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Match Bias in Wage Gap Estimates Due to Earnings Imputation

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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. Patrick Kline & Andres Santos, 2013. "Sensitivity to missing data assumptions: Theory and an evaluation of the U.S. wage structure," Quantitative Economics, Econometric Society, vol. 4(2), pages 231-267, July.
  3. Barry T. Hirsch, 2004. "Reconsidering Union Wage Effects: Surveying New Evidence on an Old Topic," Journal of Labor Research, Transaction Publishers, vol. 25(2), pages 233-266, April.
  4. 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.
  5. Winters, John V., 2009. "Wages and prices: Are workers fully compensated for cost of living differences?," Regional Science and Urban Economics, Elsevier, vol. 39(5), pages 632-643, September.
  6. David Card & Thomas Lemieux & W. Craig Riddell, 2020. "Unions and wage inequality: The roles of gender, skill and public sector employment," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 53(1), pages 140-173, February.
  7. James Peoples, 2013. "The Legacy of the Interstate Commerce Act and Labor: Legislation, Unionization, and Labor Earnings in Surface Transportation Services," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 43(1), pages 63-84, August.
  8. Blanchflower, David G. & Wainwright, Jon, 2005. "An Analysis of the Impact of Affirmative Action Programs on Self-Employment in the Construction Industry," IZA Discussion Papers 1856, Institute of Labor Economics (IZA).
  9. Elsby, Michael W.L., 2009. "Evaluating the economic significance of downward nominal wage rigidity," Journal of Monetary Economics, Elsevier, vol. 56(2), pages 154-169, March.
  10. Fredrik Andersson & Elizabeth E. Davis & Matthew L. Freedman & Julia I. Lane & Brian P. Mccall & Kristin Sandusky, 2012. "Decomposing the Sources of Earnings Inequality: Assessing the Role of Reallocation," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 51(4), pages 779-810, October.
  11. Hirsch, Barry T. & Schumacher, Edward J., 2005. "Classic or new monopsony? Searching for evidence in nursing labor markets," Journal of Health Economics, Elsevier, vol. 24(5), pages 969-989, September.
  12. Eric A. Verhoogen & Stephen V. Burks & Jeffrey P. Carpenter, 2007. "Fairness and Freight-Handlers: Local Labor Market Conditions and Wage-Fairness Perceptions in a Trucking Firm," ILR Review, Cornell University, ILR School, vol. 60(4), pages 477-498, July.
  13. Christopher R. Bollinger & Amitabh Chandra, 2005. "Iatrogenic Specification Error: A Cautionary Tale of Cleaning Data," Journal of Labor Economics, University of Chicago Press, vol. 23(2), pages 235-258, April.
  14. John Schmitt & Hye Jin Rho, 2008. "The Reagan Question: Are You Better Off Now Than You Were Eight Years Ago?," CEPR Reports and Issue Briefs 2008-27, Center for Economic and Policy Research (CEPR).
  15. Maury Gittleman & Mark A. Klee & Morris M. Kleiner, 2018. "Analyzing the Labor Market Outcomes of Occupational Licensing," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 57(1), pages 57-100, January.
  16. Christian Dustmann & Francesca Fabbri, 2005. "Gender and Ethnicity--Married Immigrants in Britain," Oxford Review of Economic Policy, Oxford University Press, vol. 21(3), pages 462-484, Autumn.
  17. 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.
  18. 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.
  19. Bruce D. Meyer & Nikolas Mittag, 2019. "An Empirical Total Survey Error Decomposition Using Data Combination," NBER Working Papers 25737, National Bureau of Economic Research, Inc.
  20. 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.
  21. Mittag, Nikolas, 2016. "Correcting for Misreporting of Government Benefits," IZA Discussion Papers 10266, Institute of Labor Economics (IZA).
  22. George J. Borjas & Rachel M. Friedberg, 2009. "Recent Trends in the Earnings of New Immigrants to the United States," Working Papers 2009-13, Brown University, Department of Economics.
  23. Callaway, Brantly & Collins, William J., 2018. "Unions, workers, and wages at the peak of the American labor movement," Explorations in Economic History, Elsevier, vol. 68(C), pages 95-118.
  24. David Blanchflower & Alex Bryson, 2004. "The Union Wage Premium in the US and the UK," CEP Discussion Papers dp0612, Centre for Economic Performance, LSE.
  25. Puhani, Patrick A., 2003. "A Test of the 'Krugman Hypothesis' for the United States, Britain, and Western Germany," ZEW Discussion Papers 03-18, ZEW - Leibniz Centre for European Economic Research.
  26. Haefke, Christian & Sonntag, Marcus & van Rens, Thijs, 2013. "Wage rigidity and job creation," Journal of Monetary Economics, Elsevier, vol. 60(8), pages 887-899.
  27. John Addison & Paulino Teixeira & Katalin Evers & Lutz Bellmann, 2014. "Indicative and Updated Estimates of the Collective Bargaining Premium in Germany," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 53(1), pages 125-156, January.
  28. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
  29. 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.
  30. 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.
  31. Andreas I. Mueller, 2017. "Separations, Sorting, and Cyclical Unemployment," American Economic Review, American Economic Association, vol. 107(7), pages 2081-2107, July.
  32. 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.
  33. John Abowd & John Haltiwanger & Julia Lane, 2009. "Wage Structure and Labor Mobility in the United States," NBER Chapters, in: The Structure of Wages: An International Comparison, pages 81-100, National Bureau of Economic Research, Inc.
  34. David Card & Jörg Heining & Patrick Kline, 2013. "Workplace Heterogeneity and the Rise of West German Wage Inequality," The Quarterly Journal of Economics, Oxford University Press, vol. 128(3), pages 967-1015.
  35. John Schmitt, 2009. "Unions and Upward Mobility for Service-Sector Workers," CEPR Reports and Issue Briefs 2009-14, Center for Economic and Policy Research (CEPR).
  36. 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.
  37. 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.
  38. Kevin E. Henrickson & Wesley W. Wilson, 2008. "Compensation, Unionization, and Deregulation in the Motor Carrier Industry," Journal of Law and Economics, University of Chicago Press, vol. 51(1), pages 153-177, February.
  39. Trick, Steven & Peoples, James, 2012. "Union compensation following intrastate deregulation: Evidence from the US trucking industry," Transport Policy, Elsevier, vol. 24(C), pages 10-18.
  40. Christopher R. Bollinger & Barry T. Hirsch, 2006. "Match Bias from Earnings Imputation in the Current Population Survey: The Case of Imperfect Matching," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 483-520, July.
  41. 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, revised 10 Dec 2019.
  42. Maury Gittleman & Brooks Pierce, 2012. "Compensation for State and Local Government Workers," Journal of Economic Perspectives, American Economic Association, vol. 26(1), pages 217-242, Winter.
  43. Jacqueline Agesa & Richard U. Agesa, 2012. "Imports, unionization and racial wage discrimination in the US," Applied Economics, Taylor & Francis Journals, vol. 44(3), pages 339-350, January.
  44. Patrick A. Puhani, 2008. "Transatlantic Differences in Labour Markets: Changes in Wage and Non‐Employment Structures in the 1980s and the 1990s," German Economic Review, Verein für Socialpolitik, vol. 9(3), pages 312-338, August.
  45. Patrick A. Puhani, 2008. "Transatlantic Differences in Labour Markets: Changes in Wage and Non‐Employment Structures in the 1980s and the 1990s," German Economic Review, Verein für Socialpolitik, vol. 9(3), pages 312-338, August.
  46. Pablo Ibarraran & Darren Lubotsky, 2007. "Mexican Immigration and Self-Selection: New Evidence from the 2000 Mexican Census," NBER Chapters, in: Mexican Immigration to the United States, pages 159-192, National Bureau of Economic Research, Inc.
  47. Addison, John T. & Surfield, Christopher J., 2005. "‘Atypical Work’ and Compensation," IZA Discussion Papers 1477, Institute of Labor Economics (IZA).
  48. Melly, Blaise, 2005. "Decomposition of differences in distribution using quantile regression," Labour Economics, Elsevier, vol. 12(4), pages 577-590, August.
  49. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2005. "Rising Wage Inequality: The Role of Composition and Prices," Harvard Institute of Economic Research Working Papers 2096, Harvard - Institute of Economic Research.
  50. James J. Heckman & Paul A. LaFontaine, 2006. "Bias-Corrected Estimates of GED Returns," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 661-700, July.
  51. Addison, John T. & Blackburn, McKinley L. & Cotti, Chad D., 2013. "Minimum wage increases in a recessionary environment," Labour Economics, Elsevier, vol. 23(C), pages 30-39.
  52. Daniel Borowczyk-Martins & Etienne Lalé, 2019. "Employment Adjustment and Part-Time Work: Lessons from the United States and the United Kingdom," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(1), pages 389-435, January.
  53. Audra J. Bowlus & Chris Robinson, 2012. "Human Capital Prices, Productivity, and Growth," American Economic Review, American Economic Association, vol. 102(7), pages 3483-3515, December.
  54. 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).
  55. David A. Green & James Townsend, 2010. "Understanding the wage patterns of Canadian less skilled workers: the role of implicit contracts," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 43(1), pages 373-403, February.
  56. Raul Ramos & Esteban Sanromá & Hipólito Simón, 2018. "Wage differentials by bargaining regime in Spain (2002-2014). An analysis using matched employer-employee data," Working Papers 2018/23, Institut d'Economia de Barcelona (IEB).
  57. John Schmitt, 2008. "The Union Wage Advantage for Low-Wage Workers," CEPR Reports and Issue Briefs 2008-17, Center for Economic and Policy Research (CEPR).
  58. Barry T. Hirsch, 2008. "Wage Gaps Large and Small," Southern Economic Journal, Southern Economic Association, vol. 74(4), pages 914-933, April.
  59. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2005. "Trends in U. S. Wage Inequality: Re-Assessing the Revisionists," Harvard Institute of Economic Research Working Papers 2095, Harvard - Institute of Economic Research.
  60. Richard McGregory & James Peoples, 2013. "Compensation of Foreign and Domestic Nurses in the US," Journal of Labor Research, Springer, vol. 34(2), pages 203-223, June.
  61. Edward Schumacher, 2009. "Does Public or Not-for-Profit Status Affect the Earnings of Hospital Workers?," Journal of Labor Research, Springer, vol. 30(1), pages 9-34, March.
  62. Fernando Rios-Avila & Barry T. Hirsch, 2014. "Unions, Wage Gaps, and Wage Dispersion: New Evidence from the Americas," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 53(1), pages 1-27, January.
  63. Bruce D. Meyer & Nikolas Mittag, 2019. "Combining Administrative and Survey Data to Improve Income Measurement," NBER Working Papers 25738, National Bureau of Economic Research, Inc.
  64. Dean Baker, 2008. "The Key to Stabilizing House Prices: Bring Them Down," CEPR Reports and Issue Briefs 2008-32, Center for Economic and Policy Research (CEPR).
  65. Nicholas Hill & Richard McGregory & James Peoples, 2018. "Noncitizen Employment and the Wages of Healthcare Support Workers in the US," Journal of Labor Research, Springer, vol. 39(4), pages 433-461, December.
  66. 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.
  67. 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.
  68. Hirsch, Barry, 2013. "An Anatomy of Public Sector Unions," IZA Discussion Papers 7313, Institute of Labor Economics (IZA).
  69. Elizabeth U. Cascio, 2009. "Do Investments in Universal Early Education Pay Off? Long-term Effects of Introducing Kindergartens into Public Schools," NBER Working Papers 14951, National Bureau of Economic Research, Inc.
  70. Cihan Bilginsoy, 2013. "Union Wage Gap in the U.S. Construction Sector: 1983–2007," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 52(3), pages 677-701, July.
  71. 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.
  72. Doruk Cengiz & Arindrajit Dube & Attila Lindner & Ben Zipperer, 2018. "The Effect of Minimum Wages on Low-Wage Jobs: Evidence from the United States Using a Bunching Estimator," CEP Discussion Papers dp1531, Centre for Economic Performance, LSE.
  73. 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.
  74. James P. Ziliak & Charles Hokayem & Christopher R. Bollinger, 2020. "Trends in Earnings Volatility using Linked Administrative and Survey Data," Working Papers 20-24, Center for Economic Studies, U.S. Census Bureau.
  75. Seah, Kelvin KC, 2018. "Immigrant educators and students’ academic achievement," Labour Economics, Elsevier, vol. 51(C), pages 152-169.
  76. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.),Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
  77. 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.
  78. Morikawa, Masayuki, 2010. "Labor unions and productivity: An empirical analysis using Japanese firm-level data," Labour Economics, Elsevier, vol. 17(6), pages 1030-1037, December.
  79. Blanchflower, David G., 2006. "A Cross-Country Study of Union Membership," IZA Discussion Papers 2016, Institute of Labor Economics (IZA).
  80. Doruk Cengiz & Arindrajit Dube & Attila Lindner & Ben Zipperer, 2019. "The Effect of Minimum Wages on Low-Wage Jobs," The Quarterly Journal of Economics, Oxford University Press, vol. 134(3), pages 1405-1454.
  81. Meyer, Bruce D. & Mittag, Nikolas, 2019. "Combining Administrative and Survey Data to Improve Income Measurement," IZA Discussion Papers 12266, Institute of Labor Economics (IZA).
  82. Thomas Crossley & Peter Levell & Stavros Poupakis, 2019. "Regression with an Imputed Dependent Variable," IFS Working Papers W19/16, Institute for Fiscal Studies.
  83. Thomas Lemieux, 2010. "What Do We Really Know About Changes in Wage Inequality?," NBER Chapters, in: Labor in the New Economy, pages 17-59, National Bureau of Economic Research, Inc.
  84. Föll, Tobias & Hartmann, Anna, 2019. "A Joint Theory of Polarization and Deunionization," Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 203558, Verein für Socialpolitik / German Economic Association.
  85. Christian Dustmann & Francesca Fabbri, 2005. "Gender and Ethnicity--Married Immigrants in Britain," Oxford Review of Economic Policy, Oxford University Press, vol. 21(3), pages 462-484, Autumn.
  86. Helge Sanner, 2006. "Imperfect goods and labor markets, and the union wage gap," Journal of Population Economics, Springer;European Society for Population Economics, vol. 19(1), pages 119-136, February.
  87. Hirukawa, Masayuki & Prokhorov, Artem, 2018. "Consistent estimation of linear regression models using matched data," Journal of Econometrics, Elsevier, vol. 203(2), pages 344-358.
  88. Geoff Lewis & Steven Stillman, 2007. "Regional economic performance in New Zealand: How does Auckland compare?," New Zealand Economic Papers, Taylor & Francis Journals, vol. 41(1), pages 29-68.
  89. Barry T. Hirsch & Edward J. Schumacher, 2012. "Underpaid or Overpaid? Wage Analysis for Nurses Using Job and Worker Attributes," Southern Economic Journal, Southern Economic Association, vol. 78(4), pages 1096-1119, April.
  90. 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.
  91. Anna Stansbury & Lawrence H. Summers, 2020. "The Declining Worker Power Hypothesis: An Explanation for the Recent Evolution of the American Economy," NBER Working Papers 27193, National Bureau of Economic Research, Inc.
  92. Janelle Jones & John Schmitt & Nicole Woo, 2014. "Women, Working Families, and Unions," CEPR Reports and Issue Briefs 2014-11, Center for Economic and Policy Research (CEPR).
  93. Cherrie Bucknor, 2016. "Black Workers, Unions, and Inequality," CEPR Reports and Issue Briefs 2016-14, Center for Economic and Policy Research (CEPR).
  94. Christopher R. Bollinger & Barry T. Hirsch, 2010. "GDP & Beyond – die europäische Perspektive," RatSWD Working Papers 165, German Data Forum (RatSWD).
  95. Edwards, Rebecca & Lange, Fabian, 2013. "The US Labor Market in 2030: A Scenario Based on Current Trends in Supply and Demand," IZA Discussion Papers 7825, Institute of Labor Economics (IZA).
  96. David Card & Thomas Lemieux & W. Craig Riddell, 2003. "Unionization and Wage Inequality: A Comparative Study of the U.S, the U.K., and Canada," NBER Working Papers 9473, National Bureau of Economic Research, Inc.
  97. 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.
  98. 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.
  99. Edward J. Schumacher, 2011. "Foreign‐born nurses in the US labor market," Health Economics, John Wiley & Sons, Ltd., vol. 20(3), pages 362-378, March.
  100. P. E. Gabriel & S. Schmitz, 2014. "A longitudinal analysis of the union wage premium for US workers," Applied Economics Letters, Taylor & Francis Journals, vol. 21(7), pages 487-489, May.
  101. Ameri, Mason & Ali, Mohammad & Schur, Lisa & Kruse, Douglas L., 2019. "Disability and the Unionized Workplace," IZA Discussion Papers 12258, Institute of Labor Economics (IZA).
  102. Meyer, Bruce D. & Mittag, Nikolas, 2019. "An Empirical Total Survey Error Decomposition Using Data Combination," IZA Discussion Papers 12151, Institute of Labor Economics (IZA).
  103. Joni Hersch, 2008. "Profiling the New Immigrant Worker: The Effects of Skin Color and Height," Journal of Labor Economics, University of Chicago Press, vol. 26(2), pages 345-386, April.
  104. Gabriele Beissel Durrant, 2009. "Imputation Methods for Handling Item-Nonresponse in the Social Sciences: A Methodological Review," Working Papers id:2007, eSocialSciences.
  105. Liu, Long, 2009. "On hourly wages and weekly earnings in the current population survey," Economics Letters, Elsevier, vol. 105(1), pages 113-116, October.
  106. 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.
  107. 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).
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