Towards business intelligence systems success: Effects of maturity and culture on analytical decision making

被引:221
作者
Popovic, Ales [1 ,2 ]
Hackney, Ray [3 ]
Coelho, Pedro Simoes [2 ]
Jaklic, Jurij [1 ,2 ]
机构
[1] Univ Ljubljana, Fac Econ, Ljubljana 61000, Slovenia
[2] Nova Univ, ISEGI, Lisbon, Portugal
[3] Brunel Univ, Sch Business, Uxbridge UB8 3PH, Middx, England
关键词
Business intelligence system; Information quality; Use of information; Analytical decision-making culture; Success model; Structural equation modeling; INFORMATION-SYSTEMS; QUALITY MANAGEMENT; TECHNOLOGY; SUPPORT; IMPACT; MODEL; SATISFACTION; ACCEPTANCE; DIMENSIONS; SIMULATION;
D O I
10.1016/j.dss.2012.08.017
中图分类号
TP18 [人工智能理论];
学科分类号
140502 [人工智能];
摘要
The information systems (IS) literature has long emphasized the positive impact of information provided by business intelligence systems (BIS) on decision-making, particularly when organizations operate in highly competitive environments. Evaluating the effectiveness of BIS is vital to our understanding of the value and efficacy of management actions and investments. Yet, while IS success has been well-researched, our understanding of how BIS dimensions are interrelated and how they affect BIS use is limited. In response, we conduct a quantitative survey-based study to examine the relationships between maturity, information quality, analytical decision-making culture, and the use of information for decision-making as significant elements of the success of BIS. Statistical analysis of data collected from 181 medium and large organizations is combined with the use of descriptive statistics and structural equation modeling. Empirical results link BIS maturity to two segments of information quality, namely content and access quality. We therefore propose a model that contributes to understanding of the interrelationships between BIS success dimensions. Specifically, we find that BIS maturity has a stronger impact on information access quality. In addition, only information content quality is relevant for the use of information while the impact of the information access quality is non-significant. We find that an analytical decision-making culture necessarily improves the use of information but it may suppress the direct impact of the quality of the information content. Crown Copyright (C) 2012 Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:729 / 739
页数:11
相关论文
共 88 条
[1]
Allahawiah S., 2010, WORLD ACAD SCI ENG T, V62
[2]
Arnott D., 2008, ACIS 2008, P260
[3]
Information flows and business process integration [J].
Berente, Nicholas ;
Vandenbosch, Betty ;
Aubert, Benoit .
BUSINESS PROCESS MANAGEMENT JOURNAL, 2009, 15 (01) :119-141
[4]
An empirical investigation of decision-making satisfaction in web-based decision support systems [J].
Bharati, P ;
Chaudhury, A .
DECISION SUPPORT SYSTEMS, 2004, 37 (02) :187-197
[5]
Bucher T., 2008, 41 HAW INT C SYST SC
[6]
Process-centric business intelligence [J].
Bucher, Tobias ;
Gericke, Anke ;
Sigg, Stefan .
BUSINESS PROCESS MANAGEMENT JOURNAL, 2009, 15 (03) :408-429
[7]
Cartwright D., 1995, J MANAGERIAL ISSUES, V7, P420
[8]
Cavalcanti E.P., 2005, Journal of Competitive Intelligence and Management, V3, P6
[9]
Research on IT value: what we have done in Asia and Europe [J].
Chau, Patrick Y. K. ;
Kuan, Kevin K. Y. ;
Liang, Ting-Peng .
EUROPEAN JOURNAL OF INFORMATION SYSTEMS, 2007, 16 (03) :196-201
[10]
A partial least squares latent variable modeling approach for measuring interaction effects: Results from a Monte Carlo simulation study and an electronic-mail emotion/adoption study [J].
Chin, WW ;
Marcolin, BL ;
Newsted, PR .
INFORMATION SYSTEMS RESEARCH, 2003, 14 (02) :189-217