Analytical modeling in complex surveys of work practices

Industrial and Labor Relations Review

Volumn 59, Issue 1, 2005, Pages 82-100

  Reiter, Jerome P ^a   Zanutto, Elaine L ^b   Hunter, Larry W ^c  

^a DUKE UNIVERSITY   (United States)

^b UNIVERSITY OF PENNSYLVANIA   (United States)

^c UNIVERSITY OF WISCONSIN MADISON   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 27144486373     PISSN: 00197939     EISSN: None     Source Type: Journal    
DOI: 10.1177/001979390505900105     Document Type: Article

References (59)

1. Althauser, Robert P. 1989. "Internal Labor Markets." Annual Review of Sociology, Vol. 15, pp. 143-61.
2. Althauser, Robert P., and Arne L. Kalleberg. 1981. "Firms, Occupations, and the Structure of Labor Markets: A Conceptual Analysis." In Ivar Berg, ed., Sociological Perspectives on Labor Markets. New York: Academic Press, pp. 119-49.
3. Angrist, Joshua D., Guido W. Imbens, and Donald B. Rubin. 1996. "Identification of Causal Effects Using Instrumental Variables." Journal of the American Statistical Association, Vol. 91, No. 433, pp. 444-55.
4. Belsley, David A., Edwin Kuh, and Roy E. Welsch. 1980. Regression Diagnostics: Identifying Influential Data and Sources of Collinearity. New York: John Wiley & Sons.
5. Binder, David A. 1983. "On the Variances of Asymptotically Normal Estimators from Complex Surveys." International Statistical Review, Vol. 51, No. 2, pp. 279-92.
6. Binder, David A. 1992. "Fitting Cox's Proportional Hazards Model from Survey Data." Biometrika, Vol. 79, No. 1 (March), pp. 139-47.
7. Brewer, Kenneth R. W., and R. W. Mellor. 1973. "The Effect of Sample Structure on Analytical Surveys." Australian Journal of Statistics, Vol. 15, No. 3, pp. 145-52.
8. Bryk, Anthony S., and Stephen W. Raudenbush. 1992. Hierarchical Linear Models: Applications and Data Analysis Methods. Newbury Park, Calif.: Sage.
9. Cappelli,Peter. 2001. "The National Employer Survey: Employer Data on Employment Practices." Industrial Relations, Vol. 40, No. 3 (July), pp. 635-47.
10. Cappelli, Peter, and David Neumark. 2001. "Do 'High-Performance' Work Practices Improve Establishment-Level Outcomes?" Industrial and Labor Relations Review, Vol. 54, No. 4 (July), pp. 737-75.
11. Chambless, Lloyd E., and Kerrie E. Boyle. 1985. "Maximum Likelihood Methods for Complex Sample Data: Logistic Regression and Discrete Proportional Hazards Models." Communications in Statistics, Part A - Theory and Methods, Vol. 14, No. 6, pp. 1377-92.
12. Cochran, William G. 1977. Sampling Techniques, 3rd ed. New York: John Wiley & Sons.
13. Cohen, Steven B. 1997. "An Evaluation of Alternative PC-Based Packages for the Analysis of Complex Survey Data." American Statistician, Vol. 51, No. 3, pp. 285-92.
14. Doeringer, Peter B., and Michael J. Piore. 1971. Internal Labor Markets and Manpower Analysis. Lexington, Mass.: Heath.
15. DuMouchel, William H., and Greg J. Duncan. 1983. "Using Sample Survey Weights in Multiple Regression Analyses of Stratified Samples." Journal of the American Statistical Association, Vol. 78, No. 383, pp. 535-43.
16. Gelman, Andrew, John B. Carlin, Hal S. Stern, and Donald B. Rubin. 1995. Bayesian Data Analysis. New York: Chapman & Hall.
17. Gerhart, Barry, Patrick M. Wright, Gary C. McMahan, and Scott A. Snell. 2000. "Measurement Error in Research on Human Resources and Firm Performance: How Much Error Is There and How Does It Influence Effect Size Estimates?" Personnel Psychology, Vol. 53, No. 4 (Winter), pp. 803-34.
18. Gramm, Cynthia L., and John F. Schnell. 2001. "The Use of Flexible Staffing Arrangements in Core Production Jobs." Industrial and Labor Relations Review, Vol. 54, No. 2 (January), pp. 245-58.
19. Hansen, Morris H., William G. Madow, and Benjamin J. Tepping. 1983. "An Evaluation of Model-Dependent and Probability-Sampling Inferences in Sample Surveys." Journal of the American Statistical Association, Vol. 78, No. 388, pp. 776-93.
20. Heckman, James J. 1979. "Sample Selection Bias as a Specification Error." Econometrica, Vol. 47, No. 1, pp. 153-61.
21. Heckman, James J. 1990. "Varieties of Selection Bias." American Economic Review, Vol. 80, No. 3 (June), pp. 313-18.
22. Heckman,James J., and Richard Robb. 1985. "Alternative Methods for Evaluating the Impact of Interventions: An Overview. "Journal of Econometrics, Vol. 30 (October-November), pp. 239-67.
23. Horvitz, Daniel G., and D. J. Thompson. 1952. "A Generalization of Sampling without Replacement from a Finite Universe." Journal of the American Statistical Association, Vol. 47, No. 260, pp. 663-85.
24. Hosmer, David W., and Stanley Lemeshow. 2000. Applied Logistic Regression, 2nd ed. New York: John Wiley & Sons.
25. Hunter, Larry W., and Frits Pil. 1995. "How Do You Survey Firms?" Proceedings of the Forty-Seventh Annual Meetings. Madison, Wisconsin: Industrial Relations Research Association, pp. 152-62.
26. Huselid, Mark A. 1995. "The Impact of Human Resource Management Practices on Turnover, Productivity, and Corporate Financial Performance." Academy of Management Journal, Vol. 38, No. 3 (June), pp. 635-72.
27. Kalleberg, Arne L., David L. Knoke, Peter V. Marsden, and Joe L. Spaeth. 1996a. "Formalizing the Employment Relation." In Arne L. Kalleberg, David L. Knoke, Peter V. Marsden, and Joe L. Spaeth, eds., Organizations in America: Analyzing Their Structures and Human Resource Practices. Thousand Oaks, Calif.: Sage, pp. 87-112.
28. Kalleberg, Arne L., Peter V. Marsden, David L. Knoke, and Joe L. Spaeth. 1996b. Organizations in America. Analyzing Their Structures and Human Resource Practices. Thousand Oaks, Calif: Sage.
29. Kalton, Graham. 1983. "Models in the Practice of Survey Sampling." International Statistical Review, Vol. 51, No. 1, pp. 175-88.
30. Kalton, Graham, and Daniel Kasprzyk. 1986. "The Treatment of Missing Survey Data." Survey Methodology, Vol. 12, No. 1, pp. 1-16.
31. Korn, Edward L., and Barry I. Graubard. 1995. "Examples of Differing Weighted and Unweighted Estimates from a Sample Survey." American Statistician, Vol. 49, No. 3, pp. 291-95.
32. Kott, Phillip S. 1991. "A Model-Based Look at Linear Regression with Survey Data." American Statistician, Vol. 45, No. 2, pp. 107-12.
33. Little, Roderick J. A., and Donald B. Rubin. 2002. Statistical Analysis with Missing Data, 2nd ed. New York: John Wiley & Sons.
34. Lohr, Sharon L., and Joanna Liu. 1994. "A Comparison of Weighted and Unweighted Analyses in the National Crime Victimization Survey." Journal of Quantitative Criminology, Vol. 10, No. 4, pp. 343-60.
35. Lynch, Lisa M., and Sandra E. Black. 1998. "Beyond the Incidence of Employer-Provided Training." Industrial and Labor Relations Review, Vol. 52, No. 1 (October), pp. 64-81.
36. MacDuffie, John P. 1995. "Human Resource Bundles and Manufacturing Performance: Organizational Logic and Flexible Production Systems in the World Auto Industry." Industrial and Labor Relations Review, Vol. 48, No. 2 (January), pp. 199-221.
37. Nordberg, Lennart. 1989. "Generalized Linear Modeling of Sample Survey Data." Journal of Official Statistics, Vol. 5, No. 3, pp. 223-39.
38. Osterman, Paul. 1984. "Introduction: The Nature and Importance of Internal Labor Markets." In Paul Osterman, ed., Internal Labor Markets, Cambridge, Mass.: MIT Press.
39. Osterman, Paul. 1994. "How Common Is Workplace Transformation and Who Adopts It?" Industrial and Labor Relations Review, Vol. 47, No. 2 (January), pp. 175-88.
40. Osterman, Paul. 2000. "Work Reorganization in an Era of Restructuring: Trends in Diffusion and Effects on Employee Welfare." Industrial and Labor Relations Review, Vol. 53, No. 2 (January), pp. 179-96.
41. Pfeffer, Jeffrey, and Yinon Cohen. 1984. "Determinants of Internal Labor Markets in Organizations." Administrative Science Quarterly, Vol. 29, No. 4 (December), pp. 550-72.
42. Pfeffermann, Danny. 1993. "The Role of Sampling Weights When Modeling Survey Data." International Statistical Review, Vol. 61, No. 2, pp. 317-37.
43. Pil, Frits K., and John Paul MacDuffie. 1996. "The Adoption of High-Involvement Work Practices." Industrial Relations, Vol. 35, No. 3 (Fall), pp. 423-55.
44. Reiter, Jerome P., and Thivellore E. Raghunathan. 2003. "Multiple Imputation for Missing Data in Surveys with Complex Designs." Unpublished paper, Duke University.
45. Rosenbaum, Paul R. 2002. Observational Studies. New York: Springer-Verlag.
46. Rosenbaum, Paul R., and Donald B. Rubin. 1983. "The Central Role of the Propensity Score in Observational Studies for Causal Effects." Biometrika, Vol. 70, No. 1 (March), pp. 41-55.
47. Rosenbaum, Paul R. 1984. "Reducing Bias in Observational Studies Using Subclassification on the Propensity Score." Journal of the American Statistical Association, Vol. 79, No. 387, pp. 516-24.
48. Royall, Richard M. 1983. "Comments on An Evaluation of Model-Dependent and Probability-Sampling Inferences in Sample Surveys." Journal of the American Statistical Association, Vol. 78, No. 384, pp. 794-96.
49. Rubin, Donald B. 1976. "Inference and Missing Data." Biometrika, Vol. 63, No. 3 (September), pp. 581-90.
50. Rubin, Donald B. 1984. "Bayesianly Justifiable and Relevant Frequency Calculations for the Applied Statistician." Annals of Statistics, Vol. 12, pp. 1151-72.
51. Rubin, Donald B. 1987. Multiple Imputation for Nonresponse in Surveys. New York: John Wiley & Sons.
52. Sarndal, Carl-Erik, Bengt Swensson, andjan Wretman. 1992. Model Assisted Survey Sampling. New York: Springer-Verlag.
53. Schafer, Joseph L. 1997. Analysis ofIncomplete Multivariate Data. New York: Chapman & Hall.
54. Schafer, Joseph L., and John W. Graham. 2002. "Missing Data: Our View of the State of the Art." Psychological Methods, Vol. 7, No. 2, pp. 147-77.
55. Spaeth, Joe L., and Diane P. O'Rourke. 1996. "Design of the National Organizations Study." In Arne L. Kalleberg, David L. Knoke, Peter V. Marsden, and Joe L. Spaeth, eds., Organizations in America: Analyzing Their Structures and Human Resource Practices. Thousand Oaks, Calif.: Sage, pp. 23-39.
56. Sugden, R. A., and T. M. F. Smith. 1984. "Ignorable and Informative Designs in Survey Sampling Inference." Biometrika, Vol. 71, No. 3 (September), pp. 495-506.
57. Winship, Christopher, and Larry Radbill. 1994. "Sampling Weights and Regression Analysis." Sociological Methods & Research, Vol. 23, No. 2, pp. 230-57.
58. Wolter, Kirk M. 1985. Introduction to Variance Estimation. New York: Springer-Verlag.
59. Zaslavsky, Alan. 2004. "Summary of Survey Analysis Software." American Statistical Association Survey Research Methods Section Webpage. Retrieved January 27, 2004 from the World Wide Web http:// www.hcp.med.harvard.edu/statistics/survey-soft/.