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Assessing Nonresponse in a Longitudinal Establishment Survey Using Regression Trees Cover

Assessing Nonresponse in a Longitudinal Establishment Survey Using Regression Trees

Open Access
|Jun 2018

References

  1. Andridge, R.R. and R.J.A. Little. 2011. “Proxy Pattern-Mixture Analysis for Survey Nonresponse.” Journal of Official Statistics 27: 153–180.
  2. Andridge, R.R. and K.J. Thompson. 2015. “Assessing Nonresponse Bias in a Business Survey: Proxy Pattern-Mixture Analysis for Skewed Data.” Annals of Applied Statistics 9(4): 2237–2265. Doi: http://dx.doi.org/10.1214/15-AOAS878.10.1214/15-AOAS878
  3. Atrostic, B.K., N. Bates, and A. Silberstein. 2001. “Nonresponse in US Government Household Surveys: Consistent Measures, Recent Trends, and New Insights.” Journal of Official Statistics 17: 209–226.
  4. Bureau of Labor Statistics. 2015. Handbook of Methods. “Job Openings and Labor Turnover Survey” Chapter 18. Available at: https://www.bls.gov/opub/hom/pdf/homch18.pdf (accessed October 2017).
  5. Davis, W.R. and N. Pihama. 2009. “Survey Response as Organisational Behaviour: an Analysis of the Annual Enterprise Survey, 2003–2007.” New Zealand Association of Economists Conference. New Zealand: New Zealand Association of Economists. Available at: http://ro.uow.edu.au/eispapers/826/ (accessed October 2017).
  6. De Heer, W. and E. De Leeuw. 2002. “Trends in Household Survey Nonresponse: a Longitudinal and International Comparison.” In Survey Nonresponse, edited by R.M. Groves, D.A. Dillman, J.L. Eltinge, and R.J.A. Little, 41–54. New York: John Wiley and Sons.
  7. Dillman, D.A. 2000. Mail and Internet Surveys: The Tailored Design Method (second edition). New York: John Wiley & Sons.
  8. Dillman, D.A., J.D. Smyth, and L.M. Christian. 2009. Internet, Phone, Mail, and Mixed-Mode Surveys: the Tailored Design Method (third edition). Hoboken, NJ: John Wiley & Sons.
  9. Freedman, D.S., A. Thornton, and D. Camburn. 1980. “Maintaining Response Rates in Longitudinal Studies.” Sociological Methods & Research 9: 87–98.10.1177/004912418000900104
  10. Groves, R.M. 2006. “Nonresponse Rates and Nonresponse Bias in Household Surveys.” Public Opinion Quarterly 70: 646–675.10.1093/poq/nfl033
  11. Groves, R.M., D.A. Dillman, J.L. Eltinge, and R.J.A. Little. 2002. Survey Nonresponse. New York: John Wiley and Sons.
  12. Heberlein, T.A. and R. Baumgartner. 1978. “Factors Affecting Response Rates to Mailed Questionnaires: A Quantitative Analysis of the Published Literature.” American Sociological Review 43: 447–462.10.2307/2094771
  13. Holbrook, A., J.A. Krosnick, and A. Pfent. 2007. “The Causes and Consequences of Response Rates in Surveys by the News Media and Government Contractor Survey Research Firms.” In Advances in Telephone Survey Methodology, edited by J.M. Lepkowski, C. Tucker, J.M. Brick, E. De Leeuw, L. Japec, P.J. Lavrakas, M.W. Link and R.L. Sangster, 499–528. Hoboken, NJ: Wiley.10.1002/9780470173404.ch23
  14. Hothorn, T., K. Hornik, and A. Zeileis. 2006. “Unbiased Recursive Partitioning: a Conditional Inference Framework.” Journal of Computational and Graphical Statistics 15: 651–674.10.1198/106186006X133933
  15. Janik, F. and S. Kohaut. 2012. “Why Don’t They Answer? Unit Nonresponse in the IAB Establishment Panel.” Quality & Quantity 46: 917–934.10.1007/s11135-011-9436-y
  16. Kreuter, F., K. Olson, J. Wagner, T. Yan, T.M. Ezzati-Rice, C. Casas-Cordero, M. Lemay, A. Peytchev, R.M. Groves, and T.E. Raghunathan. 2010. “Using Proxy Measures and Other Correlates of Survey Outcomes to Adjust for Non-Response: Examples from Multiple Surveys.” Journal of the Royal Statistical Society: Series A (Statistics in Society) 173: 389–407.10.1111/j.1467-985X.2009.00621.x
  17. Lepkowski, J.M. and M.P. Couper. 2002. “Nonresponse in the Second Wave of Longitudinal Household Surveys.” In Survey Nonresponse, edited by R.M. Groves, D.A. Dillman, J.L. Eltinge, and R.J.A. Little, 259–272. New York: John Wiley and Sons.
  18. Little, R.J.A. and S. Vartivarian. 2005. “Does Weighting for Nonresponse Increase the Variance of Survey Means?” Survey Methodology 31: 161–168.
  19. Lohr, S., V. Hsu, and J. Montaquila. 2015. “Using Classification and Regression Trees to Model Survey Nonresponse.” In Joint Statistical Meetings, Proceedings of the Survey Research Methods Section: American Statistical Association. 2071–2085. Alexandria, VA: American Statistical Association. Available at: http://ww2.amstat.org/sections/srms/Proceedings/y2015f.html (accessed October 2017).
  20. Morgan, J.N. and J.A. Sonquist. 1963. “Problems in the Analysis of Survey Data, and a Proposal.” Journal of the American Statistical Association 58: 415–434.10.1080/01621459.1963.10500855
  21. Office of Management and Budget. 2006. Statistical Directive No. 2, Standards and Guidelines for Statistical Surveys 2006. Washington DC: OMB. Available at: https://obamawhitehouse.archives.gov/sites/default/files/omb/inforeg/statpolicy/standards_stat_surveys.pdf (accessed October 2017).
  22. Paxson, M.C., D.A. Dillman, and J. Tarnai. 1995. “Improving Response to Business Mail Surveys.” In Business Survey Methods, edited by B.G. Cox, D.A. Binder, B.N. Chinnappa, A. Christianson, M.J. Colledge, and P.S. Kott, 303–316. New York: John Wiley and Sons.10.1002/9781118150504.ch17
  23. Phipps, P. and D. Toth. 2012. “Analyzing Establishment Nonresponse Using an Interpretable Regression Tree Model with Linked Administrative Data.” The Annals of Applied Statistics 6: 772–794.10.1214/11-AOAS521
  24. Särndal, C. 2011. “The 2010 Morris Hansen Lecture. Dealing with Survey Nonresponse in Data Collection, in Estimation.” Journal of Official Statistics 27(1): 1–21.
  25. Särndal, C. and P. Lundquist. 2014. “Accuracy in Estimation with Nonresponse: A Function of Degree of Imbalance and Degree of Explanation.” Journal of Survey Statistics and Methodology 2(4): 361–387. Doi: https://doi.org/10.1093/jssam/smu014.10.1093/jssam/smu014
  26. Schouten, B., F. Cobben, and J. Bethlehem. 2009. “Indicators for the Representativeness of Survey Response.” Survey Methodology 35(1): 101–113.
  27. Schouten, B., N. Shlomo, and C. Skinner. 2011. “Indicators for Monitoring and Improving Representativeness of Response.” Journal of Official Statistics 27(2): 231–253.
  28. Seiler, C. 2010. Dynamic Modelling of Nonresponse in Business Surveys. No. 93. Ifo Working Paper. Available at: https://econpapers.repec.org/paper/cesifowps/_5f93.htm (accessed October 2017).
  29. Singer, E. 2002. “The Use of Incentives to Reduce Nonresponse in Household Surveys.” In Survey Nonresponse, edited by R.M. Groves, D.A. Dillman, J.L. Eltinge, and R.J.A. Little, 163–177. New York: John Wiley and Sons.
  30. Smaill, K. 2012. “Trajectory Modelling of Longitudinal Non-Response in Business Surveys.” Statistical Journal of the International Association of Official Statistics 28: 137–144.
  31. Su, X., M. Wang, and J. Fan. 2004. “Maximum Likelihood Regression Trees.” Journal of Computational and Graphical Statistics 13: 586–598.10.1198/106186004X2165
  32. Tomaskovic-Devey, D., J. Leiter, and S. Thompson. 1994. “Organizational Survey Nonresponse.” Administrative Science Quarterly 39: 439–457.10.2307/2393298
  33. Toth, D. 2017. rpms: Recursive Partitioning for Modeling Survey Data. R package version 0.2.0. Available at: https://CRAN.R-project.org/package=rpms (accessed October 2017).10.32614/CRAN.package.rpms
  34. Wagner, J. 2010. “The Fraction of Missing Information as a Tool for Monitoring the Quality of Survey Data.” Public Opinion Quarterly 74: 223–243. Doi: http://dx.doi.org/10.1093/poq/nfq007.10.1093/poq/nfq007
  35. Wagner, J. 2012. “A Comparison of Alternative Indicators for the Risk of Nonresponse Bias.” Public Opinion Quarterly 76: 555–575. Doi: http://dx.doi.org/10.1093/poq/nfs032.10.1093/poq/nfs032627697530538342
  36. Watson, N. and M. Wooden. 2009. “Identifying Factors Affecting Longitudinal Survey Response.” In Methodology of Longitudinal Surveys, edited by Peter Lynn, 151–181. Hoboken, NJ: John Wiley and Sons.10.1002/9780470743874.ch10
Language: English
Page range: 463 - 481
Submitted on: Nov 1, 2016
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Accepted on: Nov 1, 2017
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Published on: Jun 7, 2018
Published by: Sciendo
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2018 Morgan Earp, Daniell Toth, Polly Phipps, Charlotte Oslund, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.