Adapt/Exchange decisions depend on structural and surface features: Effects of solution costs and presentation format
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arXiv
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| Natura: | Preprint |
| Pubblicazione: |
2024
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| _version_ | 1866917751676731392 |
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| author | Müller, Romy |
| author_facet | Müller, Romy |
| contents | Problem solvers often need to choose between adapting a current solution and exchanging it for a new one. How do such decisions depend on structural and surface features of the task? The present study investigated the interplay between the costs of the two solutions (a structural feature) and the format in which this information was presented (a surface feature). In a computer-based modular plant scenario, participants chose between process parameter modifications (Adapt) and reconfigurations of the module setup (Exchange). Solution costs were presented either as graphs depicting parameter relations, separate numbers for each parameter, or integrated numbers for each solution. It was hypothesised that graphs induce satisficing (i.e., basing decisions only on Adapt), whereas the numeric formats foster a comparison of the solutions (i.e., basing decisions on the Adapt/Exchange ratio). The hypothesised effects were restricted to situations with medium Adapt costs. A second experiment replicated these findings while adjusting the scale of numeric formats. We conclude that Adapt/Exchange decisions are shaped by an interaction of structural and surface features. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2401_02505 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Adapt/Exchange decisions depend on structural and surface features: Effects of solution costs and presentation format Müller, Romy Human-Computer Interaction Problem solvers often need to choose between adapting a current solution and exchanging it for a new one. How do such decisions depend on structural and surface features of the task? The present study investigated the interplay between the costs of the two solutions (a structural feature) and the format in which this information was presented (a surface feature). In a computer-based modular plant scenario, participants chose between process parameter modifications (Adapt) and reconfigurations of the module setup (Exchange). Solution costs were presented either as graphs depicting parameter relations, separate numbers for each parameter, or integrated numbers for each solution. It was hypothesised that graphs induce satisficing (i.e., basing decisions only on Adapt), whereas the numeric formats foster a comparison of the solutions (i.e., basing decisions on the Adapt/Exchange ratio). The hypothesised effects were restricted to situations with medium Adapt costs. A second experiment replicated these findings while adjusting the scale of numeric formats. We conclude that Adapt/Exchange decisions are shaped by an interaction of structural and surface features. |
| title | Adapt/Exchange decisions depend on structural and surface features: Effects of solution costs and presentation format |
| topic | Human-Computer Interaction |
| url | https://arxiv.org/abs/2401.02505 |