Modeling of Business Intelligence Systems Using the Potential Determinants and Theories with the Lens of Individual, Technological, Organizational, and Environmental Contexts-A Systematic Literature Review

被引:18
作者
Ahmad, Sumera [1 ]
Miskon, Suraya [2 ]
Alkanhal, Tawfeeq Abdullah [3 ]
Tlili, Iskander [4 ,5 ]
机构
[1] Univ Teknol Malaysia, Sch Comp, Fac Engn, Johor Baharu 81310, Johor, Malaysia
[2] Univ Teknol Malaysia, Dept Informat Syst, Azman Hashim Int Business Sch, Johor Baharu 81310, Johor, Malaysia
[3] Majmaah Univ, Dept Mechatron & Syst Engn, Coll Engn, Al Majmaah 11952, Saudi Arabia
[4] Ton Duc Thang Univ, Dept Management Sci & Technol Dev, Ho Chi Minh City 758307, Vietnam
[5] Ton Duc Thang Univ, Fac Sci Appl, Ho Chi Minh City 758307, Vietnam
来源
APPLIED SCIENCES-BASEL | 2020年 / 10卷 / 09期
关键词
business intelligence systems; adoption; acceptance; determinants; theories; CLOUD COMPUTING ADOPTION; BIG DATA; ACCEPTANCE MODEL; USER ACCEPTANCE; ANALYTICS; INFORMATION; CHALLENGES; PERFORMANCE; INTENTION; DRIVERS;
D O I
10.3390/app10093208
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Race towards industry 4.0 increases the hyper competition and puts pressure on organizations to integrate the advanced technologies. Business intelligence system (BIS) is one of the top prioritized technologies that attracted the significant attention of policy-makers and industry experts due to its ability to provide more informed and intelligent knowledge for decision-making processes. It is evident by literature that organizations and industries are prone to integrate the BIS at large scale, but more than 70% BIS projects fail to give the expected results. Hence, it is pertinent to explore the significant determinants that influence the BIS adoption and acceptance in organizations. Although previous literature did not have any comprehensive review relevant to the individual, technological, organizational, and environmental determinants. Therefore, the current study tries to narrow this gap by a systematic literature review (SLR) of 84 studies that were published during the period of 2011-2020. A total of 93 determinants are identified based on content analysis by using text mining techniques of Yoshikoder and human coding skills. The identified determinants are ranked according to their frequency of use. A theoretical framework has been developed with potential determinants and theories. The study results will enrich the recent BIS literature and improve the understanding of practitioners' decision-making processes to leverage maximum value from the adoption of BIS.
引用
收藏
页数:23
相关论文
共 105 条
  • [41] Determinants of continued usage of pervasive business intelligence systems
    Han, Yang-Ming
    Shen, Chu-San
    Farn, Cheng-Kiang
    [J]. INFORMATION DEVELOPMENT, 2016, 32 (03) : 424 - 439
  • [42] Harrison Ronda, 2015, Journal of Systems and Information Technology, V17, P247, DOI 10.1108/JSIT-04-2015-0030
  • [43] The driving forces of process eco-innovation and its impact on performance: Insights from Slovenia
    Hojnik, Jana
    Ruzzier, Mitja
    [J]. JOURNAL OF CLEANER PRODUCTION, 2016, 133 : 812 - 825
  • [44] A service oriented approach to Business Intelligence in Telecoms industry
    Ishaya, Tanko
    Folarin, Musiliudeen
    [J]. TELEMATICS AND INFORMATICS, 2012, 29 (03) : 273 - 285
  • [45] Business intelligence success: The roles of BI capabilities and decision environments
    Isik, Oyku
    Jones, Mary C.
    Sidorova, Anna
    [J]. INFORMATION & MANAGEMENT, 2013, 50 (01) : 13 - 23
  • [46] The role of compatibility in predicting business intelligence and analytics use intentions
    Jaklic, Jurij
    Grubljesic, Tanja
    Popovic, Ales
    [J]. INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2018, 43 : 305 - 318
  • [47] Kester Q.-A., 2015, International Journal of Computer Applications, V127, P5, DOI DOI 10.5120/IJCA2015906025
  • [48] Kitchenham B., 2004, Procedures for Performing Systematic Reviews, V33, P1, DOI DOI 10.5144/0256-4947.2017.79
  • [49] Kohnke Oliver, 2011, International Journal of Information Systems and Change Management, V5, P269, DOI 10.1504/IJISCM.2011.045833
  • [50] The art of crafting a systematic literature review in entrepreneurship research
    Kraus, Sascha
    Breier, Matthias
    Dasi-Rodriguez, Sonia
    [J]. INTERNATIONAL ENTREPRENEURSHIP AND MANAGEMENT JOURNAL, 2020, 16 (03) : 1023 - 1042