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A meta-regression analysis on intergenerational transmission of education: publication bias and genuine empirical effect

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  • Nicolas Fleury

    (Centre Etudes & Prospective - Groupe ALPHA, EQUIPPE - Economie Quantitative, Intégration, Politiques Publiques et Econométrie - Université de Lille, Sciences et Technologies - Université de Lille, Sciences Humaines et Sociales - PRES Université Lille Nord de France - Université de Lille, Droit et Santé)

  • Fabrice Gilles

    (EQUIPPE - Economie Quantitative, Intégration, Politiques Publiques et Econométrie - Université de Lille, Sciences et Technologies - Université de Lille, Sciences Humaines et Sociales - PRES Université Lille Nord de France - Université de Lille, Droit et Santé, TEPP - Travail, Emploi et Politiques Publiques - UPEM - Université Paris-Est Marne-la-Vallée - CNRS - Centre National de la Recherche Scientifique)

Abstract

In this article, we evaluate to what extent parental education impacts the education of their children by using a meta-regression analysis. Since the mi-1970s, there is a large and growing literature that deals with the causal impact on parental education on children's education. Those studies exhibit a large range of values for the education transmission coefficient. We consider an alternative way to estimate a true effect of parent education, discussing the existing empirical literature by using a meta-regression analysis. Our database is composed of a large set of both published and unpublished papers written over the last 40 years (1974-2014). This database allows us to econometrically evaluate an effect of parents education on their children, irrespective of articles heterogeneity (data sources, included explanatory variables, econometric strategy, type of publication), and of publication bias. We find evidence for both a publication bias and a large transmission coefficient of education.

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  • Nicolas Fleury & Fabrice Gilles, 2015. "A meta-regression analysis on intergenerational transmission of education: publication bias and genuine empirical effect," Working Papers halshs-01143490, HAL.
    • Handle: RePEc:hal:wpaper:halshs-01143490
    Note: View the original document on HAL open archive server: https://shs.hal.science/halshs-01143490
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    1. Kenneth A. Couch & Thomas A. Dunn, 1997. "Intergenerational Correlations in Labor Market Status: A Comparison of the United States and Germany," Journal of Human Resources, University of Wisconsin Press, vol. 32(1), pages 210-232.
    2. Stanley, T.D. & Doucouliagos, Chris & Jarrell, Stephen B., 2008. "Meta-regression analysis as the socio-economics of economics research," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(1), pages 276-292, February.
    3. Ragui Assaad & Mohamed Saleh, 2018. "Does Improved Local Supply of Schooling Enhance Intergenerational Mobility in Education? Evidence from Jordan," The World Bank Economic Review, World Bank, vol. 32(3), pages 633-655.
    4. Anders Björklund & Mikael Lindahl & Erik Plug, 2006. "The Origins of Intergenerational Associations: Lessons from Swedish Adoption Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(3), pages 999-1028.
    5. Maurin, Eric & McNally, Sandra, 2005. "Vive la revolution! Long term returns of 1968 to the angry students," LSE Research Online Documents on Economics 3656, London School of Economics and Political Science, LSE Library.
    6. Mevlude Akbulut-Yuksel & Belgi Turan, 2013. "Left behind: intergenerational transmission of human capital in the midst of HIV/AIDS," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(4), pages 1523-1547, October.
    7. Sheila Krein & Andrea Beller, 1988. "Educational attainment of children from single-parent families: Differences by exposure, gender, and race," Demography, Springer;Population Association of America (PAA), vol. 25(2), pages 221-234, May.
    8. T. D. Stanley & Stephen B. Jarrell, 2005. "Meta‐Regression Analysis: A Quantitative Method of Literature Surveys," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 299-308, July.
    9. Tsou, Meng-Wen & Liu, Jin-Tan & Hammitt, James K., 2012. "The intergenerational transmission of education: Evidence from Taiwanese adoptions," Economics Letters, Elsevier, vol. 115(1), pages 134-136.
    10. Gary S. Becker & Nigel Tomes, 1994. "Human Capital and the Rise and Fall of Families," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 257-298, National Bureau of Economic Research, Inc.
    11. Jere R. Behrman & Mark R. Rosenzweig, 2002. "Does Increasing Women's Schooling Raise the Schooling of the Next Generation?," American Economic Review, American Economic Association, vol. 92(1), pages 323-334, March.
    12. Bruce Sacerdote, 2002. "The Nature and Nurture of Economic Outcomes," American Economic Review, American Economic Association, vol. 92(2), pages 344-348, May.
    13. Behrman, Jere & Tarbman, Paul, 1985. "Intergenerational Earnings Mobility in the United States: Some Estimates and a Test of Becker's Intergenerational Endowments Model," The Review of Economics and Statistics, MIT Press, vol. 67(1), pages 144-151, February.
    14. Kahanec, Martin & Yuksel, Mutlu, 2010. "Intergenerational Transfer of Human Capital under Post-War Distress: The Displaced and the Roma in the Former Yugoslavia," IZA Discussion Papers 5108, Institute of Labor Economics (IZA).
    15. Dumas, Christelle & Lambert, Sylvie, 2005. "Patterns of Intergenerational Transmission of Education: the case of Senegal," CEPREMAP Working Papers (Docweb) 0520, CEPREMAP.
    16. Orley Ashenfelter & Colm Harmon & Hessel Oosterbeek, 1999. "A Review of Estimates of the Schooling/Earnings Relationship, with Tests for Publication Bias," Working Papers 804, Princeton University, Department of Economics, Industrial Relations Section..
    17. Arleen Leibowitz, 1974. "Home Investments in Children," NBER Chapters, in: Economics of the Family: Marriage, Children, and Human Capital, pages 432-456, National Bureau of Economic Research, Inc.
    18. 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.
    19. Duflo, Esther & Glennerster, Rachel & Kremer, Michael, 2008. "Using Randomization in Development Economics Research: A Toolkit," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 61, pages 3895-3962, Elsevier.
    20. Robert Haveman & Barbara Wolfe, 1995. "The Determinants of Children's Attainments: A Review of Methods and Findings," Journal of Economic Literature, American Economic Association, vol. 33(4), pages 1829-1878, December.
    21. Anger, Silke & Heineck, Guido, 2010. "Do Smart Parents Raise Smart Children? The Intergenerational Transmission of Cognitive Abilities," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 23, pages 1105-1132.
    22. Erik Plug, 2004. "Estimating the Effect of Mother's Schooling on Children's Schooling Using a Sample of Adoptees," American Economic Review, American Economic Association, vol. 94(1), pages 358-368, March.
    23. Hertz, Tom & Meurs, Mieke & Selcuk, Sibel, 2009. "The Decline in Intergenerational Mobility in Post-Socialism: Evidence from the Bulgarian Case," World Development, Elsevier, vol. 37(3), pages 739-752, March.
    24. Tilman Brück & Damir Esenaliev, 2013. "Post-Socialist Transition and the Intergenerational Transmission of Education in Kyrgyzstan," Discussion Papers of DIW Berlin 1284, DIW Berlin, German Institute for Economic Research.
    25. T. D. Stanley, 2005. "Beyond Publication Bias," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 309-345, July.
    26. Luca Stella, 2013. "Intergenerational transmission of human capital in Europe: evidence from SHARE," IZA Journal of European Labor Studies, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-24, December.
    27. Monique De Haan & Erik Plug, 2011. "Estimating intergenerational schooling mobility on censored samples: consequences and remedies," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(1), pages 151-166, January/F.
    28. Amin, Vikesh & Lundborg, Petter & Rooth, Dan-Olof, 2011. "Mothers Do Matter: New Evidence on the Effect of Parents' Schooling on Children's Schooling Using Swedish Twin Data," IZA Discussion Papers 5946, Institute of Labor Economics (IZA).
    29. Björklund, Anders & Lindahl, Mikael & Plug, Erik, 2004. "Intergenerational Effects in Sweden: What Can We Learn from Adoption Data?," IZA Discussion Papers 1194, Institute of Labor Economics (IZA).
    30. Chiara Pronzato, 2012. "An examination of paternal and maternal intergenerational transmission of schooling," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(2), pages 591-608, January.
    31. Helena Holmlund & Mikael Lindahl & Erik Plug, 2011. "The Causal Effect of Parents' Schooling on Children's Schooling: A Comparison of Estimation Methods," Journal of Economic Literature, American Economic Association, vol. 49(3), pages 615-651, September.
    32. Mikael Lindahl & Mårten Palme & Sofia Sandgren-Massih & Anna Sjögren, 2014. "A Test of the Becker-Tomes Model of Human Capital Transmission Using Microdata on Four Generations," Journal of Human Capital, University of Chicago Press, vol. 8(1), pages 80-96.
    33. Bruce Sacerdote, 2004. "What Happens When We Randomly Assign Children to Families?," NBER Working Papers 10894, National Bureau of Economic Research, Inc.
    34. Jonna P. Estudillo & JAgnes R. Quisumbing & JoKeijiro Otsuka, 2001. "Gender Differences in Land Inheritance and Schooling Investments in the Rural Philippines," Land Economics, University of Wisconsin Press, vol. 77(1), pages 130-143.
    35. T.D. Stanley & Hristos Doucouliagos & Margaret Giles & Jost Heckemeyer & Robert Johnston & Patrice Laroche & Jon Nelson & Martin Paldam & Jacques Poot & Geoff Pugh & Randall Rosenberger & Katja Rost, 2013. "Meta-analysis of economics research reporting guidelines," Post-Print hal-02137661, HAL.
    36. Kate L. Antonovics & Arthur S. Goldberger, 2005. "Does Increasing Women's Schooling Raise the Schooling of the Next Generation? Comment," American Economic Review, American Economic Association, vol. 95(5), pages 1738-1744, December.
    37. Bruce Sacerdote, 2007. "How Large are the Effects from Changes in Family Environment? A Study of Korean American Adoptees," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 119-157.
    38. Michael Kremer, 1997. "How Much does Sorting Increase Inequality?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 115-139.
    39. Daouli, Joan & Demoussis, Michael & Giannakopoulos, Nicholas, 2010. "Mothers, fathers and daughters: Intergenerational transmission of education in Greece," Economics of Education Review, Elsevier, vol. 29(1), pages 83-93, February.
    40. Eric Maurin & Sandra McNally, 2008. "Vive la Révolution! Long-Term Educational Returns of 1968 to the Angry Students," Journal of Labor Economics, University of Chicago Press, vol. 26(1), pages 1-33.
    41. Erik Plug & Wim Vijverberg, 2005. "Does Family Income Matter for Schooling Outcomes? Using Adoptees as a Natural Experiment," Economic Journal, Royal Economic Society, vol. 115(506), pages 879-906, October.
    42. 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.
    43. Jere R. Behrman & Mark R. Rosenzweig, 2004. "Returns to Birthweight," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 586-601, May.
    44. Ashenfelter, Orley & Harmon, Colm & Oosterbeek, Hessel, 1999. "A review of estimates of the schooling/earnings relationship, with tests for publication bias," Labour Economics, Elsevier, vol. 6(4), pages 453-470, November.
    45. Holmlund, Helena, 2006. "Intergenerational Mobility and Assortative Mating. Effects of an Educational Reform," Working Paper Series 4/2006, Stockholm University, Swedish Institute for Social Research.
    46. T.D. Stanley & Hristos Doucouliagos & Margaret Giles & Jost H. Heckemeyer & Robert J. Johnston & Patrice Laroche & Jon P. Nelson & Martin Paldam & Jacques Poot & Geoff Pugh & Randall S. Rosenberger & , 2013. "Meta-Analysis Of Economics Research Reporting Guidelines," Journal of Economic Surveys, Wiley Blackwell, vol. 27(2), pages 390-394, April.
    47. Arleen Leibowitz, 1974. "Home Investments in Children," NBER Chapters, in: Marriage, Family, Human Capital, and Fertility, pages 111-135, National Bureau of Economic Research, Inc.
    48. Enkelejda Havari & Marco Savegnago, 2013. "The causal effect of parents� schooling on children�s schooling in Europe. A new IV approach," Working Papers 2013:30, Department of Economics, University of Venice "Ca' Foscari".
    49. T. D. Stanley, 2001. "Wheat from Chaff: Meta-analysis as Quantitative Literature Review," Journal of Economic Perspectives, American Economic Association, vol. 15(3), pages 131-150, Summer.
    50. Leibowitz, Arleen, 1974. "Home Investments in Children," Journal of Political Economy, University of Chicago Press, vol. 82(2), pages 111-131, Part II, .
    51. 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.
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    2. John P. A. Ioannidis & T. D. Stanley & Hristos Doucouliagos, 2017. "The Power of Bias in Economics Research," Economic Journal, Royal Economic Society, vol. 127(605), pages 236-265, October.
    3. repec:wly:econjl:v::y:2017:i:605:p:f236-f265 is not listed on IDEAS
    4. Havranek, Tomas & Irsova, Zuzana & Zeynalova, Olesia, 2017. "Tuition Reduces Enrollment Less Than Commonly Thought," MPRA Paper 78813, University Library of Munich, Germany.

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