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Heuristics as adaptive decision strategies in management: HEURISTICS IN MANAGEMENT
Open accessAbstract
In the management literature, heuristics are often conceived of as a source of systematic error, whereas logic and statistics are regarded as the sine qua non of good decision making. Yet, this view can be incorrect for decisions made under uncertainty, as opposed to risk. Research on fast and frugal heuristics shows that simple heuristics can be successful in complex, uncertain environments and also when and why this is the case. This article describes the conceptual framework of heuristics as adaptive decision strategies and connects it with the managerial literature. We review five classes of heuristics, analyze their common building blocks, and show how these are applied in managerial decision making. We conclude by highlighting some prominent opportunities for future research in the field. In the uncertain world of management, simple heuristics can lead to better and faster decisions than complex statistical procedures. Copyright © 2014 John Wiley & Sons, Ltd.
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“Simple heuristics can be more successful especially in uncertain and complex spaces since all the information required to make a decision might not be available as a result of uncertainty [4].”
From A Framework of High-Stakes Algorithmic Decision-Making for the Public Sector Developed through a Case Study of Child-Welfare (2021) · cites this paper as [4]
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Cites
Tversky, A., & Kahneman, D. (1974) · Science · doi:10.1126/science.185.4157.1124 · Cited by 28,810
Judgment under Uncertainty: Heuristics and Biases
Tversky, A., & Kahneman, D. (1975) · Utility, Probability, and Human Decision Making · doi:10.1007/978-94-010-1834-0_8 · Cited by 22,650
An Evolutionary Theory of Economic Change.
Loasby, B. J., Nelson, R. R., & Winter, S. G. (1983) · The Economic Journal · doi:10.2307/2232409 · Cited by 21,426
A BEHAVIORAL MODEL OF RATIONAL CHOICE
Simon, H. A. (1955) · The Quarterly Journal of Economics · doi:10.2307/1884852 · Cited by 15,877
Gioia, D. A., Mehra, A., & Weick, K. E. (1996) · Academy of Management Review · doi:10.2307/259169 · Cited by 15,616
(2011) · Cited by 14,317
Knight, F. H. (1921) · Cited by 9,967
Tversky, A. (1977) · Psychological Review · doi:10.1037/0033-295x.84.4.327 · Cited by 7,414
Levitt, B., & March, J. G. (1988) · Annual Review of Sociology · doi:10.1146/annurev.so.14.080188.001535 · Cited by 6,669
An evolutionary theory of economic change
Winter, & Sidney, G. (1982) · Cited by 6,343
Flagged first, then by citations
8 of the 158 references couldn’t be matched to a known paper.
Research works printed but not linked: 5
- Brighton, 2006, AAAI spring symposium: Cognitive science principles meet AI-hard problems, 17
- Gigerenzer, 1999, Simple heuristics that make us smart
- Groner, 1983, Methods of heuristics, 1
- Hogarth, 2001, Educating intuition
- Stemberg, 1996, Staples for success: From business plan to billion-dollar business in just a decade
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Metadata
- Authors
- Artinger, F., Petersen, M., Gigerenzer, G., & Weibler, J.
- Affiliations
- University of Warwick (GB)
- FernUniversität in Hagen (DE)
- Max Planck Institute for Human Development (DE)
- Corresponding author
- Petersen, Malte
- Venue
- Journal of Organizational Behavior
- Publisher
- Wiley
- Published
- 2014-09-22
- Volume
- 36
- Issue
- S1
- Pages
- S33-S52
- ISSN
- 0894-3796 (ISSN-L)
- OpenAlex
- W2144108520
- Cited by
- 255
- References
- 158
- Citations by year
- 2026: 12 · 2025: 25 · 2024: 19 · 2023: 28 · 2022: 36 · 2021: 39 · 2020: 28 · 2019: 27 · 2018: 16 · 2017: 17 · 2016: 4 · 2015: 3
- FWCI
- 7.24
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Journal of Organizational Behavior (publishedVersion)
- Max Planck Institute for Plasma Physics (submittedVersion)
- Max Planck Digital Library (submittedVersion)
- MPG.PuRe (Max Planck Society) (submittedVersion, other-oa)
- Topics
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Social Sciences › Decision Sciences › Management Science and Operations Research › Leadership, Behavior, and Decision-Making Studies
- Health Sciences › Medicine › Family Practice › Clinical Reasoning and Diagnostic Skills
- Keywords
- heuristics, management decision-making, fast and frugal heuristics, decision making under uncertainty, decision making under risk, cognitive biases, simple heuristics
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