Intergenerational mobility and sample selection in short panels
Using data from the first eleven waves of the BHPS, this paper measures the extent of the selection bias induced by adulthood and coresidence conditions - bias that is expected to be severe in short panels - on measures of intergenerational mobility in occupational prestige. We try to limit the impact of other selection biases, such as those induced by labour market restrictions that are typically imposed in intergenerational mobility studies, by using different measures of socioeconomic status that account for missing labour market information. We stress four main results. First, there is evidence of an underestimation of the true intergenerational elasticity, the extent of which ranges between 10 and 25 percent. Second, the proposed methods used to correct for the selection bias seem to be unable to attenuate it, except for the propensity score weighting procedure, which performs well in most circumstances. This result is confirmed both under the assumption of missing-at-random data as well as under the assumption of not-missing-at-random data. Third, the two previous sets of results (direction and extent of the bias, and differential abilities to correct for it) are also robust when we account for measurement error. Fourth, restricting the sample to a period shorter than the eleven waves under analysis leads to a severe sample selection bias. In the cases when the analysis is limited to four waves, this bias may range from 27 to 80 percent.
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- 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.
- Heisz, Andrew & Corak, Miles, 1998. "The Intergenerational Earnings and Income Mobility of Canadian Men: Evidence from Longitudinal Income Tax Data," Analytical Studies Branch Research Paper Series 1998113e, Statistics Canada, Analytical Studies Branch.
- Goldberger, Arthur S, 1989.
"Economic and Mechanical Models of Intergenerational Transmission,"
American Economic Review,
American Economic Association, vol. 79(3), pages 504-13, June.
- Goldberger, A.S., 1989. "Economic And Mechanical Models Of Intergenerational Transmission," Working papers 374, Wisconsin Madison - Social Systems.
- Ermisch, John & Di Salvo, Pamela, 1997. "The Economic Determinants of Young People's Household Formation," Economica, London School of Economics and Political Science, vol. 64(256), pages 627-44, November.
- Shea, John, 2000.
"Does parents' money matter?,"
Journal of Public Economics,
Elsevier, vol. 77(2), pages 155-184, August.
- Heckman, James, 2013.
"Sample selection bias as a specification error,"
Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
- O'Connell, Philip J. & Russell, Helen & FitzGerald, John, 2006. "Human Resources," Book Chapters, in: Morgenroth, Edgar (ed.), Ex-Ante Evaluation of the Investment Priorities for the National Development Plan 2007-2013 Economic and Social Research Institute (ESRI).
- Dearden, Lorraine & Machin, Stephen & Reed, Howard, 1997.
"Intergenerational Mobility in Britain,"
Royal Economic Society, vol. 107(440), pages 47-66, January.
- Lorraine Dearden & Stephen Machin & H Reed, 1996. "Intergenerational Mobility in Britain," CEP Discussion Papers dp0281, Centre for Economic Performance, LSE.
- Lorraine Dearden & Steve Machin & Howard Reed, 1995. "Intergenerational mobility in Britain," IFS Working Papers W95/20, Institute for Fiscal Studies.
- Alexandra L. Minicozzi, 2003. "Estimation of sons' intergenerational earnings mobility in the presence of censoring," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(3), pages 291-314.
- repec:ese:iserwp:2002-06 is not listed on IDEAS
- Bera, Anil K & Jarque, Carlos M & Lee, Lung-Fei, 1984. "Testing the Normality Assumption in Limited Dependent Variable Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(3), pages 563-78, October.
- 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.
- Kenneth A. Couch & Thomas A. Dunn, 1995. "Intergenerational Correlations in Labor Market Status: A Comparison of the United States and Germany," Discussion Papers of DIW Berlin 111, DIW Berlin, German Institute for Economic Research.
- Bjorklund, Anders & Jantti, Markus, 1997. "Intergenerational Income Mobility in Sweden Compared to the United States," American Economic Review, American Economic Association, vol. 87(5), pages 1009-18, December.
- Gary S. Becker & Nigel Tomes, 1994.
"Human Capital and the Rise and Fall of Families,"
in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education (3rd Edition), pages 257-298
National Bureau of Economic Research, Inc.
- Gary S. Becker & Nigel Tomes, . "Human Capital and the Rise and Fall of Families," University of Chicago - Population Research Center 84-10, Chicago - Population Research Center.
- Peter Gottschalk & John Fitzgerald & Robert Moffitt, 1997.
"An Analysis of the Impact of Sample Attrition on the Second Generation of Respondents in the Michigan Panel Study of Income Dynamics,"
Boston College Working Papers in Economics
399, Boston College Department of Economics.
- John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of the Impact of Sample Attrition on the Second Generation of Respondents in the Michigan Panel Study of Income Dynamics," Journal of Human Resources, University of Wisconsin Press, vol. 33(2), pages 300-344.
- Laura Chadwick & Gary Solon, 2002. "Intergenerational Income Mobility Among Daughters," American Economic Review, American Economic Association, vol. 92(1), pages 335-344, March.
- John M. Abowd & Bruno Crepon & Francis Kramarz, 1997.
"Moment Estimation with Attrition,"
NBER Technical Working Papers
0214, National Bureau of Economic Research, Inc.
- Nickell, Stephen, 1982. "The Determinants of Occupational Success in Britain," Review of Economic Studies, Wiley Blackwell, vol. 49(1), pages 43-53, January.
- Marianne E. Page & Gary Solon, 2003. "Correlations between sisters and neighbouring girls in their subsequent income as adults," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(5), pages 545-562.
- Francis Vella, 1998. "Estimating Models with Sample Selection Bias: A Survey," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 127-169.
- Haurin Donald R. & Hendershott Patric H. & Kim Dongwook, 1994. "Housing Decisions of American Youth," Journal of Urban Economics, Elsevier, vol. 35(1), pages 28-45, January.
- 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.
- Bhashkar Mazumder, 2002.
"Earnings Mobility in the US: A New Look at Intergenerational Inequality,"
02-11, Center for Economic Studies, U.S. Census Bureau.
- Bhashkar Mazumder, 2001. "Earnings mobility in the US: a new look at intergenerational inequality," Working Paper Series WP-01-18, Federal Reserve Bank of Chicago.
- Robert Erikson & John H. Goldthorpe, 2002. "Intergenerational Inequality: A Sociological Perspective," Journal of Economic Perspectives, American Economic Association, vol. 16(3), pages 31-44, Summer.
- Lee, Lung-Fei, 1984. "Tests for the Bivariate Normal Distribution in Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 52(4), pages 843-63, July.
- Ermisch, John, 1999. "Prices, Parents, and Young People's Household Formation," Journal of Urban Economics, Elsevier, vol. 45(1), pages 47-71, January.
- Grawe, Nathan D., 2003. "Life Cycle Bias in the Estimation of Intergenerational Earnings Persistence," Analytical Studies Branch Research Paper Series 2003207e, Statistics Canada, Analytical Studies Branch.
- Chesher, Andrew & Irish, Margaret, 1987. "Residual analysis in the grouped and censored normal linear model," Journal of Econometrics, Elsevier, vol. 34(1-2), pages 33-61.
- Samuel Bowles & Herbert Gintis, 2002. "The Inheritance of Inequality," Journal of Economic Perspectives, American Economic Association, vol. 16(3), pages 3-30, Summer.
- Ermisch, John & Francesconi, Marco, 2002.
"Intergenerational Social Mobility and Assortative Mating in Britain,"
IZA Discussion Papers
465, Institute for the Study of Labor (IZA).
- Couch, Kenneth A. & Lillard, Dean R., 1998. "Sample selection rules and the intergenerational correlation of earnings," Labour Economics, Elsevier, vol. 5(3), pages 313-329, September.
- Jeffrey M. Wooldridge, 2002. "Inverse probability weighted M-estimators for sample selection, attrition and stratification," CeMMAP working papers CWP11/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Solon, Gary, 1992. "Intergenerational Income Mobility in the United States," American Economic Review, American Economic Association, vol. 82(3), pages 393-408, June.
- 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.
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