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Conflict and bias in heuristic judgment.
1University of Pennsylvania.
Adding conflicting heuristic responses increases accuracy in reasoning and judgment tasks. This finding highlights how cognitive conflict enhances deliberative processing and reduces heuristic bias.
Area of Science:
- Cognitive Psychology
- Decision-Making Science
- Behavioral Economics
Background:
- Conflict is theorized to engage deliberative processing in reasoning and judgment.
- Increasing conflict may reduce reliance on heuristic responses and improve accuracy.
Purpose of the Study:
- To investigate if adding conflicting heuristic response options enhances deliberative processing and accuracy.
- To test the hypothesis that increased cognitive conflict improves judgment and reasoning outcomes.
Main Methods:
- Experimental manipulation of the number of incorrect heuristic response options in judgment tasks.
- Assessment of participant responses in argument strength and word frequency judgments.
- Comparison of accuracy and heuristic bias across different conflict conditions.
Main Results:
- Participants showed reduced heuristic bias and increased accuracy with two incorrect heuristic options compared to one.
- The presence of greater conflict reliably promoted more accurate judgments.
- Findings support the role of conflict in modulating heuristic and deliberative thought.
Conclusions:
- Cognitive conflict is a key mechanism for recruiting deliberative processing.
- Accuracy in reasoning and judgment can be enhanced by strategically increasing response set conflict.
- Simple modifications to task design can significantly improve decision-making outcomes.
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