Is earnings nonresponse ignorable?

Review of Economics and Statistics

Volumn 95, Issue 2, 2013, Pages 407-416

  Bollinger, Christopher R ^a   Hirsch, Barry T ^b  

^a UNIVERSITY OF KENTUCKY   (United States)

^b GEORGIA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84886023711     PISSN: 00346535     EISSN: 15309142     Source Type: Journal    
DOI: 10.1162/REST_a_00264     Document Type: Article

References (24)

1. Bollinger, Christopher R., and Barry T. Hirsch, "Match Bias from Earnings Imputation in the Current Population Survey: The Case of Imperfect Matching,"Journal of Labor Economics 24 (2006), 483-519.
2. Bound, John, Charles Brown, and Nancy Mathiowetz, "Measurement Error in Survey Data"(pp. 3705-3843), in E. E. Leamer and J. J. Heckman (eds.), Handbook of Econometrics, vol. 5 (Amsterdam: Elsevier, 2001).
3. Bound, John, and Alan B. Krueger, "The Extent of Measurement Error in Longitudinal Earnings Data: Do Two Wrongs Make a Right"Journal of Labor Economics 9 (1991), 1-24.
4. David, Martin, Roderick J. A. Little, Michael E. Samuhel, and Robert K. Triest, "Alternative Methods for CPS Income Imputation,"Journal of the American Statistical Association 81 (1986), 29-41.
5. De Luca, Giuseppe, and Franco Peracchi, "A Sample Selection Model for Unit and Item Nonresponse in Cross-Sectional Surveys,"CEIS working paper 99 (2007), http://ssrn.com/abstract=967391.
6. Durrant, Gabriele B., and Chris Skinner, "Using Data Augmentation to Correct for Non-Ignorable Non-Response When Surrogate Data Are Available: An Application to the Distribution of Hourly Pay,"Journal of the Royal Statistical Society A 169: pt. 3 (2006), 605- 623.
7. Egel, Daniel, Bryan S. Graham, and Cristine Campos de Xavier Pinto, "Inverse Probability Tilting and Missing Data Problems,"NBER working paper 13981 (April 2008).
8. Greenlees, John, William Reece, and Kimberly Zieschang, "Imputation of Missing Values When the Probability of Response Depends on the Variable Being Imputed,"Journal of the American Statistical Association 77 (1982), 251-261
9. Hamermesh, Daniel S., and Stephen G. Donald, "The Effect of College Curriculum on Earnings: An Affinity Identifier for Non-Ignorable Non-Response Bias,"Journal of Econometrics 144 (2008), 479- 491.
10. Heckman, James J., and Paul A. LaFontaine, "Bias Corrected Estimates of GED Returns,"Journal of Labor Economics 24 (2006), 661- 700.
11. Herriot, R. A., and E. F. Spiers, "Measuring the Impact on Income Statistics of Reporting Differences between the Current Population Survey and Administrative Sources"(pp. 147-158), in Proceedings of the American Statistical Association Social Statistics Section (Alexandria, VA: American Statistical Association, 1975).
12. Hirsch, Barry T., and Edward J. Schumacher, "Match Bias in Wage Gap Estimates due to Earnings Imputation,"Journal of Labor Economics 22 (2004), 689-722.
13. Ibrahim, Joseph G., and Stuart R. Lipsitz. "Parameter Estimation from Incomplete Data in Binomial Regression When the Missing Data Mechanism Is Nonignorable,"Biometrics 52 (1996), 1071-1078.
14. Johansson, Fredrik, "How to Adjust for Nonignorable Nonresponse: Calibration, Heckit or FIML"Uppsala University working paper 2007:22 (2007)
15. Korinek, Anton, Johan A. Mistiaen, and Martin Ravallion, "An Econometric Method of Correcting for Unit Nonresponse Bias in Surveys,"Journal of Econometrics 136 (2007), 213-235.
16. Lee, Jungmin, and Sokbae Lee, "Does It Matter Who Responded to the Survey Trends in the U.S. Gender Earnings Gap Revisited,"Industrial and Labor Relations Review 65 (2012), 148-160.
17. Lemieux, Thomas, "Increasing Residual Wage Inequality: Composition Effects, Noisy Data, or Rising Demand for Skill,"American Economic Review 96 (2006), 461-498
18. Lillard, Lee, James P. Smith, and Finis Welch, "What Do We Really Know about Wages The Importance of Nonreporting and Census Imputation,"Journal of Political Economy 94 (1986), 489-506.
19. Little, Roderick J. A., "Missing Data Adjustments in Large Surveys,"Journal of Business and Economic Statistics 6 (1988), 287-296.
20. Lyberg, Lars E., and Daniel Kasprzyk, "Data Collection Methods and Measurement Error: An Overview"(pp. 237-257), in Paul P. Biemer, Robert M. Groves, Lars E. Lyberg, Nancy A. Mathiowetz, and Seymour Sudman (eds.), Measurement Errors in Surveys (Hoboken, NJ: Wiley, 2004).
21. Mellow, Wesley, and Hal Sider, "Accuracy of Response in Labor Market Surveys: Evidence and Implications,"Journal of Labor Economics 1 (1983), 331-344
22. Nicoletti, Cheti, and Franco Peracchi, "Survey Response and Survey Characteristics: Microlevel Evidence from the European Community Household Panel,"Journal of the Royal Statistical Society A 168: pt. 4 (2005), 763-781.
23. Reynolds, Jeremy, and Jeffrey B. Wenger. "He Said, She Said: The Gender Wage Gap according to Self and Proxy Reports in the Current Population Survey,"Social Science Research 41 (2012), 392- 411.
24. Vella, Francis, "Estimating Models with Sample Selection Bias: A Survey,"Journal of Human Resources 33 (1998), 127-169