Science capital is related to probabilistic reasoning

Recognizing trustworthy scientific information is crucial in the current information era, and having sufficient resources to interact with and make use of scientific information is more important than ever. Because information is often presented numerically, informed decision-making requires numeracy skills such as probabilistic reasoning - understanding randomness and probability. The present study examined whether different dimensions of science capital (engagement in science-related activities, self-efficacy, early encouragement to science, and science attitudes) are associated with probabilistic reasoning measured as performance in a randomness task and tasks measuring representativeness and equiprobability heuristics. The results showed that engagement in science-related activities was related to reduced use of the representativeness heuristic and higher accuracy on randomness when controlling for age, gender, and education level. Interestingly, the use of equiprobability heuristic increased with science-related activities but decreased with early encouragement to science. We suggest that in adults, an accessible and encouraging science environment may be positively related to probabilistic reasoning.

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Publication Details

Journal
Scientific Reports
Published
2026-06-27
DOI
https://doi.org/10.1038/s41598-026-59631-3
Primary Topic
Decision-Making and Behavioral Economics
Type
article
Field-Weighted Citation Impact
0.00

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article

Science capital is related to probabilistic reasoning

Milla Pihlajamäki, Caitlin Dawson, Jaana Simola, Johanna K. Kaakinen et al.
Scientific Reports
Decision-Making and Behavioral Economics
article

Science capital is related to probabilistic reasoning

Milla Pihlajamäki, Caitlin Dawson, Jaana Simola, Johanna K. Kaakinen, Hanna Julku
article en

Abstract

Recognizing trustworthy scientific information is crucial in the current information era, and having sufficient resources to interact with and make use of scientific information is more important than ever. Because information is often presented numerically, informed decision-making requires numeracy skills such as probabilistic reasoning - understanding randomness and probability. The present study examined whether different dimensions of science capital (engagement in science-related activities, self-efficacy, early encouragement to science, and science attitudes) are associated with probabilistic reasoning measured as performance in a randomness task and tasks measuring representativeness and equiprobability heuristics. The results showed that engagement in science-related activities was related to reduced use of the representativeness heuristic and higher accuracy on randomness when controlling for age, gender, and education level. Interestingly, the use of equiprobability heuristic increased with science-related activities but decreased with early encouragement to science. We suggest that in adults, an accessible and encouraging science environment may be positively related to probabilistic reasoning.

Scientific Reports
University of Helsinki (FI), University of Turku (FI), Helsinki Institute of Physics (FI), KU Leuven (BE)
Strategic Research Council
Quality Education
Openalex Percentile: Top 4%
Decision-Making and Behavioral Economics
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