Adapt/Exchange decisions or generic choices: Does framing influence how people integrate qualitatively different risks?
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arXiv
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| Format: | Preprint |
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2024
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| _version_ | 1866914914516336640 |
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| author | Müller, Romy Blunk, Alexander |
| author_facet | Müller, Romy Blunk, Alexander |
| contents | In complex systems, decision makers often have to consider qualitatively different risks when choosing between options. Do their strategies of integrating these risks depend on the framing of problem contents? In the present study, participants were either instructed that they were choosing between two ways of solving a complex problem, or between two generic options. The former was framed as a modular plant scenario that required choices between modifying parameter settings in a current module (Adapt) and replacing the module by another one (Exchange). The risk was higher for Adapt to harm the product and for Exchange to harm the plant. These risks were presented as probabilities, and participants were either told that the consequences of both risks were equally severe (content-same group), or that harming the plant was much worse (content-different group). A third group made decisions based on the same probabilities, but received a generic task framing (no-content group). We expected framing to affect risk integration, leading the content-same group to make different choices than the no-content group. Contrary to this hypothesis, these two groups were strikingly similar in their decision outcomes and strategies, but clearly differed from the content-different group. These findings question whether ecological validity can be enhanced merely by framing a task in terms of real-world problem contents. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2401_08241 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Adapt/Exchange decisions or generic choices: Does framing influence how people integrate qualitatively different risks? Müller, Romy Blunk, Alexander Human-Computer Interaction In complex systems, decision makers often have to consider qualitatively different risks when choosing between options. Do their strategies of integrating these risks depend on the framing of problem contents? In the present study, participants were either instructed that they were choosing between two ways of solving a complex problem, or between two generic options. The former was framed as a modular plant scenario that required choices between modifying parameter settings in a current module (Adapt) and replacing the module by another one (Exchange). The risk was higher for Adapt to harm the product and for Exchange to harm the plant. These risks were presented as probabilities, and participants were either told that the consequences of both risks were equally severe (content-same group), or that harming the plant was much worse (content-different group). A third group made decisions based on the same probabilities, but received a generic task framing (no-content group). We expected framing to affect risk integration, leading the content-same group to make different choices than the no-content group. Contrary to this hypothesis, these two groups were strikingly similar in their decision outcomes and strategies, but clearly differed from the content-different group. These findings question whether ecological validity can be enhanced merely by framing a task in terms of real-world problem contents. |
| title | Adapt/Exchange decisions or generic choices: Does framing influence how people integrate qualitatively different risks? |
| topic | Human-Computer Interaction |
| url | https://arxiv.org/abs/2401.08241 |