The effect of probability and framing on the default effect in decision making under risk

This study examines how probability and outcome framing modulate the default effect in risky decision-making using two controlled experiments with probabilistically equivalent lotteries. Participants repeatedly chose among four equivalent betting options, with one highlighted as a default. Across both studies (N = 317), we document a robust default effect, with 38-39% choosing defaults versus a 25% random benchmark. Crucially, low winning probability (25% vs. 75%) consistently amplified default reliance. However, loss framing increased default choices significantly only in Study 1 (where task descriptions differed across probabilities) but not in Study 2 (where task framing was standardized). This suggests winning probability is a more reliable moderator than framing. Post-experiment surveys indicate cognitive ease and responsibility avoidance are key psychological mechanisms: low probability heightens the difficulty of winning, increasing default acceptance, while loss framing exacerbates responsibility aversion. The study advances understanding of the economic and contextual determinants of the default effect and highlights its implications for designing choice architectures in real-world applications where uncertainty is prominent.

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Publication Details

Journal
Scientific Reports
Published
2025-09-29
DOI
https://doi.org/10.1038/s41598-025-19051-1
Primary Topic
Decision-Making and Behavioral Economics
Type
article
Field-Weighted Citation Impact
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article

The effect of probability and framing on the default effect in decision making under risk

Joshua Lanier, Yulei Xie, Di Wang
Scientific Reports
Decision-Making and Behavioral Economics
article

The effect of probability and framing on the default effect in decision making under risk

Joshua Lanier, Yulei Xie, Di Wang
article en

Abstract

This study examines how probability and outcome framing modulate the default effect in risky decision-making using two controlled experiments with probabilistically equivalent lotteries. Participants repeatedly chose among four equivalent betting options, with one highlighted as a default. Across both studies (N = 317), we document a robust default effect, with 38-39% choosing defaults versus a 25% random benchmark. Crucially, low winning probability (25% vs. 75%) consistently amplified default reliance. However, loss framing increased default choices significantly only in Study 1 (where task descriptions differed across probabilities) but not in Study 2 (where task framing was standardized). This suggests winning probability is a more reliable moderator than framing. Post-experiment surveys indicate cognitive ease and responsibility avoidance are key psychological mechanisms: low probability heightens the difficulty of winning, increasing default acceptance, while loss framing exacerbates responsibility aversion. The study advances understanding of the economic and contextual determinants of the default effect and highlights its implications for designing choice architectures in real-world applications where uncertainty is prominent.

Scientific ReportsVol. 15(1)
Nanyang Technological University (SG), Southwestern University of Finance and Economics (CN)
Openalex Percentile: Top 67%
Decision-Making and Behavioral Economics
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