IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/80724.html
   My bibliography  Save this paper

Estimating Intergenerational Mobility with Incomplete Data: Coresidency and Truncation Bias in Rank-Based Relative and Absolute Mobility Measures

Author

Listed:
  • Emran, M. Shahe
  • Shilpi, Forhad

Abstract

Most of the household surveys available in developing countries suffer from sample truncation because coresidency is used to define household membership. This paper provides evidence on truncation bias in the rank-based relative and absolute mobility estimates in coresident samples, and compares with the bias in intergenerational regression coefficient (IGRC) and intergenerational correlation (IGC). Using surveys from Bangladesh and India that include non-resident children, we find that the slope estimates are biased downward, while the intercept estimates are biased upward, but expected years of schooling conditional on parental education are overestimated in coresident samples. The downward bias in rank correlation is much smaller than that in IGRC, and comparable to that in IGC. The upward bias in the intercept is the largest in the regression used for IGC. Truncation bias in rank-based absolute mobility estimates is the lowest in most cases. The results add to an emerging body of evidence that the rank-based measures are more robust than the widely-used IGRC and IGC in estimating intergenerational mobility with incomplete data.

Suggested Citation

  • Emran, M. Shahe & Shilpi, Forhad, 2017. "Estimating Intergenerational Mobility with Incomplete Data: Coresidency and Truncation Bias in Rank-Based Relative and Absolute Mobility Measures," MPRA Paper 80724, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:80724
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/80724/9/MPRA_paper_80724.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    3. 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.
    4. 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.
    5. Miles Corak & Andrew Heisz, 1999. "The Intergenerational Earnings and Income Mobility of Canadian Men: Evidence from Longitudinal Income Tax Data," Journal of Human Resources, University of Wisconsin Press, vol. 34(3), pages 504-533.
    6. M. Shahe Emran & Forhad Shilpi, 2011. "Intergenerational Occupational Mobility in Rural Economy: Evidence from Nepal and Vietnam," Journal of Human Resources, University of Wisconsin Press, vol. 46(2), pages 427-458.
    7. 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.
    8. Bloom, David E. & Killingsworth, Mark R., 1985. "Correcting for truncation bias caused by a latent truncation variable," Journal of Econometrics, Elsevier, vol. 27(1), pages 131-135, January.
    9. Hertz Tom & Jayasundera Tamara & Piraino Patrizio & Selcuk Sibel & Smith Nicole & Verashchagina Alina, 2008. "The Inheritance of Educational Inequality: International Comparisons and Fifty-Year Trends," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(2), pages 1-48, January.
    10. 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.
    11. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2005. "Why the Apple Doesn't Fall Far: Understanding Intergenerational Transmission of Human Capital," American Economic Review, American Economic Association, vol. 95(1), pages 437-449, March.
    12. Black, Sandra E. & Devereux, Paul J., 2011. "Recent Developments in Intergenerational Mobility," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 16, pages 1487-1541, Elsevier.
    13. Mehtabul Azam, 2015. "Intergenerational Occupational Mobility among Men in India," Journal of Development Studies, Taylor & Francis Journals, vol. 51(10), pages 1389-1408, October.
    14. 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.
    15. Margaret Grosh & Paul Glewwe, 2000. "Designing Household Survey Questionnaires for Developing Countries : Lessons from 15 Years of the Living Standards Measurement Study, Volume 2," World Bank Publications - Books, The World Bank Group, number 15194.
    16. Björklund, Anders & Salvanes, Kjell G., 2011. "Education and Family Background: Mechanisms and Policies," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 3, pages 201-247, Elsevier.
    17. 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.
    18. 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.
    19. Hausman, Jerry A & Wise, David A, 1977. "Social Experimentation, Truncated Distributions, and Efficient Estimation," Econometrica, Econometric Society, vol. 45(4), pages 919-938, May.
    20. Solon, Gary, 1999. "Intergenerational mobility in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 29, pages 1761-1800, Elsevier.
    21. Margaret Grosh & Paul Glewwe, 2000. "Designing Household Survey Questionnaires for Developing Countries : Lessons from 15 Years of the Living Standards Measurement Study, Volume 3," World Bank Publications - Books, The World Bank Group, number 15195.
    22. Sanford V. Berg, 1976. "Annals of Economic and Social Measurement, Volume 5, number 4," NBER Books, National Bureau of Economic Research, Inc, number aesm76-4.
    23. Thomas, Duncan, 1996. "Education across Generations in South Africa," American Economic Review, American Economic Association, vol. 86(2), pages 330-334, May.
    24. Ahsan, Reshad N. & Chatterjee, Arpita, 2017. "Trade liberalization and intergenerational occupational mobility in urban India," Journal of International Economics, Elsevier, vol. 109(C), pages 138-152.
    25. Solon, Gary, 1992. "Intergenerational Income Mobility in the United States," American Economic Review, American Economic Association, vol. 82(3), pages 393-408, June.
    26. Raghuram G. Rajan, 2010. "Fault Lines: How Hidden Fractures Still Threaten the World Economy," Economics Books, Princeton University Press, edition 1, number 9111.
    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. 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.
    2. Finaret, Amelia B. & Masters, William A., 2020. "Can shorter mothers have taller children? Nutritional mobility, health equity and the intergenerational transmission of relative height," Economics & Human Biology, Elsevier, vol. 39(C).
    3. Gu, Xiang & Hua, Sheng & McKenzie, Tom & Zheng, Yanqiao, 2022. "Like father, like son? Parental input, access to higher education, and social mobility in China," China Economic Review, Elsevier, vol. 72(C).
    4. Florencia Torche, 2019. "Educational mobility in developing countries," WIDER Working Paper Series wp-2019-88, World Institute for Development Economic Research (UNU-WIDER).
    5. Muñoz, Ercio & Siravegna, Mariel, 2023. "When Measure Matters: Coresidence Bias and Integenerational Mobility Revisited," IDB Publications (Working Papers) 12832, Inter-American Development Bank.
    6. Jiawei Wu & Guillaume Marois, 2024. "Education Policies and Intergenerational Educational Mobility in China: New Evidence for the 1986–95 Birth Cohort," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 43(3), pages 1-12, June.
    7. Xu Sun & Xiaolu Lei & Baisen Liu, 2021. "Mobility Divergence in China? Complete Comparisons of Social Class Mobility and Income Mobility," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 153(2), pages 687-709, January.
    8. 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.

    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. M. Shahe Emran & William Greene & Forhad Shilpi, 2018. "When Measure Matters: Coresidency, Truncation Bias, and Intergenerational Mobility in Developing Countries," Journal of Human Resources, University of Wisconsin Press, vol. 53(3), pages 589-607.
    2. Emran, M. Shahe & Greene, William H & Shilpi, Forhad, 2015. "When measure matters: coresident sample selection bias in estimating intergenerational mobility in developing countries," MPRA Paper 65920, University Library of Munich, Germany.
    3. Emran, M. Shahe & Jiang, Hanchen & Shilpi, Forhad, 2021. "Is Gender Destiny? Gender Bias and Intergenerational Educational Mobility in India," GLO Discussion Paper Series 807, Global Labor Organization (GLO).
    4. 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.
    5. Emran, M. Shahe & Sun, Yan, 2014. "Are the Children of Uneducated Farmers Doubly Doomed? Farm, Nonfarm and Intergenerational Educational Mobility in Rural China," MPRA Paper 59230, University Library of Munich, Germany.
    6. 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.
    7. Emran, M. Shahe & Jiang, Hanchen & Shilpi, Forhad, 2020. "Gender Bias and Intergenerational Educational Mobility: Theory and Evidence from China and India," GLO Discussion Paper Series 497, Global Labor Organization (GLO).
    8. Aydemir, Abdurrahman B. & Yazici, Hakki, 2019. "Intergenerational education mobility and the level of development," European Economic Review, Elsevier, vol. 116(C), pages 160-185.
    9. 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.
    10. Emran,M. Shahe & Sun,Yan - GSP05, 2015. "Are the children of uneducated farmers doubly disadvantaged ? farm, nonfarm and intergenerational educational mobility in rural China," Policy Research Working Paper Series 7459, The World Bank.
    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. 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.
    13. Ahsan, Md. Nazmul & Emran, M. Shahe & Jiang, Hanchen & Shilpi, Forhad, 2022. "What the Mean Measures of Mobility Miss: Learning About Intergenerational Mobility from Conditional Variance," GLO Discussion Paper Series 1097, Global Labor Organization (GLO).
    14. Doruk, Ömer Tuğsal & Pastore, Francesco & Yavuz, Hasan Bilgehan, 2022. "Intergenerational mobility: An assessment for Latin American countries," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 141-157.
    15. Cobb-Clark, Deborah A. & Dahmann, Sarah C. & Salamanca, Nicolás & Zhu, Anna, 2022. "Intergenerational disadvantage: Learning about equal opportunity from social assistance receipt," Labour Economics, Elsevier, vol. 79(C).
    16. Carsten Andersen, 2019. "Intergenerational Health Mobility: Evidence from Danish Registers," Economics Working Papers 2019-04, Department of Economics and Business Economics, Aarhus University.
    17. Shahe Emran & Forhad Shilpi, 2019. "Economic approach to intergenerational mobility: Measures, methods, and challenges in developing countries," WIDER Working Paper Series wp-2019-98, World Institute for Development Economic Research (UNU-WIDER).
    18. Orhan Torul & Oguz Oztunali, 2017. "Intergenerational Educational Mobility in Europe," Working Papers 2017/03, Bogazici University, Department of Economics.
    19. Tharcisio Leone, 2019. "The Geography of Intergenerational Mobility: Evidence of Educational Persistence and the “Great Gatsby Curve" in Brazil," Documentos de Trabajo 17526, The Latin American and Caribbean Economic Association (LACEA).
    20. Leone, Tharcisio, 2021. "The gender gap in intergenerational mobility," World Development Perspectives, Elsevier, vol. 21(C).

    More about this item

    Keywords

    Rank correlation; Rank-based Absolute Mobility; Coresidency; Truncation Bias; Intergenerational Mobility; Developing Countries; Intergenerational Regression Coefficient (IGRC); Intergenerational Correlation (IGC); Bangladesh; India;
    All these keywords.

    JEL classification:

    • I3 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty
    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development

    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:pra:mprapa:80724. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.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.