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The effect of rating scale format on response styles: the number of response categories and response category labels

Author

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  • Weijters, B.
  • Cabooter, E.
  • Schillewaert, N.

    (Vlerick Leuven Gent Management School)

Abstract

Questionnaires using Likert-type rating scales are an important source of data in marketing research. Researchers use different rating scale formats with varying numbers of response categories and varying label formats (e.g., 7-point rating scales labeled at the endpoints, fully labeled 5-point scales, etc.) but have few guidelines when selecting a specific format. Drawing from the literature on response styles, we formulate hypotheses on the effect of the labeling of response categories and the number of response categories on the net acquiescence response style, extreme response style and misresponse to reversed items. We test the hypotheses in an online survey (N=1207) with eight experimental conditions and a follow-up study with two experimental conditions (N = 226). We find evidence of strong effects of scale format on response distributions and misresponse to reversed items, and we formulate recommendations on the choice of a scale format.

Suggested Citation

  • Weijters, B. & Cabooter, E. & Schillewaert, N., 2010. "The effect of rating scale format on response styles: the number of response categories and response category labels," Vlerick Leuven Gent Management School Working Paper Series 2010-07, Vlerick Leuven Gent Management School.
  • Handle: RePEc:vlg:vlgwps:2010-07
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    References listed on IDEAS

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    1. Rossi P. E & Gilula Z. & Allenby G. M, 2001. "Overcoming Scale Usage Heterogeneity: A Bayesian Hierarchical Approach," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 20-31, March.
    2. Simonson, Itamar, 1989. "Choice Based on Reasons: The Case of Attraction and Compromise Effects," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 16(2), pages 158-174, September.
    3. Dhar, Ravi, 1997. "Consumer Preference for a No-Choice Option," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 24(2), pages 215-231, September.
    4. Weijters, Bert & Geuens, Maggie & Schillewaert, Niels, 2009. "The proximity effect: The role of inter-item distance on reverse-item bias," International Journal of Research in Marketing, Elsevier, vol. 26(1), pages 2-12.
    5. McKEE J. McCLENDON, 1991. "Acquiescence and Recency Response-Order Effects in Interview Surveys," Sociological Methods & Research, , vol. 20(1), pages 60-103, August.
    6. Weathers, Danny & Sharma, Subhash & Niedrich, Ronald W., 2005. "The impact of the number of scale points, dispositional factors, and the status quo decision heuristic on scale reliability and response accuracy," Journal of Business Research, Elsevier, vol. 58(11), pages 1516-1524, November.
    7. Nowlis, Stephen M & Kahn, Barbara E & Dhar, Ravi, 2002. "Coping with Ambivalence: The Effect of Removing a Neutral Option on Consumer Attitude and Preference Judgments," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 29(3), pages 319-334, December.
    8. V. Srinivasan & Amiya K. Basu, 1989. "The Metric Quality of Ordered Categorical Data," Marketing Science, INFORMS, vol. 8(3), pages 205-230.
    9. Strizhakova, Yuliya & Coulter, Robin A. & Price, Linda L., 2008. "The meanings of branded products: A cross-national scale development and meaning assessment," International Journal of Research in Marketing, Elsevier, vol. 25(2), pages 82-93.
    10. Wong, Nancy & Rindfleisch, Aric & Burroughs, James E, 2003. "Do Reverse-Worded Items Confound Measures in Cross-Cultural Consumer Research? The Case of the Material Values Scale," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(1), pages 72-91, June.
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    Keywords

    Rating scale format; Response styles; Number of response categories; Response category labels;
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