Physician Satisfaction With Clinical Decision Support Systems: Impact of Technology Identity and Computer Self-Efficacy

被引:0
|
作者
Deng, Zhaohua [1 ]
Wang, Yali [1 ]
Li, Gang [2 ]
Evans, Richard [3 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Management, Wuhan 430074, Peoples R China
[2] Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Outpatient Management, Wuhan 430074, Peoples R China
[3] Dalhousie Univ, Fac Comp Sci, Halifax, NS B3H 4R2, Canada
基金
中国国家自然科学基金;
关键词
Medical services; Task analysis; Decision support systems; Medical diagnostic imaging; Engineering management; Drugs; Reviews; Clinical decision support systems (CDSS); computer self-efficacy (CSE); information technology (IT) identity; physicians' satisfaction; task-technology fit (TTF); HEALTH-CARE; ACCEPTANCE MODEL; USER ACCEPTANCE; ADOPTION; FIT; USAGE; CONTINUANCE; ANTECEDENTS; INTENTIONS; FRAMEWORK;
D O I
10.1109/TEM.2024.3425438
中图分类号
F [经济];
学科分类号
02 ;
摘要
Clinical decision support systems (CDSS) use data analytics to provide critical information to aid physicians' decision-making. With timely access to data considered crucial in effective healthcare delivery, CDSS are vital for improving healthcare outcomes. Nevertheless, physician satisfaction is key to their adoption. Previous articles on the adoption of CDSS by physicians have focused on their system-related structures, however there is a lack of research on system identity. This article aims to fill this important gap by integrating the theories of task-technology fit (TTF) and information technology (IT) identity into a research model that explains physicians' satisfaction with CDSS. To validate the model, data were collected from 349 Chinese physicians who use CDSS in clinical practice via an online questionnaire. The article's findings demonstrate that TTF positively influences CDSS identity. CDSS identity not only impacts physician satisfaction directly but also serves as a mediator in the influence of TTF on their satisfaction. Moreover, computer self-efficacy (CSE) was found to act as a negative moderator between TTF and CDSS identity, indicating that higher levels of CSE weaken the impact of TTF on CDSS identity. This article extends current understanding on physician satisfaction with CDSS by integrating IT identity with TTF in healthcare IT research. In doing so, this research integration contributes to the more effective application of CDSS in healthcare settings.
引用
收藏
页码:13905 / 13917
页数:13
相关论文
共 50 条
  • [1] A Revision of Computer Self-Efficacy Conceptualizations in Information Systems
    Gupta, Saurabh
    Bostrom, Robert R.
    DATA BASE FOR ADVANCES IN INFORMATION SYSTEMS, 2019, 50 (02): : 71 - 93
  • [2] A Path Analysis of the Impact of Application-Specific Perceptions of Computer Self-Efficacy and Anxiety on Technology Acceptance
    Hasan, Bassam
    Ahmed, Mesbah U.
    JOURNAL OF ORGANIZATIONAL AND END USER COMPUTING, 2010, 22 (03) : 82 - 95
  • [3] Impact of Organizational Support on Students' Information and Communication Technology Self-Efficacy, Engagement, and Satisfaction in a Blended Learning Environment: An Empirical Study
    Yang, Yanhua
    SAGE OPEN, 2023, 13 (04):
  • [4] Physician Knowledge Base: Clinical Decision Support Systems
    Kim, Sira
    Kim, Eung-Hee
    Kim, Hun-Sung
    YONSEI MEDICAL JOURNAL, 2022, 63 (01) : 8 - 15
  • [5] Entrepreneurial Intention: The Impact of General Computer Self-Efficacy and Computer Anxiety
    Albashrawi, Mousa
    Alashoor, Tawfiq
    INTERACTING WITH COMPUTERS, 2020, 32 (02) : 118 - 131
  • [6] Impact of technology self-efficacy on online learning effectiveness during the COVID-19 pandemic
    Rahman, Muhammad Khalilur
    Bhuiyan, Miraj Ahmed
    Hossain, Mohammad Mainul
    Sifa, Rolee
    KYBERNETES, 2023, 52 (07) : 2395 - 2415
  • [7] The Effects of Computer Self-Efficacy and Technology Acceptance Model on Behavioral Intention in Internet Banking Systems
    Ariff, Mohd Shoki Md
    Yeow, S. M.
    Zakuan, Norhayati
    Jusoh, Ahmad
    Bahari, Ahamad Zaidi
    INTERNATIONAL CONFERENCE ON ASIA PACIFIC BUSINESS INNOVATION AND TECHNOLOGY MANAGEMENT, 2012, 57 : 448 - 452
  • [8] Exploring the role of professional identity in the implementation of clinical decision support systems-a narrative review
    Ackerhans, Sophia
    Huynh, Thomas
    Kaiser, Carsten
    Schultz, Carsten
    IMPLEMENTATION SCIENCE, 2024, 19 (01)
  • [9] Information self-efficacy and information channels Decision quality and online shopping satisfaction
    Zha, Xianjin
    Li, Jing
    Yan, Yalan
    ONLINE INFORMATION REVIEW, 2013, 37 (06) : 872 - 890
  • [10] Predicting Technology Related Task Performance: Where Self-Prophecy and Computer Self-Efficacy Meet
    Longstreet, Phil
    Xiao, Xiao
    Sarker, Saonee
    Sprott, Dave
    AMCIS 2011 PROCEEDINGS, 2011,