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A Note on Longitudinally Matching Current Population Survey (CPS) Respondents

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  • Brigitte C. Madrian
  • Lars John Lefgren

Abstract

In this paper, we propose an approach for evaluating the trade-offs inherent in different approaches used to match Current Population Survey (CPS) respondents across various CPS surveys. Because there is some measurement error in both the variables used to identify individuals over time and in the characteristics of individuals at any point in time, any procedure used to match CPS respondents has the possibility of both generating incorrect matches and failing to generate potentially valid matches. We propose using the information contained in the variable on whether an individual lived in the same house on March 1 of the previous year as a way to gauge these trade-offs. We find that as measured by reported residence one year ago, increasing the fraction of 'invalid' merges that are rejected usually comes at a cost of decreasing the fraction of 'valid' merges that are retained. However, there are clearly some approaches that are superior to others in the sense that they result in both a higher fraction of 'invalid' merges being rejected and a higher fraction of 'valid' merges being retained. The programs to implement CPS matching across years in this paper are available .

Suggested Citation

  • Brigitte C. Madrian & Lars John Lefgren, 1999. "A Note on Longitudinally Matching Current Population Survey (CPS) Respondents," NBER Technical Working Papers 0247, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberte:0247
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    References listed on IDEAS

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    1. David Neumark & William Wascher, 1995. "The Effects of Minimum Wages on Teenage Employment and Enrollment: Evidence from Matched CPS Surveys," NBER Working Papers 5092, National Bureau of Economic Research, Inc.
    2. Peracchi, Franco & Welch, Finis, 1994. "Trends in Labor Force Transitions of Older Men and Women," Journal of Labor Economics, University of Chicago Press, vol. 12(2), pages 210-242, April.
    3. Currie, Janet & Madrian, Brigitte C., 1999. "Health, health insurance and the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 50, pages 3309-3416, Elsevier.
    4. Madrian, Brigitte & Cutler, David, 1998. "Labor Market Responses to Rising Health Insurance Costs," Scholarly Articles 2643643, Harvard University Department of Economics.
    5. Lewis M. Segal & Daniel G. Sullivan, 1997. "The Growth of Temporary Services Work," Journal of Economic Perspectives, American Economic Association, vol. 11(2), pages 117-136, Spring.
    6. Evans, David S & Leighton, Linda S, 1989. "Some Empirical Aspects of Entrepreneurship," American Economic Review, American Economic Association, vol. 79(3), pages 519-535, June.
    7. David M. Cutler & Brigitte C. Madrian, 1998. "Labor Market Responses to Rising Health Insurance Costs: Evidence on Hours Worked," RAND Journal of Economics, The RAND Corporation, vol. 29(3), pages 509-530, Autumn.
    8. Finis Welch, 1993. "Matching the Current Population Surveys," Stata Technical Bulletin, StataCorp LP, vol. 2(12).
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    JEL classification:

    • C8 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs
    • D0 - Microeconomics - - General

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