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Ameliorating culturally based extreme response tendencies to attitude items
1Australian Council for Educational Research, 19 Prospect Hill Rd., Camberwell, VIC 3124, Australia. walker@acer.edu.au
Summary
Extreme response tendency in attitude surveys varies by country. Adjusting analysis models or item formats can mitigate this bias, improving cross-cultural comparisons of Likert scale data.
Area of Science:
- Educational Measurement
- Psychometrics
- Cross-Cultural Psychology
Background:
- Cross-cultural studies using Likert scale attitude items often face challenges with response biases.
- Extreme response tendency (ERT) can inflate or deflate scale scores, impacting validity.
- Understanding and addressing ERT is crucial for accurate international comparisons.
Purpose of the Study:
- To investigate the differential manifestation of extreme response tendency (ERT) across culturally distinct countries.
- To explore methods for ameliorating ERT in Likert scale attitude items.
- To assess the impact of ERT on attitude scale outcomes and achievement correlations.
Main Methods:
- Utilized Rasch item response models with data from the PISA 2006 field trial.
- Examined a single attitude scale across eight culturally distinct countries.
- Compared dichotomous item variants with Likert variants and incorporated country-specific ERT into models.
Main Results:
- ERT was exhibited differentially across countries when answering Likert-type attitude items.
- Hierarchical facet models showed significantly better data fit when including an interaction between country and item difficulty.
- Likert variants were preferred over dichotomous variants when considering test information.
Conclusions:
- Cross-cultural reporting of attitudes measured with Likert items requires careful consideration of country-specific response tendencies.
- Accounting for the interaction between country and item parameters improves model fit.
- The study highlights the importance of psychometric adjustments for valid cross-cultural attitude assessment.
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