No AccessEducationFeb 2022
Inequalities in learning opportunities arise from both household- and school-related factors. Although these factors are unlikely to be independent, few studies have considered the extent to which sorting between schools and households might aggravate educational inequalities. To fill this gap, this article presents a novel variance decomposition, which is then applied to data from over one million children from East Africa. Results indicate that sorting accounts for around 8 percent of the test-score variance, similar in magnitude to the contribution of differences in school quality. Empirical simulations of steady-state educational inequalities reveal that policies to mitigate sorting could substantially reduce educational inequalities over the long run.
References
- 2002. “Computing Person and Firm Effects Using Linked Longitudinal Employer-Employee Data.” Longitudinal Employer-Household Dynamics Technical Papers 2002-06, Center for Economic Studies, US Census Bureau, Washington, DC, USA. Google Scholar .
- 2018. “Estimating Group Effects Using Averages of Observables to Control for Sorting on Unobservables: School and Neighborhood Effects.” American Economic Review 108 (10): 2902—46. CrossrefGoogle Scholar .
- 2008. “High Wage Workers and Low Wage Firms: Negative Assortative Matching or Limited Mobility Bias?” Journal of the Royal Statistical Society: Series A (Statistics in Society) 171 (3): 673—97. CrossrefGoogle Scholar .
- 2017. “Cognitive Skills, Non-Cognitive Skills, and Family Background: Evidence from Sibling Correlations.” Journal of Population Economics 30 (2): 591—620. CrossrefGoogle Scholar .
- 2016. “Intergenerational Education Mobility in Africa: Has Progress Been Inclusive?”. Policy Research Working Paper 7843, World Bank, Washington, DC, USA. Google Scholar .
- 2010. lme4: Mixed-Effects Modeling with R. New York: Springer. Google Scholar
- 2020. “Teacher Value Added in a Low-Income Country.” American Economic Journal: Economic Policy 12 (1): 62—96. CrossrefGoogle Scholar .
- 2011. “Migration and Economic Mobility in Tanzania: Evidence from a Tracking Survey.” Review of Economics and Statistics 93 (3): 1010—33. CrossrefGoogle Scholar .
- 2020. “Social Mobility and Human Capital in Low- and Middle-Income Countries.” In Social Mobility in Developing Countries: Concepts, Methods, and Determinants, edited by IversenA.K.V.SenK.. Oxford: Oxford University Press. Google Scholar
- 1993. “Workings of a City: Location, Education, and Production.” Quarterly Journal of Economics 108 (3): 619—52. CrossrefGoogle Scholar
- 2011. “Education and Family Background: Mechanisms and Policies.” In Handbook of the Economics of Education, edited by HanushekE.MachinS.WößmannL., Volume 3, Chapter 3, 201—47. Amsterdam: Elsevier. Google Scholar .
- 2017. “Early Childhood Development Coming of Age: Science through the Life Course.” Lancet 389 (10064): 77—90. CrossrefGoogle Scholar .
- 2013. “The Evolution of the Black-White Test Score Gap in Grades K–3: The Fragility of Results.” Review of Economics and Statistics 95 (5): 1468—79. CrossrefGoogle Scholar .
- 2020. “How Much Should We Trust Estimates of Firm Effects and Worker Sorting?” NBER Working Paper 27368, National Bureau of Economic Research, Cambridge, MA, USA. Google Scholar .
- 2018. “Teacher Effectiveness in Africa.” Working Paper S-89238-UGA-1, International Growth Center, London, UK. Google Scholar .
- 2008. “Equality of Opportunity and Educational Achievement in Portugal.” Portuguese Economic Journal 7 (1): 17—41. CrossrefGoogle Scholar
- 2001. “The Variance as a Subgroup Decomposable Measure of Inequality.” Social Indicators Research 53 (1): 79—95. CrossrefGoogle Scholar
- 2018. “The Impacts of Neighborhoods on Intergenerational Mobility I: Childhood Exposure Effects.” Quarterly Journal of Economics 133 (3): 1107—62. CrossrefGoogle Scholar .
- 2016. “The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment.” American Economic Review 106 (4): 855—902. CrossrefGoogle Scholar .
- 2011. “Teacher Mobility, School Segregation, and Pay-Based Policies to Level the Playing Field.” Education Finance and Policy 6 (3): 399—438. CrossrefGoogle Scholar .
- 1966. Equality of Educational Opportunity. US Department of Health, Education, and Welfare, Office of Education, Washington DC, USA. Google Scholar
- 2017. “reghdfe: Stata Module for Linear and Instrumental-Variable/GMM Regression Absorbing Multiple Levels of Fixed Effects.” Technical Report Statistical Software Components s457874, Boston College Department of Economics, Boston, USA. Google Scholar
- 2001. “Sibling Correlations and Intergenerational Mobility in Latin America.” Economic Development and Cultural Change 49 (3): 537—54. CrossrefGoogle Scholar .
- 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 54 (7): 1171—95. CrossrefGoogle Scholar .
- 2013. “School Inputs, Household Substitution, and Test Scores.” American Economic Journal: Applied Economics 5 (2): 29—57. CrossrefGoogle Scholar .
- 2015. “Gender, Geography, and Generations: Intergenerational Educational Mobility in Post-Reform India.” World Development 72: 362—80. CrossrefGoogle Scholar .
- 2003. “Sorting, Education, and Inequality.” In Advances in Economics and Econometrics: Theory and Applications, Eighth World Congress, edited by DewatripontM.HansenL.P.TurnovskyS.J., Chapter 1, 1—40. Cambridge: Cambridge University Press. CrossrefGoogle Scholar
- 2001. “Sorting and Long-Run Inequality.” Quarterly Journal of Economics 116 (4): 1305—41. CrossrefGoogle Scholar .
- 2014. “The Measurement of Educational Inequality: Achievement and Opportunity.” World Bank Economic Review 28 (2): 210—46. LinkGoogle Scholar .
- 2014. “School and Family Effects on Educational Outcomes across Countries.” Economic Policy 29 (79): 395—446. CrossrefGoogle Scholar .
- 2007. “Sorting and Inequality in Canadian Schools.” Journal of Public Economics 91 (11–12): 2185—212. CrossrefGoogle Scholar .
- 2010. “Sorting, Peers, and Achievement of Aboriginal Students in British Columbia.” Canadian Journal of Economics/Revue canadienne d’économique 43 (4): 1273—301. CrossrefGoogle Scholar .
- 2004. “Understanding the Black-White Test Score Gap in the First Two Years of School.” Review of Economics and Statistics 86 (2): 447—64. CrossrefGoogle Scholar .
- 2007. “Equality of Educational Opportunity: A 40 Year Retrospective.” In International Studies in Educational Inequality, Theory and Policy, edited by TeeseR.LambS.Duru-BellatM.HelmeS., 23—47. Springer Netherlands. CrossrefGoogle Scholar .
- 2017. “Do Schools Reinforce or Reduce Learning Gaps between Advantaged and Disadvantaged Students? Evidence from Vietnam and Peru.” Economic Development and Cultural Change 65 (4): 699—739. CrossrefGoogle Scholar .
- 2005. “The Market for Teacher Quality.” NBER Working Papers 11154, National Bureau of Economic Research, Cambridge, MA, USA. Google Scholar .
- 2012. “The Distribution of Teacher Quality and Implications for Policy.” Annual Review of Economics 4 (1): 131—57. CrossrefGoogle Scholar .
- 2007. “The Complementarity of Tiebout and Alonso.” Journal of Housing Economics 16 (2): 243—61. CrossrefGoogle Scholar .
- 2007. “The Inheritance of Educational Inequality: International Comparisons and Fifty-Year Trends.” BE Journal of Economic Analysis & Policy 7 (2): Article 10. Google Scholar .
- 2016. “Temperature Changes, Household Consumption, and Internal Migration: Evidence from Tanzania.” American Journal of Agricultural Economics 98 (4): 1230—49. CrossrefGoogle Scholar
- 2009. “Professor Qualities and Student Achievement.” Review of Economics and Statistics 91 (1): 83—92. CrossrefGoogle Scholar .
- 2006. “The Effects of Generalized School Choice on Achievement and Stratification: Evidence from Chile’s Voucher Program.” Journal of Public Economics 90 (8): 1477—503. CrossrefGoogle Scholar .
- 2009. “Student Demographics, Teacher Sorting, and Teacher Quality: Evidence from the End of School Desegregation.” Journal of Labor Economics 27 (2): 213—56. CrossrefGoogle Scholar
- 2013. “Match Quality, Worker Productivity, and Worker Mobility: Direct Evidence from Teachers.” Review of Economics and Statistics 95 (4): 1096—1116. CrossrefGoogle Scholar
- 2019. “Fixed-Effect Regressions on Network Data.” Econometrica 87 (5): 1543—60. CrossrefGoogle Scholar .
- 2014. “Can Your Child Read and Count? Measuring Learning Outcomes in East Africa.” Journal of African Economies 23 (5): 643—672. CrossrefGoogle Scholar .
- 2015. “Value-Added Modeling: A Review.” Economics of Education Review 47: 180—95. CrossrefGoogle Scholar .
- 1997. “How Much Does Sorting Increase Inequality?” Quarterly Journal of Economics 112 (1): 115—39. CrossrefGoogle Scholar
- 2011. “A Comparison of Family and Neighborhood Effects on Grades, Test Scores, Educational Attainment and Income – Evidence from Sweden.” Journal of Economic Inequality 9 (2): 207—26. CrossrefGoogle Scholar
- 2007. “Convergence of a Kind: Educational Attainment and Intergenerational Social Mobility in South Africa.” South African Journal of Economics 75 (3): 548—71. CrossrefGoogle Scholar .
- 2020. “Inequalities in Early Childhood Care and Development in Low/Middle-Income Countries: 2010–2018.” BMJ Global Health 5 (2): e002314. CrossrefGoogle Scholar .
- 2015. “Teacher Quality and Student Inequality.” Journal of Labor Economics 33 (3): 751—88. CrossrefGoogle Scholar
- 2008. “Sibling Similarities and Economic Inequality in the US.” Journal of Population Economics 21 (3): 685—701. CrossrefGoogle Scholar
- 2011. “Family and Community Influences on Health and Socioeconomic Status: Sibling Correlations over the Life Course.” B.E. Journal of Economic Analysis & Policy 11 (3): Article 1. CrossrefGoogle Scholar
- 2009. “The Intertemporal Variability of Teacher Effect Estimates.” Education Finance and Policy 4 (4): 572—606. CrossrefGoogle Scholar .
- 2004. “The Indigenous Test Score Gap in Bolivia and Chile.” Economic Development and Cultural Change 53 (1): 157—90. CrossrefGoogle Scholar
- 2007. “The Achievement of Indigenous Students in Guatemalan Primary Schools.” International Journal of Educational Development 27 (1): 61—76. CrossrefGoogle Scholar .
- 2002. “The BLUPs Are Not “Best” When It Comes to Bootstrapping.” Statistics & Probability Letters 56 (4): 425—30. CrossrefGoogle Scholar
- 2006. “Income and Peer Quality Sorting in Public and Private Schools.” In Handbook of the Economics of Education, edited by HanushekE.A.WelchF., Volume 2, Chapter 22, pages 1327—68. Amsterdam: Elsevier. Google Scholar
- 1981. “Biases in Dynamic Models with Fixed Effects.” Econometrica 49 (6): 1417—26. CrossrefGoogle Scholar
- 2013. “Inequality in Pupils’ Test Scores: How Much Do Family, Sibling Type and Neighbourhood Matter?” Economica 80 (318): 197—218. CrossrefGoogle Scholar .
OECD. 2018. Effective Teacher Policies. Organization for Economic Cooperation and Development. Paris: OECD. CrossrefGoogle Scholar- 2003. “The Long-Run Consequences of Living in a Poor Neighborhood.” Quarterly Journal of Economics 118 (4): 1533—75. CrossrefGoogle Scholar
- 2013. “Going to a Better School: Effects and Behavioral Responses.” American Economic Review 103 (4): 1289—1324. CrossrefGoogle Scholar .
- 2013. The Rebirth of Education: Schooling Ain’t Learning. Washington, DC: Center for Global Development. Google Scholar
- 2015. “Does Public Sector Control Reduce Variance in School Quality?” Education Economics 23 (5): 557—76. CrossrefGoogle Scholar .
- 2006. “The Neighbourhood Is Not What It Used to Be.” Economic Journal 116 (508): 200—22. CrossrefGoogle Scholar .
- 2007. Education and Poverty: A Critical Review of Theory, Policy and Practice. York, UK: Joseph Rowntree Foundation. Google Scholar .
- 2000. The International Handbook of School Effectiveness Research. London: Routledge. Google Scholar .
- 2017. “Investing in the Foundation of Sustainable Development: Pathways to Scale Up for Early Childhood Development.” Lancet 389 (10064): 103—18. CrossrefGoogle Scholar .
- 1996. Theories of Distributive Justice. Cambridge MA: Harvard University Press. Google Scholar
- 2012. “Value Added of Teachers in High-Poverty Schools and Lower Poverty Schools.” Journal of Urban Economics 72 (2): 104—22. CrossrefGoogle Scholar .
- 1982. “Inequality Decomposition by Factor Components.” Econometrica 50 (1): 193—211. CrossrefGoogle Scholar
- 2000. “Correlations between Neighboring Children in Their Subsequent Educational Attainment.” Review of Economics and Statistics 82 (3): 383—92. CrossrefGoogle Scholar .
- 1999. “Why Not Routinely Use Best Linear Unbiased Predictors (BLUPs) as Estimates of Cholesterol, Per Cent Fat from Kcal and Physical Activity?” Statistics in Medicine 18 (21): 2943—59. CrossrefGoogle Scholar .
- 2018. “Inequality in Education Outcomes: The Role of Sorting among Students, Teachers, and Schools.” Unpublished manuscript, Lund University. https://ekstern.filer.uib.no/svf/Econ%20web/Petra%20Thiemann_teacher-sorting-2018-10-16.pdf. Google Scholar
- 2003. “On the Specification and Estimation of the Production Function for Cognitive Achievement.” Economic Journal 113 (485): F3—F33. CrossrefGoogle Scholar .
- 2016. “Beyond Traditional School Value-Added Models: A Multilevel Analysis of Complex School Effects in Chile.” School Effectiveness and School Improvement 27 (3): 293—314. CrossrefGoogle Scholar .
Uwezo. 2012. “Are Our Children Learning? Literacy and Numeracy across East Africa.” Technical report, Uwezo, Dar Es Salaam, Tanzania. Google Scholar- 2009. “Effects of School Choice on the Margin: The Cream Is Already Skimmed.” Economics of Education Review 28 (2): 227—36. CrossrefGoogle Scholar
- 2012. “The Power of Circumstance: A New Approach to Measuring Education Inequality.” Center for Universal Education Working Paper 5, Brookings Institute, Washington DC, USA. Google Scholar
- 2019. “When Students Don’t Care: Reexamining International Differences in Achievement and Student Effort.” Journal of Human Capital 13 (4): 519—52. CrossrefGoogle Scholar .
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