# Expanded format shows better response consistency than Likert-scale format in the measurement of optimism

> Research article (Personality and Individual Differences, 2019) · cited 26× · AI/ML

**Wikidata**: [openalex:W2974660344](https://www.wikidata.org/wiki/openalex:W2974660344)  
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