Jurnal Ners
Vol. 10 No. 4 (2026): OKTOBER 2026

DEA-Based Comparison of Hospital Efficiency in Tegal Regency Before and After Medical Record Digitalization

Muhamad Faishal Rizki (Universitas Mohammad Husni Thamrin)
Lilis Heri Mis Cicih (Universitas Mohammad Husni Thamrin)
Titi Indriyati (Universitas Mohammad Husni Thamrin)



Article Info

Publish Date
15 Oct 2026

Abstract

Electronic Medical Records (EMR) play a crucial role in transforming hospital services toward greater operational efficiency and improved service quality. However, during the early stages of implementation, challenges such as inadequate infrastructure, limited digital readiness, and organizational resistance often hinder optimal efficiency outcomes. This study aimed to compare hospital service efficiency before and after EMR implementation and to identify challenges and adaptation strategies during the digital transition at Mitra Siaga Hospital, Tegal Regency. A mixed-methods approach was employed, integrating quantitative and qualitative analyses. Quantitatively, Data Envelopment Analysis (DEA) using Constant Return to Scale (CRS) and Variable Return to Scale (VRS) models measured technical efficiency across four key service units: the Emergency Room (ER), Delivery room  (VK), Intensive Care Unit (ICU), and Inpatient Ward. Qualitatively, in-depth interviews with healthcare professionals explored barriers and supporting factors in EMR implementation. Results indicated that post-EMR implementation, the ER, VK, and Inpatient wards achieved full efficiency (CRS = 1.000; VRS = 1.000), while the ICU reached pure technical efficiency (VRS = 1.000) but remained scale-inefficient (CRS = 0.4395). The Wilcoxon test (p = 0.655) showed no significant difference between pre- and post-digitalization periods. Identified barriers included limited hardware, network disruptions, and user resistance, while managerial support and continuous training enhanced adaptation. In conclusion, EMR implementation has a positive impact on hospital operational efficiency, particularly when supported by adequate infrastructure, skilled human resources, and adaptive change management.

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Journal Info

Abbrev

ners

Publisher

Subject

Health Professions Medicine & Pharmacology Nursing

Description

Fokus Jurnal Ners meliputi bidang kajian riset keperawatan diantaranya Keperawatan Medikal Bedah, Keperawatan Maternitas, Keperawatan Gawat Darurat, Keperawatan Anak, Keperawatan Lansia, Keperawatan Jiwa, Keperawatan Keluarga, Keperawatan Masyarakat, Manajemen Keperawatan dan Terapi Komplementer ...