Two distinct and separable processes underlie individual differences in algorithm adherence: Differences in predictions and differences in trust thresholds

Achiel Fenneman; Joern Sickmann; Thomas Pitz; Alan G. Sanfey

PLOS ONE · 2021-02-25
Peer-reviewed research article · Version of record · CC BY 4.0 · 9,043 words

Original source: Volume 16 · Issue 2 · e0247084

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Title: Two distinct and separable processes underlie individual differences in algorithm adherence: Differences in predictions and differences in trust thresholds
Human authorship: Achiel Fenneman; Joern Sickmann; Thomas Pitz; Alan G. Sanfey
Source: Complete manuscript edition 2026-10-22
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Original authors / creators: Achiel Fenneman; Joern Sickmann; Thomas Pitz; Alan G. Sanfey
Original publication: PLOS ONE · Public Library of Science · 2021-02-25
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doi:10.1371/journal.pone.0247084
License & retained notices: CC BY 4.0
2021 Fenneman et al This is an open access article distributed under the terms of the Creative Commons Attribution License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
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2021 Fenneman et al This is an open access article distributed under the terms of the Creative Commons Attribution License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Edition changes: Licensed narrative text edition. Original headings, paragraphs and references are preserved with normalized whitespace and layout. Figures, tables, display equations and separately licensed third-party material are not reproduced; use the linked original full text for those elements and definitive pagination. This is an attributed republication, not newly conducted research.
Evidence limits: Online experimental participants and a single simplified task limit generalization; findings do not establish stable individual traits or performance of real investment systems. Increasing adherence is not itself an investment-quality outcome.
Retraction / correction check: No article-specific retraction identified in publisher front matter and Crossref metadata inspection Bounded metadata/front-matter check; not a comprehensive Retraction Watch or all-version audit. An absence of notice is not a guarantee. Checked 2026-10-22.
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