Examining the Influence of e-Health Literacy on Healthcare Workers’ Acceptance of Electronic Medical Records: An Insight Into System Transition

Following the aftermath of COVID-19, needs of digitalized medical data system has increased worldwide. As stated by Indonesia’s Ministry of Health, electronic medical records (EMRs) usage are being mandated initially by December 2023. However, in some healthcare facilities, this transition are being halted by inadequate digital literacy. This research aimed to understand the impact of e-Health Literacy of healthcare personnel on technology acceptance and their intention to use EMRs. The cross-sectional study was conducted in March 2024 following six months of EMR implementation in Dr. Soetarto Army Hospital, using a valid and reliable questionnaire consisting of 51 items originating from the Unified Theory of Acceptance and Use of Technology (UTAUT) and e-Health Literacy Questionnaire (eHLQ) that was modified into 46 items. The data was collected from 114 healthcare personnel who act as both caregiver and medical data documenter (total sampling). The result was then analyzed using Smart-PLS. There is an increased intention of EMR usage when e-health literacy moderated user's technology acceptance (p=0.006), while by itself, technology acceptance doesn't have a meaningful impact towards intention to use EMR (p=0.391). Increased e-Health Literacy has also proven to be correlated with increased intention of EMR use (p<0.001). Increasing user’s e-health literacy is essential to become a pivotal factor in increasing EMR adoption in healthcare personnel workflow. This study suggests integrating targeted e-health literacy programs into professional development to improve EMR usage and healthcare efficiency, with future studies exploring long-term.

Authors

Institutions

Publication Details

Journal
Indonesian Journal of Electronics Electromedical Engineering and Medical Informatics
Published
2025-02-23
DOI
https://doi.org/10.35882/b160n685
Citations
1
Primary Topic
Technology Adoption and User Behaviour
Type
article
Field-Weighted Citation Impact
4.17
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Examining the Influence of e-Health Literacy on Healthcare Workers’ Acceptance of Electronic Medical Records: An Insight Into System Transition

Merita Arini, Wan Mamat, Ilham Noeryosan
1 citations
Indonesian Journal of Electronics Electromedical Engineering and Medical Informatics
Technology Adoption and User Behaviour
4.17
article

Examining the Influence of e-Health Literacy on Healthcare Workers’ Acceptance of Electronic Medical Records: An Insight Into System Transition

Merita Arini, Wan Mamat, Ilham Noeryosan
article en
1 citations

Abstract

Following the aftermath of COVID-19, needs of digitalized medical data system has increased worldwide. As stated by Indonesia’s Ministry of Health, electronic medical records (EMRs) usage are being mandated initially by December 2023. However, in some healthcare facilities, this transition are being halted by inadequate digital literacy. This research aimed to understand the impact of e-Health Literacy of healthcare personnel on technology acceptance and their intention to use EMRs. The cross-sectional study was conducted in March 2024 following six months of EMR implementation in Dr. Soetarto Army Hospital, using a valid and reliable questionnaire consisting of 51 items originating from the Unified Theory of Acceptance and Use of Technology (UTAUT) and e-Health Literacy Questionnaire (eHLQ) that was modified into 46 items. The data was collected from 114 healthcare personnel who act as both caregiver and medical data documenter (total sampling). The result was then analyzed using Smart-PLS. There is an increased intention of EMR usage when e-health literacy moderated user's technology acceptance (p=0.006), while by itself, technology acceptance doesn't have a meaningful impact towards intention to use EMR (p=0.391). Increased e-Health Literacy has also proven to be correlated with increased intention of EMR use (p<0.001). Increasing user’s e-health literacy is essential to become a pivotal factor in increasing EMR adoption in healthcare personnel workflow. This study suggests integrating targeted e-health literacy programs into professional development to improve EMR usage and healthcare efficiency, with future studies exploring long-term.

Indonesian Journal of Electronics Electromedical Engineering and Medical InformaticsVol. 7(1)
Muhammadiyah University of Yogyakarta (ID), International Islamic University Malaysia (MY)
Openalex Percentile: Top 7%
Technology Adoption and User Behaviour
4.17
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.