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Evaluating the Impact of DSS, Cognitive Effort, and Incentives on Strategy Selection
Abstract
Decision support system (DSS) researchers have long debated whether or not the provision of a DSS would lead to greater decision-making effectiveness, efficiency, or both. The work described in this paper examines how DSS designers can guide users towards employing more normative decision strategies. Working from notions of restrictiveness and decisional guidance (Silver 1990) supplemented by the cost-benefit framework of cognition, we explain how DSS capabilities influence decision behavior and performance through the manipulation of effort. The results of this work should assist DSS developers to devise directed or nondirected approaches to effect desired behaviors.
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“However, in decision support systems and group support systems use contexts (e.g., Mennecke & Valacich, 1998;Speier et al., 2003), incentive has been found to be an important factor (see Todd & Benbasat, 1999).”
From Technology Acceptance Model 3 and a Research Agenda on Interventions (2008) · cites this paper as Todd & Benbasat, 1999
Citations
Cites
Decisions with Multiple Objectives: Preferences and Value Tradeoffs.
Tsoukias, A., Keeney, R. L., & Raiffa, H. (1994) · Journal of the Operational Research Society · doi:10.2307/2584151 · Cited by 8,414
Task-Technology Fit and Individual Performance
Goodhue, D. L., & Thompson, R. L. (1995) · MIS Quarterly · doi:10.2307/249689 · Cited by 6,006
Central and Peripheral Routes to Advertising Effectiveness: The Moderating Role of Involvement
Petty, R. E., Cacioppo, J. T., & Schumann, D. (1983) · Journal of Consumer Research · doi:10.1086/208954 · Cited by 4,610
Leave, C., Payne, J. W., Bettman, J. R., & Johnson, E. J. (1994) · Journal of the Operational Research Society · doi:10.2307/2584298 · Cited by 3,318
Decisions with Multiple Objectives: Preferences and Value Tradeoffs.
Smith, A., Keeney, R. L., & Raiffa, H. (1977) · Journal of the Royal Statistical Society Series A (General) · doi:10.2307/2345300 · Cited by 2,323
The role of involvement in attention and comprehension processes
Celsi, R. L., & Olson, J. C. (1988) · Journal of Consumer Research · doi:10.1086/209158 · Cited by 2,070
Payne, J. W. (1976) · Organizational Behavior and Human Performance · doi:10.1016/0030-5073(76)90022-2 · Cited by 1,974
Adaptive strategy selection in decision making.
Payne, J. W., Bettman, J. R., & Johnson, E. J. (1988) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/0278-7393.14.3.534 · Cited by 1,955
BOUNDED RATIONALITY, AMBIGUITY, AND THE ENGINEERING OF CHOICE
March, J. G. (1988) · Cambridge University Press eBooks · doi:10.1017/cbo9780511598951.004 · Cited by 1,687
Bounded rationality, ambiguity and the engineering of choice
March, J. G. (1978) · The Bell Journal of Economics · doi:10.2307/3003600 · Cited by 1,539
External Search Effort: An Investigation Across Several Product Categories
Beatty, S. E., & Smith, S. M. (1987) · Journal of Consumer Research · doi:10.1086/209095 · Cited by 1,297
Understanding User Evaluations of Information Systems
Goodhue, D. L. (1995) · Management Science · doi:10.1287/mnsc.41.12.1827 · Cited by 1,264
Cognitive Fit: A Theory‐Based Analysis of the Graphs Versus Tables Literature*
Vessey, I. (1991) · Decision Sciences · doi:10.1111/j.1540-5915.1991.tb00344.x · Cited by 1,263
Payne, J. W. (1982) · Psychological Bulletin · doi:10.1037/0033-2909.92.2.382 · Cited by 1,236
Confidence in judgment: persistence of the illusion of validity
Einhorn, H. J., & Hogarth, R. M. (1978) · Psychological Review · doi:10.1037/0033-295x.85.5.395 · Cited by 1,209
Audience Involvement in Advertising: Four Levels
Greenwald, A. G., & Leavitt, C. (1984) · Journal of Consumer Research · doi:10.1086/208994 · Cited by 1,049
A Contingency Model for the Selection of Decision Strategies
Beach, L. R., & Mitchell, T. R. (1978) · Academy of Management Review · doi:10.5465/amr.1978.4305717 · Cited by 973
Shugan, S. M. (1980) · Journal of Consumer Research · doi:10.1086/208799 · Cited by 919
Johnson, E. J., & Payne, J. W. (1985) · Management Science · doi:10.1287/mnsc.31.4.395 · Cited by 830
Cognitive Fit: An Empirical Study of Information Acquisition
Vessey, I., & Galletta, D. (1991) · Information Systems Research · doi:10.1287/isre.2.1.63 · Cited by 705
Process descriptions of decision making
Svenson, O. (1979) · Organizational Behavior and Human Performance · doi:10.1016/0030-5073(79)90048-5 · Cited by 653
Rethinking the Concept of User Involvement
Barki, H., & Hartwick, J. (1989) · MIS Quarterly · doi:10.2307/248700 · Cited by 623
Strategies for multiattribute binary choice.
Russo, J. E., & Dosher, B. A. (1983) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037//0278-7393.9.4.676 · Cited by 605
A componential analysis of cognitive effort in choice
Bettman, J. R., Johnson, E. J., & Payne, J. W. (1990) · Organizational Behavior and Human Decision Processes · doi:10.1016/0749-5978(90)90007-v · Cited by 533
The Effect of Task Demands and Graphical Format on Information Processing Strategies
Järvenpää, S. L. (1989) · Management Science · doi:10.1287/mnsc.35.3.285 · Cited by 492
Decision Support System Effectiveness: A Review and an Empirical Test
Sharda, R., Barr, S. H., & McDonnell, J. C. (1988) · Management Science · doi:10.1287/mnsc.34.2.139 · Cited by 438
Effects of Information Presentation Format on Consumer Information Acquisition Strategies
Bettman, J. R., & Kakkar, P. (1977) · Journal of Consumer Research · doi:10.1086/208672 · Cited by 431
Todd, P., & Benbasat, I. (1992) · MIS Quarterly · doi:10.2307/249534 · Cited by 385
Self-citationThe Growth of Cognitive Modeling in Human-Computer Interaction Since GOMS
Olson, J. R., & Olson, G. M. (1990) · Human-Computer Interaction · doi:10.1016/b978-0-08-051574-8.50063-7 · Cited by 369
Information Displays and Decision Processes
Kleinmuntz, D. N., & Schkade, D. A. (1993) · Psychological Science · doi:10.1111/j.1467-9280.1993.tb00265.x · Cited by 304
Building Decision Support Systems
Bennett, J. L. (1983) · Addison-Wesley Longman Publishing Co., Inc. eBooks · Cited by 303
Todd, P., & Benbasat, I. (1991) · Information Systems Research · doi:10.1287/isre.2.2.87 · Cited by 258
Self-citationInformation displays and preference reversals
Johnson, E. J., Payne, J. W., & Bettman, J. R. (1988) · Organizational Behavior and Human Decision Processes · doi:10.1016/0749-5978(88)90017-9 · Cited by 242
Thorngate, W. (1980) · Systems Research and Behavioral Science · doi:10.1002/bs.3830250306 · Cited by 236
Task complexity and contingent processing in decision making: A replication and extension
Olshavsky, R. W. (1979) · Organizational Behavior and Human Performance · doi:10.1016/0030-5073(79)90032-1 · Cited by 234
The Impact of Incentives Upon Risky Choice Experiments
Beattie, J., & Loomes, G. (1997) · Journal of Risk and Uncertainty · doi:10.1023/a:1007721327452 · Cited by 223
Factors influencing the use of a decision rule in a probabilistic task
Arkes, H. R., Dawes, R. M., & Christensen, C. (1986) · Organizational Behavior and Human Decision Processes · doi:10.1016/0749-5978(86)90046-4 · Cited by 216
Decision Support Systems: Directed and Nondirected Change
Silver, M. S. (1990) · Information Systems Research · doi:10.1287/isre.1.1.47 · Cited by 209
Benbasat, I., Dexter, A. S., & Todd, P. (1986) · Communications of the ACM · doi:10.1145/7538.7545 · Cited by 205
Self-citationDecision Making Under Uncertainty
Karni, E. (1985) · Harvard University Press eBooks · doi:10.4159/harvard.9780674494008 · Cited by 189
Todd, P., & Benbasat, I. (1994) · Organizational Behavior and Human Decision Processes · doi:10.1006/obhd.1994.1074 · Cited by 170
Self-citationJungermann, H. (1983) · Advances in psychology · doi:10.1016/s0166-4115(08)62194-9 · Cited by 147
The Effects of Task Size and Similarity on the Decision Behavior of Bank Loan Officers
Biggs, S. F., Bedard, J. C., Gaber, B., & Linsmeier, T. J. (1985) · Management Science · doi:10.1287/mnsc.31.8.970 · Cited by 127
The Impact of accuracy and effort feedback and goals on adaptive decision behavior
Creyer, E. H., Bettman, J. R., & Payne, J. W. (1990) · Journal of Behavioral Decision Making · doi:10.1002/bdm.3960030102 · Cited by 111
Numeric and linguistic information representation in multiattribute choice
Stone, D. N., & Schkade, D. A. (1991) · Organizational Behavior and Human Decision Processes · doi:10.1016/0749-5978(91)90041-q · Cited by 107
Decision support systems: A decade in perspective
(1986) · Information & Management · doi:10.1016/0378-7206(86)90074-1 · Cited by 105
DSS theory: A model of constructs and relationships
Eierman, M. A., Niederman, F., & Adams, C. R. (1995) · Decision Support Systems · doi:10.1016/0167-9236(94)00012-h · Cited by 101
The effects of decision support and task contingencies on model formulation: A cognitive perspective
Benbasat, I., & Todd, P. (1996) · Decision Support Systems · doi:10.1016/0167-9236(96)00003-6 · Cited by 86
Self-citationEom, S. B. (1996) · Decision Support Systems · doi:10.1016/0167-9236(95)00026-7 · Cited by 76
A Model of Financial Incentive Effects in Decision Making
Stone, D. N., & Ziebart, D. A. (1995) · Organizational Behavior and Human Decision Processes · doi:10.1006/obhd.1995.1020 · Cited by 74
The influence of decision aids on choice strategies under conditions of high cognitive load
Todd, P., & Benbasat, I. (1994) · IEEE Transactions on Systems Man and Cybernetics · doi:10.1109/21.286376 · Cited by 67
Self-citationUnderstanding contingent choice: a computer simulation approach
Payne, J. W., Johnson, E. J., Bettman, J. R., & Coupey, E. (1990) · IEEE Transactions on Systems Man and Cybernetics · doi:10.1109/21.52541 · Cited by 65
Information search and decision making: The effects of information displays
Sundström, G. A. (1987) · Acta Psychologica · doi:10.1016/0001-6918(87)90025-4 · Cited by 65
Empirical Research in Managerial Support Systems: A Review and Assessment
Benbasat, I., DeSanctis, G., & Nault, B. R. (1993) · Springer eBooks · doi:10.1007/978-3-662-02952-7_16 · Cited by 61
Self-citationEffectiveness of decision support systems: development or reliance effect?
Barr, S. H., & Sharda, R. (1997) · Decision Support Systems · doi:10.1016/s0167-9236(97)00021-3 · Cited by 56
Decision Support Systems: Designing to Extend the Cognitive Limits
Zachary, W. W. (1988) · Elsevier eBooks · doi:10.1016/b978-0-444-70536-5.50052-x · Cited by 53
Effects of extrinsic incentives on the quality of frequency assessments
Wright, W. F., & Aboul-Ezz, M. E. (1988) · Organizational Behavior and Human Decision Processes · doi:10.1016/0749-5978(88)90023-4 · Cited by 52
Descriptive Analysis for Computer-Based Decision Support
Silver, M. S. (1988) · Operations Research · doi:10.1287/opre.36.6.904 · Cited by 45
Systems that support decision makers: Description and analysis
Meadow, C. T. (1992) · Information Processing & Management · doi:10.1016/0306-4573(92)90070-g · Cited by 30
Effects of Attribute Scales on Process and Performance in Multiattribute Choice
Stone, D. N., & Schkade, D. A. (1994) · Organizational Behavior and Human Decision Processes · doi:10.1006/obhd.1994.1060 · Cited by 28
Integrating MCDM and DSS: Barriers and Counter Strategies
Nazareth, D. L. (1993) · INFOR Information Systems and Operational Research · doi:10.1080/03155986.1993.11732209 · Cited by 18
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Venkatesh, V., & Bala, H. (2008) · Decision Sciences · doi:10.1111/j.1540-5915.2008.00192.x · Cited by 8,159
Benbasat, I., & Zmud, R. W. (2003) · MIS Quarterly · doi:10.2307/30036527 · Cited by 1,525
Self-citationBenbasat, I., Barki, H., & Montréal, H. (2007) · Journal of the Association for Information Systems · doi:10.17705/1jais.00126 · Cited by 1,456
Self-citationOrlikowski, W. J., & Barley, S. R. (2001) · MIS Quarterly · doi:10.2307/3250927 · Cited by 1,255
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Smith, D., Menon, S., & Sivakumar, K. (2005) · Journal of Interactive Marketing · doi:10.1002/dir.20041 · Cited by 683
Metadata
- Authors
- Todd, P., & Benbasat, I.
- Affiliations
- University of Houston (US)
- University of British Columbia (CA)
- ORCID
- Benbasat, Izak
- Venue
- Information Systems Research
- Published
- 1999-12
- Volume
- 10
- Issue
- 4
- Pages
- 356-374
- ISSN
- 1047-7047 (ISSN-L)
- 1526-5536
- OpenAlex
- W2045808844
- Cited by
- 312
- References
- 61
- Citations by year
- 2026: 3 · 2025: 4 · 2024: 5 · 2023: 3 · 2022: 5 · 2021: 4 · 2020: 9 · 2019: 7 · 2018: 3 · 2017: 19 · 2016: 10 · 2015: 8 · 2014: 18 · 2013: 10 · 2012: 26
- FWCI
- 14.44
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Information Systems Research (publishedVersion)
- Funders
- Natural Sciences and Engineering Research Council of Canada
- Social Sciences and Humanities Research Council of Canada
- Luonnontieteiden ja Tekniikan Tutkimuksen Toimikunta
- Topics
- Social Sciences › Business, Management and Accounting › Management Information Systems › Decision Support System Applications
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Social Sciences › Decision Sciences › Management Science and Operations Research › Complex Systems and Decision Making
- Keywords
- decision support system, decision strategies, cognitive effort, incentives, restrictiveness, behavioral decision making, decision-making effectiveness, decision-making efficiency
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