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Eliciting risk preferences: is a single item enough?
| Content Provider | PsyArXiv |
|---|---|
| Author | Zhang, Don C. Howard, Gino Matthews, Russell A. Cowley, Tyler B. |
| Description | Economists and psychologists frequently use single-item measures of risk preferences despite potential limitations in reliability and criterion validity compared to their multi-item counterparts. This can be particularly problematic when individual differences in risk preferences are used to predict real-world economic, health, and financial outcomes. In this paper, we compare a popular single-item measure of risk preference, the General Risk Question (GRQ), to multi-item measures of domain-general and -specific risk preference measures. In a two-wave survey study of 434 adults, we found that the GRQ had good psychometric reliability and converged with other multi-item measures of risk preferences. The GRQ also exhibited a similar pattern of associations with other personality and demographic variables as compared to multi-item measures. However, the predictive validity of the GRQ was lower than multi-item measures for most of the outcomes examined. The GRQ also explained less incremental variance for real-world outcomes over the Big Five personality traits than the multi-item counterparts. Although the GRQ is a construct-valid measure of risk preferences, researchers should nonetheless consider the trade-off between survey efficiency and predictive efficacy when deciding whether a single item is enough. |
| DOI | 10.31234/osf.io/mr9k5 |
| Language | English |
| Publisher Date | 2023-10-24 |
| Access Restriction | Open |
| Rights License | CC-By Attribution 4.0 International |
| Subject Keyword | Social and Behavioral Sciences;Social and Personality Psychology;Individual Differences;Cognitive Psychology;Judgment and Decision Making |
| Content Type | Text |
| Resource Type | Preprint |
| Subject | Social Sciences Social Psychology Clinical Psychology Experimental and Cognitive Psychology Applied Psychology |