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Mind the gap: What explains Malaysia’s underperformance in Pisa?

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  • Perera, Liyanage Devangi H.
  • Asadullah, M. Niaz

Abstract

East Asia’s phenomenal economic rise has been attributed to its early investment in human capital. While countries such as South Korea and Singapore dominate in international student assessments, other countries from the region (e.g. Malaysia) lag far behind despite heavy spending in education. This paper assesses student performance in mathematics, science and reading in Malaysia vis-à-vis Korea and Singapore by examining the relative contribution of individual, family background, school, teacher and institutional factors in explaining between-country test score differences. Oaxaca-Blinder decomposition analysis is performed using data from the 2012 round of Programme for International Student Assessment (PISA) to determine how much of the between-country test scores gap can be explained by observed family and school specific characteristics. Our results demonstrate that while socio-economic and school specific factors matter, more than half of the achievement gap between the two high performers and Malaysia remains unexplained even after accounting for the contribution of those factors. We conclude by highlighting policy, institution and culture related explanations for this unexplained gap.

Suggested Citation

  • Perera, Liyanage Devangi H. & Asadullah, M. Niaz, 2019. "Mind the gap: What explains Malaysia’s underperformance in Pisa?," International Journal of Educational Development, Elsevier, vol. 65(C), pages 254-263.
  • Handle: RePEc:eee:injoed:v:65:y:2019:i:c:p:254-263
    DOI: 10.1016/j.ijedudev.2018.08.010
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    as
    1. Eric Hanushek & Ludger Woessmann, 2012. "Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation," Journal of Economic Growth, Springer, vol. 17(4), pages 267-321, December.
    2. Gundlach, Erich & Wo[beta]mann, Ludger, 2001. "The fading productivity of schooling in East Asia," Journal of Asian Economics, Elsevier, vol. 12(3), pages 401-417.
    3. Hanushek, Eric A. & Woessmann, Ludger, 2011. "The Economics of International Differences in Educational Achievement," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 2, pages 89-200, Elsevier.
    4. Andreas Ammermueller, 2008. "PISA: What makes the difference?," Studies in Empirical Economics, in: Christian Dustmann & Bernd Fitzenberger & Stephen Machin (ed.), The Economics of Education and Training, pages 241-265, Springer.
    5. Tramonte, Lucia & Willms, J. Douglas, 2010. "Cultural capital and its effects on education outcomes," Economics of Education Review, Elsevier, vol. 29(2), pages 200-213, April.
    6. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    7. Alina Botezat & Ruben R. Seiberlich, 2013. "Educational performance gaps in Eastern Europe," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 21(4), pages 731-756, October.
    8. Ammermuller, Andreas & Heijke, Hans & Wo[ss]mann, Ludger, 2005. "Schooling quality in Eastern Europe: Educational production during transition," Economics of Education Review, Elsevier, vol. 24(5), pages 579-599, October.
    9. Glewwe, Paul (ed.), 2013. "Education Policy in Developing Countries," University of Chicago Press Economics Books, University of Chicago Press, number 9780226078687, April.
    10. Hanushek, Eric A. & Link, Susanne & Woessmann, Ludger, 2013. "Does school autonomy make sense everywhere? Panel estimates from PISA," Journal of Development Economics, Elsevier, vol. 104(C), pages 212-232.
    11. Mendez, Ildefonso, 2015. "The effect of the intergenerational transmission of noncognitive skills on student performance," Economics of Education Review, Elsevier, vol. 46(C), pages 78-97.
    12. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    13. M. Niaz Asadullah, 2005. "The effect of class size on student achievement: evidence from Bangladesh," Applied Economics Letters, Taylor & Francis Journals, vol. 12(4), pages 217-221.
    14. Eric A. Hanushek & Ludger Woessmann, 2011. "How much do educational outcomes matter in OECD countries? [‘Accountability and flexibility in public schools: Evidence from Boston’s charters and pilots’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(67), pages 427-491.
    15. Ben Jann, 2008. "A Stata implementation of the Blinder-Oaxaca decomposition," ETH Zurich Sociology Working Papers 5, ETH Zurich, Chair of Sociology, revised 14 May 2008.
    16. Oecd, 2011. "Does Investing in After-School Classes Pay Off?," PISA in Focus 3, OECD Publishing.
    17. Bouhlila, Donia Smaali, 2015. "The Heyneman–Loxley effect revisited in the Middle East and North Africa: Analysis using TIMSS 2007 database," International Journal of Educational Development, Elsevier, vol. 42(C), pages 85-95.
    18. Randall S. Jones, 2013. "Education Reform in Korea," OECD Economics Department Working Papers 1067, OECD Publishing.
    19. Gundlach, Erich & Wößmann, Ludger, 2004. "Family background, schooling resources, and institutional features: What determines student performance in East Asian countries?," Munich Reprints in Economics 20450, University of Munich, Department of Economics.
    20. McMahon, Walter W., 1998. "Education and Growth in East Asia," Economics of Education Review, Elsevier, vol. 17(2), pages 159-172, April.
    21. Eric A. Hanushek, "undated". "The Evidence on Class Size," Wallis Working Papers WP10, University of Rochester - Wallis Institute of Political Economy.
    22. Hahn, Youjin & Wang, Liang Choon & Yang, Hee-Seung, 2018. "Does greater school autonomy make a difference? Evidence from a randomized natural experiment in South Korea," Journal of Public Economics, Elsevier, vol. 161(C), pages 15-30.
    23. Patrick Mcewan & Jeffery Marshall, 2004. "Why does academic achievement vary across countries? Evidence from Cuba and Mexico," Education Economics, Taylor & Francis Journals, vol. 12(3), pages 205-217.
    24. Theodore R. Breton, 2017. "National Culture, Families, or Education Policies: What Determines National Test Scores?," Documentos de Trabajo de Valor Público 15670, Universidad EAFIT.
    25. Martins, Lurdes & Veiga, Paula, 2010. "Do inequalities in parents' education play an important role in PISA students' mathematics achievement test score disparities?," Economics of Education Review, Elsevier, vol. 29(6), pages 1016-1033, December.
    26. Veruska Oppedisano & Gilberto Turati, 2015. "What are the causes of educational inequality and of its evolution over time in Europe? Evidence from PISA," Education Economics, Taylor & Francis Journals, vol. 23(1), pages 3-24, February.
    27. Deockhyun Ryu & Changhui Kang, 2013. "Do Private Tutoring Expenditures Raise Academic Performance? Evidence from Middle School Students in South Korea," Asian Economic Journal, East Asian Economic Association, vol. 27(1), pages 59-83, March.
    28. Hanushek, Eric A., 2013. "Economic growth in developing countries: The role of human capital," Economics of Education Review, Elsevier, vol. 37(C), pages 204-212.
    29. Eric A. Hanushek, 2003. "The Failure of Input-Based Schooling Policies," Economic Journal, Royal Economic Society, vol. 113(485), pages 64-98, February.
    30. Marlaine E. Lockheed & Tijana Prokic-Breuer & Anna Shadrova, 2015. "The Experience of Middle-Income Countries Participating in PISA 2000-2015," World Bank Publications - Books, The World Bank Group, number 23250.
    31. Christian Dustmann & Bernd Fitzenberger & Stephen Machin (ed.), 2008. "The Economics of Education and Training," Studies in Empirical Economics, Springer, number 978-3-7908-2022-5, September.
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    2. María Artemisa Sangermán Jiménez & Pedro Ponce, 2021. "Differentiated Teaching Based on Standardized Metrics Integrating Fuzzy Logic Type 2 Detection Theory: High School Case—PrepaTec, Mexico," Future Internet, MDPI, vol. 13(4), pages 1-19, April.
    3. Liu, Ji & Steiner-Khamsi, Gita, 2020. "Human Capital Index and the hidden penalty for non-participation in ILSAs," International Journal of Educational Development, Elsevier, vol. 73(C).

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    More about this item

    Keywords

    PISA; Oaxaca-Blinder decomposition; Malaysia; South Korea; Singapore; East Asia;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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