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Using Survey Data to Estimate Intergenerational Mobility in Income and Education in Portugal

Author

Listed:
  • Luís Clemente-Casinhas

    (Instituto Universitário de Lisboa (ISCTE-IUL) and Business Research Unit (BRU-IUL))

  • Luís Filipe Martins

    (Instituto Universitário de Lisboa (ISCTE-IUL) and Business Research Unit (BRU-IUL)
    CIMS-University of Surrey)

  • Alexandra Ferreira-Lopes

    (Instituto Universitário de Lisboa (ISCTE-IUL) and Business Research Unit (BRU-IUL))

Abstract

Previous studies about intergenerational mobility for the Portuguese economy find that education and income persistence is very high in comparison with other developed economies. We construct relative, absolute, global and local measures of mobility for Portugal, comparing them with existing evidence for this and other countries. These are the intergenerational income elasticity (computed using the two-sample two-stage least squares method), income correlation, rank-rank slope, bottom to top income level probability, the share of individuals earning more than their fathers and also the intergenerational education correlation, the low to high education level probability, and the share of individuals with a higher education level than their fathers. We consider the 1968–1988 cohorts and the 1995 and 2019 waves of the European Community Household Panel and the European Union Statistics on Income and Living Conditions, respectively. Overall, based on the point estimates, women seem to present more mobility in income. Upward income mobility is verified at the bottom while persistence exists at the top. Women present a greater absolute educational mobility. More than 80% of individuals have a higher education than their fathers and full upward education mobility exists for children of low-educated fathers. Mobility in education is higher for the offspring of medium–high-income fathers. Individuals with a high education level, in the medium–high income level or with occupations requiring a higher education level show higher mobility.

Suggested Citation

  • Luís Clemente-Casinhas & Luís Filipe Martins & Alexandra Ferreira-Lopes, 2025. "Using Survey Data to Estimate Intergenerational Mobility in Income and Education in Portugal," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 176(1), pages 51-106, January.
  • Handle: RePEc:spr:soinre:v:176:y:2025:i:1:d:10.1007_s11205-024-03437-1
    DOI: 10.1007/s11205-024-03437-1
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    References listed on IDEAS

    as
    1. repec:adr:anecst:y:2005:i:78:p:03 is not listed on IDEAS
    2. Raaum Oddbjørn & Bratsberg Bernt & Røed Knut & Österbacka Eva & Eriksson Tor & Jäntti Markus & Naylor Robin A, 2008. "Marital Sorting, Household Labor Supply, and Intergenerational Earnings Mobility across Countries," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(2), pages 1-49, January.
    3. Paolo Acciari & Alberto Polo & Giovanni L. Violante, 2022. "And Yet It Moves: Intergenerational Mobility in Italy," American Economic Journal: Applied Economics, American Economic Association, vol. 14(3), pages 118-163, July.
    4. Dearden, Lorraine & Machin, Stephen & Reed, Howard, 1997. "Intergenerational Mobility in Britain," Economic Journal, Royal Economic Society, vol. 107(440), pages 47-66, January.
    5. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility II: County-Level Estimates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1163-1228.
    6. Arnaud Lefranc & Alain Trannoy, 2005. "Intergenerational earnings mobility in France: Is France more mobile than the U.S.?," Annals of Economics and Statistics, GENES, issue 78, pages 57-77.
    7. Alberto Alesina & Sebastian Hohmann & Stelios Michalopoulos & Elias Papaioannou, 2023. "Religion and educational mobility in Africa," Nature, Nature, vol. 618(7963), pages 134-143, June.
    8. Anders Bohlmark & Matthew J. Lindquist, 2006. "Life-Cycle Variations in the Association between Current and Lifetime Income: Replication and Extension for Sweden," Journal of Labor Economics, University of Chicago Press, vol. 24(4), pages 879-900, October.
    9. Nicoletti Cheti & Ermisch John F, 2008. "Intergenerational Earnings Mobility: Changes across Cohorts in Britain," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(2), pages 1-38, January.
    10. Bhashkar Mazumder, 2005. "Fortunate Sons: New Estimates of Intergenerational Mobility in the United States Using Social Security Earnings Data," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 235-255, May.
    11. Laura Chadwick & Gary Solon, 2002. "Intergenerational Income Mobility Among Daughters," American Economic Review, American Economic Association, vol. 92(1), pages 335-344, March.
    12. Martin Nybom & Jan Stuhler, 2016. "Heterogeneous Income Profiles and Lifecycle Bias in Intergenerational Mobility Estimation," Journal of Human Resources, University of Wisconsin Press, vol. 51(1), pages 239-268.
    13. Steven Haider & Gary Solon, 2006. "Life-Cycle Variation in the Association between Current and Lifetime Earnings," American Economic Review, American Economic Association, vol. 96(4), pages 1308-1320, September.
    14. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility I: Childhood Exposure Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1107-1162.
    15. Ryan Gallagher & Robert Kaestner & Joseph Persky, 2019. "The geography of family differences and intergenerational mobility," Journal of Economic Geography, Oxford University Press, vol. 19(3), pages 589-618.
    16. Mocetti Sauro, 2007. "Intergenerational Earnings Mobility in Italy," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(2), pages 1-25, December.
    17. Piraino Patrizio, 2007. "Comparable Estimates of Intergenerational Income Mobility in Italy," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(2), pages 1-27, October.
    18. Daniela R. Urbina, 2018. "Intergenerational Educational Mobility During Expansion Reform: Evidence from Mexico," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 37(3), pages 367-417, June.
    19. Diego Restuccia & Carlos Urrutia, 2004. "Intergenerational Persistence of Earnings: The Role of Early and College Education," American Economic Review, American Economic Association, vol. 94(5), pages 1354-1378, December.
    20. Milton Friedman, 1957. "Introduction to "A Theory of the Consumption Function"," NBER Chapters, in: A Theory of the Consumption Function, pages 1-6, National Bureau of Economic Research, Inc.
    21. Raj Chetty & Nathaniel Hendren & Maggie R Jones & Sonya R Porter, 2020. "Race and Economic Opportunity in the United States: an Intergenerational Perspective [“Intergenerational Mobility of Immigrants in the US Over Two Centuries,”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 711-783.
    22. Alyssa Schneebaum & Bernhard Rumplmaier & Wilfried Altzinger, 2016. "Gender and migration background in intergenerational educational mobility," Education Economics, Taylor & Francis Journals, vol. 24(3), pages 239-260, June.
    23. Rafael Carranza, 2023. "Upper and Lower Bound Estimates of Inequality of Opportunity: A Cross‐National Comparison for Europe," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 69(4), pages 838-860, December.
    24. Bauer, Philipp & Riphahn, Regina T., 2006. "Timing of school tracking as a determinant of intergenerational transmission of education," Economics Letters, Elsevier, vol. 91(1), pages 90-97, April.
    25. Ross, Phillip H., 2019. "Occupation aspirations, education investment, and cognitive outcomes: Evidence from Indian adolescents," World Development, Elsevier, vol. 123(C), pages 1-1.
    26. Cheti Nicoletti & Marco Francesconi, 2006. "Intergenerational mobility and sample selection in short panels," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(8), pages 1265-1293.
    27. Chelsea Murray & Robert Graham Clark & Silvia Mendolia & Peter Siminski, 2018. "Direct Measures of Intergenerational Income Mobility for Australia," The Economic Record, The Economic Society of Australia, vol. 94(307), pages 445-468, December.
    28. Gary S. Becker & Scott Duke Kominers & Kevin M. Murphy & Jörg L. Spenkuch, 2018. "A Theory of Intergenerational Mobility," Journal of Political Economy, University of Chicago Press, vol. 126(S1), pages 7-25.
    29. Kit‐Chun Lam & Pak‐Wai Liu, 2019. "Intergenerational Educational Mobility in Hong Kong: Are Immigrants More Mobile than Natives?," Pacific Economic Review, Wiley Blackwell, vol. 24(1), pages 137-157, February.
    30. Jason Fletcher & Joel Han, 2019. "Intergenerational Mobility in Education: Variation in Geography and Time," Journal of Human Capital, University of Chicago Press, vol. 13(4), pages 585-634.
    31. Nunez Javier I & Miranda Leslie, 2010. "Intergenerational Income Mobility in a Less-Developed, High-Inequality Context: The Case of Chile," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-17, April.
    32. Brenner, Jan, 2010. "Life-cycle variations in the association between current and lifetime earnings: Evidence for German natives and guest workers," Labour Economics, Elsevier, vol. 17(2), pages 392-406, April.
    33. Orsetta Causa & Åsa Johansson, 2010. "Intergenerational Social Mobility in OECD Countries," OECD Journal: Economic Studies, OECD Publishing, vol. 2010(1), pages 1-44.
    34. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez, 2014. "Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1553-1623.
    35. Iryna Kyzyma & Olaf Groh-Samberg, 2020. "Estimation of intergenerational mobility in small samples: evidence from German survey data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 151(2), pages 621-643, September.
    36. Emran, M. Shahe & Ferreira, Francisco & Jiang, Yajing & Sun, Yan, 2019. "Intergenerational Educational Mobility in Rural Economy: Evidence from China and India," MPRA Paper 94121, University Library of Munich, Germany.
    37. Chul-In Lee & Gary Solon, 2009. "Trends in Intergenerational Income Mobility," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 766-772, November.
    38. Raj Chetty & John N. Friedman & Emmanuel Saez & Nicholas Turner & Danny Yagan, 2020. "The Determinants of Income Segregation and Intergenerational Mobility: Using Test Scores to Measure Undermatching," NBER Working Papers 26748, National Bureau of Economic Research, Inc.
    39. Ferreira, Sergio Guimarães & Veloso, Fernando A., 2006. "Intergenerational Mobility of Wages in Brazil," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 26(2), November.
    40. Stefanie Heidrich, 2017. "Intergenerational mobility in Sweden: a regional perspective," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(4), pages 1241-1280, October.
    41. Marrero, Gustavo A. & Rodríguez, Juan G., 2013. "Inequality of opportunity and growth," Journal of Development Economics, Elsevier, vol. 104(C), pages 107-122.
    42. repec:bla:econom:v:68:y:2001:i:272:p:519-37 is not listed on IDEAS
    43. Gary Solon, 2002. "Cross-Country Differences in Intergenerational Earnings Mobility," Journal of Economic Perspectives, American Economic Association, vol. 16(3), pages 59-66, Summer.
    44. Mehtabul Azam & Vipul Bhatt, 2015. "Like Father, Like Son? Intergenerational Educational Mobility in India," Demography, Springer;Population Association of America (PAA), vol. 52(6), pages 1929-1959, December.
    45. Piraino, Patrizio, 2015. "Intergenerational Earnings Mobility and Equality of Opportunity in South Africa," World Development, Elsevier, vol. 67(C), pages 396-405.
    46. Ehsan Latif, 2017. "The Relationship between Intergenerational Educational Mobility and Public Spending: Evidence from Canada," Economic Papers, The Economic Society of Australia, vol. 36(3), pages 335-350, September.
    47. Solon, Gary, 1992. "Intergenerational Income Mobility in the United States," American Economic Review, American Economic Association, vol. 82(3), pages 393-408, June.
    48. Milton Friedman, 1957. "A Theory of the Consumption Function," NBER Books, National Bureau of Economic Research, Inc, number frie57-1, May.
    49. María Cervini-Plá, 2015. "Intergenerational Earnings and Income Mobility in Spain," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 61(4), pages 812-828, December.
    50. Nathan Deutscher & Bhashkar Mazumder, 2023. "Measuring Intergenerational Income Mobility: A Synthesis of Approaches," Journal of Economic Literature, American Economic Association, vol. 61(3), pages 988-1036, September.
    51. Raj Chetty & Nathaniel Hendren & Lawrence F. Katz, 2016. "The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment," American Economic Review, American Economic Association, vol. 106(4), pages 855-902, April.
    52. Becker, Gary S & Tomes, Nigel, 1979. "An Equilibrium Theory of the Distribution of Income and Intergenerational Mobility," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1153-1189, December.
    53. Christian Daude & Virginia Robano, 2015. "On intergenerational (im)mobility in Latin America," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 24(1), pages 1-29, December.
    54. Fletcher, Jason M. & Lu, Qiongshi & Mazumder, Bhashkar & Song, Jie, 2023. "Understanding Sibling Correlations in Education: Molecular Genetics and Family Background," IZA Discussion Papers 15862, Institute of Labor Economics (IZA).
    55. Martin Nybom & Jan Stuhler, 2017. "Biases in Standard Measures of Intergenerational Income Dependence," Journal of Human Resources, University of Wisconsin Press, vol. 52(3), pages 800-825.
    56. 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.
    57. Dirk Van De Gaer & Erik Schokkaert & Michel Martinez, 2001. "Three Meanings of Intergenerational Mobility," Economica, London School of Economics and Political Science, vol. 68(272), pages 519-538, November.
    58. Alain-Désiré Nimubona & Désiré Vencatachellum, 2007. "Intergenerational education mobility of black and white South Africans," Journal of Population Economics, Springer;European Society for Population Economics, vol. 20(1), pages 149-182, February.
    59. Dunn Christopher E, 2007. "The Intergenerational Transmission of Lifetime Earnings: Evidence from Brazil," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(2), pages 1-42, October.
    60. Pagan, Adrian, 1984. "Econometric Issues in the Analysis of Regressions with Generated Regressors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(1), pages 221-247, February.
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    More about this item

    Keywords

    Intergenerational mobility in income and education; Relative and absolute intergenerational mobility indicators; Global and local intergenerational mobility measures; Two sample two stage least squares; Ordered probit; Mincer equations;
    All these keywords.

    JEL classification:

    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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