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Match Bias from Earnings Imputation in the Current Population Survey: The Case of Imperfect Matching

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Cited by:

  1. Jeremy J. Nalewaik, 2014. "Missing Variation in the Great Moderation: Lack of Signal Error and OLS Regression," Finance and Economics Discussion Series 2014-27, Board of Governors of the Federal Reserve System (U.S.).
  2. Ziliak, James P. & Hardy, Bradley & Bollinger, Christopher, 2011. "Earnings volatility in America: Evidence from matched CPS," Labour Economics, Elsevier, vol. 18(6), pages 742-754.
  3. Winters, John V., 2022. "Minimum Wages and Restaurant Employment for Teens and Adults in Metropolitan and Non-metropolitan Areas," IZA Discussion Papers 15499, Institute of Labor Economics (IZA).
  4. Matthew S. Rutledge & Steven A. Sass & Jorge D. Ramos-Mercado, 2017. "How Does Occupational Access for Older Workers Differ by Education?," Journal of Labor Research, Springer, vol. 38(3), pages 283-305, September.
  5. Bruce D. Meyer & Nikolas Mittag, 2015. "Using Linked Survey and Administrative Data to Better Measure Income: Implications for Poverty, Program Effectiveness and Holes in the Safety Net," Upjohn Working Papers 15-242, W.E. Upjohn Institute for Employment Research.
  6. Christopher R. Bollinger & Barry T. Hirsch, 2013. "Is Earnings Nonresponse Ignorable?," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 407-416, May.
  7. Christos A. Makridis & Barry T. Hirsch, 2021. "The Labor Market Earnings of Veterans: Is Military Experience More or Less Valuable than Civilian Experience?," Journal of Labor Research, Springer, vol. 42(3), pages 303-333, December.
  8. Pia M. Orrenius & Madeline Zavodny, 2015. "The impact of E‐Verify mandates on labor market outcomes," Southern Economic Journal, John Wiley & Sons, vol. 81(4), pages 947-959, April.
  9. Macpherson, David A. & Hirsch, Barry, 2021. "Five Decades of Union Wages, Nonunion Wages, and Union Wage Gaps at Unionstats.com," IZA Discussion Papers 14398, Institute of Labor Economics (IZA).
  10. Seik Kim, "undated". "Economic Assimilation of Foreign-Born Workers in the United States: An Overlapping Rotating Panel Analysis," Working Papers UWEC-2008-19, University of Washington, Department of Economics.
  11. Christopher Bollinger & James P. Ziliak & Kenneth R. Troske, 2011. "Down from the Mountain: Skill Upgrading and Wages in Appalachia," Journal of Labor Economics, University of Chicago Press, vol. 29(4), pages 819-857.
  12. Nakabayashi, Masaki, 2011. "Schooling, employer learning, and internal labor market effect: Wage dynamics and human capital investment in the Japanese steel industry, 1930-1960s," MPRA Paper 30597, University Library of Munich, Germany.
  13. Hirsch, Barry, 2013. "An Anatomy of Public Sector Unions," IZA Discussion Papers 7313, Institute of Labor Economics (IZA).
  14. Meyer, Bruce D. & Mittag, Nikolas, 2017. "Using Linked Survey and Administrative Data to Better Measure Income: Implications for Poverty, Program Effectiveness and Holes in the Safety Net," IZA Discussion Papers 10943, Institute of Labor Economics (IZA).
  15. Bradley L. Hardy, 2017. "Income Instability And The Response Of The Safety Net," Contemporary Economic Policy, Western Economic Association International, vol. 35(2), pages 312-330, April.
  16. Eunice S. Han, 2024. "How did the COVID‐19 pandemic affect men's and women's returns to unionization?," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 63(2), pages 172-204, April.
  17. Siwei Cheng & Christopher R. Tamborini & ChangHwan Kim & Arthur Sakamoto, 2019. "Educational Variations in Cohort Trends in the Black-White Earnings Gap Among Men: Evidence From Administrative Earnings Data," Demography, Springer;Population Association of America (PAA), vol. 56(6), pages 2253-2277, December.
  18. Abhir Kulkarni & Barry T. Hirsch, 2021. "Revisiting Union Wage and Job Loss Effects Using the Displaced Worker Surveys," ILR Review, Cornell University, ILR School, vol. 74(4), pages 948-976, August.
  19. Blundell, Richard & Joyce, Robert & Norris Keiller, Agnes & Ziliak, James P., 2018. "Income inequality and the labour market in Britain and the US," Journal of Public Economics, Elsevier, vol. 162(C), pages 48-62.
  20. Guhan Venkatu, 2024. "Lower-Wage Workers in Ohio Have Seen Strong Wage Gains Since 2019," Cleveland Fed District Data Brief 98754, Federal Reserve Bank of Cleveland.
  21. Rodríguez-Oreggia, Eduardo & López-Videla, Bruno, 2015. "Imputación de ingresos laborales. Una aplicación con encuestas de empleo en México," El Trimestre Económico, Fondo de Cultura Económica, vol. 0(325), pages .117-146, enero-mar.
  22. Bradley Hardy & James P. Ziliak, 2014. "Decomposing Trends In Income Volatility: The “Wild Ride” At The Top And Bottom," Economic Inquiry, Western Economic Association International, vol. 52(1), pages 459-476, January.
  23. Ashworth, Jared & Ransom, Tyler, 2019. "Has the college wage premium continued to rise? Evidence from multiple U.S. surveys," Economics of Education Review, Elsevier, vol. 69(C), pages 149-154.
  24. Seik Kim, 2013. "Wage Mobility of Foreign-Born Workers in the United States," Journal of Human Resources, University of Wisconsin Press, vol. 48(3), pages 628-658.
  25. Thomas F. Crossley & Peter Levell & Stavros Poupakis, 2022. "Regression with an imputed dependent variable," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(7), pages 1277-1294, November.
  26. James P. Ziliak & Charles Hokayem & Christopher R. Bollinger, 2022. "Trends in Earnings Volatility Using Linked Administrative and Survey Data," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 41(1), pages 12-19, December.
  27. Aaron Sojourner & José Pacas, 2019. "The Relationship Between Union Membership and Net Fiscal Impact," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 58(1), pages 86-107, January.
  28. Klapper, Leora & Lusardi, Annamaria & Panos, Georgios A., 2013. "Financial literacy and its consequences: Evidence from Russia during the financial crisis," Journal of Banking & Finance, Elsevier, vol. 37(10), pages 3904-3923.
  29. Barry T. Hirsch & John V. Winters, 2014. "An Anatomy Of Racial and Ethnic Trends in Male Earnings in the U.S," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(4), pages 930-947, December.
  30. Barry T. Hirsch & Edward J. Schumacher, 2012. "Underpaid or Overpaid? Wage Analysis for Nurses Using Job and Worker Attributes," Southern Economic Journal, John Wiley & Sons, vol. 78(4), pages 1096-1119, April.
  31. Hirsch, Barry & Manzella, Julia, 2014. "Who Cares – and Does It Matter? Measuring Wage Penalties for Caring Work," IZA Discussion Papers 8388, Institute of Labor Economics (IZA).
  32. Barry T. Hirsch, 2008. "Sluggish Institutions in a Dynamic World: Can Unions and Industrial Competition Coexist?," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 153-176, Winter.
  33. Kimberly Bayard & Tomaz Cajner & Vivi Gregorich & Maria D. Tito, 2022. "Are Manufacturing Jobs Still Good Jobs? An Exploration of the Manufacturing Wage Premium," Finance and Economics Discussion Series 2022-011, Board of Governors of the Federal Reserve System (U.S.).
  34. Bruce D. Meyer & Wallace K. C. Mok & James X. Sullivan, 2015. "Household Surveys in Crisis," Journal of Economic Perspectives, American Economic Association, vol. 29(4), pages 199-226, Fall.
  35. Mittag, Nikolas, 2016. "Correcting for Misreporting of Government Benefits," IZA Discussion Papers 10266, Institute of Labor Economics (IZA).
  36. Kochi, Ikuho & Taylor, Laura O., 2011. "Risk Heterogeneity and the Value of Reducing Fatal Risks: Further Market-Based Evidence," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 2(3), pages 1-28, August.
  37. William E. Even & David A. Macpherson, 2019. "The Affordable Care Act and the Growth of Involuntary Part-Time Employment," ILR Review, Cornell University, ILR School, vol. 72(4), pages 955-980, August.
  38. Emily Isenberg & Liana Christin Landivar & Esther Mezey, 2013. "A Comparison Of Person-Reported Industry To Employer-Reported Industry In Survey And Administrative Data," Working Papers 13-47, Center for Economic Studies, U.S. Census Bureau.
  39. Anna Stansbury & Lawrence H. Summers, 2020. "The Declining Worker Power Hypothesis: An Explanation for the Recent Evolution of the American Economy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(1 (Spring), pages 1-96.
  40. James Marton & Aaron Yelowitz, 2015. "Health insurance generosity and conditional coverage: Evidence from medicaid managed care in Kentucky," Southern Economic Journal, John Wiley & Sons, vol. 82(2), pages 535-555, October.
  41. Joni Hersch & Jennifer Bennett Shinall, 2018. "Imputation Match Bias in Immigrant Wage Convergence," Demography, Springer;Population Association of America (PAA), vol. 55(4), pages 1475-1485, August.
  42. Bruce Meyer & Nikolas Mittag, 2017. "Using Linked Survey and Administrative Data to Better Measure Income: Implications for Poverty, Program Effectiveness and Holes in the Safety Net," Working Papers 2017-075, Human Capital and Economic Opportunity Working Group.
  43. Molly Dahl & Thomas DeLeire & Shannon Mok, 2012. "Food Insufficiency and Income Volatility in U.S. Households: The Effects of Imputed Earnings in the Survey of Income and Program Participation: Working Paper 2012-07," Working Papers 43137, Congressional Budget Office.
  44. Rebecca Diamond, 2017. "Housing Supply Elasticity and Rent Extraction by State and Local Governments," American Economic Journal: Economic Policy, American Economic Association, vol. 9(1), pages 74-111, February.
  45. Hirukawa, Masayuki & Prokhorov, Artem, 2018. "Consistent estimation of linear regression models using matched data," Journal of Econometrics, Elsevier, vol. 203(2), pages 344-358.
  46. Liu, Vivian Y.T. & Belfield, Clive R. & Trimble, Madeline J., 2015. "The medium-term labor market returns to community college awards: Evidence from North Carolina," Economics of Education Review, Elsevier, vol. 44(C), pages 42-55.
  47. Molly Dahl & Thomas DeLeire & Jonathan A. Schwabish, 2011. "Estimates of Year-to-Year Volatility in Earnings and in Household Incomes from Administrative, Survey, and Matched Data," Journal of Human Resources, University of Wisconsin Press, vol. 46(4), pages 750-774.
  48. James T. Bang & Aniruddha Mitra, 2009. "Brain Drain and Institutions of Governance: Educational Attainment of Immigrants to the US 1988-2000," Middlebury College Working Paper Series 0919, Middlebury College, Department of Economics.
  49. Orrenius, Pia M. & Zavodny, Madeline, 2014. "How Do E-Verify Mandates Affect Unauthorized Immigrant Workers?," IZA Discussion Papers 7992, Institute of Labor Economics (IZA).
  50. Rebecca R. Andridge & Roderick J. A. Little, 2010. "A Review of Hot Deck Imputation for Survey Non‐response," International Statistical Review, International Statistical Institute, vol. 78(1), pages 40-64, April.
  51. Thomas Ahn & Aaron Yelowitz, 2015. "The short-run impacts of Connecticut's paid sick leave legislation," Applied Economics Letters, Taylor & Francis Journals, vol. 22(15), pages 1267-1272, October.
  52. Fisher, Jonathan D. & Houseworth, Christina A., 2013. "Occupation inflation in the Current Population Survey," Journal of Economic and Social Measurement, IOS Press, issue 3, pages 243-261.
  53. Melvin Stephens & Takashi Unayama, 2019. "Estimating the Impacts of Program Benefits: Using Instrumental Variables with Underreported and Imputed Data," The Review of Economics and Statistics, MIT Press, vol. 101(3), pages 468-475, July.
  54. Winters, John V. & Hirsch, Barry, 2012. "An Anatomy of Racial and Ethnic Trends in Male Earnings," IZA Discussion Papers 6766, Institute of Labor Economics (IZA).
  55. Maasoumi, Esfandiar & Wang, Le, 2017. "What can we learn about the racial gap in the presence of sample selection?," Journal of Econometrics, Elsevier, vol. 199(2), pages 117-130.
  56. Barry T. Hirsch & David A. Macpherson & Anne E. Preston, 2018. "Nonprofit wages: theory and evidence," Chapters, in: Bruce A. Seaman & Dennis R. Young (ed.), Handbook of Research on Nonprofit Economics and Management, chapter 8, pages 146-179, Edward Elgar Publishing.
  57. Hirsch, Barry & Macpherson, David A. & Qu, Zichong (Tom), 2022. "Real Estate Agent Earnings and Local Housing Prices," IZA Discussion Papers 15300, Institute of Labor Economics (IZA).
  58. Brandyn F. Churchill & Joseph J. Sabia, 2019. "The Effects of Minimum Wages on Low‐Skilled Immigrants’ Wages, Employment, and Poverty," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 58(2), pages 275-314, April.
  59. Scotton, Carol R. & Taylor, Laura O., 2011. "Valuing risk reductions: Incorporating risk heterogeneity into a revealed preference framework," Resource and Energy Economics, Elsevier, vol. 33(2), pages 381-397, May.
  60. Misty Heggeness & Marta Murray-Close, 2019. "Manning Up and Womaning Down: How Husbands and Wives Report Earnings When She Earns More," Opportunity and Inclusive Growth Institute Working Papers 28, Federal Reserve Bank of Minneapolis.
  61. Sarah K. Burns & James P. Ziliak, 2017. "Identifying the Elasticity of Taxable Income," Economic Journal, Royal Economic Society, vol. 127(600), pages 297-329, March.
  62. Christopher R. Bollinger & Barry T. Hirsch, 2010. "GDP & Beyond – die europäische Perspektive," RatSWD Working Papers 165, German Data Forum (RatSWD).
  63. John M. Abowd & Ian M. Schmutte, 2015. "Economic Analysis and Statistical Disclosure Limitation," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 50(1 (Spring), pages 221-293.
  64. William E. Even & David A. Macpherson, 2012. "Is Bigger Still Better? The Decline of the Wage Premium at Large Firms," Southern Economic Journal, John Wiley & Sons, vol. 78(4), pages 1181-1201, April.
  65. David A. Macpherson & Barry T. Hirsch, 2023. "Five decades of CPS wages, methods, and union‐nonunion wage gaps at Unionstats.com," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 62(4), pages 439-452, October.
  66. Barry T. Hirsch, 2008. "Wage Gaps Large and Small," Southern Economic Journal, John Wiley & Sons, vol. 74(4), pages 914-933, April.
  67. John M. Abowd & Ian M. Schmutte, 2015. "Economic Analysis and Statistical Disclosure Limitation," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(1 (Spring), pages 221-293.
  68. David L. Schaffer & Joseph M. Westenberg, 2019. "Time Flexibility, Women’s Wages, and the Gender Wage Gap," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 47(2), pages 217-239, June.
  69. Ameri, Mason & Ali, Mohammad & Schur, Lisa & Kruse, Douglas L., 2019. "Disability and the Unionized Workplace," IZA Discussion Papers 12258, Institute of Labor Economics (IZA).
  70. Manju Puri & David T. Robinson, 2013. "The Economic Psychology of Entrepreneurship and Family Business," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 22(2), pages 423-444, June.
  71. Hirsch, Barry, 2006. "Wage Determination in the U.S. Airline Industry: Union Power under Product Market Constraints," IZA Discussion Papers 2384, Institute of Labor Economics (IZA).
  72. Meyer, Bruce D. & Mittag, Nikolas, 2021. "An empirical total survey error decomposition using data combination," Journal of Econometrics, Elsevier, vol. 224(2), pages 286-305.
  73. Li Tan, 2021. "Imputing Top‐Coded Income Data in Longitudinal Surveys," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(1), pages 66-87, February.
  74. Jain, Apoorva & Peter, Klara Sabirianova, 2017. "Limits to Wage Growth: Understanding the Wage Divergence between Immigrants and Natives," IZA Discussion Papers 10891, Institute of Labor Economics (IZA).
  75. Adam Bee & Joshua Mitchell & Nikolas Mittag & Jonathan Rothbaum & Carl Sanders & Lawrence Schmidt & Matthew Unrath, 2023. "National Experimental Wellbeing Statistics - Version 1," Working Papers 23-04, Center for Economic Studies, U.S. Census Bureau.
  76. Liu, Long, 2009. "On hourly wages and weekly earnings in the current population survey," Economics Letters, Elsevier, vol. 105(1), pages 113-116, October.
  77. Scotton Carol R., 2013. "New risk rates, inter-industry differentials and the magnitude of VSL estimates," Journal of Benefit-Cost Analysis, De Gruyter, vol. 4(1), pages 39-80, March.
  78. Bollinger, Christopher R. & Hirsch, Barry & Hokayem, Charles M. & Ziliak, James P., 2018. "Trouble in the Tails? What We Know about Earnings Nonresponse Thirty Years after Lillard, Smith, and Welch," IZA Discussion Papers 11710, Institute of Labor Economics (IZA).
  79. Jain, Apoorva & Peter, Klara Sabirianova, 2017. "A Joint Hazard-Longitudinal Model of the Timing of Migration, Immigrant Quality, and Labor Market Assimilation," IZA Discussion Papers 10887, Institute of Labor Economics (IZA).
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