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Using technology acceptance model to explore physicians' perspectives of clinical decision support system alerts.
Shuo-Chen Chien1,2,3,4, Chia-Hui Chien1,3,5, Chun-You Chen1,2,6
1Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan.
Physician acceptance of clinical decision support system (CDSS) alerts is influenced by perceived ease of use. High patient volume and older age reduce acceptance, suggesting a need for context-aware alert designs.
Area of Science:
- Health Informatics
- Medical Decision Making
- Human-Computer Interaction
Background:
- Clinical Decision Support Systems (CDSS) provide alerts to aid physicians.
- Physician acceptance of CDSS alerts is crucial for effective implementation.
- The Technology Acceptance Model (TAM) offers a framework to understand user acceptance.
Purpose of the Study:
- To investigate factors influencing physicians' acceptance of CDSS alerts.
- To apply the Technology Acceptance Model (TAM) to understand physician perspectives.
- To identify how perceived ease of use (PEOU) and perceived usefulness (PU) impact attitude towards usage (AT), user satisfaction (US), and behavioral intention to use (BI).
Main Methods:
- A structured TAM-based questionnaire was administered to 72 physicians at an academic medical center.
- Physician characteristics (age, clinical experience, patient volume, etc.) were analyzed for their impact on PEOU and PU.
- Multiple regression analysis was used to assess relationships among TAM constructs and external factors.
Main Results:
- Older age and higher patient volume negatively impacted PU and PEOU.
- Clinical experience positively influenced PEOU.
- PEOU significantly predicted PU, AT, and US, but US did not correlate with BI.
Conclusions:
- Physicians' perceived ease of use (PEOU) is a key determinant of their behavioral intention to use CDSS alerts.
- High patient volume and older age contribute to alert fatigue, reducing acceptance.
- Context-aware and frequency-optimized CDSS alert designs are recommended to improve usability, user satisfaction, and workflow integration.
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