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Rating versus ranking: What is the best way to reduce response and language bias in cross-national research?

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  • Harzing, Anne-Wil
  • Baldueza, Joyce
  • Barner-Rasmussen, Wilhelm
  • Barzantny, Cordula
  • Canabal, Anne
  • Davila, Anabella
  • Espejo, Alvaro
  • Ferreira, Rita
  • Giroud, Axele
  • Koester, Kathrin
  • Liang, Yung-Kuei
  • Mockaitis, Audra
  • Morley, Michael J.
  • Myloni, Barbara
  • Odusanya, Joseph O.T.
  • O'Sullivan, Sharon Leiba
  • Palaniappan, Ananda Kumar
  • Prochno, Paulo
  • Choudhury, Srabani Roy
  • Saka-Helmhout, Ayse
  • Siengthai, Sununta
  • Viswat, Linda
  • Soydas, Ayda Uzuncarsili
  • Zander, Lena

Abstract

We propose solutions to two recurring problems in cross-national research: response style differences and language bias. In order to do so, we conduct a methodological comparison of two different response formats--rating and ranking. For rating, we assess the effect of changing the commonly used 5-point Likert scales to 7-point Likert scales. For ranking, we evaluate the validity of presenting respondents with short scenarios for which they need to rank their top 3 solutions. Our results - based on two studies of 1965 undergraduate and 1714 MBA students in 16 different countries - confirm our hypotheses that both solutions reduce response and language bias, but show that ranking generally is a superior solution. These findings allow researchers to have greater confidence in the validity of cross-national differences if these response formats are used, instead of the more traditional 5-point Likert scales. In addition, our findings have several practical implications for multinational corporations, relating to issues such as selection interviews, performance appraisals, and cross-cultural training.

Suggested Citation

  • Harzing, Anne-Wil & Baldueza, Joyce & Barner-Rasmussen, Wilhelm & Barzantny, Cordula & Canabal, Anne & Davila, Anabella & Espejo, Alvaro & Ferreira, Rita & Giroud, Axele & Koester, Kathrin & Liang, Yu, 2009. "Rating versus ranking: What is the best way to reduce response and language bias in cross-national research?," International Business Review, Elsevier, vol. 18(4), pages 417-432, August.
  • Handle: RePEc:eee:iburev:v:18:y:2009:i:4:p:417-432
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