Graduate students as surrogates for managers in business intelligence and analytics research: a preliminary study

被引:5
|
作者
Song, Yutong [1 ]
Arnott, David [1 ]
Gao, Shijia [1 ]
机构
[1] Monash Univ, Fac Informat Technol, Melbourne, Vic, Australia
关键词
Business intelligence; analytics; experiments; student subjects; surrogates; DECISION-SUPPORT-SYSTEMS; INFORMATION-SYSTEMS; FRAMEWORK; GENERALIZABILITY; RELEVANCE; BEHAVIOR; DESIGN;
D O I
10.1080/12460125.2020.1838037
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Business intelligence and analytics (BI&A) research has been dominated by conceptual studies, simulations, and case studies, but as the field matures, experimentation is increasing. The use of students as surrogates for managers in experiments is a widespread practice in business research. Managers are difficult to recruit and organise for experimental sessions, adding to the time span and cost of a research project. This paper reports on an experiment where students and managers used a BI&A system to make simulated business decisions. The experiment is the first stage of a larger project. The study found that there were no significant differences between student and manager performance in terms of decision-making quality and efficiency, and they had similar perceptions of BI&A systems use. This paper provides preliminary evidence that high performing graduate students may be used as surrogates for managers for investigations concerning structured decisions that are supported by BI&A systems.
引用
收藏
页码:280 / 304
页数:25
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