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Validating the Use of Vignettes for Subjective Threshold Scales

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Author Info

  • van Soest, Arthur

    ()
    (Tilburg University)

  • Delaney, Liam

    ()
    (University of Stirling)

  • Harmon, Colm P.

    ()
    (University of Sydney)

  • Kapteyn, Arie

    ()
    (University of Southern California)

  • Smith, James P.

    ()
    (RAND)

Abstract

Comparing self-assessed indicators of subjective outcomes such as health, work disability, political efficacy, job satisfaction, etc. across countries or socio-economic groups is often hampered by the fact that different groups use systematically different response scales. Anchoring vignettes have been introduced as an effective tool to correct for such differences. This paper develops an integrated framework in which objective measurements are used to validate the vignette-based corrections. The framework is applied to vignettes and objective and subjective self-assessments of drinking behavior by students in Ireland. Model comparisons using the Akaike information criterion favor a specification with response consistency and vignette corrected response scales. Put differently, vignette based corrections appear quite effective in bringing objective and subjective measures closer together.

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Bibliographic Info

Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 2860.

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Length: 37 pages
Date of creation: Jun 2007
Date of revision:
Publication status: published in: Journal of the Royal Statistical Society, Series A (Statistics in Society), 2011, 174 (3), 575-595
Handle: RePEc:iza:izadps:dp2860

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Keywords: hopit model; anchoring vignettes; reporting bias;

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  1. Arie Kapteyn & James P. Smith & Arthur van Soest, 2005. "Self-reported Work Disability in the US and The Netherlands," Labor and Demography, EconWPA 0504006, EconWPA.
  2. Teresa Bago d'Uva & Eddy Van Doorslaer & Maarten Lindeboom & Owen O'Donnell, 2008. "Does reporting heterogeneity bias the measurement of health disparities?," Health Economics, John Wiley & Sons, Ltd., vol. 17(3), pages 351-375.
  3. Arie Kapteyn & James P. Smith & Arthur VanSoest, 2005. "Vignettes and Self Reported Work Disability," Labor and Demography, EconWPA 0511005, EconWPA.
  4. Lindeboom, Maarten & van Doorslaer, Eddy, 2004. "Cut-point shift and index shift in self-reported health," Journal of Health Economics, Elsevier, Elsevier, vol. 23(6), pages 1083-1099, November.
  5. Kristensen, Nicolai & Johansson, Edvard, 2008. "New evidence on cross-country differences in job satisfaction using anchoring vignettes," Labour Economics, Elsevier, Elsevier, vol. 15(1), pages 96-117, February.
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