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What Do We Really Know About Wages: The Importance of Nonreporting and Census Imputation

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Cited by:

  1. 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.
  2. Iván Fernández‐Val & Aico van Vuuren & Francis Vella & Franco Peracchi, 2024. "Hours worked and the US distribution of real annual earnings 1976–2019," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(4), pages 659-678, June.
  3. William J Carrington & John L Eltinge & Kristin McCue, 2000. "An Economist's Primer on Survey Samples," Working Papers 00-15, Center for Economic Studies, U.S. Census Bureau.
  4. Daniela Casale & Dorrit Posel, 2006. "‘Who replies in brackets and what are the implications for earnings estimates? An analysis of earnings data from South Africa’," Working Papers 007, Economic Research Southern Africa.
  5. Caterina Giusti, 2009. "Multiple Imputation of Missing Income Data in the Survey on Income and Living Conditions," Rivista di statistica ufficiale, ISTAT - Italian National Institute of Statistics - (Rome, ITALY), vol. 11(2-3), pages 63-80, January.
  6. Engelhardt, Gary V. & Purcell, Patrick J., 2021. "The minimum wage and annual earnings inequality," Economics Letters, Elsevier, vol. 207(C).
  7. Bart H. H. Golsteyn & Stefa Hirsch, 2019. "Are estimates of intergenerational mobility biased by non-response? Evidence from the Netherlands," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 52(1), pages 29-63, January.
  8. 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.
  9. Lawrence F. Katz & Kevin M. Murphy, 1992. "Changes in Relative Wages, 1963–1987: Supply and Demand Factors," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(1), pages 35-78.
  10. 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.
  11. Brunori, Paolo & Salas-Rojo, Pedro & Verme, Paolo, 2022. "Estimating Inequality with Missing Incomes," GLO Discussion Paper Series 1138, Global Labor Organization (GLO).
  12. Claudia Goldin & Lawrence F. Katz, 1999. "Education and Income in the Early 20th Century: Evidence from the Prairies," NBER Working Papers 7217, National Bureau of Economic Research, Inc.
  13. Alfonso Miranda & Sophia Rabe-Hesketh & John W. McDonald, 2012. "Reducing bias due to missing values of the response variable by joint modeling with an auxiliary variable," DoQSS Working Papers 12-05, Quantitative Social Science - UCL Social Research Institute, University College London.
  14. Mark E. Schweitzer & Eric K. Severance-Lossin, 1996. "Rounding in earnings data," Working Papers (Old Series) 9612, Federal Reserve Bank of Cleveland.
  15. repec:dau:papers:123456789/10929 is not listed on IDEAS
  16. Richard Vedder & Lowell Gallaway & David Sollars, 1988. "The Tullock-Bastiat hypothesis, inequality-transfer curve and the natural distribution of income," Public Choice, Springer, vol. 56(3), pages 285-294, March.
  17. Ivan Fernandez-Val & Franco Peracchi & Francis Vella & Aico van Vuuren, 2019. "Decomposing Changes in the Distribution of Real Hourly Wages in the U.S," CeMMAP working papers CWP61/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  18. Barry T. Hirsch & Edward J. Schumacher, 2004. "Match Bias in Wage Gap Estimates Due to Earnings Imputation," Journal of Labor Economics, University of Chicago Press, vol. 22(3), pages 689-722, July.
  19. Charlotte Guénard & Sandrine Mesplé-Somps, 2004. "Measuring inequalities: Do the surveys give the real picture? Study of two surveys in Cote d’Ivoire and Madagascar," Working Papers DT/2004/13, DIAL (Développement, Institutions et Mondialisation), revised Dec 2004.
  20. Bruce D. Meyer & Derek Wu & Victoria R. Mooers & Carla Medalia, 2019. "The Use and Misuse of Income Data and Extreme Poverty in the United States," NBER Working Papers 25907, National Bureau of Economic Research, Inc.
  21. P. Brady & M. Wiseman, "undated". "Welfare Reform and the Labor Market: Earnings Potential and Welfare Benefits in California, 1972–1994," Institute for Research on Poverty Discussion Papers 1128-97, University of Wisconsin Institute for Research on Poverty.
  22. 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.
  23. David Fogarty & John Blake, 2002. "Utilising Recent Advancements in Techniques for the Analysis of Incomplete Multivariate Data to Improve the Data Quality Management of Current Academic Research," Quality & Quantity: International Journal of Methodology, Springer, vol. 36(3), pages 277-289, August.
  24. Blau, Francine D & Beller, Andrea H, 1992. "Black-White Earnings over the 1970s and 1980s: Gender Differences in Trends," The Review of Economics and Statistics, MIT Press, vol. 74(2), pages 276-286, May.
  25. Bound, John & Krueger, Alan B, 1991. "The Extent of Measurement Error in Longitudinal Earnings Data: Do Two Wrongs Make a Right?," Journal of Labor Economics, University of Chicago Press, vol. 9(1), pages 1-24, January.
  26. McKinley L. Blackburn & David E. Bloom, 1993. "The Distribution of Family Income: Measuring and Explaining Changes in the 1980s for Canada and the United States," NBER Chapters, in: Small Differences That Matter: Labor Markets and Income Maintenance in Canada and the United States, pages 233-266, National Bureau of Economic Research, Inc.
  27. Card, David & Lemieux, Thomas, 1996. "Wage dispersion, returns to skill, and black-white wage differentials," Journal of Econometrics, Elsevier, vol. 74(2), pages 319-361, October.
  28. Shu-Hui Hsieh & Shen-Ming Lee & Chin-Shang Li, 2022. "A Two-stage Multilevel Randomized Response Technique With Proportional Odds Models and Missing Covariates," Sociological Methods & Research, , vol. 51(1), pages 439-467, February.
  29. Riphahn, Regina, 1999. "Immigrant Participation in Social Assistance Programs: Evidence from German Guestworkers," CEPR Discussion Papers 2318, C.E.P.R. Discussion Papers.
  30. Anton Korinek & Johan Mistiaen & Martin Ravallion, 2006. "Survey nonresponse and the distribution of income," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 4(1), pages 33-55, April.
  31. Satya Paul & Ahmad Assadzadeh, 2001. "Empirical earnings functions for Iran," Applied Economics, Taylor & Francis Journals, vol. 33(1), pages 11-21.
  32. Vladimir Hlasny & Paolo Verme, 2022. "The Impact of Top Incomes Biases on the Measurement of Inequality in the United States," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(4), pages 749-788, August.
  33. 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.
  34. Arline Geronimus & John Bound & Timothy Waidmann & Cynthia Colen & Dianne Steffick, 2001. "Inequality in life expectancy, functional status, and active life expectancy across selected black and white populations in the United States," Demography, Springer;Population Association of America (PAA), vol. 38(2), pages 227-251, May.
  35. Patricia M. Anderson & Bruce D. Meyer, 1994. "The Extent and Consequences of Job Turnover," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 25(1994 Micr), pages 177-248.
  36. Meyer, Bruce D. & Mittag, Nikolas, 2019. "Combining Administrative and Survey Data to Improve Income Measurement," IZA Discussion Papers 12266, Institute of Labor Economics (IZA).
  37. Steve J. Davis & John Haltiwanger, 1991. "Wage Dispersion Between and Within U.S. Manufacturing Plants, 1963-1986," NBER Working Papers 3722, National Bureau of Economic Research, Inc.
  38. Terence Chai Cheng & Anthony Scott & Sung‐Hee Jeon & Guyonne Kalb & John Humphreys & Catherine Joyce, 2012. "What Factors Influence The Earnings Of General Practitioners And Medical Specialists? Evidence From The Medicine In Australia: Balancing Employment And Life Survey," Health Economics, John Wiley & Sons, Ltd., vol. 21(11), pages 1300-1317, November.
  39. Allen M. Featherstone & Timothy A. Park & Jeremy G. Weber, 2012. "Keeping ARMS relevant: extracting additional information from ARMS," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 72(2), pages 233-246, July.
  40. Korinek, Anton & Mistiaen, Johan A. & Ravallion, Martin, 2007. "An econometric method of correcting for unit nonresponse bias in surveys," Journal of Econometrics, Elsevier, vol. 136(1), pages 213-235, January.
  41. McGovern, Mark E. & Canning, David & Bärnighausen, Till, 2018. "Accounting for non-response bias using participation incentives and survey design: An application using gift vouchers," Economics Letters, Elsevier, vol. 171(C), pages 239-244.
  42. Christian Dustmann & Francesca Fabbri, 2005. "Gender and Ethnicity--Married Immigrants in Britain," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 21(3), pages 462-484, Autumn.
  43. John A. Bishop & John P. Formby & Paul D. Thistle, 1999. "Mitigating Earnings Imputation Bias: Evidence from the CPS," Working Papers 9914, East Carolina University, Department of Economics.
  44. Regina Riphahn & Oliver Serfling, 2005. "Item non-response on income and wealth questions," Empirical Economics, Springer, vol. 30(2), pages 521-538, September.
  45. Stocké, Volker, 2004. "Attitudes toward surveys, attitude accessibility and the effect on respondents' susceptibility to nonresponse," Papers 04-30, Sonderforschungsbreich 504.
  46. 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).
  47. 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.
  48. Mistiaen, Johan A. & Ravallion, Martin, 2003. "Survey compliance and the distribution of income," Policy Research Working Paper Series 2956, The World Bank.
  49. Charles F. Manski, 2015. "Communicating Uncertainty in Official Economic Statistics: An Appraisal Fifty Years after Morgenstern," Journal of Economic Literature, American Economic Association, vol. 53(3), pages 631-653, September.
  50. repec:dau:papers:123456789/4459 is not listed on IDEAS
  51. Christopher R. Bollinger & Barry T. Hirsch, 2010. "GDP & Beyond – die europäische Perspektive," RatSWD Working Papers 165, German Data Forum (RatSWD).
  52. 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.
  53. Verme, Paolo, 2023. "Predicting Poverty with Missing Incomes," GLO Discussion Paper Series 1260, Global Labor Organization (GLO).
  54. Dieter Fintel & Dorrit Posel, 2016. "Errors in Recalling Childhood Socio-economic Status: The Role of Anchoring and Household Formation in South Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 126(1), pages 119-140, March.
  55. 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.
  56. repec:dau:papers:123456789/5143 is not listed on IDEAS
  57. 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.
  58. Ross M. Stolzenberg & Daniel A. Relles, 1990. "Theory Testing in a World of Constrained Research Design," Sociological Methods & Research, , vol. 18(4), pages 395-415, May.
  59. Kiendrebeogo,Youssouf & Ianchovichina,Elena & Kiendrebeogo,Youssouf & Ianchovichina,Elena, 2016. "Who supports violent extremism in developing countries ? analysis of attitudes based on value surveys," Policy Research Working Paper Series 7691, The World Bank.
  60. Klee, Mark A. & Chenevert, Rebecca L. & Wilkin, Kelly R., 2019. "Revisiting the shape of earnings nonresponse," Economics Letters, Elsevier, vol. 184(C).
  61. David C. Ribar, 2003. "County-Level Estimates Of The Employment Prospects Of Low-Skill Workers," Research in Labor Economics, in: Worker Well-Being and Public Policy, pages 227-268, Emerald Group Publishing Limited.
  62. Borjas, George J. & Hamermesh, Daniel S., 2023. "The Mismeasurement of Work Time: Implications for Wage Discrimination and Inequality," IZA Discussion Papers 16699, Institute of Labor Economics (IZA).
  63. Eggleston Jonathan, 2019. "Item Response Rates for Composite Variables," Journal of Official Statistics, Sciendo, vol. 35(2), pages 387-408, June.
  64. James J. Heckman, 1989. "The Impact of Government on the Economic Status of Black Americans," NBER Working Papers 2860, National Bureau of Economic Research, Inc.
  65. Thomas Juster & Honggao Cao & Mick Couper & Daniel Hill & Michael Hurd & Joseph Lupton & Michael Perry & James Smith, 2007. "Enhancing the Quality of Data on the Measurement of Income and Wealth," Working Papers wp151, University of Michigan, Michigan Retirement Research Center.
  66. Molly Martin, 2006. "Family structure and income inequality in families with children, 1976 to 2000," Demography, Springer;Population Association of America (PAA), vol. 43(3), pages 421-445, August.
  67. KENNETH C. LAND & PATRICIA L. McCALL, 1993. "Estimating the Effect of Nonignorable Nonresponse in Sample Surveys," Sociological Methods & Research, , vol. 21(3), pages 291-316, February.
  68. 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.
  69. Frank Levy, 1989. "Recent Trends in US Earnings and Family Incomes," NBER Chapters, in: NBER Macroeconomics Annual 1989, Volume 4, pages 73-120, National Bureau of Economic Research, Inc.
  70. Charlotte Guénard & Sandrine Mesplé‐Somps, 2010. "Measuring Inequalities: Do Household Surveys Paint A Realistic Picture?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 56(3), pages 519-538, September.
  71. Luca Salvati & Marco Zitti & Luigi Perini, 2009. "Spazio rurale e Land use quality: una proposta per un sistema di indicatori a scala comunale in Italia," Rivista di statistica ufficiale, ISTAT - Italian National Institute of Statistics - (Rome, ITALY), vol. 11(2-3), pages 101-131, January.
  72. Riphahn, Regina T., 1998. "Immigration Participation in Social Assistance Programs," IZA Discussion Papers 15, Institute of Labor Economics (IZA).
  73. Roberto Gismondi, 2009. "Optimal Provisional Estimation in Short-term Surveys," Rivista di statistica ufficiale, ISTAT - Italian National Institute of Statistics - (Rome, ITALY), vol. 11(2-3), pages 5-34, January.
  74. Luigi Costanzo & Filippo Oropallo & Stefania Rossetti, 2009. "Le dinamiche produttive d’impresa nei sistemi locali del lavoro," Rivista di statistica ufficiale, ISTAT - Italian National Institute of Statistics - (Rome, ITALY), vol. 11(2-3), pages 81-100, January.
  75. Ruoh-Rong Yu & Lung-An Li, 2011. "Imputation of non-ignorable nonresponses for income: analysis of a panel study on Taiwan," Quality & Quantity: International Journal of Methodology, Springer, vol. 45(4), pages 875-884, June.
  76. Federica Battellini & Alessandra Coli & Francesca Tartamella, 2009. "La SAM come strumento di integrazione e analisi," Rivista di statistica ufficiale, ISTAT - Italian National Institute of Statistics - (Rome, ITALY), vol. 11(2-3), pages 35-62, January.
  77. D. K. Ginther, "undated". "A nonparametric analysis of the U.S. earnings distribution," Institute for Research on Poverty Discussion Papers 1067-95, University of Wisconsin Institute for Research on Poverty.
  78. Barry T. Hirsch & Edward J. Schumacher, 2000. "“Earnings Imputation and Bias in Wage Gap Estimates,”," Working Papers 0003, East Carolina University, Department of Economics.
  79. Ulrich Rendtel, 1992. "On the Choice of a Selection-Model When Estimating Regressionmodels with Selectivity," Discussion Papers of DIW Berlin 53, DIW Berlin, German Institute for Economic Research.
  80. Adel Bosch & Steven F. Koch, 2021. "Individual and Household Debt: Does Imputation Choice Matter?," Working Papers 202141, University of Pretoria, Department of Economics.
  81. Mark McGovern & David Canning & Till Bärnighausen, 2018. "Accounting for Non-Response Bias using Participation Incentives and Survey Design," CHaRMS Working Papers 18-02, Centre for HeAlth Research at the Management School (CHaRMS).
  82. Peter Valet & Jule Adriaans & Stefan Liebig, 2019. "Comparing survey data and administrative records on gross earnings: nonreporting, misreporting, interviewer presence and earnings inequality," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(1), pages 471-491, January.
  83. 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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