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Assessing Trends and Decomposing Change in Nonresponse Bias: The Case of Bias in Cohort Distributions

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  • Tobias Gummer

Abstract

Survey research is still confronted by a trend of increasing nonresponse rates. In this context, several methodological advances have been made to stimulate participation and avoid bias. Yet, despite the growing number of tools and methods to deal with nonresponse, little is known about whether nonresponse biases show similar trends as nonresponse rates and what mechanisms (if any) drive changes in bias. Our article focuses on biases in cohort distributions in the U.S. and German general social surveys from 1980 to 2012 as one of the key variables in the social sciences. To supplement our cross-national comparison of these trends, we decompose changes into within-cohort change (WCC) and between-cohort change. We find that biases in cohort distributions have remained relatively stable and at a relatively low level in both countries. Furthermore, WCC (i.e., survey climate) accounts for the major part of the change in nonresponse bias.

Suggested Citation

  • Tobias Gummer, 2019. "Assessing Trends and Decomposing Change in Nonresponse Bias: The Case of Bias in Cohort Distributions," Sociological Methods & Research, , vol. 48(1), pages 92-115, February.
  • Handle: RePEc:sae:somere:v:48:y:2019:i:1:p:92-115
    DOI: 10.1177/0049124117701479
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    1. F. Kreuter & K. Olson & J. Wagner & T. Yan & T. M. Ezzati‐Rice & C. Casas‐Cordero & M. Lemay & A. Peytchev & R. M. Groves & 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, Royal Statistical Society, vol. 173(2), pages 389-407, April.
    2. Prithwis Gupta, 1978. "A general method of decomposing a difference between two rates into several components," Demography, Springer;Population Association of America (PAA), vol. 15(1), pages 99-112, February.
    3. Pforr, Klaus & Blohm, Michael & Blom, Annelies G. & Erdel, Barbara & Felderer, Barbara & Fräßdorf, Mathis & Hajek, Kristin & Helmschrott, Susanne & Kleinert, Corinna & Koch, Achim & Krieger, Ulrich & , 2015. "Are Incentive Effects on Response Rates and Nonresponse Bias in Large-scale, Face-to-face Surveys Generalizable to Germany? Evidence from Ten Experiments," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 79(3), pages 740-768.
    4. Robert M. Groves & Steven G. Heeringa, 2006. "Responsive design for household surveys: tools for actively controlling survey errors and costs," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(3), pages 439-457, July.
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