When decision support systems fail: Insights for strategic information systems from Formula 1

被引:54
作者
Aversa, Paolo [1 ]
Cabantous, Laure [1 ]
Haefliger, Stefan [1 ]
机构
[1] City Univ London, Cass Business Sch, London, England
基金
英国工程与自然科学研究理事会;
关键词
DSS; Affordances; Big data; Strategic information system; Decision-making; Distributed cognition; Performativity; Practice theory; Ferrari; Formula; 1; BIG DATA; DESIGN SCIENCE; AS-PRACTICE; TECHNOLOGY; SOCIOMATERIALITY; RATIONALITY; COMPETITION; FOUNDATION; ANALYTICS; SEEKING;
D O I
10.1016/j.jsis.2018.03.002
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Decision support systems (DSS) are sophisticated tools that increasingly take advantage of big data and are used to design and implement individual- and organization-level strategic decisions. Yet, when organizations excessively rely on their potential the outcome may be decision-making failure, particularly when such tools are applied under high pressure and turbulent conditions. Partial understanding and unidimensional interpretation can prevent learning from failure. Building on a practice perspective, we study an iconic case of strategic failure in Formula 1 racing. Our approach, which integrates the decision maker as well as the organizational and material context, identifies three interrelated sources of strategic failure that are worth investigation for decision-makers using DSS and big data: (1) the situated nature and affordances of decision-making; (2) the distributed nature of cognition in decision-making; and (3) the performativity of the DSS. We outline specific research questions and their implications for firm performance and competitive advantage. Finally, we advance an agenda that can help close timely gaps in strategic IS research.
引用
收藏
页码:221 / 236
页数:16
相关论文
共 100 条
[1]  
Allen J, 2010, DID FERRARI MAKE STR
[2]  
[Anonymous], 1977, The Ecological Approach to Visual Perception
[3]  
[Anonymous], 1990, Basics of Qualitative Research
[4]  
[Anonymous], 2010, J ASS INFORM SYST
[5]  
[Anonymous], 2015, DECIS SUPPORT SYST, DOI DOI 10.1007/978-3-319-18533-0_2
[6]  
[Anonymous], 2007, Scand. J. Inf. Syst.
[7]   A critical analysis of decision support systems research revisited: the rise of design science [J].
Arnott, David ;
Pervan, Graham .
JOURNAL OF INFORMATION TECHNOLOGY, 2014, 29 (04) :269-293
[8]   Business model configurations and performance: A qualitative comparative analysis in Formula One racing, 2005-2013 [J].
Aversa, Paolo ;
Furnari, Santi ;
Haefliger, Stefan .
INDUSTRIAL AND CORPORATE CHANGE, 2015, 24 (03) :655-676
[9]  
Baesens B., 2014, MIS Quarterly, V38, P629