Business intelligence and the leverage of information in healthcare organizations from a managerial perspective: a systematic literature review and research agenda

被引:4
|
作者
Trincanato, Edoardo [1 ]
Vagnoni, Emidia [1 ]
机构
[1] Univ Ferrara, Dept Econ & Management, Ferrara, Italy
关键词
Business intelligence; Decision making; Health management; Healthcare organization; Information; Systematic literature review; BIG DATA; DATA WAREHOUSE; MODEL APPLICATION; MANAGEMENT; DASHBOARDS; SUPPORT; IMPLEMENTATION; TECHNOLOGIES; METHODOLOGY; EVOLUTION;
D O I
10.1108/JHOM-02-2023-0039
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
PurposeBusiness intelligence (BI) systems and tools are deemed to be a transformative source with the potential to contribute to reshaping the way different healthcare organizations' (HCOs) services are offered and managed. However, this emerging field of research still appears underdeveloped and fragmented. Hence, this paper aims to reconciling, analyzing and synthesizing different strands of managerial-oriented literature on BI in HCOs and to enhance both theoretical and applied future contributions.Design/methodology/approachA literature-based framework was developed to establish and guide a three-stage state-of-the-art systematic literature review (SLR). The SLR was undertaken adopting a hybrid methodology that combines a bibliometric and a content analysis.FindingsIn total, 34 peer-review articles were included. Results revealed significant heterogeneity in theoretical basis and methodological strategies. Nonetheless, the knowledge structure of this research's stream seems to be primarily composed of five clusters of interconnected topics: (1) decision-making, relevant capabilities and value creation; (2) user satisfaction and quality; (3) process management, organizational change and financial effectiveness; (4) decision-support information, dashboard and key performance indicators; and (5) performance management and organizational effectiveness.Originality/valueTo the authors' knowledge, this is the first SLR providing a business and management-related state-of-the-art on the topic. Besides, the paper offers an original framework disentangling future research directions from each emerged cluster into issues pertaining to BI implementation, utilization and impact in HCOs. The paper also discusses the need of future contributions to explore possible integrations of BI with emerging data-driven technologies (e.g. artificial intelligence) in HCOs, as the role of BI in addressing sustainability challenges.
引用
收藏
页码:305 / 330
页数:26
相关论文
共 50 条
  • [41] Path and future of artificial intelligence in the field of justice: a systematic literature review and a research agenda
    Leonardo Ferreira de Oliveira
    Anderson da Silva Gomes
    Yuri Enes
    Thaíssa Velloso Castelo Branco
    Raíssa Paiva Pires
    Andrea Bolzon
    Gisela Demo
    SN Social Sciences, 2 (9):
  • [42] Mapping sustainability practices in the healthcare sector: A systematic literature review and future research agenda
    Rahat, Nazish
    Sahni, Shalini
    Nasim, Saboohi
    INTERNATIONAL JOURNAL OF CONSUMER STUDIES, 2024, 48 (01)
  • [43] Forecasting in financial accounting with artificial intelligence - A systematic literature review and future research agenda
    Kureljusic, Marko
    Karger, Erik
    JOURNAL OF APPLIED ACCOUNTING RESEARCH, 2024, 25 (01) : 81 - 104
  • [44] Inventory sharing in healthcare supply chains: systematic literature review and future research agenda
    Atcha, Panniphat
    Vlachos, Ilias
    Kumar, Satish
    INTERNATIONAL JOURNAL OF LOGISTICS MANAGEMENT, 2024, 35 (04) : 1107 - 1141
  • [45] Implications of the use of artificial intelligence in public governance: A systematic literature review and a research agenda
    Zuiderwijk, Anneke
    Chen, Yu-Che
    Salem, Fadi
    GOVERNMENT INFORMATION QUARTERLY, 2021, 38 (03)
  • [46] The implementation of artificial intelligence in organizations: A systematic literature review
    Lee, Maggie C. M.
    Scheepers, Helana
    Lui, Ariel K. H.
    Ngai, Eric W. T.
    INFORMATION & MANAGEMENT, 2023, 60 (05)
  • [47] Carsharing: a systematic literature review and research agenda
    Nansubuga, Brenda
    Kowalkowski, Christian
    JOURNAL OF SERVICE MANAGEMENT, 2021, 32 (06) : 55 - 91
  • [48] Digital technology and business model innovation: A systematic literature review and future research agenda
    Ancillai, Chiara
    Sabatini, Andrea
    Gatti, Marco
    Perna, Andrea
    TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2023, 188
  • [49] Artificial intelligence and new business models in agriculture: a structured literature review and future research agenda
    Cavazza, Alberto
    Dal Mas, Francesca
    Paoloni, Paola
    Manzo, Martina
    BRITISH FOOD JOURNAL, 2023, 125 (13): : 436 - 461
  • [50] Design science research contribution to business intelligence in the cloud - A systematic literature review
    Mwilu, Odette Sangupamba
    Comyn-Wattiau, Isabelle
    Prat, Nicolas
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2016, 63 : 108 - 122