Decision support system (DSS) use and decision performance: DSS motivation and its antecedents

被引:22
作者
Chan, Siew H. [1 ]
Song, Qian [2 ]
Sarker, Saonee [3 ]
Plumlee, R. David [4 ]
机构
[1] Nova Southeastern Univ, Accounting, Ft Lauderdale, FL 33314 USA
[2] Rochester Inst Technol, Accounting, Rochester, NY 14623 USA
[3] Univ Virginia, IT, Charlottesville, VA 22903 USA
[4] Univ Utah, Salt Lake City, UT 84112 USA
关键词
DSS motivation; DSS use; Decision performance; DSS performance feedback; DSS response time; Task motivation; EXPECTANCY-VALUE THEORY; INTRINSIC MOTIVATION; TECHNOLOGY ACCEPTANCE; INFORMATION SEARCH; MEASUREMENT INVARIANCE; EXTRINSIC MOTIVATION; MODERATING ROLES; TASK COMPLEXITY; TIME PRESSURE; ACHIEVEMENT;
D O I
10.1016/j.im.2017.01.006
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We developed an experimental decision support system (DSS) that enabled us to manipulate DSS performance feedback and response time, measure task motivation and DSS motivation, track the usage of the DSS, and obtain essential information for assessing decision performance through conjoint analysis. The results suggest the mediating role of DSS use in the relationship between DSS motivation and decision performance. Further, DSS motivation is highest in the presence of high task motivation, more positive DSS performance feedback, and fast DSS response time. The findings have important implications for both DSS research and practice. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:934 / 947
页数:14
相关论文
共 30 条
[21]   Evaluating Acceptance and User Experience of a Guideline-based Clinical Decision Support System Execution Platform [J].
Buenestado, David ;
Elorz, Javier ;
Perez-Yarza, Eduardo G. ;
Iruetaguena, Ander ;
Segundo, Unai ;
Barrena, Raul ;
Pikatza, Juan M. .
JOURNAL OF MEDICAL SYSTEMS, 2013, 37 (02)
[22]   Evaluating Acceptance and User Experience of a Guideline-based Clinical Decision Support System Execution Platform [J].
David Buenestado ;
Javier Elorz ;
Eduardo G. Pérez-Yarza ;
Ander Iruetaguena ;
Unai Segundo ;
Raúl Barrena ;
Juan M. Pikatza .
Journal of Medical Systems, 2013, 37
[23]   Using an attribute-based decision support system for user-customized products online: An experimental investigation [J].
Kamis, Arnold ;
Koufaris, Marios ;
Stern, Tziporah .
MIS QUARTERLY, 2008, 32 (01) :159-177
[24]   Evaluating the Feasibility and Acceptance of a Mobile Clinical Decision Support System in a Resource-Limited Country: Exploratory Study [J].
Ndlovu, Kagiso ;
Stein, Nate ;
Gaopelo, Ruth ;
Annechino, Michael ;
Molwantwa, Mmoloki C. ;
Monkge, Mosadikhumo ;
Forrestel, Amy ;
Williams, Victoria L. .
JMIR FORMATIVE RESEARCH, 2023, 7
[25]   Searching for information in a time-pressured setting: experiences with a Text-based and an Image-based decision support system [J].
Aminilari, M ;
Pakath, R .
DECISION SUPPORT SYSTEMS, 2005, 41 (01) :37-68
[26]   Machine learning-driven clinical decision support system for concept-based searching: a field trial in a Norwegian hospital [J].
Berge, G. T. ;
Granmo, O. C. ;
Tveit, T. O. ;
Munkvold, B. E. ;
Ruthjersen, A. L. ;
Sharma, J. .
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2023, 23 (01)
[27]   Machine learning-driven clinical decision support system for concept-based searching: a field trial in a Norwegian hospital [J].
G. T. Berge ;
O. C. Granmo ;
T. O. Tveit ;
B. E. Munkvold ;
A. L. Ruthjersen ;
J. Sharma .
BMC Medical Informatics and Decision Making, 23
[28]   Autonomy Support and its Links to Physical Activity and Competitive Performance: Mediations Through Motivation, Competence, Action Orientation and Harmonious Passion, and the Moderator Role of Autonomy Support by Perceived Competence [J].
Halvari, Hallgeir ;
Ulstad, Svein Olav ;
Bagoien, Tor Egil ;
Skjesol, Knut .
SCANDINAVIAN JOURNAL OF EDUCATIONAL RESEARCH, 2009, 53 (06) :533-555
[29]   Using multi-perspective methodologies to study users' interactions with the prototype front end of a guideline-based decision support system for diabetic foot care [J].
Peleg, Mor ;
Shachak, Aviv ;
Wang, Dongwen ;
Karnieli, Eddy .
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2009, 78 (07) :482-493
[30]   Developing an AI-Based clinical decision support system for basal insulin titration in type 2 diabetes in primary Care: A Mixed-Methods evaluation using heuristic Analysis, user Feedback, and eye tracking [J].
Thomsen, Camilla Heisel Nyholm ;
Kronborg, Thomas ;
Hangaard, Stine ;
Vestergaard, Peter ;
Jensen, Morten Hasselstrom .
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2025, 195