Applying configurational analysis to IS behavioural research: a methodological alternative for modelling combinatorial complexities

被引:210
作者
Liu, Yong [1 ]
Mezei, Jozsef [2 ,5 ]
Kostakos, Vassilis [3 ]
Li, Hongxiu [4 ]
机构
[1] Aalto Univ, Dept Informat & Serv Econ, Sch Business, Helsinki, Finland
[2] Abo Akad Univ, Dept Informat Technol, Turku, Finland
[3] Univ Oulu, Dept Comp Sci & Engn, Oulu, Finland
[4] Univ Turku, Turku Sch Econ, Dept Management & Entrepreneurship, Informat Syst Sci, Turku, Finland
[5] Arcada Univ Appl Sci, RiskLab Finland, Helsinki, Finland
关键词
fuzzy-set qualitative comparative analysis; FsQCA; configurational analysis; multiple regression analysis; structural equation modelling; causal asymmetry; INFORMATION-TECHNOLOGY; REGRESSION-ANALYSIS; USER ACCEPTANCE; BOOLEAN TEST; ADOPTION; EUROPE; PATHS;
D O I
10.1111/isj.12094
中图分类号
G25 [图书馆学、图书馆事业]; G35 [情报学、情报工作];
学科分类号
050302 [传播学]; 071101 [系统理论];
摘要
An important limitation of regression-based analysis stems from the assumption of symmetric relationships between variables, which is often violated. To overcome this limitation within IS research, we propose the use of the fuzzy-set qualitative comparative analysis (FsQCA) method. The paper elaborates on the rationale for applying this approach to IS behavioural research and how to tailor FsQCA for this purpose. A systematic interpretation of the technique covering its mathematical properties and advanced features is provided. Drawing from an illustrative study of mobile government services adoption by residents of rural areas, the paper demonstrates FsQCA's potential to supplement regression-based IS behavioural research, by (i) examining asymmetric relationships between a set of antecedents and the IS phenomenon of interest, (ii) providing nuanced coverage of necessary and sufficient conditions for emergence of an IS behavioural outcome, and (iii) identifying various configurations of conditions in association with users' demographic characteristics. (c) 2015 Blackwell Publishing Ltd
引用
收藏
页码:59 / 89
页数:31
相关论文
共 61 条
[1]
[Anonymous], 2005, VERGLEICHEN POLITIKW
[2]
[Anonymous], 1962, DIFFUSION INNOVATION
[3]
Illusions in regression analysis [J].
Armstrong, J. Scott .
INTERNATIONAL JOURNAL OF FORECASTING, 2012, 28 (03) :689-694
[4]
Epistemological perspectives on IS research: a framework for analysing and systematizing epistemological assumptions [J].
Becker, Joerg ;
Niehaves, Bjoern .
INFORMATION SYSTEMS JOURNAL, 2007, 17 (02) :197-214
[5]
Benbasat I., 2005, J ASSOC INF SYST, V6, P72, DOI [10.17705/1jais.00065, DOI 10.17705/1JAIS.00065, https://doi.org/10.17705/1jais.00065]
[6]
CONDITIONS OF DEMOCRACY IN INTERWAR EUROPE - A BOOLEAN TEST OF MAJOR HYPOTHESES [J].
BERGSCHLOSSER, D ;
DEMEUR, G .
COMPARATIVE POLITICS, 1994, 26 (03) :253-279
[7]
The enactment of national health insurance: A Boolean analysis of twenty advanced industrial countries [J].
Blake, CH ;
Adolino, JR .
JOURNAL OF HEALTH POLITICS POLICY AND LAW, 2001, 26 (04) :679-708
[8]
USING LIKERT SCALES IN L2 RESEARCH - COMMENT [J].
BUSCH, M .
TESOL QUARTERLY, 1993, 27 (04) :733-736
[9]
Determinants of the intention to use Internet/WWW at work: a confirmatory study [J].
Chang, MK ;
Cheung, W .
INFORMATION & MANAGEMENT, 2001, 39 (01) :1-14
[10]
Configural paths to successful product innovation [J].
Cheng, Cheng-Feng ;
Chang, Man-Ling ;
Li, Chu-Shiu .
JOURNAL OF BUSINESS RESEARCH, 2013, 66 (12) :2561-2573