The DOI matches its Crossref record; 29 of the 31 references it cites were found in a registry or an index.
Cross-Cultural Variations in Probability Judgment Accuracy: Beyond General Knowledge Overconfidence?
Abstract
Previous studies have revealed surprising and persistent cross-cultural variations in overconfidence, whereby respondents in some Asian cultures (e.g., Chinese) exhibit markedly higher degrees of overconfidence than respondents in other cultures (e.g., in the United States and Japan). Most of those demonstrations have entailed general knowledge tasks (e.g., answering questions such as whether Europe is larger than Australia). The present studies sought to determine whether such cross-cultural variations extend to judgments about the kinds of events that bear upon more common practical decisions and to aspects of accuracy other than overconfidence. Subjects in Taiwan, Japan, and the United States made probabilistic differential diagnoses of fictional diseases in a stochastic artificial ecology. Results revealed that previously observed cross-cultural variations do indeed generalize. The data were also informative about several potential accounts for such variations, e.g., arguing against a proposal that they rest on different emphases on discrimination rather than calibration, but consistent with the influences of culture-specific cognitive customs, including responsiveness to explicitly displayed information, regardless of its presumed validity. Copyright 1998 Academic Press.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Differences between cultures in how these beliefs are acquired may account for findings of cultural differences in confidence and metacognition (van der Plas et al. 2022, Yates et al. 1998) and in how people process self-related feedback (Kitayama et al. 1997).”
From Metacognition and Confidence: A Review and Synthesis (2024) · cites this paper as Yates et al. 1998
Citations
Cites
Back-translation for cross-cultural research.
Brislin, R. W. (1970) · Journal of Cross-Cultural Psychology · doi:10.1177/135910457000100301 · Cited by 14,091
Subjective probability: A judgment of representativeness
Kahneman, D. J., & Tversky, A. (1972) · Cognitive Psychology · doi:10.1016/0010-0285(72)90016-3 · Cited by 4,996
Probabilistic mental models: a Brunswikian theory of confidence
Gigerenzer, G., Hoffrage, U., & Kleinbölting, H. (1991) · Psychological Review · doi:10.1037/0033-295x.98.4.506 · Cited by 1,506
Making Hard Decisions, an Introduction to Decision Analysis
Liu, S. T., & Clemen, R. T. (1992) · Technometrics · doi:10.2307/1270059 · Cited by 1,450
Knowing with certainty: The appropriateness of extreme confidence.
Fischhoff, B., Slovic, P., & Lichtenstein, S. (1977) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.3.4.552 · Cited by 1,428
White, M. I., Stevenson, H. W., & Stigler, J. W. (1993) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2074400 · Cited by 1,277
Bayesian Statistics: An Introduction
Ziegel, E. R., & Lee, P. M. (1998) · Technometrics · doi:10.2307/1270551 · Cited by 1,191
The Psychology of the Chinese people
Bond, M. H. (1986) · Oxford University Press eBooks · Cited by 918
Simultaneous over- and underconfidence: the role of error in judgment processes
Erev, I., Wallsten, T. S., & Budescu, D. V. (1994) · Psychological Review · doi:10.1037/0033-295x.101.3.519 · Cited by 644
External correspondence: Decompositions of the mean probability score
Yates, J. (1982) · Organizational Behavior and Human Performance · doi:10.1016/0030-5073(82)90237-9 · Cited by 466
Self-citation
Flagged first, then by citations
2 of the 31 references couldn’t be matched to a known paper.
Research works printed but not linked: 6
- Levi, K. R. 1986, Numerical likelihood estimates from physicians and linear models, Doctoral dissertation, University of Michigan, Ann Arbor
- Peng, 1997, Unpublished manuscript under editorial review
- Yates, J. F. 1990, Judgment and decision making, Englewood Cliffs, NJ, Prentice Hall
- Yates, 1996, Paper presented at the Annual Meeting of the Society for Judgment and Decision Making
- Yates, 1990, Measuring and analyzing probability judgment accuracy in medicine, Philippine Journal of Internal Medicine, 28, 21
- Zhang, 1992, Unpublished doctoral dissertation
Cited by
Sorted by citations
Items 201–220 of 220
When Less Is More: Counterfactual Thinking and Satisfaction among Olympic Medalists
Medvec, V. H., Madey, S. F., & Gilovich, T. D. (2002) · Cambridge University Press eBooks · doi:10.1017/cbo9780511808098.037 · Cited by 1
XCWG: Overconfidence Across CulturesPreprint
Moore, D. A., Dev, A. S., & Goncharova, E. Y. (2018) · doi:10.31234/osf.io/rhnxc · Cited by 1
Gender Considerations and Innovative Learning-centred Assessment Practices
Lanyon, L., & Hubball, H. (2008) · Transformative Dialogues Teaching and Learning Journal · doi:10.59236/td2008vol2iss1755 · Cited by 1
Review of Probability Elicitation and Examination of Approaches for Large Bayesian Networks
(2023) · Advances in systems analysis, software engineering, and high performance computing book series · doi:10.4018/978-1-6684-7766-3.ch009 · Cited by 1
Chen, Y., & Lee, J.-S. (2015) · Journal of Reviews on Global Economics · doi:10.6000/1929-7092.2015.04.02
Self-citationOver/Under Confidence: Effects of Culture and Number of Options.
Burns, B. D., & Luo, L. (2014) · eScholarship (California Digital Library)
The Attitude Toward Risk in Japanese Management
Pascha, W. (2010) · Palgrave Macmillan UK eBooks · doi:10.1057/9780230250536_4
Li, L. M. W. (2015) · ERA: Education and Research Archive (University of Alberta) · doi:10.7939/r3ws8hr8t
Belief in Luck or in Skill: Which Locks People into Gambling?
TangYue, K. Z., & Li, L. (2012)
Personal Resilience in High-Risk Domains
Kubicek, A. (2021) · Springer eBooks · doi:10.1007/978-3-030-63930-3_27
What We Think: The Accuracy of Our Judgments
Wilcox, J. E. (2022) · SpringerBriefs in psychology · doi:10.1007/978-3-031-19205-0_3
Study of the Effect on the Introduction of a Lockdown (COVID-19 Pandemic) on Abnormal Return Rate
Kot, M. (2022) · Studia i Materiały Wydziału Zarządzania UW · doi:10.7172/1733-9758.2022.37.3
Gender Difference in Overconfidence and Household Financial LiteracyPreprint
Nguyen, T. D., Lawrence, E. R., & Wick, B. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4859013
Schultze, T., & Chen, Z. (2025) · Judgment and Decision Making · doi:10.1017/jdm.2024.43
“Subjective Biased Perception on AI Knowledge and AI Aversion”
Oezguer, K., Jan, S., & Thomas, L. (2025) · IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) · doi:10.1109/percomworkshops65533.2025.00070
Teachers’ Receptiveness to Opposing Views: A Cross-Cultural Scale Adaption and Evaluation
Kaufmann, E. (2025) · SAGE Open · doi:10.1177/21582440251358999
The Discouraging Effect of Overconfidence
DECK, C. A., & Bregu, K. (2025) · Southern Economic Journal · doi:10.1002/soej.12788
The Importance of Studying the Cognitive Neuroscience of Aging Across Cultures
Gutchess, A. H., Tan, Y. S., Qian, J., & Goh, J. O. S. (2026) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.70336
Rapp, H. P. (2012) · Bradford Scholars (University of Bradford)
Калибрация прогнозов в задачах бинарного выбора
Колесникова, Д. П., & Белянин, А. В. (2013) · Психология Журнал Высшей школы экономики
Metadata
- Authors
- Yates, J. F., Lee, J.-W., Shinotsuka, H., Patalano, A. L., & Sieck, W. R.
- Affiliations
- University of Michigan (US)
- Hokkaido University (JP)
- Venue
- Organizational Behavior and Human Decision Processes
- Publisher
- Elsevier BV
- Published
- 1998-05
- Volume
- 74
- Issue
- 2
- Pages
- 89-117
- ISSN
- 0749-5978 (ISSN-L)
- OpenAlex
- W2126070272
- Cited by
- 220
- References
- 31
- Citations by year
- 2026: 1 · 2025: 7 · 2024: 6 · 2023: 6 · 2022: 10 · 2021: 7 · 2020: 4 · 2019: 11 · 2018: 9 · 2017: 1 · 2016: 8 · 2015: 11 · 2014: 9 · 2013: 2 · 2012: 9
- FWCI
- 4.78
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Organizational Behavior and Human Decision Processes (publishedVersion)
- PubMed (publishedVersion)
- Wesleyan University Digital Collections (Wesleyan University) (submittedVersion, public-domain)
- RePEc: Research Papers in Economics (submittedVersion)
- Wesleyan University Digital Collections (Wesleyan University) (submittedVersion)
- Topics
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Health Sciences › Medicine › Family Practice › Clinical Reasoning and Diagnostic Skills
- Social Sciences › Psychology › Social Psychology › Cultural Differences and Values
- Keywords
- overconfidence, probability judgment, cross-cultural comparison, calibration, discrimination (statistics), differential diagnosis, artificial ecology, cultural cognition
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review