Background: Evaluation studies of clinical decision support systems (CDSS) have tended to focus on assessments of system quality and clinical performance in a laboratory setting. Relatively few studies have used field trials to determine if CDSS are likely to be used in routine clinical settings and whether reminders generated are likely to be acted upon by end-users. Moreover, such studies when performed tend not to identify distinct user groups, nor to classify user feedback.
Aim: To assess medical residents' acceptance and adoption of a clinical reminder system for chronic disease and preventive care management and to use expressed preferences for system attributes and functionality as a basis for system re-engineering.
Design Of Study: Longitudinal, correlational study using a novel developmental trajectory analysis (DTA) statistical method, followed by a qualitative analysis based on user satisfaction surveys and field interviews.
Setting: An ambulatory primary care clinic of an urban teaching hospital offering comprehensive healthcare services. 41 medical residents used a CDSS over 10 months in their daily practice. Use of this system was strongly recommended but not mandatory.
Methods: A group-based, semi-parametric statistical modeling method to identify distinct groups, with distinct usage trajectories, followed by qualitative instruments of usability and satisfaction surveys and structured interviews to validate insights derived from usage trajectories.
Results: Quantitative analysis delineates three types of user adoption behavior: "light", "moderate" and "heavy" usage. Qualitative analysis reveals that clinicians of distinct types tend to exhibit views of the system consistent with their demonstrated adoption behavior. Drawbacks in the design of the CDSS identified by users of all types (in different ways) motivate a redesign based on current physician workflows.
Conclusion: We conclude that this mixed methodology has considerable promise to provide new insights into system usability and adoption issues that may benefit clinical decision support systems as well as information systems more generally.
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http://dx.doi.org/10.1016/j.ijmedinf.2005.03.007 | DOI Listing |
JMIR Public Health Surveill
January 2025
Monitoring, Evaluation, and Learning Platform USAID, Jakarta, Indonesia.
Background: Indonesia's vast archipelago and substantial population size present unique challenges in addressing its multifaceted HIV epidemic, with 90% of its 514 districts and cities reporting cases. Identifying key populations (KPs) is essential for effectively targeting interventions and allocating resources to address the changing dynamics of the epidemic.
Objective: We examine the 2022 mapping of Indonesia's KPs to develop improved HIV and AIDS interventions.
Health Policy Plan
January 2025
Results for Development (R4D), Nigeria Country Office, 2nd Floor, 12 TOS Benson Crescent off Okonjo-Iweala Way, Utako, Abuja, Nigeria; Email:
This article explores the ideologies, interests, and institutions affecting health policymaking in Nigeria, and the role of the private sector therein. It covers the period from the late-1950s, the years leading up to independence, to 2014, when the country enacted its first-ever law to govern its healthcare system. The National Health Act (NHAct) was adopted after a decade of preparation and civil society-driven advocacy, making the objective of Universal Health Coverage (UHC) explicit.
View Article and Find Full Text PDFPsychol Rep
January 2025
Department of Psychology, West University of Timișoara, Timișoara, România.
In contemporary, high-speed work settings, ensuring the well-being of employees is of paramount importance. The current study builds on this concern about employee well-being and aims to explore the complex connection between workload (as a job demand), micro-breaks (as behavioral resources), and psychological capital (PsyCap; as a personal resource) to understand their impact on end-of-day well-being. A daily diary approach was employed, where employees provided data from Monday to Friday throughout a workweek.
View Article and Find Full Text PDFBull World Health Organ
February 2025
Department of Global Health, School of Public Health, Peking University, 38 Xue Yuan Road, Haidian District, Beijing100191, China.
Objective: To conduct a systematic review and meta-analysis of the facilitators of and barriers to the acceptance and use of digital health technology by health workers in low- and middle-income countries.
Methods: We searched several databases for relevant articles published until 25 April 2024. We extracted data on four unified theories of acceptance and use of technology factors (performance expectancy, effort expectancy, social influence and facilitating conditions) and six additional factors (attitude, habit, incentive, risk, trust and self-efficacy); how these affected the outcomes of behavioural intention and actual use; and the strength of association if reported.
BMJ Nutr Prev Health
November 2024
Central Council for Research in Ayurvedic Sciences, New Delhi, Delhi, India.
Introduction: Diet and lifestyle play pivotal roles in Ayurveda's preventive and therapeutic principles. The rich culinary heritage of Kerala harmoniously aligns with Ayurvedic dietetic principles. With the recent designation of 2023 as the International Year of Millets, there has been a surge of interest in integrating millets into dietary practices worldwide.
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