Edi Hartoyo
Faculty of Medicine and Health Sciences, Lambung Mangkurat University

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Bibliometric Analysis of Compliance and Completeness in Electronic Medical Record Filling: Trends and Insights from Hospital Documentation Endang Suprihati Ningsih; Herawati Herawati; Silvia Kristanti Tri Febriana; Edi Hartoyo; Ardik Lahdimawan
Malahayati Nursing Journal Vol 6, No 9 (2024): Volume 6 Nomor 9 (2024)
Publisher : Universitas Malahayati Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33024/mnj.v6i9.16606

Abstract

ABSTRACT The introduction of Electronic Medical Records (EMR) has revolutionized healthcare documentation, emphasizing the importance of compliance and completeness in medical data recording. This study aims to analyze the bibliometric data and visualize the publication trends related to compliance and completeness in EMR using VOSviewer. We employed a bibliometric approach to identify key clusters and relationships among terms in the literature from various journals and countries over recent years. The results highlight three main clusters: documentation and adherence, data completeness and quality, and accuracy and compliance in hospital settings. The analysis shows a significant global interest, with the USA, Germany, and Indonesia being major contributors. The study also reveals a rise in publications from 2018 to 2022, predominantly consisting of research articles. The most cited article, "Tools and Technologies for Registry Interoperability" by V. Ehrenstein et al., underscores the influence of registry interoperability on patient outcomes. Our conclusions indicate that while substantial progress has been made, further research is needed to explore factors affecting compliance and completeness across different healthcare systems, the long-term impact on patient outcomes, the integration of AI technologies, and real-time monitoring tools for data accuracy and compliance. Keywords: Electronic Medical Records, Compliance, Data Completeness, Bibliometric Analysis, Healthcare Documentation
Food Security, Maternal Knowledge, and Child Nutrition: Bibliometric Insights into Global and Regional Research Trends (2015–2025) Ida Gelora Sihombing; Syamsul Arifin; Mohammad Bakhriansyah; Edi Hartoyo; Meitria Syahadatina Noor
Malahayati Nursing Journal Vol 7, No 11 (2025): Volume 7 Nomor 11 (2025)
Publisher : Universitas Malahayati Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33024/mnj.v7i11.23134

Abstract

ABSTRACT This study aims to analyze the scientific development and global research trends regarding the interrelationship among food security, maternal knowledge, and child nutrition during the period 2015–2025. The background of this research is grounded in the persistent high prevalence of stunting and child malnutrition across various countries, making food security and maternal nutrition literacy critical focuses in sustainable development. This study employs a bibliometric approach, with data obtained using the Publish or Perish software based on Crossref, complemented by institutional repositories and official reports from WHO, FAO, and UNICEF. A total of 100 of the most relevant publications were analyzed using VOSviewer through co-occurrence mapping, network visualization, overlay visualization, and density visualization. The analysis revealed four main clusters: (1) child malnutrition and health determinants, (2) household food security and nutrition, (3) maternal knowledge and feeding practices, and (4) contextual and temporal factors. The findings indicate that child nutrition issues—particularly stunting—have become the focal point of global research closely associated with household food security and maternal knowledge. Publication trends increased during the COVID-19 pandemic, with a strong emphasis on the socioeconomic impacts on child nutrition. Nevertheless, existing studies remain dominated by observational research, with limited longitudinal analyses and geographical diversity. This study concludes that a more integrative and interdisciplinary approach is required to strengthen the scientific evidence supporting the development of sustainable nutrition and food security policies. Keywords: Food Security, Maternal Knowledge, Child Nutrition, Bibliometric Analysis, Stunting.