IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp18550.html

Relative Intergenerational Mobility: A Normative Framework and Evidence from Indonesia

Author

Listed:
  • Bargain, Olivier

    (University of Bordeaux)

  • Lo Bue, Maria

    (Trieste University)

  • Palmisano, Flaviana

    (Sapienza University, Rome)

Abstract

We propose a simple and flexible framework to assess relative intergenerational mobility. The approach defines a dynasty as a parent-child pair, measuring achievement by each individual's rank within their own generational outcome distribution, and mobility by the change in this rank across generations. This measure accommodates both continuous outcomes, such as potential earnings, and discrete or ordinal outcomes, such as education levels. It also allows for dominance characterizations (e.g., the relative progress made by women vs. men) consistent with social references over desirable mobility patterns. We apply the framework to Indonesia using long-panel data linking parents observed in 1993 to their children in 2014. Results show that a large share of the population escaped illiteracy - an instance of absolute mobility possibly driven by major education reforms. However, relative educational mobility was regressive, as dynasties from higher socio-economic backgrounds progressed faster. This pattern limited the overall progressivity of relative earnings mobility. Mobility in both education and potential earnings was markedly more favorable to women.

Suggested Citation

  • Bargain, Olivier & Lo Bue, Maria & Palmisano, Flaviana, 2026. "Relative Intergenerational Mobility: A Normative Framework and Evidence from Indonesia," IZA Discussion Papers 18550, IZA Network @ LISER.
  • Handle: RePEc:iza:izadps:dp18550
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp18550.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Peter Gottschalk & Enrico Spolaore, 2002. "On the Evaluation of Economic Mobility," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(1), pages 191-208.
    2. Fields, Gary S. & Leary, Jesse B. & Ok, Efe A., 2002. "Stochastic dominance in mobility analysis," Economics Letters, Elsevier, vol. 75(3), pages 333-339, May.
    3. M. Shahe Emran & Francisco H. G. Ferreira & Yajing Jiang & Yan Sun, 2023. "Occupational dualism and intergenerational educational mobility in the rural economy: evidence from China and India," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 21(3), pages 743-773, September.
    4. repec:hal:pseose:halshs-00859751 is not listed on IDEAS
    5. Flaviana Palmisano, 2018. "Evaluating Patterns of Income Growth when Status Matters: A Robust Approach," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 64(1), pages 147-169, March.
    6. Hertz, Tom, 2008. "A group-specific measure of intergenerational persistence," Economics Letters, Elsevier, vol. 100(3), pages 415-417, September.
    7. Flaviana Palmisano & Vito Peragine, 2015. "The Distributional Incidence of Growth: A Social Welfare Approach," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 61(3), pages 440-464, September.
    8. Yaari, Menahem E, 1987. "The Dual Theory of Choice under Risk," Econometrica, Econometric Society, vol. 55(1), pages 95-115, January.
    9. Stephen P. Jenkins & Philippe Van Kerm, 2016. "Assessing Individual Income Growth," Economica, London School of Economics and Political Science, vol. 83(332), pages 679-703, October.
    10. Marie Connolly & Miles Corak & Catherine Haeck, 2019. "Intergenerational Mobility Between and Within Canada and the United States," Journal of Labor Economics, University of Chicago Press, vol. 37(S2), pages 595-641.
    11. Stephen P. Jenkins, 2020. "Better off? Distributional comparisons for ordinal data about personal well-being," New Zealand Economic Papers, Taylor & Francis Journals, vol. 54(3), pages 211-238, September.
    12. Frank A. Cowell & Emmanuel Flachaire, 2017. "Inequality with Ordinal Data," Economica, London School of Economics and Political Science, vol. 84(334), pages 290-321, April.
    13. François Bourguignon, 2011. "Non-anonymous growth incidence curves, income mobility and social welfare dominance," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 9(4), pages 605-627, December.
    14. Rolf Aaberge, 2009. "Ranking intersecting Lorenz curves," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 33(2), pages 235-259, August.
    15. Nava Ashraf & Natalie Bau & Nathan Nunn & Alessandra Voena, 2020. "Bride Price and Female Education," Journal of Political Economy, University of Chicago Press, vol. 128(2), pages 591-641.
    16. 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.
    17. Benoit Decerf & Martin Linden, 2016. "Fair social orderings with other-regarding preferences," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 46(3), pages 655-694, March.
    18. Ed Hopkins, 2008. "Inequality, happiness and relative concerns: What actually is their relationship?," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 6(4), pages 351-372, December.
    19. Simandan, Dragos, 2018. "Rethinking the health consequences of social class and social mobility," Social Science & Medicine, Elsevier, vol. 200(C), pages 258-261.
    20. Inklaar, Robert & de Jong, Harmen & Bolt, Jutta & van Zanden, Jan, 2018. "Rebasing 'Maddison': new income comparisons and the shape of long-run economic development," GGDC Research Memorandum GD-174, Groningen Growth and Development Centre, University of Groningen.
    21. Duflo, Esther, 2004. "The medium run effects of educational expansion: evidence from a large school construction program in Indonesia," Journal of Development Economics, Elsevier, vol. 74(1), pages 163-197, June.
    22. Rafael Treibich, 2019. "Welfare egalitarianism with other-regarding preferences," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 52(1), pages 1-28, January.
    23. Marc Fleurbaey, 2012. "The importance of what people care about," Politics, Philosophy & Economics, , vol. 11(4), pages 415-447, November.
    24. Andrew E. Clark & Nicolai Kristensen & Niels Westergård-Nielsen, 2009. "Economic Satisfaction and Income Rank in Small Neighbourhoods," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 519-527, 04-05.
    25. 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.
    26. Paul Dolan & Grace Lordan, 2021. "Climbing up ladders and sliding down snakes: an empirical assessment of the effect of social mobility on subjective wellbeing," Review of Economics of the Household, Springer, vol. 19(4), pages 1023-1045, December.
    27. Neidhöfer, Guido & Serrano, Joaquín & Gasparini, Leonardo, 2018. "Educational inequality and intergenerational mobility in Latin America: A new database," Journal of Development Economics, Elsevier, vol. 134(C), pages 329-349.
    28. Fields, Gary S. & Ok, Efe A., 1996. "The Meaning and Measurement of Income Mobility," Journal of Economic Theory, Elsevier, vol. 71(2), pages 349-377, November.
    29. Bernt Bratsberg & Knut Røed & Oddbjørn Raaum & Robin Naylor & Markus Ja¨ntti & Tor Eriksson & Eva O¨sterbacka, 2007. "Nonlinearities in Intergenerational Earnings Mobility: Consequences for Cross-Country Comparisons," Economic Journal, Royal Economic Society, vol. 117(519), pages 72-92, March.
    30. David Card & Ciprian Domnisoru & Lowell Taylor, 2022. "The Intergenerational Transmission of Human Capital: Evidence from the Golden Age of Upward Mobility," Journal of Labor Economics, University of Chicago Press, vol. 40(S1), pages 39-95.
    31. repec:bla:econom:v:68:y:2001:i:272:p:519-37 is not listed on IDEAS
    32. Espen Bratberg & Jonathan Davis & Bhashkar Mazumder & Martin Nybom & Daniel D. Schnitzlein & Kjell Vaage, 2017. "A Comparison of Intergenerational Mobility Curves in Germany, Norway, Sweden, and the US," Scandinavian Journal of Economics, Wiley Blackwell, vol. 119(1), pages 72-101, January.
    33. D'Agostino, Marcello & Dardanoni, Valentino, 2009. "The measurement of rank mobility," Journal of Economic Theory, Elsevier, vol. 144(4), pages 1783-1803, July.
    34. Gary S. Fields & Efe A. Ok, 1999. "Measuring Movement of Incomes," Economica, London School of Economics and Political Science, vol. 66(264), pages 455-471, November.
    35. Rajius Idzalika & Maria C. Lo Bue, 2020. "Educational Opportunities in Indonesia: Are Factors Outside Individual Responsibility Persistent Over Time?," Journal of Development Studies, Taylor & Francis Journals, vol. 56(8), pages 1473-1488, July.
    36. Peter Timmer, 2018. "Pro-poor growth in Indonesia: Challenging the pessimism of Myrdal's Asian Drama," WIDER Working Paper Series wp-2018-103, World Institute for Development Economic Research (UNU-WIDER).
    37. repec:dau:papers:123456789/12594 is not listed on IDEAS
    38. A. B. Atkinson & F. Bourguignon, 1982. "The Comparison of Multi-Dimensioned Distributions of Economic Status," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(2), pages 183-201.
    39. 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.
    40. Kourtellos, Andros & Marr, Christa & Tan, Chih Ming, 2020. "Local Intergenerational Mobility," European Economic Review, Elsevier, vol. 126(C).
    41. Thomas Bossuroy & Denis Cogneau, 2013. "Social Mobility in Five African Countries," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 59, pages 84-110, October.
    42. Rose Fontep & Kunal Sen, 2020. "Is there a gender bias in intergenerational mobility?: Evidence from Cameroon," WIDER Working Paper Series wp-2020-111, World Institute for Development Economic Research (UNU-WIDER).
    43. Rolf Aaberge & Magne Mogstad, 2014. "Income mobility as an equalizer of permanent income," Discussion Papers 769, Statistics Norway, Research Department.
    44. Hopkins, Ed & Kornienko, Tatiana, 2009. "Status, affluence, and inequality: Rank-based comparisons in games of status," Games and Economic Behavior, Elsevier, vol. 67(2), pages 552-568, November.
    45. Stephen P. Jenkins & Philippe Van Kerm, 2006. "Trends in income inequality, pro-poor income growth, and income mobility," Oxford Economic Papers, Oxford University Press, vol. 58(3), pages 531-548, July.
    46. 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.
    47. Bowles, Samuel, 1972. "Schooling and Inequality from Generation to Generation," Journal of Political Economy, University of Chicago Press, vol. 80(3), pages 219-251, Part II, .
    48. Eric R. Eide & Mark H. Showalter, 1999. "Factors Affecting the Transmission of Earnings across Generations: A Quantile Regression Approach," Journal of Human Resources, University of Wisconsin Press, vol. 34(2), pages 253-267.
    49. 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.
    50. Jane Golley & Sherry Tao Kong, 2013. "Inequality in Intergenerational Mobility of Education in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 21(2), pages 15-37, March.
    51. Maria C. Lo Bue & Flaviana Palmisano, 2020. "The Individual Poverty Incidence of Growth," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(6), pages 1295-1321, December.
    52. repec:osf:socarx:3qnuv_v1 is not listed on IDEAS
    53. van der Weide, Roy & Lakner, Christoph & Mahler, Daniel Gerszon & Narayan, Ambar & Gupta, Rakesh, 2024. "Intergenerational mobility around the world: A new database," Journal of Development Economics, Elsevier, vol. 166(C).
    54. Allison, R. Andrew & Foster, James E., 2004. "Measuring health inequality using qualitative data," Journal of Health Economics, Elsevier, vol. 23(3), pages 505-524, May.
    55. repec:bla:econom:v:51:y:1984:i:204:p:457-71 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    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. Olivier Bargain & Maria Lo Bue & Francesco Palmisano, 2022. "Dynastic Measures of Intergenerational Mobility," Working Papers hal-03896551, HAL.
    2. Markus Jäntti & Stephen P. Jenkins, 2013. "Income Mobility," SOEPpapers on Multidisciplinary Panel Data Research 607, DIW Berlin, The German Socio-Economic Panel (SOEP).
    3. Emran, M. Shahe & Jiang, Hanchen & Shilpi, Forhad, 2025. "Is gender destiny? Gender bias and intergenerational educational mobility in India," Journal of Economic Behavior & Organization, Elsevier, vol. 238(C).
    4. Ahsan, Md Nazmul & Emran, M. Shahe & Shilpi, Forhad, 2024. "Complementarities and intergenerational educational mobility: Theory and evidence from Indonesia," Journal of Economic Behavior & Organization, Elsevier, vol. 225(C), pages 170-191.
    5. Olivier Bargain & Maria C. Lo Bue & Flaviana Palmisano, 2021. "Dynastic measures of inter-generational mobility with empirical evidence from Indonesia," WIDER Working Paper Series wp-2021-70, World Institute for Development Economic Research (UNU-WIDER).
    6. Ferreira, Francisco H. G. & Brunori, Paolo & Neidhöfer, Guido & Salas-Rojo, Pedro & Sirugue, Louis, 2025. "Inherited inequality in Latin America," LSE Research Online Documents on Economics 130163, London School of Economics and Political Science, LSE Library.
    7. Flaviana Palmisano, 2024. "Compassion and envy in distributional comparisons," Theory and Decision, Springer, vol. 96(1), pages 153-184, February.
    8. Flaviana Palmisano & Ida Petrillo, 2022. "A general rank‐dependent approach for distributional comparisons," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 24(2), pages 380-409, April.
    9. 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.
    10. Ahsan, Md Nazmul & Shilpi, Forhad & Emran, Shahe, 2022. "Unintended bottleneck and essential nonlinearity: Understanding the effects of public primary school expansion on intergenerational educational mobility," MPRA Paper 113047, University Library of Munich, Germany.
    11. Flaviana Palmisano & Ida Petrillo, 2021. "A general rank-dependent approach for distributional comparisons," Working Papers 567, ECINEQ, Society for the Study of Economic Inequality.
    12. Michael Savage, 2016. "Poorest Made Poorer? Decomposing income losses at the bottom of the income distribution during the Great Recession," Papers WP528, Economic and Social Research Institute (ESRI).
    13. Elisa Jácome & Ilyana Kuziemko & Suresh Naidu, 2021. "Mobility for All: Representative Intergenerational Mobility Estimates over the 20th Century," Working Papers 302, Princeton University, Department of Economics, Center for Economic Policy Studies..
    14. Alberto Alesina & Sebastian Hohmann & Stelios Michalopoulos & Elias Papaioannou, 2021. "Intergenerational Mobility in Africa," Econometrica, Econometric Society, vol. 89(1), pages 1-35, January.
    15. Joachim Jarreau, 2015. "The Impact of Naturalizations on Job Mobility and Wages: Evidence from France," Working Papers halshs-01117449, HAL.
    16. Elena Bárcena & Olga Cantó, 2018. "A simple subgroup decomposable measure of downward (and upward) income mobility," Working Papers 472, ECINEQ, Society for the Study of Economic Inequality.
    17. Muñoz, Ercio, 2021. "The Geography of Intergenerational Mobility in Latin America and the Caribbean," SocArXiv mc78h, Center for Open Science.
    18. Van Kerm, Philippe, 2006. "Comparisons of income mobility profiles," ISER Working Paper Series 2006-36, Institute for Social and Economic Research.
    19. Yoram Amiel & Michele Bernasconi & Frank Cowell & Valentino Dardanoni, 2015. "Do we value mobility?," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 44(2), pages 231-255, February.
    20. Anjan Ray Chaudhury & Madhabendra Sinha, 2025. "Occupational disparity among Indian social groups and its persistence: some recent evidence," SN Business & Economics, Springer, vol. 5(11), pages 1-34, November.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • J6 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • I2 - Health, Education, and Welfare - - Education
    • D6 - Microeconomics - - Welfare Economics

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:iza:izadps:dp18550. 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: Mark Fallak (email available below). General contact details of provider: https://edirc.repec.org/data/izaaalu.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.