[go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/p/wbk/wbrwps/8622.html
   My bibliography  Save this paper

Inequality of Opportunity in Education: Accounting for the Contributions of Sibs, Schools and Sorting across East Africa

Author

Listed:
  • Anand,Paul
  • Behrman,Jere R.
  • Dang,Hai-Anh H.
  • Jones,Sam
Abstract
Inequalities in the opportunity to obtain a good education in low-income countries are widely understood to be related to household resources and schooling quality. Yet, to date, most researchers have investigated the contributions of these two factors separately. This paper considers them jointly, paying special attention to their covariation, which indicates whether schools exacerbate or compensate for existing household-based inequalities. The paper develops a new variance decomposition framework and applies it to data on more than one million children in three low-income East African countries. The empirical results show that although household factors account for a significant share of total test score variation, variation in school quality and positive sorting between households and schools are, together, no less important. The analysis also finds evidence of substantial geographical heterogeneity in schooling quality. The paper concludes that promoting equity in education in East Africa requires policies that go beyond raising average school quality and should attend to the distribution of school quality as well as assortative matching between households and schools.

Suggested Citation

  • Anand,Paul & Behrman,Jere R. & Dang,Hai-Anh H. & Jones,Sam, 2018. "Inequality of Opportunity in Education: Accounting for the Contributions of Sibs, Schools and Sorting across East Africa," Policy Research Working Paper Series 8622, The World Bank.
    • Handle: RePEc:wbk:wbrwps:8622
    as

    Download full text from publisher

    File URL: http://documents.worldbank.org/curated/en/476691540477524842/pdf/WPS8622.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Steven G. Rivkin & Eric A. Hanushek & John F. Kain, 2005. "Teachers, Schools, and Academic Achievement," Econometrica, Econometric Society, vol. 73(2), pages 417-458, March.
    2. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, June.
    3. Jere R. Behrman & Alejandro Gaviria & Miguel Székely, 2001. "Intergenerational Mobility in Latin America," ECONOMIA JOURNAL OF THE LATIN AMERICAN AND CARIBBEAN ECONOMIC ASSOCIATION, ECONOMIA JOURNAL OF THE LATIN AMERICAN AND CARIBBEAN ECONOMIC ASSOCIATION, vol. 0(Fall 2001), pages 1-44, August.
    4. Sam Jones & Youdi Schipper & Sara Ruto & Rakesh Rajani, 2014. "Can Your Child Read and Count? Measuring Learning Outcomes in East Africa," Journal of African Economies, Centre for the Study of African Economies, vol. 23(5), pages 643-672.
    5. Paulo Guimarães & Pedro Portugal, 2010. "A simple feasible procedure to fit models with high-dimensional fixed effects," Stata Journal, StataCorp LP, vol. 10(4), pages 628-649, December.
    6. Miles Corak, 2013. "Income Inequality, Equality of Opportunity, and Intergenerational Mobility," Journal of Economic Perspectives, American Economic Association, vol. 27(3), pages 79-102, Summer.
    7. Lant Pritchett & Martina Viarengo, 2015. "Does public sector control reduce variance in school quality?," Education Economics, Taylor & Francis Journals, vol. 23(5), pages 557-576, October.
    8. Gaure, Simen, 2014. "Practical Correlation Bias Correction in Two-way Fixed Effects Linear Regression," Memorandum 21/2014, Oslo University, Department of Economics.
    9. Mittag, Nikolas, 2012. "New methods to estimate models with large sets of fixed effects with an application to matched employer-employee data from Germany," FDZ Methodenreport 201201_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    10. repec:hal:pseose:halshs-01030825 is not listed on IDEAS
    11. Erik Hanushek & F. Welch (ed.), 2006. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 1, number 1, June.
    12. Sass, Tim R. & Hannaway, Jane & Xu, Zeyu & Figlio, David N. & Feng, Li, 2012. "Value added of teachers in high-poverty schools and lower poverty schools," Journal of Urban Economics, Elsevier, vol. 72(2), pages 104-122.
    13. Glewwe, P. & Muralidharan, K., 2016. "Improving Education Outcomes in Developing Countries," Handbook of the Economics of Education,, Elsevier.
    14. Richard B. Freeman & Martina Viarengo, 2014. "School and family effects on educational outcomes across countries [Teaching practices and social capital]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 29(79), pages 395-446.
    15. Francisco H. G. Ferreira & Jérémie Gignoux, 2014. "The Measurement of Educational Inequality: Achievement and Opportunity," The World Bank Economic Review, World Bank, vol. 28(2), pages 210-246.
    16. Bhashkar Mazumder, 2008. "Sibling similarities and economic inequality in the US," Journal of Population Economics, Springer;European Society for Population Economics, vol. 21(3), pages 685-701, July.
    17. Eric A. Hanushek & Ludger Wössmann, 2006. "Does Educational Tracking Affect Performance and Inequality? Differences- in-Differences Evidence Across Countries," Economic Journal, Royal Economic Society, vol. 116(510), pages 63-76, March.
    18. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent, 2008. "Spatial wage disparities: Sorting matters!," Journal of Urban Economics, Elsevier, vol. 63(2), pages 723-742, March.
    19. Azam, Mehtabul & Kingdon, Geeta Gandhi, 2015. "Assessing teacher quality in India," Journal of Development Economics, Elsevier, vol. 117(C), pages 74-83.
    20. Sen, Amartya, 1985. "A Sociological Approach to the Measurement of Poverty: A Reply [Poor, Relatively Speaking]," Oxford Economic Papers, Oxford University Press, vol. 37(4), pages 669-676, December.
    21. Koedel, Cory & Mihaly, Kata & Rockoff, Jonah E., 2015. "Value-added modeling: A review," Economics of Education Review, Elsevier, vol. 47(C), pages 180-195.
    22. Gabriela Schütz & Heinrich W. Ursprung & Ludger Wößmann, 2008. "Education Policy and Equality of Opportunity," Kyklos, Wiley Blackwell, vol. 61(2), pages 279-308, May.
    23. Jere R. Behrman & Mark R. Rosenzweig, 2004. "Returns to Birthweight," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 586-601, May.
    24. M. J. Andrews & L. Gill & T. Schank & R. Upward, 2008. "High wage workers and low wage firms: negative assortative matching or limited mobility bias?," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 171(3), pages 673-697, June.
    25. Amartya Sen, 2002. "Why health equity?," Health Economics, John Wiley & Sons, Ltd., vol. 11(8), pages 659-666, December.
    26. repec:iab:iabfme:201201(en is not listed on IDEAS
    27. Erik Hanushek & F. Welch (ed.), 2006. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 2, number 2, June.
    28. Jere R. Behrman & Alejandro Gaviria & Miguel Székely, 2001. "Intergenerational Mobility in Latin America," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Fall 2001), pages 1-44, August.
    29. Behrman, Jere R & Rosenzweig, Mark R & Taubman, Paul, 1994. "Endowments and the Allocation of Schooling in the Family and in the Marriage Market: The Twins Experiment," Journal of Political Economy, University of Chicago Press, vol. 102(6), pages 1131-1174, December.
    30. Behrman, Jere R & Birdsall, Nancy, 1983. "The Quality of Schooling: Quantity Alone is Misleading," American Economic Review, American Economic Association, vol. 73(5), pages 928-946, December.
    31. Sandefur, Justin, 2018. "Internationally comparable mathematics scores for fourteen african countries," Economics of Education Review, Elsevier, vol. 62(C), pages 267-286.
    32. Davidoff, Thomas, 2005. "Income sorting: Measurement and decomposition," Journal of Urban Economics, Elsevier, vol. 58(2), pages 289-303, September.
    33. Oddbjørn Raaum & Kjell G. Salvanes & Erik O. Sørensen, 2006. "The Neighbourhood is Not What it Used to be," Economic Journal, Royal Economic Society, vol. 116(508), pages 200-222, January.
    34. Cheti Nicoletti & Birgitta Rabe, 2013. "Inequality in Pupils' Test Scores: How Much do Family, Sibling Type and Neighbourhood Matter?," Economica, London School of Economics and Political Science, vol. 80(318), pages 197-218, April.
    35. C. Kirabo Jackson, 2009. "Student Demographics, Teacher Sorting, and Teacher Quality: Evidence from the End of School Desegregation," Journal of Labor Economics, University of Chicago Press, vol. 27(2), pages 213-256, April.
    36. Hai-Anh H. Dang & Paul W. Glewwe, 2018. "Well Begun, but Aiming Higher: A Review of Vietnam’s Education Trends in the past 20 Years and Emerging Challenges," Journal of Development Studies, Taylor & Francis Journals, vol. 54(7), pages 1171-1195, July.
    37. John M. Abowd & Robert H. Creecy & Francis Kramarz, 2002. "Computing Person and Firm Effects Using Linked Longitudinal Employer-Employee Data," Longitudinal Employer-Household Dynamics Technical Papers 2002-06, Center for Economic Studies, U.S. Census Bureau.
    38. Walsh, Patrick, 2009. "Effects of school choice on the margin: The cream is already skimmed," Economics of Education Review, Elsevier, vol. 28(2), pages 227-236, April.
    39. Cristian Pop-Eleches & Miguel Urquiola, 2013. "Going to a Better School: Effects and Behavioral Responses," American Economic Review, American Economic Association, vol. 103(4), pages 1289-1324, June.
    40. Pedro Carneiro, 2008. "Equality of opportunity and educational achievement in Portugal," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 7(1), pages 17-41, April.
    41. Stephen Gibbons & Henry G. Overman & Panu Pelkonen, 2014. "Area Disparities in Britain: Understanding the Contribution of People vs. Place Through Variance Decompositions," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(5), pages 745-763, October.
    42. Eric A. Hanushek & Steven G. Rivkin, 2012. "The Distribution of Teacher Quality and Implications for Policy," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 131-157, July.
    43. Dahan, Momi & Gaviria, Alejandro, 2001. "Sibling Correlations and Intergenerational Mobility in Latin America," Economic Development and Cultural Change, University of Chicago Press, vol. 49(3), pages 537-554, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Adeleke, Olaitan & McSharry, Patrick E., 2022. "Female enrollment, child mortality and corruption are good predictors of a country’s UN Education Index," International Journal of Educational Development, Elsevier, vol. 90(C).
    2. Akmal, Maryam & Pritchett, Lant, 2021. "Learning equity requires more than equality: Learning goals and achievement gaps between the rich and the poor in five developing countries⋆," International Journal of Educational Development, Elsevier, vol. 82(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Paul Anand & Jere R. Behrman & Hai-Anh H. Dang & Sam Jones, 2019. "Does sorting matter for learning inequality?Evidence from East Africa," PIER Working Paper Archive 20-006, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    2. Paul Anand & Jere R Behrman & Hai-Anh H Dang & Sam Jones, 2022. "Decomposing Learning Inequalities in East Africa: How Much Does Sorting Matter?," The World Bank Economic Review, World Bank, vol. 36(1), pages 219-243.
    3. Jens Ruhose, 2015. "Microeconometric Analyses on Economic Consequences of Selective Migration," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 61.
    4. Marc Piopiunik, 2011. "Microeconometric Analyses of Education Production in Germany," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 40.
    5. Jordi Caballé, 2016. "Intergenerational mobility: measurement and the role of borrowing constraints and inherited tastes," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 7(4), pages 393-420, November.
    6. Guido Neidhöfer, 2019. "Intergenerational mobility and the rise and fall of inequality: Lessons from Latin America," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 17(4), pages 499-520, December.
    7. Ralph Hippe & Luisa De Sousa Lobo Borges de Araujo & Patricia Dinis Mota da Costa, 2016. "Equity in Education in Europe," JRC Research Reports JRC104595, Joint Research Centre.
    8. Dhushyanth Raju, 2017. "Public School Teacher Management in Sri Lanka," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 18(1), pages 39-63, March.
    9. Richard Murphy & Felix Weinhardt, 2020. "Top of the Class: The Importance of Ordinal Rank," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(6), pages 2777-2826.
    10. M. Caridad Araujo & Pedro Carneiro & Yyannú Cruz-Aguayo & Norbert Schady, 2016. "Teacher Quality and Learning Outcomes in Kindergarten," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1415-1453.
    11. Emran, M. Shahe & Shilpi, Forhad, 2015. "Gender, Geography, and Generations: Intergenerational Educational Mobility in Post-Reform India," World Development, Elsevier, vol. 72(C), pages 362-380.
    12. Elisabeth Bügelmayer & Daniel D. Schnitzlein, 2018. "Is it the family or the neighborhood? Evidence from sibling and neighbor correlations in youth education and health," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 16(3), pages 369-388, September.
    13. Silke Anger & Daniel D. Schnitzlein, 2017. "Cognitive skills, non-cognitive skills, and family background: evidence from sibling correlations," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(2), pages 591-620, April.
    14. Eric A. Hanushek & Marc Piopiunik & Simon Wiederhold, 2019. "The Value of Smarter Teachers: International Evidence on Teacher Cognitive Skills and Student Performance," Journal of Human Resources, University of Wisconsin Press, vol. 54(4), pages 857-899.
    15. Eric A. Hanushek & Marc Piopiunik & Simon Wiederhold, 2014. "International Evidence on Teacher Cognitive Skills and Student Performance," CID Working Papers 63, Center for International Development at Harvard University.
    16. Heather Antecol & Ozkan Eren & Serkan Ozbeklik, 2016. "Peer Effects in Disadvantaged Primary Schools: Evidence from a Randomized Experiment," Journal of Human Resources, University of Wisconsin Press, vol. 51(1), pages 95-132.
    17. Marchionni, Mariana & Pinto, Florencia & Vazquez, Emmanuel, 2013. "Determinantes de la desigualdad en el desempeño educativo en la Argentina [Determinants of the inequality in PISA test scores in Argentina]," MPRA Paper 56421, University Library of Munich, Germany.
    18. Lisa Grazzini, 2016. "The Importance of the Quality of Education: Some Determinants and its Effects on Earning Returns and Economic Growth," ECONOMIA PUBBLICA, FrancoAngeli Editore, vol. 2016(2), pages 43-82.
    19. Marchionni, Mariana & Vazquez, Emmanuel & Pinto, Florencia, 2012. "Desigualdad educativa en la Argentina. Análisis en base a los datos PISA 2009 [Education Inequality in Argentina. An analysis based on PISA 2009 data]," MPRA Paper 56420, University Library of Munich, Germany.
    20. Daniel Santín & Gabriela Sicilia, 2018. "Using DEA for measuring teachers’ performance and the impact on students’ outcomes: evidence for Spain," Journal of Productivity Analysis, Springer, vol. 49(1), pages 1-15, February.

    More about this item

    JEL classification:

    • D6 - Microeconomics - - Welfare Economics
    • H0 - Public Economics - - General
    • I2 - Health, Education, and Welfare - - Education
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wbk:wbrwps:8622. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Roula I. Yazigi (email available below). General contact details of provider: https://edirc.repec.org/data/dvewbus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.