Organizational Factors Affecting Adoption of Electronic Medical Record (EMR) with Moderation of Openness to Experience

Adopting electronic medical records (EMR) in type C hospitals is essential for improving patient quality and safety. However, resistance within the healthcare industry and reluctance to accept new technologies present significant barriers. This delay in EMR implementation affects the quality of patient care and public health. This research aims to analyze the organizational factors that influence the adoption of Electronic Medical Records (EMR). There are six independent variables related to the organization, namely Management Support, Adequate Training, Patient Safety Climate, Physician’s Involvement, Physician’s Autonomy, and Patient Relationship. These variables are related to two mediating variables from the Technological Acceptance Model (TAM) theory, Perceived Usefulness and Perceived Ease of Use, which directly influence EMR adoption, moderating by Openness to Experience. The method used in this research was a survey of medical health workers whose work was related to EMR. Cross-sectional data were taken from 205 respondents from two type C private hospitals in December 2023. The data analysis method used was Partial Least Squares-Structural Equation Modeling (PLS-SEM). The research findings show sufficient evidence to state that all independent variables have a significant and positive influence on Perceived Usefulness and Perceived Ease of Use (P-value <0.05, CI 95%). The strongest influence was found in Patient Relationship (β=0.501) and Patient Safety Climate (β=0.404). The results of this research can provide suggestions for improving patient conditions and illnesses, thereby enhancing the quality of care and benefiting the overall health of communities through the implementation of EMR.

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Publication Details

Journal
Jurnal Kesehatan Masyarakat
Published
2025-07-30
DOI
https://doi.org/10.15294/kemas.v21i1.13796
Primary Topic
Technology Adoption and User Behaviour
Type
article
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article

Organizational Factors Affecting Adoption of Electronic Medical Record (EMR) with Moderation of Openness to Experience

Ferdi Antonio, J. Lee
Jurnal Kesehatan Masyarakat
Technology Adoption and User Behaviour
article

Organizational Factors Affecting Adoption of Electronic Medical Record (EMR) with Moderation of Openness to Experience

Ferdi Antonio, J. Lee
article en

Abstract

Adopting electronic medical records (EMR) in type C hospitals is essential for improving patient quality and safety. However, resistance within the healthcare industry and reluctance to accept new technologies present significant barriers. This delay in EMR implementation affects the quality of patient care and public health. This research aims to analyze the organizational factors that influence the adoption of Electronic Medical Records (EMR). There are six independent variables related to the organization, namely Management Support, Adequate Training, Patient Safety Climate, Physician’s Involvement, Physician’s Autonomy, and Patient Relationship. These variables are related to two mediating variables from the Technological Acceptance Model (TAM) theory, Perceived Usefulness and Perceived Ease of Use, which directly influence EMR adoption, moderating by Openness to Experience. The method used in this research was a survey of medical health workers whose work was related to EMR. Cross-sectional data were taken from 205 respondents from two type C private hospitals in December 2023. The data analysis method used was Partial Least Squares-Structural Equation Modeling (PLS-SEM). The research findings show sufficient evidence to state that all independent variables have a significant and positive influence on Perceived Usefulness and Perceived Ease of Use (P-value <0.05, CI 95%). The strongest influence was found in Patient Relationship (β=0.501) and Patient Safety Climate (β=0.404). The results of this research can provide suggestions for improving patient conditions and illnesses, thereby enhancing the quality of care and benefiting the overall health of communities through the implementation of EMR.

Jurnal Kesehatan MasyarakatVol. 21(1)
Pelita Harapan University (ID)
Openalex Percentile: Top 78%
Technology Adoption and User Behaviour
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Organizational Factors Affecting Adoption of Electronic Medical Record (EMR) with Moderation of Openness to Experience — Ferdi Antonio, J. Lee · Jurnal Kesehatan Masyarakat (2025) | TGRS Research Map | TGRS