Challenges in Using Electronic Medical Records to Improve Hospital Service Quality: A Systematic Literature Review

Authors

  • Hani Purwo Ariyanto Universitas Muhammadiyah Surakarta
  • Yusuf Alam Romadhon Universitas Muhammadiyah Surakarta
  • Aflit Nuryulia Praswati Universitas Muhammadiyah Surakarta

DOI:

https://doi.org/10.51143/jksi.v10i2.1022

Keywords:

Electronic medical record, Hospital service quality, Healthcare digitalization, Literature review

Abstract

Meskipun Rekam Medis Elektronik (RME) berpotensi meningkatkan efisiensi dan keselamatan pasien, hambatan implementasi sering kali menghalangi tercapainya kualitas layanan yang optimal. Studi ini bertujuan mengidentifikasi, mengkategorikan, dan mensintesis hambatan utama yang membatasi efektivitas RME dalam meningkatkan kualitas layanan rumah sakit. Tinjauan literatur sistematis dilakukan mengikuti pedoman PRISMA 2020 dengan menganalisis 28 studi empiris yang diterbitkan dalam bahasa Inggris antara tahun 2020 hingga 2024 dari basis data Scopus dan PubMed. Sintesis naratif mengidentifikasi delapan tantangan utama, yaitu masalah kegunaan dan beban kerja; kesenjangan pelatihan; risiko interoperabilitas dan keamanan; tata kelola yang lemah; kendala infrastruktur; resistensi adopsi; manajemen perubahan yang tidak memadai; serta implikasi terhadap keselamatan pasien. Oleh karena itu, efektivitas implementasi RME bergantung pada strategi multidimensi di luar aspek teknis. Penguatan tata kelola, jaminan interoperabilitas, pelatihan berkelanjutan, serta kepemimpinan yang kuat dan manajemen perubahan proaktif sangat penting untuk mengatasi resistensi budaya dan memaksimalkan kontribusi RME terhadap kualitas layanan rumah sakit.

 

Despite the potential of Electronic Medical Records (EMR) to enhance hospital efficiency and patient safety, implementation barriers often hinder optimal service quality. This study identifies, categorizes, and synthesizes the primary barriers limiting EMR effectiveness in improving hospital service quality. A systematic literature review was conducted following the PRISMA 2020 guidelines, analyzing twenty-eight peer-reviewed empirical studies published in English between 2020 and 2024 retrieved from Scopus and PubMed. The narrative synthesis revealed eight dominant themes posing major challenges: usability and workload issues; training gaps; interoperability and security risks; weak governance; infrastructure constraints; resistance to adoption; insufficient change management; and negative implications for patient safety. Consequently, the effectiveness of EMR implementation depends on multidimensional strategies beyond technical capabilities. Strengthening governance, ensuring secure interoperability, and providing continuous user training, alongside strong leadership and proactive change management, are essential to overcome cultural resistance and maximize EMR contributions to hospital service quality.

References

Abdekhoda, M., Ahmadi, M., Dehnad, A., Noruzi, A., & Gohari, M. (2016). Applying Electronic Medical Records in health care. Applied Clinical Informatics, 07(02), 341–354. https://doi.org/10.4338/aci-2015-11-ra-0165

Abdulah, D. M., & Perot, K. A. (2022). BARRIERS AND BENEFITS OF ADOPTING ELECTRONIC HEALTH RECORDS (EHRs) IN PUBLIC HOSPITALS. Health Problems of Civilization, 16(1), 93–107. https://doi.org/10.5114/hpc.2022.113596

Abdulrahman, M., El-Hassan, O., Al Redha, M. A., & Almalki, M. (2024). Adoption of Electronic Medical Records in Healthcare Facilities in the Emirate of Dubai. Healthcare Informatics Research, 30(2), 154–161. https://doi.org/10.4258/hir.2024.30.2.154

Abore, K. W., Debiso, A. T., Birhanu, B. E., Bua, B. Z., & Negeri, K. G. (2022). Health professionals’ readiness to implement electronic medical recording system and associated factors in public general hospitals of Sidama region, Ethiopia. PLoS ONE, 17(10 October), 1–12. https://doi.org/10.1371/journal.pone.0276371

Ademola, A., George, C., & Mapp, G. (2024). Addressing the Interoperability of Electronic Health Records: The Technical and Semantic Interoperability, Preserving Privacy and Security Framework. Applied System Innovation, 7(6). https://doi.org/10.3390/asi7060116

Agrawal, P. K. B., Giri, B., Gupta, P., Khatri, R., & Devkota, S. (2022). Integrated Electronic Health Record System in a Tertiary Care Centre: A Single Centre Implementation Experience. Journal of the Nepal Medical Association, 60(248), 413–415. https://doi.org/10.31729/jnma.7445

Akwaowo, C. D., Sabi, H. M., Ekpenyong, N., Isiguzo, C. M., Andem, N. F., Maduka, O., Dan, E., Umoh, E., Ekpin, V., & Uzoka, F. M. (2022). Adoption of electronic medical records in developing countries—A multi-state study of the Nigerian healthcare system. Frontiers in Digital Health, 4(November), 1–18. https://doi.org/10.3389/fdgth.2022.1017231

Alami, J., Hammonds, C., Hensien, E., Khraibani, J., Borowitz, S., Hellems, M., & Riggs, S. L. (2022). Usability challenges with electronic health records (EHRs) during prerounding on pediatric inpatients. JAMIA Open, 5(1), 1–6. https://doi.org/10.1093/jamiaopen/ooac018

Alhur, A. (2024). Overcoming Electronic Medical Records Adoption Challenges in Saudi Arabia. Cureus, 16(2). https://doi.org/10.7759/cureus.53827

Alibrandi, A., Gitto, L., Limosani, M., & Mustica, P. F. (2023). Patient satisfaction and quality of hospital care. Evaluation and Program Planning, 97(September 2022), 102251. https://doi.org/10.1016/j.evalprogplan.2023.102251

Antor, E., Owusu-Marfo, J., & Kissi, J. (2024). Usability evaluation of electronic health records at the trauma and emergency directorates at the Komfo Anokye teaching hospital in the Ashanti region of Ghana. BMC Medical Informatics and Decision Making, 24(1). https://doi.org/10.1186/s12911-024-02636-7

Bekele, T. A., Gezie, L. D., Willems, H., Metzger, J., Abere, B., Seyoum, B., Abraham, L., Wendrad, N., Meressa, S., Desta, B., & Bogale, T. N. (2024). Barriers and facilitators of the electronic medical record adoption among healthcare providers in Addis Ababa, Ethiopia. Digital Health, 10. https://doi.org/10.1177/20552076241301946

Bersani, K., Fuller, T. E., Garabedian, P., Espares, J., Mlaver, E., Businger, A., Chang, F., Boxer, R. B., Schnock, K. O., Rozenblum, R., Dykes, P. C., Dalal, A. K., Benneyan, J. C., Lehmann, L. S., Gershanik, E. F., Bates, D. W., & Schnipper, J. L. (2020). Use, Perceived Usability, and Barriers to Implementation of a Patient Safety Dashboard Integrated within a Vendor EHR. Applied Clinical Informatics, 11(1), 34–45. https://doi.org/10.1055/s-0039-3402756

Bhati, D., Deogade, M. S., & Kanyal, D. (2023). Improving Patient Outcomes Through Effective Hospital Administration: A Comprehensive Review. Cureus, 15(10). https://doi.org/10.7759/cureus.47731

Booth, A., Sutton, A., Clowes, M., & Martyn, M. (2021). Systematic Approaches To A Successful Literature Review. SAGE Publication Ltd.

Bramer, W. M., Giustini, D., De Jong, G. B., Holland, L., & Bekhuis, T. (2016). De-duplication of database search results for systematic reviews in endnote. Journal of the Medical Library Association, 104(3), 240–243. https://doi.org/10.3163/1536-5050.104.3.014

Cahill, M., Cleary, B. J., & Cullinan, S. (2025). The influence of electronic health record design on usability and medication safety: systematic review. BMC Health Services Research, 25(1). https://doi.org/10.1186/s12913-024-12060-2

Campione, J., & Liu, H. (2024). Perceptions of hospital electronic health record (EHR) training, support, and patient safety by staff position and tenure. BMC Health Services Research, 24(1), 1–11. https://doi.org/10.1186/s12913-024-11322-3

Dunn Lopez, K., Chin, C. L., Leitão Azevedo, R. F., Kaushik, V., Roy, B., Schuh, W., Banks, K., Sousa, V., & Morrow, D. (2021). Electronic health record usability and workload changes over time for provider and nursing staff following transition to new EHR. Applied Ergonomics, 93(February). https://doi.org/10.1016/j.apergo.2021.103359

Elizondo, A. (2024). Governance intricacies in implementing regional shared care records: A qualitative study in the national health service, England. Health Informatics Journal, 30(4), 1–14. https://doi.org/10.1177/14604582241290709

Enaizan, O., Zaidan, A. A., Alwi, N. H. M., Zaidan, B. B., Alsalem, M. A., Albahri, O. S., & Albahri, A. S. (2020). Electronic medical record systems: decision support examination framework for individual, security and privacy concerns using multi-perspective analysis. Health and Technology, 10(3), 795–822. https://doi.org/10.1007/s12553-018-0278-7

Esmaeilzadeh, P., & Mirzaei, T. (2021). Using electronic health records to mitigate workplace burnout among clinicians during the COVID-19 pandemic: Field study in Iran. JMIR Medical Informatics, 9(6), 1–16. https://doi.org/10.2196/28497

Evans, R. S. (2016). Electronic Health Records: Then, Now, and in the Future. Yearbook of Medical Informatics, S48–S61. https://doi.org/10.15265/IYS-2016-s006

Fauziyah, N. F., Nurhayati, A., Binuko, R. S. D., Lestari, N., Romadhon, Y. A., Ichsan, B., & Sari, N. D. A. M. (2025). Kepuasan Pengguna Terhadap Penggunaan Rekam Medis Elektronik Di Rumah Sakit Swasta?: Studi Cross Sectional. Jurnal Informasi Kesehatan Penelitian, 17(1), 2622–5905. https://doi.org/10.36990/hijp.v17i1.1613

Ginting, A. B., Made, N., Santi, D., & Widjaja, Y. R. (2025). Strategi Membangun Budaya Organisasi yang Inovatif dalam Menghadapi Transformasi Digital di Rumah Sakit. MANEGGIO: Jurnal Ilmiah Magister Manajemen Volume, 8(1), 36–41.

Haddaway, N. R., Page, M. J., Pritchard, C. C., & McGuinness, L. A. (2022). PRISMA2020: An R package and Shiny app for producing PRISMA 2020-compliant flow diagrams, with interactivity for optimised digital transparency and Open Synthesis. Campbell Systematic Reviews, 18(2), e1230. https://doi.org/10.1002/cl2.1230

Hossain, M. K., Sutanto, J., Handayani, P. W., Haryanto, A. A., Bhowmik, J., & Frings-Hessami, V. (2025). An exploratory study of electronic medical record implementation and recordkeeping culture: the case of hospitals in Indonesia. BMC Health Services Research, 25(1). https://doi.org/10.1186/s12913-025-12399-0

Huang, C., Koppel, R., McGreevey, J. D., Craven, C. K., & Schreiber, R. (2020). Transitions from One Electronic Health Record to Another: Challenges, Pitfalls, and Recommendations. Applied Clinical Informatics, 11(5), 742–754. https://doi.org/10.1055/s-0040-1718535

Ibrahim, A. M., Abdel-Aziz, H. R., Mohamed, H. A. H., Zaghamir, D. E. F., Wahba, N. M. I., Hassan, G. A., Shaban, M., EL-Nablaway, M., Aldughmi, O. N., & Aboelola, T. H. (2024). Balancing confidentiality and care coordination: challenges in patient privacy. BMC Nursing, 23(1), 1–14. https://doi.org/10.1186/s12912-024-02231-1

Jimma, B. L., & Enyew, D. B. (2022). Barriers to the acceptance of electronic medical records from the perspective of physicians and nurses:A scoping review. Informatics in Medicine Unlocked, 31(May), 100991. https://doi.org/10.1016/j.imu.2022.100991

Jung, S. Y., Hwang, H., Lee, K., MDDonghyun Lee, Yoo, S., Lim, K., Lee, H. Y., & Kim, E. (2021). User perspectives on barriers and facilitators to the implementation of electronic health records in behavioral hospitals: Qualitative study. JMIR Formative Research, 5(4). https://doi.org/10.2196/18764

Kierkegaard, P. (2015). Governance structures impact on eHealth. Health Policy and Technology, 4(1), 39–46. https://doi.org/10.1016/j.hlpt.2014.10.016

Koebe, P., & Bohnet-Joschko, S. (2023). The Impact of Digital Transformation on Inpatient Care: Mixed Methods Study. JMIR Public Health and Surveillance, 9. https://doi.org/10.2196/40622

Köse, ?., Cece, S., Yener, S., Seyhan, S., Özge Elmas, B., Rayner, J., Birinci, ?., Mahir Ülgü, M., Zehir, E., & Gündo?du, B. (2023). Basic electronic health record (EHR) adoption in **Türkiye is nearly complete but challenges persist. BMC Health Services Research, 23(1), 1–11. https://doi.org/10.1186/s12913-023-09859-w

Kruse, C. S., Stein, A., Thomas, H., & Kaur, H. (2018). The use of Electronic Health Records to Support Population Health: A Systematic Review of the Literature. Journal of Medical Systems, 42(11). https://doi.org/10.1007/s10916-018-1075-6

Kutney-Lee, A., Brooks Carthon, M., Sloane, D. M., Bowles, K. H., McHugh, M. D., & Aiken, L. H. (2021). Electronic Health Record Usability: Associations with Nurse and Patient Outcomes in Hospitals. Medical Care, 59(7), 625–631. https://doi.org/10.1097/MLR.0000000000001536

Laukvik, L. B., Lyngstad, M., Rotegård, A. K., & Fossum, M. (2024). Utilizing nursing standards in electronic health records: A descriptive qualitative study. International Journal of Medical Informatics, 184(January). https://doi.org/10.1016/j.ijmedinf.2024.105350

Li, E., Clarke, J., Ashrafian, H., Darzi, A., & Neves, A. L. (2022). The Impact of Electronic Health Record Interoperability on Safety and Quality of Care in High-Income Countries: Systematic Review. Journal of Medical Internet Research, 24(9), 1–15. https://doi.org/10.2196/38144

Mejía-Granda, C. M., Fernández-Alemán, J. L., Carrillo-de-Gea, J. M., & García-Berná, J. A. (2024). Security vulnerabilities in healthcare: an analysis of medical devices and software. Medical and Biological Engineering and Computing, 62(1), 257–273. https://doi.org/10.1007/s11517-023-02912-0

Mensah, N. K., Adzakpah, G., Kissi, J., Abdulai, K., Taylor-Abdulai, H., Johnson, S. B., Opoku, C., Hallo, C., & Boadu, R. O. (2024). Health professionals’ perceptions of electronic health records system: a mixed method study in Ghana. BMC Medical Informatics and Decision Making, 24(1). https://doi.org/10.1186/s12911-024-02672-3

Mohamed Shaffril, H. A., Samsuddin, S. F., & Abu Samah, A. (2021). The ABC of systematic literature review: the basic methodological guidance for beginners. Quality and Quantity, 55(4), 1319–1346. https://doi.org/10.1007/s11135-020-01059-6

Ngusie, H. S., Kassie, S. Y., Chereka, A. A., & Enyew, E. B. (2022). Healthcare providers’ readiness for electronic health record adoption: a cross-sectional study during pre-implementation phase. BMC Health Services Research, 22(1), 1–12. https://doi.org/10.1186/s12913-022-07688-x

Niazkhani, Z., Toni, E., Cheshmekaboodi, M., Georgiou, A., & Pirnejad, H. (2020). Barriers to patient, provider, and caregiver adoption and use of electronic personal health records in chronic care: A systematic review. In BMC Medical Informatics and Decision Making (Vol. 20, Issue 1). BMC Medical Informatics and Decision Making. https://doi.org/10.1186/s12911-020-01159-1

Olakotan, O., Samuriwo, R., Ismaila, H., & Atiku, S. (2025). Usability Challenges in Electronic Health Records: Impact on Documentation Burden and Clinical Workflow: A Scoping Review. Journal of Evaluation in Clinical Practice, 31(4), 1–16. https://doi.org/10.1111/jep.70189

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Moher, D. (2021). The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ, n71. https://doi.org/10.1136/bmj.n71

Pai, M. M. M., Ganiga, R., Pai, R. M., & Sinha, R. K. (2021). Standard electronic health record (EHR) framework for Indian healthcare system. Health Services and Outcomes Research Methodology, 21(3), 339–362. https://doi.org/10.1007/s10742-020-00238-0

Palojoki, S., Saranto, K., Reponen, E., Skants, N., Vakkuri, A., & Vuokko, R. (2021). Classification of electronic health record–related patient safety incidents: Development and validation study. JMIR Medical Informatics, 9(8). https://doi.org/10.2196/30470

Pilares, I. C. A., Azam, S., Akbulut, S., Jonkman, M., & Shanmugam, B. (2022). Addressing the Challenges of Electronic Health Records Using Blockchain and IPFS. In Sensors (Vol. 22, Issue 11). https://doi.org/10.3390/s22114032

Pohlmann, S., Kunz, A., Ose, D., Winkler, E. C., Brandner, A., Poss-Doering, R., Szecsenyi, J., & Wensing, M. (2020). Digitalizing health services by implementing a personal electronic health record in Germany: Qualitative analysis of fundamental prerequisites from the perspective of selected experts. Journal of Medical Internet Research, 22(1). https://doi.org/10.2196/15102

Popescu, C., EL-Chaarani, H., EL-Abiad, Z., & Gigauri, I. (2022). Implementation of Health Information Systems to Improve Patient Identification. International Journal of Environmental Research and Public Health, 19(22). https://doi.org/10.3390/ijerph192215236

Roehrs, A., Da Costa, C. A., Da Rosa Righi, R., & De Oliveira, K. S. F. (2017). Personal health records: A systematic literature review. Journal of Medical Internet Research, 19(1). https://doi.org/10.2196/jmir.5876

Rothstein, Mark A, & Tovino, Stacey A. (2019). Privacy Risks of Interoperable Electronic Health Records: Segmentation of Sensitive Information Will Help. Medicolegal News, 47(4), 771–777. https://doi.org/10.1177/1073110519897791

Scells, H., Zuccon, G., & Koopman, B. (2021). A comparison of automatic Boolean query formulation for systematic reviews. Information Retrieval Journal, 24(1), 3–28. https://doi.org/10.1007/s10791-020-09381-1

Setyawati, B. O., & Haksama, S. (2025). Strategies for Improving the Quality of Healthcare Services through Patient Safety in Hospitals?: Literature Review. Jurnal Publikasi Kesehatan Masyarakat Indonesia, 12(2), 55–62. https://doi.org/10.20527/jpkmi.v12i2.22431

Snilstveit, B., Oliver, S., & Vojtkova, M. (2012). Narrative approaches to systematic review and synthesis of evidence for international development policy and practice. Journal of Development Effectiveness, 4(3), 409–429. https://doi.org/10.1080/19439342.2012.710641

Snyder, H. (2019). Literature review as a research methodology: An overview and guidelines. Journal of Business Research, 104(August), 333–339. https://doi.org/10.1016/j.jbusres.2019.07.039

Swift, J. K., & and Wampold, B. E. (2018). Inclusion and exclusion strategies for conducting meta-analyses. Psychotherapy Research, 28(3), 356–366. https://doi.org/10.1080/10503307.2017.1405169

Thomas, J., Harden, A., & Newman, M. (2012). Synthesis: combining results systematically and appropriately. An Introduction to Systematic Reviews, 1, 191–193.

Tsai, C. H., Eghdam, A., Davoody, N., Wright, G., Flowerday, S., & Koch, S. (2020). Effects of electronic health record implementation and barriers to adoption and use: A scoping review and qualitative analysis of the content. Life, 10(12), 1–27. https://doi.org/10.3390/life10120327

Uslu, A., & Stausberg, J. (2021). Value of the Electronic Medical Record for Hospital Care: Update from the Literature. Journal of Medical Internet Research, 23(12). https://doi.org/10.2196/26323

van Dinter, R., Tekinerdogan, B., & Catal, C. (2021). Automation of systematic literature reviews: A systematic literature review. Information and Software Technology, 136(April), 106589. https://doi.org/10.1016/j.infsof.2021.106589

Windle, J. R., Windle, T. A., Shamavu, K. Y., Nelson, Q. M., Clarke, M. A., Fruhling, A. L., & Tcheng, J. E. (2021). Roadmap to a more useful and usable electronic health record. Cardiovascular Digital Health Journal, 2(6), 301–311. https://doi.org/10.1016/j.cvdhj.2021.09.007

Woods, L., Martin, P., Khor, J., Guthrie, L., & Sullivan, C. (2024). The right care in the right place: a scoping review of digital health education and training for rural healthcare workers. BMC Health Services Research, 24(1). https://doi.org/10.1186/s12913-024-11313-4

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Published

2026-01-21

How to Cite

Ariyanto, H. P., Romadhon, Y. A., & Praswati, A. N. (2026). Challenges in Using Electronic Medical Records to Improve Hospital Service Quality: A Systematic Literature Review. JURNAL KEPERAWATAN SUAKA INSAN (JKSI), 10(2), 319–331. https://doi.org/10.51143/jksi.v10i2.1022

References

Abdekhoda, M., Ahmadi, M., Dehnad, A., Noruzi, A., & Gohari, M. (2016). Applying Electronic Medical Records in health care. Applied Clinical Informatics, 07(02), 341–354. https://doi.org/10.4338/aci-2015-11-ra-0165

Abdulah, D. M., & Perot, K. A. (2022). BARRIERS AND BENEFITS OF ADOPTING ELECTRONIC HEALTH RECORDS (EHRs) IN PUBLIC HOSPITALS. Health Problems of Civilization, 16(1), 93–107. https://doi.org/10.5114/hpc.2022.113596

Abdulrahman, M., El-Hassan, O., Al Redha, M. A., & Almalki, M. (2024). Adoption of Electronic Medical Records in Healthcare Facilities in the Emirate of Dubai. Healthcare Informatics Research, 30(2), 154–161. https://doi.org/10.4258/hir.2024.30.2.154

Abore, K. W., Debiso, A. T., Birhanu, B. E., Bua, B. Z., & Negeri, K. G. (2022). Health professionals’ readiness to implement electronic medical recording system and associated factors in public general hospitals of Sidama region, Ethiopia. PLoS ONE, 17(10 October), 1–12. https://doi.org/10.1371/journal.pone.0276371

Ademola, A., George, C., & Mapp, G. (2024). Addressing the Interoperability of Electronic Health Records: The Technical and Semantic Interoperability, Preserving Privacy and Security Framework. Applied System Innovation, 7(6). https://doi.org/10.3390/asi7060116

Agrawal, P. K. B., Giri, B., Gupta, P., Khatri, R., & Devkota, S. (2022). Integrated Electronic Health Record System in a Tertiary Care Centre: A Single Centre Implementation Experience. Journal of the Nepal Medical Association, 60(248), 413–415. https://doi.org/10.31729/jnma.7445

Akwaowo, C. D., Sabi, H. M., Ekpenyong, N., Isiguzo, C. M., Andem, N. F., Maduka, O., Dan, E., Umoh, E., Ekpin, V., & Uzoka, F. M. (2022). Adoption of electronic medical records in developing countries—A multi-state study of the Nigerian healthcare system. Frontiers in Digital Health, 4(November), 1–18. https://doi.org/10.3389/fdgth.2022.1017231

Alami, J., Hammonds, C., Hensien, E., Khraibani, J., Borowitz, S., Hellems, M., & Riggs, S. L. (2022). Usability challenges with electronic health records (EHRs) during prerounding on pediatric inpatients. JAMIA Open, 5(1), 1–6. https://doi.org/10.1093/jamiaopen/ooac018

Alhur, A. (2024). Overcoming Electronic Medical Records Adoption Challenges in Saudi Arabia. Cureus, 16(2). https://doi.org/10.7759/cureus.53827

Alibrandi, A., Gitto, L., Limosani, M., & Mustica, P. F. (2023). Patient satisfaction and quality of hospital care. Evaluation and Program Planning, 97(September 2022), 102251. https://doi.org/10.1016/j.evalprogplan.2023.102251

Antor, E., Owusu-Marfo, J., & Kissi, J. (2024). Usability evaluation of electronic health records at the trauma and emergency directorates at the Komfo Anokye teaching hospital in the Ashanti region of Ghana. BMC Medical Informatics and Decision Making, 24(1). https://doi.org/10.1186/s12911-024-02636-7

Bekele, T. A., Gezie, L. D., Willems, H., Metzger, J., Abere, B., Seyoum, B., Abraham, L., Wendrad, N., Meressa, S., Desta, B., & Bogale, T. N. (2024). Barriers and facilitators of the electronic medical record adoption among healthcare providers in Addis Ababa, Ethiopia. Digital Health, 10. https://doi.org/10.1177/20552076241301946

Bersani, K., Fuller, T. E., Garabedian, P., Espares, J., Mlaver, E., Businger, A., Chang, F., Boxer, R. B., Schnock, K. O., Rozenblum, R., Dykes, P. C., Dalal, A. K., Benneyan, J. C., Lehmann, L. S., Gershanik, E. F., Bates, D. W., & Schnipper, J. L. (2020). Use, Perceived Usability, and Barriers to Implementation of a Patient Safety Dashboard Integrated within a Vendor EHR. Applied Clinical Informatics, 11(1), 34–45. https://doi.org/10.1055/s-0039-3402756

Bhati, D., Deogade, M. S., & Kanyal, D. (2023). Improving Patient Outcomes Through Effective Hospital Administration: A Comprehensive Review. Cureus, 15(10). https://doi.org/10.7759/cureus.47731

Booth, A., Sutton, A., Clowes, M., & Martyn, M. (2021). Systematic Approaches To A Successful Literature Review. SAGE Publication Ltd.

Bramer, W. M., Giustini, D., De Jong, G. B., Holland, L., & Bekhuis, T. (2016). De-duplication of database search results for systematic reviews in endnote. Journal of the Medical Library Association, 104(3), 240–243. https://doi.org/10.3163/1536-5050.104.3.014

Cahill, M., Cleary, B. J., & Cullinan, S. (2025). The influence of electronic health record design on usability and medication safety: systematic review. BMC Health Services Research, 25(1). https://doi.org/10.1186/s12913-024-12060-2

Campione, J., & Liu, H. (2024). Perceptions of hospital electronic health record (EHR) training, support, and patient safety by staff position and tenure. BMC Health Services Research, 24(1), 1–11. https://doi.org/10.1186/s12913-024-11322-3

Dunn Lopez, K., Chin, C. L., Leitão Azevedo, R. F., Kaushik, V., Roy, B., Schuh, W., Banks, K., Sousa, V., & Morrow, D. (2021). Electronic health record usability and workload changes over time for provider and nursing staff following transition to new EHR. Applied Ergonomics, 93(February). https://doi.org/10.1016/j.apergo.2021.103359

Elizondo, A. (2024). Governance intricacies in implementing regional shared care records: A qualitative study in the national health service, England. Health Informatics Journal, 30(4), 1–14. https://doi.org/10.1177/14604582241290709

Enaizan, O., Zaidan, A. A., Alwi, N. H. M., Zaidan, B. B., Alsalem, M. A., Albahri, O. S., & Albahri, A. S. (2020). Electronic medical record systems: decision support examination framework for individual, security and privacy concerns using multi-perspective analysis. Health and Technology, 10(3), 795–822. https://doi.org/10.1007/s12553-018-0278-7

Esmaeilzadeh, P., & Mirzaei, T. (2021). Using electronic health records to mitigate workplace burnout among clinicians during the COVID-19 pandemic: Field study in Iran. JMIR Medical Informatics, 9(6), 1–16. https://doi.org/10.2196/28497

Evans, R. S. (2016). Electronic Health Records: Then, Now, and in the Future. Yearbook of Medical Informatics, S48–S61. https://doi.org/10.15265/IYS-2016-s006

Fauziyah, N. F., Nurhayati, A., Binuko, R. S. D., Lestari, N., Romadhon, Y. A., Ichsan, B., & Sari, N. D. A. M. (2025). Kepuasan Pengguna Terhadap Penggunaan Rekam Medis Elektronik Di Rumah Sakit Swasta?: Studi Cross Sectional. Jurnal Informasi Kesehatan Penelitian, 17(1), 2622–5905. https://doi.org/10.36990/hijp.v17i1.1613

Ginting, A. B., Made, N., Santi, D., & Widjaja, Y. R. (2025). Strategi Membangun Budaya Organisasi yang Inovatif dalam Menghadapi Transformasi Digital di Rumah Sakit. MANEGGIO: Jurnal Ilmiah Magister Manajemen Volume, 8(1), 36–41.

Haddaway, N. R., Page, M. J., Pritchard, C. C., & McGuinness, L. A. (2022). PRISMA2020: An R package and Shiny app for producing PRISMA 2020-compliant flow diagrams, with interactivity for optimised digital transparency and Open Synthesis. Campbell Systematic Reviews, 18(2), e1230. https://doi.org/10.1002/cl2.1230

Hossain, M. K., Sutanto, J., Handayani, P. W., Haryanto, A. A., Bhowmik, J., & Frings-Hessami, V. (2025). An exploratory study of electronic medical record implementation and recordkeeping culture: the case of hospitals in Indonesia. BMC Health Services Research, 25(1). https://doi.org/10.1186/s12913-025-12399-0

Huang, C., Koppel, R., McGreevey, J. D., Craven, C. K., & Schreiber, R. (2020). Transitions from One Electronic Health Record to Another: Challenges, Pitfalls, and Recommendations. Applied Clinical Informatics, 11(5), 742–754. https://doi.org/10.1055/s-0040-1718535

Ibrahim, A. M., Abdel-Aziz, H. R., Mohamed, H. A. H., Zaghamir, D. E. F., Wahba, N. M. I., Hassan, G. A., Shaban, M., EL-Nablaway, M., Aldughmi, O. N., & Aboelola, T. H. (2024). Balancing confidentiality and care coordination: challenges in patient privacy. BMC Nursing, 23(1), 1–14. https://doi.org/10.1186/s12912-024-02231-1

Jimma, B. L., & Enyew, D. B. (2022). Barriers to the acceptance of electronic medical records from the perspective of physicians and nurses:A scoping review. Informatics in Medicine Unlocked, 31(May), 100991. https://doi.org/10.1016/j.imu.2022.100991

Jung, S. Y., Hwang, H., Lee, K., MDDonghyun Lee, Yoo, S., Lim, K., Lee, H. Y., & Kim, E. (2021). User perspectives on barriers and facilitators to the implementation of electronic health records in behavioral hospitals: Qualitative study. JMIR Formative Research, 5(4). https://doi.org/10.2196/18764

Kierkegaard, P. (2015). Governance structures impact on eHealth. Health Policy and Technology, 4(1), 39–46. https://doi.org/10.1016/j.hlpt.2014.10.016

Koebe, P., & Bohnet-Joschko, S. (2023). The Impact of Digital Transformation on Inpatient Care: Mixed Methods Study. JMIR Public Health and Surveillance, 9. https://doi.org/10.2196/40622

Köse, ?., Cece, S., Yener, S., Seyhan, S., Özge Elmas, B., Rayner, J., Birinci, ?., Mahir Ülgü, M., Zehir, E., & Gündo?du, B. (2023). Basic electronic health record (EHR) adoption in **Türkiye is nearly complete but challenges persist. BMC Health Services Research, 23(1), 1–11. https://doi.org/10.1186/s12913-023-09859-w

Kruse, C. S., Stein, A., Thomas, H., & Kaur, H. (2018). The use of Electronic Health Records to Support Population Health: A Systematic Review of the Literature. Journal of Medical Systems, 42(11). https://doi.org/10.1007/s10916-018-1075-6

Kutney-Lee, A., Brooks Carthon, M., Sloane, D. M., Bowles, K. H., McHugh, M. D., & Aiken, L. H. (2021). Electronic Health Record Usability: Associations with Nurse and Patient Outcomes in Hospitals. Medical Care, 59(7), 625–631. https://doi.org/10.1097/MLR.0000000000001536

Laukvik, L. B., Lyngstad, M., Rotegård, A. K., & Fossum, M. (2024). Utilizing nursing standards in electronic health records: A descriptive qualitative study. International Journal of Medical Informatics, 184(January). https://doi.org/10.1016/j.ijmedinf.2024.105350

Li, E., Clarke, J., Ashrafian, H., Darzi, A., & Neves, A. L. (2022). The Impact of Electronic Health Record Interoperability on Safety and Quality of Care in High-Income Countries: Systematic Review. Journal of Medical Internet Research, 24(9), 1–15. https://doi.org/10.2196/38144

Mejía-Granda, C. M., Fernández-Alemán, J. L., Carrillo-de-Gea, J. M., & García-Berná, J. A. (2024). Security vulnerabilities in healthcare: an analysis of medical devices and software. Medical and Biological Engineering and Computing, 62(1), 257–273. https://doi.org/10.1007/s11517-023-02912-0

Mensah, N. K., Adzakpah, G., Kissi, J., Abdulai, K., Taylor-Abdulai, H., Johnson, S. B., Opoku, C., Hallo, C., & Boadu, R. O. (2024). Health professionals’ perceptions of electronic health records system: a mixed method study in Ghana. BMC Medical Informatics and Decision Making, 24(1). https://doi.org/10.1186/s12911-024-02672-3

Mohamed Shaffril, H. A., Samsuddin, S. F., & Abu Samah, A. (2021). The ABC of systematic literature review: the basic methodological guidance for beginners. Quality and Quantity, 55(4), 1319–1346. https://doi.org/10.1007/s11135-020-01059-6

Ngusie, H. S., Kassie, S. Y., Chereka, A. A., & Enyew, E. B. (2022). Healthcare providers’ readiness for electronic health record adoption: a cross-sectional study during pre-implementation phase. BMC Health Services Research, 22(1), 1–12. https://doi.org/10.1186/s12913-022-07688-x

Niazkhani, Z., Toni, E., Cheshmekaboodi, M., Georgiou, A., & Pirnejad, H. (2020). Barriers to patient, provider, and caregiver adoption and use of electronic personal health records in chronic care: A systematic review. In BMC Medical Informatics and Decision Making (Vol. 20, Issue 1). BMC Medical Informatics and Decision Making. https://doi.org/10.1186/s12911-020-01159-1

Olakotan, O., Samuriwo, R., Ismaila, H., & Atiku, S. (2025). Usability Challenges in Electronic Health Records: Impact on Documentation Burden and Clinical Workflow: A Scoping Review. Journal of Evaluation in Clinical Practice, 31(4), 1–16. https://doi.org/10.1111/jep.70189

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Moher, D. (2021). The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ, n71. https://doi.org/10.1136/bmj.n71

Pai, M. M. M., Ganiga, R., Pai, R. M., & Sinha, R. K. (2021). Standard electronic health record (EHR) framework for Indian healthcare system. Health Services and Outcomes Research Methodology, 21(3), 339–362. https://doi.org/10.1007/s10742-020-00238-0

Palojoki, S., Saranto, K., Reponen, E., Skants, N., Vakkuri, A., & Vuokko, R. (2021). Classification of electronic health record–related patient safety incidents: Development and validation study. JMIR Medical Informatics, 9(8). https://doi.org/10.2196/30470

Pilares, I. C. A., Azam, S., Akbulut, S., Jonkman, M., & Shanmugam, B. (2022). Addressing the Challenges of Electronic Health Records Using Blockchain and IPFS. In Sensors (Vol. 22, Issue 11). https://doi.org/10.3390/s22114032

Pohlmann, S., Kunz, A., Ose, D., Winkler, E. C., Brandner, A., Poss-Doering, R., Szecsenyi, J., & Wensing, M. (2020). Digitalizing health services by implementing a personal electronic health record in Germany: Qualitative analysis of fundamental prerequisites from the perspective of selected experts. Journal of Medical Internet Research, 22(1). https://doi.org/10.2196/15102

Popescu, C., EL-Chaarani, H., EL-Abiad, Z., & Gigauri, I. (2022). Implementation of Health Information Systems to Improve Patient Identification. International Journal of Environmental Research and Public Health, 19(22). https://doi.org/10.3390/ijerph192215236

Roehrs, A., Da Costa, C. A., Da Rosa Righi, R., & De Oliveira, K. S. F. (2017). Personal health records: A systematic literature review. Journal of Medical Internet Research, 19(1). https://doi.org/10.2196/jmir.5876

Rothstein, Mark A, & Tovino, Stacey A. (2019). Privacy Risks of Interoperable Electronic Health Records: Segmentation of Sensitive Information Will Help. Medicolegal News, 47(4), 771–777. https://doi.org/10.1177/1073110519897791

Scells, H., Zuccon, G., & Koopman, B. (2021). A comparison of automatic Boolean query formulation for systematic reviews. Information Retrieval Journal, 24(1), 3–28. https://doi.org/10.1007/s10791-020-09381-1

Setyawati, B. O., & Haksama, S. (2025). Strategies for Improving the Quality of Healthcare Services through Patient Safety in Hospitals?: Literature Review. Jurnal Publikasi Kesehatan Masyarakat Indonesia, 12(2), 55–62. https://doi.org/10.20527/jpkmi.v12i2.22431

Snilstveit, B., Oliver, S., & Vojtkova, M. (2012). Narrative approaches to systematic review and synthesis of evidence for international development policy and practice. Journal of Development Effectiveness, 4(3), 409–429. https://doi.org/10.1080/19439342.2012.710641

Snyder, H. (2019). Literature review as a research methodology: An overview and guidelines. Journal of Business Research, 104(August), 333–339. https://doi.org/10.1016/j.jbusres.2019.07.039

Swift, J. K., & and Wampold, B. E. (2018). Inclusion and exclusion strategies for conducting meta-analyses. Psychotherapy Research, 28(3), 356–366. https://doi.org/10.1080/10503307.2017.1405169

Thomas, J., Harden, A., & Newman, M. (2012). Synthesis: combining results systematically and appropriately. An Introduction to Systematic Reviews, 1, 191–193.

Tsai, C. H., Eghdam, A., Davoody, N., Wright, G., Flowerday, S., & Koch, S. (2020). Effects of electronic health record implementation and barriers to adoption and use: A scoping review and qualitative analysis of the content. Life, 10(12), 1–27. https://doi.org/10.3390/life10120327

Uslu, A., & Stausberg, J. (2021). Value of the Electronic Medical Record for Hospital Care: Update from the Literature. Journal of Medical Internet Research, 23(12). https://doi.org/10.2196/26323

van Dinter, R., Tekinerdogan, B., & Catal, C. (2021). Automation of systematic literature reviews: A systematic literature review. Information and Software Technology, 136(April), 106589. https://doi.org/10.1016/j.infsof.2021.106589

Windle, J. R., Windle, T. A., Shamavu, K. Y., Nelson, Q. M., Clarke, M. A., Fruhling, A. L., & Tcheng, J. E. (2021). Roadmap to a more useful and usable electronic health record. Cardiovascular Digital Health Journal, 2(6), 301–311. https://doi.org/10.1016/j.cvdhj.2021.09.007

Woods, L., Martin, P., Khor, J., Guthrie, L., & Sullivan, C. (2024). The right care in the right place: a scoping review of digital health education and training for rural healthcare workers. BMC Health Services Research, 24(1). https://doi.org/10.1186/s12913-024-11313-4