Know Your Brain. Retrieved January 3, 2019, from https://www.ninds.nih.gov/Disorders/Patient-Caregiver-Education/Know-Your-Brain OECD (2012), Equity and Quality in Education: Supporting Disadvantaged Students and Schools, OECD Publishing. http://dx.doi.org/10.1787/9789264130852-en OECD. (2016). PISA 2015 Results (Volume II) Policies and Practices for Successful Schools. PISA, OECD Publishing, Paris. doi:10.1787/9789264267510-en OECD (2018), OECD Economic Outlook, Volume 2018 Issue 2. OECD Publishing, Paris, https://doi.org/10.1787/eco_outlook-v2018-2-en. OECD. (n.d.). Mexico - OECD Data. Retrieved December 31, 2018, from https://data.oecd.org/mexico.htm PIOPIUNIK, M., WIEDERHOLD, S., & HANUSHEK, E. (2018). The Value of Smarter Teachers: International Evidence on Teacher Cognitive Skills and Student Performance*. Journal of Human Resources. Retrieved January 2, 2019. RAO, N., SUN, J., WONG, JMS., WEEKES B.P., SHAEFFER, S., YOUNG, M., BRAY, M., CHEN, E., LEE, D. (2014), Early childhood development and cognitive development in developing countries: A rigorous literature review. Department for International Development. RIVKIN, S., HANUSHEK, E., & KAIN, J. F. (2005). Teachers, Schools, And Academic Achievement. Econometrica, 73(2), 417-458. SAMUELSON, P. A., & NORDHAUS, W. D. (2010). Economics. Boston: McGraw-Hill. SANDS, G., & ROY, A. (2017, January 04). Are the PISA Education Results Rigged? Retrieved January 4, 2019, from https://www.forbes.com/sites/realspin/2017/01/04/are-the-pisa-education-results-rigged/#2d8679631561 SEIDEL, T., & SHAVELSON, R.J. (2007), “Teaching effectiveness research in the past decade: the role of theory and research design in disentangling meta-analysis results”, Review of Educational Research, 77 (4), 454-499. SOLOW, R. (1956). A Contribution to the Theory of Economic Growth. The Quarterly Journal of Economics, 70(1), 65-94. The Global Goals for Sustainable Development. (n.d.). Goal 4: Quality Education. Retrieved December 31, 2018, from https://www.globalgoals.org/4-quality-educatio UNESCO. (2005). EFA global monitoring report: The quality imperative. Regional Overview. United Nations Educational, Scientific and Cultural Organization. UNICEF. (2000). Defining quality in education (Defining Quality in Education A paper presented by UNICEF at the meeting of The International Working Group on Education Florence, Italy June 2000). Retrieved from http://www.unicef.org/education/files/QualityEducation.PDF United Nations. (2015). Transforming Our World: The 2030 Agenda For Sustainable Development. New York: UN Publishing, Print. United Nations Development Programme. (n.d.). Goal 4: Quality education. Retrieved December 31, 2018, from http://www.undp.org/content/undp/en/home/sustainable-development-goals/goal-4-quality-education.html WATTS, A. (2017). International surveys TIMSS, PISA, PIRLS (pp. 1-5, Issue Brief No. 6920565690). Cambridge Assessment International Education. World Bank. (2014). STEP skills measurement surveys: innovative tools for assessing skills (English). Social protection and labor discussion paper. Washington, DC: World Bank World Bank. (2017, October 10). Skills Development. Retrieved from http://www.worldbank.org/en/topic/skillsdevelopment YIANNOUKA, S., & MOUHYI, Z. (2018, April 03). There is no one-size-fits-all school model: Developing a flexible and innovative education ecosystem. Retrieved December 28, 2018, from https://www.brookings.edu/blog/education-plus-development/2018/04/03/there-is-no-one-size-fits-all-school-model-developing-a-flexible-and-innovative-education-ecosystem/ ZEILEIS, A., (2017). pwt9: Penn World Table (Version 9.x). R package version 9.0-0.
Year 2020, Volume: 12 Issue: 22, 169 - 179, 01.01.2020
https://doi.org/10.14784/marufacd.688318

Abstract

References

  • ACEMOGLU, D., & ROBINSON, J. A. (2013). Why nations fail: The origins of power, prosperity, and poverty. New York: Crown. ADAMS, D. (1993). Defining Educational Quality. Educational Planning, 9(3), 3-18. Retrieved December 27, 2018, from https://eric.ed.gov/?id=EJ487855. ALTINOK, N., & AYDEMIR, A. (2017). Does one size fit all? The impact of cognitive skills on economic growth. Journal of Macroeconomics, 53, 176-190. doi:10.1016/j.jmacro.2017.06.007 AMMONS, M. (1964). Purpose and Program: How Does Commitment Today Differ from That in Other Periods. Association for Supervision and Curriculum Development, 15-20. Retrieved December 28, 2018. BARBER, M. & MOURSHED, M. (2007) How the World's Best Performing Schools Come Out on Top. London: McKinsey and Company. BARON, J., & TREIMAN, R. (1980). Some problems in the study of differences in cognitive processes. Memory& Cognition, 8(4), 313-321. doi:10.3758/bf03198270 BARRO, R. J., & SALA-I-MARTIN, X. (2004). Economic growth. Cambridge (Mass.): MIT Press. BESLEY, T. (2009). Assessing the quality of educational research in higher education: International perspectives. Rotterdam, Netherlands: Sense. BRETON, T. R. (2011). “The Quality vs. the Quantity of Schooling: What Drives Economic Growth?” Economics of Education Review 30(4): 765–73. BRUMM, H. J. (1996). “The Human Capital Augmented Solow Model Revisited.” Applied Economics Letters 3(11): 711–14. CUNHA, F., & HECKMAN, J. (2007). The Technology of Skill Formation. American Economic Review, 97(2), 31-47. doi:10.1257/aer.97.2.31 CUNHA, F., & HECKMAN, J. J. (2008). Formulating, Identifying and Estimating the Technology of Cognitive and Noncognitive Skill Formation. Journal of Human Resources, 43(4), 738-782. doi:10.3368/jhr.43.4.738 DAHMANN, S. (2015). How Does Education Improve Cognitive Skills? Instructional Time versus Timing of Instruction. SSRN Electronic Journal, 1-55. doi:10.2139/ssrn.2630179 DEWEY, John (1934). Individual psychology and education. The Philosopher 12 (1):1-6. EVANS, D. (2018, January 31). The World Bank What’s new in education research? Impact evaluations and measurement – January 2018 round-up [Web log post]. Retrieved January 4, 2019, from http://blogs.worldbank.org/impactevaluations/what-s-new-education-research-impact-evaluations-and-measurement-january-2018-round FEENSTRA, Robert C., ROBERT Inklaar and MARCEL P. Timmer (2015), "The Next Generation of the Penn World Table" American Economic Review, 105(10), 3150-3182 FORD, H. (1922, December 1). Ford News, Volume 3, 1922. Ford Motor Company, p. 2. Retrieved December 27, 2018, from https://openlibrary.org/works/OL17621497W/Ford_News. FOSHAY, A. (1991). The Curriculum Matrix: Transcendence and Mathematics,” Journal of Curriculum and Supervision. Journal of Curriculum and Supervision, 6(4), 277-293. Retrieved December 28, 2018, from http://www.ascd.org/ASCD/pdf/journals/jcs/jcs_1991summer_foshay.pdf GARCIA, E. (2014, December 2). The Need to Address Noncognitive Skills in the Education Policy Agenda. Retrieved January 4, 2019, from https://www.epi.org/publication/the-need-to-address-noncognitive-skills-in-the-education-policy-agenda/ GNEEZY, U., LIST, J., LIVINGSTON, J., SADOFF, S., QIN, X., & XU, Y. (2017). Measuring Success in Education: The Role of Effort on the Test Itself. 1-64. doi:10.3386/w24004 GRUBER, N. (2017). Why Israel does poorly in the PISA exams – perceptions versus reality. Institute for Socioeconomic Research | SHORESH, 1-44. Retrieved January 4, 2019.
  • HANUSHEK, E. A., & KIMKO, D. D. (2000). Schooling, Labor-Force Quality, and the Growth of Nations. American Economic Review, 90(5), 1184-1208. doi:10.1257/aer.90.5.1184 HANUSHEK, E., 2002. Publicly provided education. In: Auerbach, A.J., Feldstein, M. (Eds.), Handbook of Public Economics. Elsevier, Amsterdam, pp. 2045–2141. HANUSHEK, E. (2005). The Economics of School Quality. German Economic Review, 6(3), 269-286. HANUSHEK, E., & WOESSMANN, L. (2007). The Role of Education Quality for Economic Growth World Bank Policy Research Working Paper No. 4122. Available at SSRN: https://ssrn.com/abstract=96037 HANUSHEK, E., & WOESSMANN, L. (2008). The Role of Cognitive Skills in Economic Development. Journal of Economic Literature, 46(3), 607-668. doi:10.1257/jel.46.3.607 HANUSHEK, E., & WOESSMANN, L., (2012a). Do Better schools lead to more growth? Cognitive skills, economic outcomes, and causation. J. Economic Growth 17 (4), 267–321. HANUSHEK, E., & WOESSMANN, L., (2012b). Schooling, educational achievement, and the Latin American growth puzzle. J. Development Economics 99 (2), 497–512. HANUSHEK, E., WOESSMANN, L., (2015). The Knowledge Capital of Nations. Education and the Economics of Growth. The MIT Press, Cambridge, MA. HECK, R., (2009). Teacher effectiveness and student achievement: Investigating a multilevel cross‐classified model. Journal of Educational Administration, 47 (2), 227-249. Heckman, J. J., Stixrud, J., & Urzua, S. (2006). The effects of cognitive and noncognitive abilities on labor market outcomes and social behavior. Journal of Labor Economics, 24(3), 411–482 JACKSON, K., JOHNSON, R., & PERSICO, C. (2017, November 02). Money Does Matter After All. Retrieved December 29, 2018, from https://www.educationnext.org/money-matter/ JAIN, C., & PRASAD, N. (2017). Quality in Education—Concept, Origin, and Approaches. Quality of Secondary Education in India, 9-16. doi:10.1007/978-981-10-4929-3_2 JAYA, P. (2016, December 08). Ong: Did ministry try to rig results for Pisa 2015 report? Retrieved January 4, 2019, from https://www.freemalaysiatoday.com/category/nation/2016/12/08/ong-did-ministry-try-to-rig-results-for-pisa-2015-report/ JERRIM, J. (2017, July 19). Why does Vietnam do so well in PISA? An example of why naive interpretation of international rankings is such a bad idea [Web log post]. Retrieved January 4, 2019, from https://ffteducationdatalab.org.uk/2017/07/why-does-vietnam-do-so-well-in-pisa-an-example-of-why-naive-interpretation-of-international-rankings-is-such-a-bad-idea/ KATTAN, R. B. (2017, August 5). The World Bank: Non-cognitive skills: What are they and why should we care? [Web log post]. Retrieved January 4, 2019, from http://blogs.worldbank.org/education/non-cognitive-skills-what-are-they-and-why-should-we-care LADD, H., & LOEB, S. (2013). The challenges of measuring school quality: Implications for educational equity. In D. Allen, & R. Reich (Eds), Education, Justice, and Democracy. Chicago, IL: University of Chicago Press. MINCER, J. (1974). Schooling, experience, and earnings. New York: National Bureau of Economic Research. MANKIW, G., DAVID R., & DAVID W., (1992). A Contribution to the Empirics of Economic Growth. Quarterly Journal of Economics, vol. 107: 407 - 438. MARTIN, M. O., MULLIS, I. V. S., & HOOPER, M. (Eds.). (2017). Methods and Procedures in PIRLS 2016. Retrieved from Boston College, TIMSS & PIRLS International Study Center MONTT, G. (2012). Pisa in Focus: Does Money Buy Strong Performance in PISA? PISA in Focus. doi:10.1787/5k9fhmfzc4xx-en MORTIMORE, P., & STONE, C. (1991). Measuring Educational Quality. British Journal of Educational Studies, 39(1), 69-82. doi:10.2307/3120871 MOY, P., & MURPHY, J. (2016). Problems and Prospects in Survey Research. Journalism & Mass Communication Quarterly, 93(1), 16-37. doi:10.1177/1077699016631108 MULLIS, I. V. (2012). PIRLS 2011: International results in reading. Chestnut Hill, MA: TIMSS & PIRLS International Study Center. MULLIS, I.V., Martin, M.O., Foy, P., & Arora, A. (2012). Chestnut Hill, MA: TIMSS & PIRLS International Study Center, Boston College National Institutes of Health. (2018, December 12). Brain Basics: Know Your Brain. Retrieved January 3, 2019, from https://www.ninds.nih.gov/Disorders/Patient-Caregiver-Education/Know-Your-Brain OECD (2012), Equity and Quality in Education: Supporting Disadvantaged Students and Schools, OECD Publishing. http://dx.doi.org/10.1787/9789264130852-en OECD. (2016). PISA 2015 Results (Volume II) Policies and Practices for Successful Schools. PISA, OECD Publishing, Paris. doi:10.1787/9789264267510-en OECD (2018), OECD Economic Outlook, Volume 2018 Issue 2. OECD Publishing, Paris, https://doi.org/10.1787/eco_outlook-v2018-2-en. OECD. (n.d.). Mexico - OECD Data. Retrieved December 31, 2018, from https://data.oecd.org/mexico.htm PIOPIUNIK, M., WIEDERHOLD, S., & HANUSHEK, E. (2018). The Value of Smarter Teachers: International Evidence on Teacher Cognitive Skills and Student Performance*. Journal of Human Resources. Retrieved January 2, 2019. RAO, N., SUN, J., WONG, JMS., WEEKES B.P., SHAEFFER, S., YOUNG, M., BRAY, M., CHEN, E., LEE, D. (2014), Early childhood development and cognitive development in developing countries: A rigorous literature review. Department for International Development. RIVKIN, S., HANUSHEK, E., & KAIN, J. F. (2005). Teachers, Schools, And Academic Achievement. Econometrica, 73(2), 417-458. SAMUELSON, P. A., & NORDHAUS, W. D. (2010). Economics. Boston: McGraw-Hill. SANDS, G., & ROY, A. (2017, January 04). Are the PISA Education Results Rigged? Retrieved January 4, 2019, from https://www.forbes.com/sites/realspin/2017/01/04/are-the-pisa-education-results-rigged/#2d8679631561 SEIDEL, T., & SHAVELSON, R.J. (2007), “Teaching effectiveness research in the past decade: the role of theory and research design in disentangling meta-analysis results”, Review of Educational Research, 77 (4), 454-499. SOLOW, R. (1956). A Contribution to the Theory of Economic Growth. The Quarterly Journal of Economics, 70(1), 65-94. The Global Goals for Sustainable Development. (n.d.). Goal 4: Quality Education. Retrieved December 31, 2018, from https://www.globalgoals.org/4-quality-educatio UNESCO. (2005). EFA global monitoring report: The quality imperative. Regional Overview. United Nations Educational, Scientific and Cultural Organization. UNICEF. (2000). Defining quality in education (Defining Quality in Education A paper presented by UNICEF at the meeting of The International Working Group on Education Florence, Italy June 2000). Retrieved from http://www.unicef.org/education/files/QualityEducation.PDF United Nations. (2015). Transforming Our World: The 2030 Agenda For Sustainable Development. New York: UN Publishing, Print. United Nations Development Programme. (n.d.). Goal 4: Quality education. Retrieved December 31, 2018, from http://www.undp.org/content/undp/en/home/sustainable-development-goals/goal-4-quality-education.html WATTS, A. (2017). International surveys TIMSS, PISA, PIRLS (pp. 1-5, Issue Brief No. 6920565690). Cambridge Assessment International Education. World Bank. (2014). STEP skills measurement surveys: innovative tools for assessing skills (English). Social protection and labor discussion paper. Washington, DC: World Bank World Bank. (2017, October 10). Skills Development. Retrieved from http://www.worldbank.org/en/topic/skillsdevelopment YIANNOUKA, S., & MOUHYI, Z. (2018, April 03). There is no one-size-fits-all school model: Developing a flexible and innovative education ecosystem. Retrieved December 28, 2018, from https://www.brookings.edu/blog/education-plus-development/2018/04/03/there-is-no-one-size-fits-all-school-model-developing-a-flexible-and-innovative-education-ecosystem/ ZEILEIS, A., (2017). pwt9: Penn World Table (Version 9.x). R package version 9.0-0.
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Primary Language English
Journal Section Makaleler
Authors

Hüseyin Atakan Keskin This is me 0000-0003-3171-7445

Mehmet Levent Yılmaz This is me 0000-0001-5326-4198

Publication Date January 1, 2020
Submission Date July 16, 2019
Published in Issue Year 2020 Volume: 12 Issue: 22

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APA Keskin, H. A., & Yılmaz, M. L. (2020). THE ROLE OF COGNITIVE SKILLS ACCUMULATION ON EDUCATIONAL QUALITY AND ECONOMIC GROWTH. Finansal Araştırmalar Ve Çalışmalar Dergisi, 12(22), 169-179. https://doi.org/10.14784/marufacd.688318