Student or educator? Sign up with your school email and get 6 months of Pro free.
Cited by 1,370

The DOI matches its Crossref record; 7 of the 7 references it cites were found in a registry or an index.

A Cross-Cultural Study on Escalation of Commitment Behavior in Software Projects1

Keil, Mark, Tan, Bernard C. Y., Wei, Kwok-Kee, Saarinen, Timo, Tuunainen, Virpi, Wassenaar, Arjen·2000·MIS Quarterly

Abstract

One of the most challenging decisions that a manager must confront is whether to continue or abandon a troubled project. Published studies suggest that failing software projects are often allowed to continue for too long before appropriate management action is taken to discontinue or redirect the efforts. The level of sunk cost associated with such projects has been offered as one explanation for this escalation of commitment behavior. What prior studies fail to consider is how concepts from risk-taking theory (such as risk propensity and risk perception) affect decision makers’ willingness to continue a project under conditions of sunk cost. To better understand factors that may cause decision makers to continue such projects, this study examines the level of sunk cost together with the risk propensity and risk perception of decision makers. These factors are assessed for cross-cultural robustness using matching laboratory experiments carried out in three cultures (Finland, the Netherlands, and Singapore). With a wider set of explanatory factors than prior studies, we could account for a higher amount of variance in decision makers’ willingness to continue a project. The level of sunk cost and the risk perception of decision makers contributed significantly to their willingness to continue a project. Moreover, the risk propensity of decision makers was inversely related to risk perception. This inverse relationship was significantly stronger in Singapore (a low uncertainty avoidance culture) than in Finland and the Netherlands (high uncertainty avoidance cultures). These results reveal that some factors behind decision makers’ willingness to continue a project are consistent across cultures while others may be culture-sensitive. Implications of these results for further research and practice are discussed.

Overview

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.2307/3250940

Cites

7 of 7 references verified0 citation errors · 0 not checkable

Statistics

Verification

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Citations

Cites

Show all 7 references

Research works printed but not linked: 69

  1. Abdel-Hamid, 1991, Software Project Dynamics: An Integrated Approach
  2. Armstrong, 1996, The Ombudsman: Management Folklore and Management Science: On Portfolio Planning, Escalation Bias, and Such, Interfaces, 26, 25, 10.1287/inte.26.4.25 · DOI
  3. Arrow, 1965, Aspects of the Theory of Risk Bearing
  4. Ashton, 1980, Students as Surrogates in Behavioral Accounting Research: Some Evidence, Journal of Accounting Research, 18, 1, 10.2307/2490389 · DOI · Paper page
  5. Barki, 1993, Toward an Assessment of Software Development Risk, Journal of Management Information Systems, 10, 203, 10.1080/07421222.1993.11518006 · DOI · Paper page
  6. Bonini, 1977, Capital Investment Under Uncertainty With Abandonment Options, Journal of Financial and Quantitative Analysis, 12, 39, 10.2307/2330286 · DOI
  7. Brockner, 1992, The Escalation of Commitment to a Failing Course of Action: Toward Theoretical Progress, Academy of Management Review, 17, 39, 10.2307/258647 · DOI · Paper page
  8. Brockner, 1979, Factors Affecting Withdrawal From an Escalating Conflict: Quitting Before It’s Too Late, Journal of Experimental Social Psychology, 15, 492, 10.1016/0022-1031(79)90011-8 · DOI
  9. Brooks, 1975, The Mythical Man-Month: Essays on Software Engineering, 10.1145/800027.808439 · DOI
  10. Charette, 1989, Software Engineering Risk Analysis and Management
  11. Chin, 1994, PLS-Graph Manual Version 2.7
  12. Chin, 1998, The Partial Least Squares Approach to Structural Equation Modeling, 295
  13. Chow, 1997, Escalating Commitment to Unprofitable Projects: Replication and Cross-Cultural Extension, Management Accounting Research, 8, 347, 10.1006/mare.1996.0046 · DOI
  14. Conlon, 1993, The Role of Project Completion Information in Resource Allocation Decisions, Academy of Management Journal, 36, 402, 10.2307/256529 · DOI
  15. Conlon, 1980, The Moderating Effects of Strategy, Visibility, and Involvement on Allocation Behavior: An Extension of Staw’s Escalation Paradigm, Organizational Behavior and Human Performance, 26, 172, 10.1016/0030-5073(80)90053-7 · DOI
  16. Drummond, 1996, Escalation in Decision-Making: The Tragedy of Taurus, 10.1093/acprof:oso/9780198289531.001.0001 · DOI
  17. Fishburn, 1977, Mean-Risk Analysis With Risk Associated With Below-Target Returns, American Economic Review, 67, 116
  18. Fornell, 1982, A Second Generation of Multivariate Analysis: Methods
  19. Fornell, 1982, Two Structural Equation Models: LISREL and PLS Applied to Customer Exit-Voice Theory, Journal of Marketing Research, 19, 440, 10.1177/002224378201900406 · DOI · Paper page
  20. Garland, 1990, Throwing Good Money After Bad: The Effect of Sunk Costs on the Decision to Escalate Commitment to an Ongoing Project, Journal of Applied Psychology, 75, 728, 10.1037/0021-9010.75.6.728 · DOI · Paper page
  21. Garland, 1991, Effects of Absolute and Relative Sunk Costs on the Decision to Persist With a Course of Action, Organizational Behavior and Human Decision Processes, 48, 55, 10.1016/0749-5978(91)90005-E · DOI
  22. Garland, 1990, De-Escalation of Commitment in Oil Exploration: When Sunk Costs and Negative Feedback Coincide, Journal of Applied Psychology, 75, 721, 10.1037/0021-9010.75.6.721 · DOI
  23. Hair, 1998, Multivariate Data Analysis
  24. Harnett, 1980, Bargaining Behavior: An International Study
  25. Heath, 1995, Escalation and De-escalation of Commitment in Response to Sunk Costs: The Role of Budgeting in Mental Accounting, Organizational Behavior and Human Decision Processes, 62, 38, 10.1006/obhd.1995.1029 · DOI · Paper page
  26. Hofstede, 1980, Culture’s Consequences: International Differences in Work-Related Values
  27. Hofstede, 1991, Cultures and Organizations: Software of the Mind
  28. Howe, 1983, On Optimal Asset Abandonment and Replacement, Journal of Financial and Quantitative Analysis, 18, 295, 10.2307/2330721 · DOI
  29. Hughes, 1991, Students as Surrogates for Managers in a Decision-Making Environment: An Experimental Study, Journal of Management Information Systems, 8, 153, 10.1080/07421222.1991.11517925 · DOI
  30. Igbaria, 1994, Work Experiences, Job Involvement and Quality of Work Life Among Information Systems Personnel, MIS Quarterly, 18, 175, 10.2307/249764 · DOI · Paper page
  31. Keil, 1995, Pulling the Plug: Software Project Management and the Problem of Project Escalation, MIS Quarterly, 19, 421, 10.2307/249627 · DOI · Paper page
  32. Keil, 1998, A Framework for Identifying Software Project Risks, Communications of the ACM, 41, 76, 10.1145/287831.287843 · DOI · Paper page
  33. Keil, 1995, Understanding Runaway Information Technology Projects: Results from an International Research Program Based on Escalation Theory, Journal of Management Information Systems, 11, 67
  34. Keil, 1999, Turning Around Troubled Software Projects: An Exploratory Study of the Deescalation of Commitment to Failing Courses of Action, Journal of Management Information Systems, 15, 63, 10.1080/07421222.1999.11518222 · DOI · Paper page
  35. Keil, 1995, The Effects of Sunk Cost and Project Completion on Information Technology Project Escalation, IEEE Transactions on Engineering Management, 42, 372, 10.1109/17.482086 · DOI
  36. Kogan, 1964, Risk Taking: A Study in Cognition and Personality
  37. Krueger, 1994, How Believing in Ourselves Increases Risk Taking: Perceived Self-Efficacy and Opportunity Recognition, Decision Sciences, 25, 385, 10.1111/j.1540-5915.1994.tb01849.x · DOI
  38. Lyytinen, 1996, A Framework for Software Risk Management, Journal of Information Technology, 11, 275, 10.1177/026839629601100402 · DOI
  39. Lyytinen, 1998, Attention Shaping and Software Risk: A Categorical Analysis of Four Classical Risk Management Approaches, Information Systems Research, 9, 233, 10.1287/isre.9.3.233 · DOI · Paper page
  40. MacCrimmon, 1985, A Portfolio of Risk Measures, Theory and Decision, 19, 1, 10.1007/BF00134352 · DOI
  41. MacCrimmon, 1990, Characteristics of Risk Taking Executives, Management Science, 36, 422, 10.1287/mnsc.36.4.422 · DOI
  42. Mann, J. The Role of Project Escalation in Explaining Runaway Information Systems Development Projects: A Field Study, Unpublished Doctoral Dissertation, Georgia State University, Atlanta, GA, 1996.
  43. March, 1987, Managerial Perspectives on Risk and Risk Taking, Management Science, 33, 1404, 10.1287/mnsc.33.11.1404 · DOI · Paper page
  44. McCain, 1986, Continuing Investment Under Conditions of Failure: A Laboratory Study of the Limits to Escalation, Journal of Applied Psychology, 71, 280, 10.1037/0021-9010.71.2.280 · DOI
  45. Mellers, 1994, Representations of Risk Judgments, Organizational Behavior and Human Decision Processes, 57, 167, 10.1006/obhd.1994.1010 · DOI
  46. Newman, 1996, Determinants of Commitment to Information Systems Development: A Longitudinal Investigation, MIS Quarterly, 20, 23, 10.2307/249541 · DOI · Paper page
  47. Northcraft, 1986, Opportunity Costs and the Framing of Resource Allocation Decisions, Organizational Behavior and Human Decision Processes, 37, 348, 10.1016/0749-5978(86)90034-8 · DOI
  48. Ropponen, 1997, How Software Risk Management can Improve Systems Development: An Explorative Study, European Journal of Information Systems, 6, 41, 10.1057/palgrave.ejis.3000253 · DOI
  49. Ropponen, 2000, Components of Software Development Risk: How to Address Them? A Project Manager Survey, IEEE Transactions on Software Engineering, 26, 98, 10.1109/32.841112 · DOI · Paper page
  50. Schneider, 1986, Reflection in Preferences Under Risk: Who and When May Suggest Why, Journal of Experimental Psychology: Human Perception and Performance, 12, 535
  51. Sharp, 1997, Project Escalation and Sunk Costs: A Test of the International Generalizability of Agency and Prospect Theories, Journal of International Business Studies, 28, 101, 10.1057/palgrave.jibs.8490095 · DOI
  52. Simonson, 1992, The Effect of Accountability on Susceptibility to Decision Errors, Organizational Behavior and Human Decision Processes, 51, 416, 10.1016/0749-5978(92)90020-8 · DOI · Paper page
  53. Simonson, 1992, Deescalation Strategies: A Comparison of Techniques for Reducing Commitment to Losing Courses of Action, Journal of Applied Psychology, 77, 419, 10.1037/0021-9010.77.4.419 · DOI
  54. Singer, 1986, Individual Differences and the Escalation of Commitment Paradigm, Journal of Social Psychology, 126, 197, 10.1080/19401183.1986.12461514 · DOI
  55. Sitkin, 1995, Determinants of Risky Decision-Making Behavior: A Test of the Mediating Role of Risk Perceptions and Propensity, Academy of Management Journal, 38, 1573, 10.2307/256844 · DOI · Paper page
  56. Slovic, 1982, Fact versus Fears: Understanding Perceived Risk, 463, 10.1017/CBO9780511809477.034 · DOI · Paper page
  57. Staw, 1997, The Escalation of Commitment: An Update and Appraisal, 191
  58. Staw, 1997, Escalation at the Credit Window: A Longitudinal Study of Bank Executives’ Recognition and Write-Off of Problem Loans, Journal of Applied Psychology, 82, 130, 10.1037/0021-9010.82.1.130 · DOI
  59. Staw, 1995, Sunk Costs in the NBA: Why Draft Order Affects Playing Time and Survival in Professional Basketball, Administrative Science Quarterly, 40, 474, 10.2307/2393794 · DOI · Paper page
  60. Staw, 1987, Behavior in Escalation Situations: Antecedents, Prototypes, and Solutions, 39
  61. Staw, 1981, Threat-Rigidity Effects in Organizational Behavior: A Multilevel Analysis, Administrative Science Quarterly, 26, 501, 10.2307/2392337 · DOI
  62. Street, 1997, A Conceptual Framework Establishing the Relationship Between Groupthink and Escalation Commitment Behavior, Small Group Research, 28, 267, 10.1177/1046496497282005 · DOI
  63. Tan, 1998, Computer-Mediated Communication and Majority Influence: Assessing the Impact in an Individualistic and a Collectivistic Culture, Management Science, 44, 1263, 10.1287/mnsc.44.9.1263 · DOI
  64. Thompson, 1991, Personal Computing: Toward a Conceptual Model of Utilization, MIS Quarterly, 15, 125, 10.2307/249443 · DOI · Paper page
  65. Thompson, 1994, Influence of Experience on Personal Computer Utilization: Testing a Conceptual Model, Journal of Management Information Systems, 11, 167, 10.1080/07421222.1994.11518035 · DOI · Paper page
  66. Trompenaars, 1998, Riding the Waves of Culture: Understanding Diversity in Global Business
  67. Vlek, 1980, Rational and Personal Aspects of Risk, Acta Psychologica, 45, 273, 10.1016/0001-6918(80)90038-4 · DOI · Paper page
  68. Wold, 1982, Soft Modeling: The Basic Design and Some Extensions, 1
  69. Zmud, 1980, Management of Large Software Efforts, MIS Quarterly, 4, 45, 10.2307/249336 · DOI · Paper page

Cited by

See all 1,370

Metadata

Authors
Keil, M., Tan, B. C. Y., Wei, K.-K., Saarinen, T., Tuunainen, V., & Wassenaar, A.
Venue
MIS Quarterly
Publisher
MIS Quarterly
Published
2000-06-01
Volume
24
Issue
2
Pages
299-325
ISSN
  • 0276-7783 (ISSN-L)
  • 2162-9730
OpenAlex
W1534941172
Cited by
1,370
References
7
FWCI
5.75
Type
journal article
Language
en
Open access
closed

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

How to cite

Cite CoChat for the checks on this page, and the paper for its own findings.

This page
CoChat. (2026). Citation check: A Cross-Cultural Study on Escalation of Commitment Behavior in Software Projects1. https://app.cochat.ai/papers/10.2307/3250940
The paper
Keil, M., Tan, B. C. Y., Wei, K.-K., Saarinen, T., Tuunainen, V., & Wassenaar, A. (2000). A Cross-Cultural Study on Escalation of Commitment Behavior in Software Projects1. MIS Quarterly. https://doi.org/10.2307/3250940

Data sources

Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.