Abstract
We study the role of family wealth for children’s educational achievement using novel Swedish register data. In particular, we focus on the relationship between grandparents’ wealth and their grandchildren’s educational achievement. Doing so allows us to reliably establish the independent role of wealth in contributing to long-term inequalities in opportunity. We use regression models with extensive controls to account for observed socioeconomic characteristics of families, cousin fixed effects to net out potentially unobserved grandparent effects, and marginal structural models to account for endogenous selection. We find substantial associations between grandparents’ wealth and their grandchildren’s grade point averages (GPA) in the 9th grade that are only partly mediated by parents’ socioeconomic characteristics and wealth. Our findings indicate that family wealth inequality—even in a comparatively egalitarian context like Sweden—has profound consequences for the distribution of opportunity across multiple generations. We posit that our estimates of the long-term consequences of wealth inequality may be conservative for nations other than Sweden, like the United States, where family wealth—in addition to its insurance and normative functions—allows the direct purchase of educational quality and access.
References
|
Adermon, Adrian, Lindahl, Mikael, Waldenström, Daniel. 2015. “Intergenerational Wealth Mobility and the Role of Inheritance: Evidence from Multiple Generations.” Department of Economics, Uppsala University, Sweden. Google Scholar | |
|
Alexopoulos, Michelle, Cohen, Jon. 2003. “Centralised Wage Bargaining and Structural Change in Sweden.” European Review of Economic History 7(3):331–63. Google Scholar | Crossref | ISI | |
|
Axinn, William, Duncan, Greg J., Thornton, Arland. 1997. “The Effects of Parents’ Income, Wealth, and Attitudes on Children’s Completed Schooling and Self-Esteem.” Pp. 518–40 in Consequences of Growing Up Poor, edited by Duncan, G. J., Brooks-Gunn, J. New York: Russell Sage Foundation. Google Scholar | |
|
Baker, David P., Akiba, Motoko, LeTendre, Gerald K., Wiseman, Alexander W. 2001. “Worldwide Shadow Education: Outside-School Learning, Institutional Quality of Schooling, and Cross-National Mathematics Achievement.” Educational Evaluation and Policy Analysis 23:1–17. Google Scholar | SAGE Journals | ISI | |
|
Belley, Philippe, Lochner, Lance. 2007. “The Changing Role of Family Income and Ability in Determining Educational Achievement.” Journal of Human Capital 1(1):37–89. Google Scholar | Crossref | |
|
Björklund, Anders, Edin, Per-Anders, Fredriksson, Peter, Krueger, Alan. 2005. “The Market Comes to Education in Sweden: An Evaluation of Sweden’s Surprising School Reforms.” New York: Russell Sage Foundation. Google Scholar | |
|
Björklund, Anders, Roine, Jesper, Waldenström, Daniel. 2012. “Intergenerational Top Income Mobility in Sweden: Capitalist Dynasties in the Land of Equal Opportunity?” Journal of Public Economics 96(5–6):474–84. Google Scholar | Crossref | ISI | |
|
Björklund, Anders, Sundström, Marianne. 2006. “Parental Separation and Children’s Educational Attainment: A Siblings Analysis on Swedish Register Data.” Economica 73(292):605–624. Google Scholar | Crossref | ISI | |
|
Black, Sandra E., Devereux, Paul J., Lundborg, Petter, Majlesi, Kaveh. 2015. “Poor Little Rich Kids? The Determinants of the Intergenerational Transmission of Wealth.” National Bureau of Economic Research. Google Scholar | |
|
Blau, Peter M., Duncan, Otis D. 1967. The American Occupational Structure. New York: John Wiley & Sons. Google Scholar | |
|
Bleakley, Hoyt, Ferrie, Joseph P. 2013. “Shocking Behavior: Random Wealth in Antebellum Georgia and Human Capital across Generations.” National Bureau of Economic Research (NBER) Working Paper 19348. Google Scholar | |
|
Bourdieu, Pierre . 1998. The State Nobility: Elite Schools in the Field of Power. Stanford, Ca: Stanford University Press. Google Scholar | |
|
Bowles, Samuel . 1972. “Schooling and Inequality from Generation to Generation.” Journal of Political Economy 80(3):S219–S251. Google Scholar | Crossref | ISI | |
|
Buchmann, Claudia, Condron, Dennis J., Roscigno, Vincent J. 2010. “Shadow Education, American Style: Test Preparation, the SAT and College Enrollment.” Social Forces 89(2):435–61. Google Scholar | Crossref | ISI | |
|
Carlstedt, Berit, Mårdberg, Bertil. 1993. “Construct Validity of the Swedish Enlistment Battery.” Scandinavian Journal of Psychology 34(4):353–62. Google Scholar | Crossref | ISI | |
|
Cesarini, David, Lindqvist, Erik, Östling, Robert, Wallace, Björn. 2015. “Wealth, Health, and Child Development: Evidence from Administrative Data on Swedish Lottery Players.” IFN Working Paper No. 1060 (http://www.ifn.se/eng/publications/wp/2015/1060). Google Scholar | |
|
Chan, Christopher G., Elder, Glen H. 2000. “Matrilineal Advantage in Grandchild–Grandparent Relations.” The Gerontologist 40(2):179–90. Google Scholar | Crossref | Medline | ISI | |
|
Chetty, Raj, Hendren, Nathaniel, Kline, Patrick, Saez, Emmanuel. 2014. “Where Is the Land of Opportunity? The Geography of Intergenerational Mobility in the United States.” Quarterly Journal of Economics 129(4):1553–1623. Google Scholar | Crossref | ISI | |
|
Collins, Randall . 1971. “Functional and Conflict Theories of Educational Stratification.” American Sociological Review 36(6):1002–19. Google Scholar | Crossref | ISI | |
|
Conley, Dalton . 1999. Being Black, Living in the Red: Race, Wealth, and Social Policy in America. Berkeley: University of California Press. Google Scholar | |
|
Conley, Dalton . 2001. “Capital for College: Parental Assets and Postsecondary Schooling.” Sociology of Education 74(1):59–72. Google Scholar | Crossref | ISI | |
|
Davies, James B., Shorrocks, Anthony F. 2000. “The Distribution of Wealth.” Pp. 605–675 in Handbook of Income Distribution, Vol. 1, edited by Atkinson, A., Bourguignon, F. Dortrecht: North-Holland. Google Scholar | Crossref | |
|
DiMaggio, Paul . 1982. “Cultural Capital and School Success: The Impact of Status Culture Participation on the Grades of U.S. High School Students.” American Sociological Review 47(2):189–201. Google Scholar | Crossref | ISI | |
|
Domeij, David, Klein, Paul. 2002. “Public Pensions: To What Extent Do They Account for Swedish Wealth Inequality?” Review of Economic Dynamics 5(3):503–534. Google Scholar | Crossref | ISI | |
|
Duncan, Greg J., Murnane, Richard J. 2011. Whither Opportunity? Rising Inequality, Schools, and Children’s Life Chances. New York: Russell Sage Foundation. Google Scholar | |
|
Dynan, Karen E., Skinner, Jonathan, Zeldes, Stephen P. 2004. “Do the Rich Save More?” Journal of Political Economy 112(2):397–444. Google Scholar | Crossref | ISI | |
|
Erikson, Robert, Nordström Skans, Oskar, Sjögren, Anna, Åslund, Olof. 2007. “Ungdomars och invandrares inträde på arbetsmarknaden 1985–2003.” IFAU Rapport 2007:18. Google Scholar | |
|
Euler, Harald A. 2011. “Grandparents and Extended Kin.” Pp. 181–210 in Oxford Handbook of Evolutionary Family Psychology, edited by Salmon, C., Shackelford, T. K. New York: Oxford University Press Google Scholar | Crossref | |
|
Filmer, Deon, Pritchett, Lant H. 2001. “Estimating Wealth Effects without Expenditure Data—or Tears: An Application to Educational Enrollments in States of India.” Demography 38(1):115–32. Google Scholar | Medline | ISI | |
|
Gottschalk, Peter, Smeeding, Timothy M. 2000. “Empirical Evidence on Income Inequality in Industrialized Countries.” Pp. 261–307 in Handbook of Income Distribution, Vol. 1, edited by Atkinson, A., Bourguignon, F. Dortrecht: North-Holland. Google Scholar | Crossref | |
|
Hällsten, Martin . 2013. “The Class-Origin Wage Gap: Heterogeneity in Education and Variations across Market Segments.” British Journal of Sociology 64(4):662–90. Google Scholar | Crossref | Medline | ISI | |
|
Hällsten, Martin . 2014. “Inequality across Three and Four Generations in Egalitarian Sweden: 1st and 2nd Cousin Correlations in Socio-economic Outcomes.” Research in Social Stratification and Mobility 35:19–33. Google Scholar | Crossref | ISI | |
|
Henretta, John C., Campbell, Richard T. 1978. “Net Worth as an Aspect of Status.” American Journal of Sociology 83(5):1204–1223. Google Scholar | Crossref | ISI | |
|
Holmlund, Helena, Häggblom, Josefin, Lindahl, Erica, Martinson, Sara, Sjögren, Anna, Vikman, Ulrika, Öckert, Björn. 2014. “Decentralisering, skolval och fristående skolor: resultat och likvärdighet i svensk skola” [Decentralisation, School Choice and Independent Schools: Results and Equity in Swedish Schools]. IFAU Report 2014:25. Google Scholar | |
|
Jaeger, Mads Meier . 2012. “The Extended Family and Children’s Educational Success.” American Sociological Review 77(6):903–922. Google Scholar | SAGE Journals | ISI | |
|
Jaeger, Mads Meier, Breen, Richard. 2016. “A Dynamic Model of Cultural Reproduction.” American Journal of Sociology 121(4):1079–1115. Google Scholar | Crossref | Medline | ISI | |
|
Jäntti, Markus, Sierminska, Eva, Smeeding, Tim. 2008. “How Is Household Wealth Distributed? Evidence from the Luxembourg Wealth Study.” Pp. 253–78 in Growing Unequal: Income Distribution and Poverty in OECD Countries, edited by OECD. Paris: Organisation for Economic Co-operation and Development. Google Scholar | |
|
Keister, Lisa A. 2000. Wealth in America: Trends in Wealth Inequality. Cambridge, UK: Cambridge University Press. Google Scholar | Crossref | |
|
Keister, Lisa A. 2014. “The One Percent.” Annual Review of Sociology 40:347–67. Google Scholar | Crossref | ISI | |
|
Keister, Lisa A., Moller, Stephanie. 2000. “Wealth Inequality in the United States.” Annual Review of Sociology 26:63–81. Google Scholar | Crossref | ISI | |
|
Khan, Shamus Rahman . 2011. Privilege: The Making of an Adolescent Elite at St. Paul’s School. Princeton, NJ: Princeton University Press. Google Scholar | Crossref | |
|
Killewald, Alexandra, Pfeffer, Fabian T., Schachner, Jared N. Forthcoming. “Wealth Inequality and Accumulation.” Annual Review of Sociology. Google Scholar | ISI | |
|
Levine, Steven B. 1980. “The Rise of American Boarding Schools and the Development of a National Upper Class.” Social Problems 28(1):63–94. Google Scholar | Crossref | ISI | |
|
Lindahl, Mikael, Palme, Mårten, Massih, Sofia Sandgren, Sjögren, Anna. 2015. “Long-Term Intergenerational Persistence of Human Capital: An Empirical Analysis of Four Generations.” Journal of Human Resources 50(1):1–33. Google Scholar | Crossref | ISI | |
|
Lindqvist, Erik, Vestman, Roine. 2011. “The Labor Market Returns to Cognitive and Noncognitive Ability: Evidence from the Swedish Enlistment.” American Economic Journal: Applied Economics 3(1):101–128. Google Scholar | Crossref | ISI | |
|
Lovenheim, Michael F. 2011. “The Effect of Liquid Housing Wealth on College Enrollment.” Journal of Labor Economics 29(4):741–71. Google Scholar | Crossref | ISI | |
|
Lundberg, Erik . 1985. “The Rise and Fall of the Swedish Model.” Journal of Economic Literature 23(1):1–36. Google Scholar | ISI | |
|
Mare, Robert . 2011. “A Multigenerational View of Inequality.” Demography 48(1):1–23. Google Scholar | Crossref | Medline | ISI | |
|
Møllegaard, Stine, Jaeger, Mads Meier. 2015. “The Effect of Grandparents’ Economic, Cultural, and Social Capital on Grandchildren’s Educational Success.” Research in Social Stratification and Mobility 42:11–19. Google Scholar | Crossref | ISI | |
|
Mood, Carina . 2010. “Logistic Regression: Why We Cannot Do What We Think We Can Do, and What We Can Do About It.” European Sociological Review 26(1):67–82. Google Scholar | Crossref | ISI | |
|
Mood, Carina, Jonsson, Jan O., Bihagen, Erik. 2013. “Socioeconomic Persistence across Generations: The Role of Cognitive and Non-cognitive Processes.” Pp. 53–83 in From Parents to Children: Cross-National Research on the Intergenerational Transmission of Advantage, edited by Ermisch, J., Jäntti, M., Smeeding, T. New York: Russell Sage Foundation. Google Scholar | |
|
Morgan, Stephen L. 2005. On the Edge of Commitment: Educational Attainment and Race in the United States. Stanford, CA: Stanford University Press. Google Scholar | |
|
Morgan, Stephen L., Kim, Young-Mi. 2006. “Inequality of Conditions and Intergenerational Mobility: Changing Patterns of Educational Attainment in the United States.” Pp. 165–94 in Mobility and Inequality: Frontiers of Research in Sociology and Economics, edited by Morgan, S., Grusky, D., Fields, G. Stanford, CA: Stanford University Press. Google Scholar | |
|
Oliver, Melvin L., Shapiro, Thomas M. 1995. Black Wealth/White Wealth. Urbana: University of Illinois Press. Google Scholar | |
|
Orr, Amy J. 2003. “Black-White Differences in Achievement: The Importance of Wealth.” Sociology of Education 76(4):281–304. Google Scholar | Crossref | ISI | |
|
Owens, Ann . 2016. “Inequality in Children’s Contexts: Income Segregation of Households with and without Children.” American Sociological Review 81(3):549–74. Google Scholar | SAGE Journals | ISI | |
|
Parkin, Frank . 1979. Marxism and Class Theory: A Bourgeois Critique. London: Tavistock. Google Scholar | |
|
Pfeffer, Fabian T . 2010. Wealth and Opportunity in the United States and Germany. PhD Thesis, University of Wisconsin, Madison, WI. Google Scholar | |
|
Pfeffer, Fabian T. 2011. “Status Attainment and Wealth in the United States and Germany.” Pp. 109–137 in The Comparative Study of Intergenerational Mobility, edited by Erikson, R., Jäntti, M., Smeeding, T. M. New York: Russell Sage Foundation. Google Scholar | |
|
Pfeffer, Fabian T. 2014. “Multigenerational Approaches to Social Mobility: A Multifaceted Research Agenda.” Research in Social Stratification and Mobility 35:1–12. Google Scholar | Crossref | Medline | ISI | |
|
Pfeffer, Fabian T., Hällsten, Martin. 2012. “Wealth Effects in Three Mobility Regimes: United States, Germany, and Sweden in Comparison.” DIW SOEP Paper 500, Berlin. Google Scholar | |
|
Pfeffer, Fabian T., Killewald, Alexandra. 2016a. How Rigid Is the Wealth Structure and Why? A Life-Course Perspective on Intergenerational Correlations in Wealth. Population Studies Center Working Paper, University of Michigan, Ann Arbor. Google Scholar | |
|
Pfeffer, Fabian T., Killewald, Alexandra. 2016b. “Intergenerational Correlations in Wealth.” Pp. 175–201 in Economic Mobility: Research & Ideas on Strengthening Families, Communities & the Economy, edited by Federal Reserve Bank of St. Louis, Washington, DC. Google Scholar | |
|
Piketty, Thomas . 2011. “On the Long-Run Evolution of Inheritance: France 1820–2050.” Quarterly Journal of Economics 126(3):1071–1131. Google Scholar | Crossref | ISI | |
|
Rietz, Gunnar, Henrekson, Magnus. 2015. “Swedish Wealth Taxation (1911–2007).” Pp. 267–302 in Swedish Taxation: Developments since 1862, edited by M. Henrekson and M. Stenkula. New York: Palgrave Macmillan. Google Scholar | Crossref | |
|
Robins, James M., Hernán, Miguel A., Brumback, Babette. 2000. “Marginal Structural Models and Causal Inference in Epidemiology.” Epidemiology 11(5):550–60. Google Scholar | Crossref | Medline | ISI | |
|
Rumberger, Russell W. 1983. “The Influence of Family Background on Education, Earnings, and Wealth.” Social Forces 61(3):755–73. Google Scholar | Crossref | ISI | |
|
Schaeffer, Merlin . 2014. “The Social Meaning of Inherited Financial Assets: Moral Ambivalences of Intergenerational Transfers.” Historical Social Research / Historische Sozialforschung 39(3):289–317. Google Scholar | ISI | |
|
Schneider, Daniel . 2011. “Wealth and the Marital Divide.” American Journal of Sociology 117(2):627–67. Google Scholar | Crossref | Medline | ISI | |
|
Sewell, William H., Haller, Archibald O., Portes, Alejandro. 1969. “The Educational and Early Occupational Attainment Process.” American Sociological Review 34(1):82–92. Google Scholar | Crossref | ISI | |
|
Shanks, Trina R. Williams . 2007. “The Impacts of Household Wealth on Child Development.” Journal of Poverty 11(2):93–116. Google Scholar | Crossref | |
|
Sharkey, Patrick, Elwert, Felix. 2011. “The Legacy of Disadvantage: Multigenerational Neighborhood Effects on Cognitive Ability.” American Journal of Sociology 116(6):1934–81. Google Scholar | Crossref | Medline | ISI | |
|
Solari, Claudia D., Mare, Robert D. 2012. “Housing Crowding Effects on Children’s Wellbeing.” Social Science Research 41(2):464–76. Google Scholar | Crossref | Medline | ISI | |
|
Solon, Gary . 1989. “Biases in the Estimation of Intergenerational Earnings Correlations.” Review of Economics and Statistics 71(1):172–74. Google Scholar | Crossref | ISI | |
|
Solon, Gary . 1999. “Intergenerational Mobility in the Labor Market.” Pp. 1761–1800 in Handbook of Labor Economics, Vol. 3A, edited by O. Ashenfelter and D. Card. Amsterdam: Elsevier. Google Scholar | Crossref | |
|
Sorensen, Aage B. 2000. “Toward a Sounder Basis for Class Analysis.” American Journal of Sociology 105(6):1523–58. Google Scholar | Crossref | ISI | |
|
Spilerman, Seymour . 2000. “Wealth and Stratification Processes.” Annual Review of Sociology 26:497–524. Google Scholar | Crossref | ISI | |
|
Spilerman, Seymour . 2004. “The Impact of Parental Wealth on Early Living Standards in Israel.” American Journal of Sociology 110(1):92–122. Google Scholar | Crossref | ISI | |
|
Spilerman, Seymour, Wolff, Francois-Charles. 2012. “Parental Wealth and Resource Transfers: How They Matter in France for Home Ownership and Living Standards.” Social Science Research 41(2):207–223. Google Scholar | Crossref | Medline | ISI | |
|
Statistics Sweden . 2005. “Befolkningens Utbildning: Utbildningsregistret UREG [The Population Education Register].” Statistics Sweden, UF 0506. Örebro. Google Scholar | |
|
Thurow, Lester C. 1975. Generating Inequality. New York: Basic Books. Google Scholar | Crossref | |
|
Torche, Florencia . 2015. “Analyses of Intergenerational Mobility: An Interdisciplinary Review.” ANNALS of the American Academy of Political and Social Science 657(1):37–62. Google Scholar | SAGE Journals | ISI | |
|
Torche, Florencia, Costa-Ribeiro, Carlos. 2012. “Parental Wealth and Children’s Outcomes over the Life-Course in Brazil: A Propensity Score Matching Analysis.” Research in Social Stratification and Mobility 30(1):79–96. Google Scholar | Crossref | ISI | |
|
Torche, Florencia, Spilerman, Seymour. 2006. “Parental Wealth Effects on Living Standards and Asset Holdings: Results from Chile.” Pp. 329–64 in International Perspectives on Household Wealth, edited by Wolff, E. N. Cheltenham: Edward Elgar. Google Scholar | Crossref | |
|
Torche, Florencia, Spilerman, Seymour. 2009. “Intergenerational Influences of Wealth in Mexico.” Latin American Research Review 44(3):75–101. Google Scholar | Crossref | ISI | |
|
Yeung, W. Jean, Conley, Dalton. 2008. “Black–White Achievement Gap and Family Wealth.” Child Development 79(2):303–324. Google Scholar | Crossref | Medline | ISI |
