Technostress among nurses during electronic medical record implementation: a systematic literature review
DOI:
https://doi.org/10.31101/jhes.4576Abstract views 8 times
Keywords:
administrative burden, digital transformation, electronic medical record, nurses, service qualityAbstract
Downloads
References
Alami, H., Lehoux, P., Gagnon, M. P., Fortin, J. P., Fleet, R., & Ag Ahmed, M. A. (2020). Rethinking the electronic health record through the quadruple aim: Time to align its value with the health system. BMC Medical Informatics and Decision Making, 20(1), 1–5. https://doi.org/10.1186/s12911-020-1048-9
Ali, J., Jusoh, A., Idris, N., & Nor, K. M. (2024). Healthcare service quality and patient satisfaction: a conceptual framework. International Journal of Quality and Reliability Management, 41(2), 608–627. https://doi.org/10.1108/IJQRM-04-2022-0136
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
Baihaqy, A., & Subriadi, A. P. (2025). Development of digital transformation model in hospital. Technological Sustainability, 4(1), 1–29. https://doi.org/10.1108/TECHS-04-2024-0028
Çakmak, C., & Uğurluoğlu, Ö. (2024). The Effects of Patient-Centered Communication on Patient Engagement, Health-Related Quality of Life, Service Quality Perception and Patient Satisfaction in Patients with Cancer: A Cross-Sectional Study in Türkiye. Cancer Control, 31, 1–15. https://doi.org/10.1177/10732748241236327
Chetwynd, Ellen. (2022). Critical Analysis of Reliability and Validity in Literature Reviews. Journal of Human Lactation, 38(3), 392–396. https://doi.org/10.1177/08903344221100201
De Leeuw, J. A., Woltjer, H., & Kool, R. B. (2020). Identification of factors influencing the adoption of health information technology by nurses who are digitally lagging: In-depth interview study. Journal of Medical Internet Research, 22(8). https://doi.org/10.2196/15630
Farid, A., & Maharani, S. (2025). Implementasi Electronic Medical Record Di Rumah Sakit X Kabupaten Kudus. Journal of Administrative and Social Science, 6(2), 17–21. https://doi.org/10.55606/jass.v6i2.1865
Gatiti, P., Ndirangu, E., Mwangi, J., Mwanzu, A., & Ramadhani, T. (2021). Enhancing Healthcare Quality in Hospitals through Electronic Health Records: A Systematic Review. Journal of Health Informatics in Developing Countries, 15(2), 1–25. https://www.jhidc.org/index.php/jhidc/article/view/330
Haddaway, N. R., Page, M. J., Pritchard, C. C., & McGuinness, L. A. (2022a). Campbell Systematic Reviews - 2022 - Haddaway - PRISMA2020 An R package and Shiny app for producing PRISMA 2020‐compliant.pdf. In Open Synthesis Campbell Systematic Reviews (Vol. 18, Issue e1230, pp. 1–14). https://doi.org/10.1002/cl2.1230
Haddaway, N. R., Page, M. J., Pritchard, C. C., & McGuinness, L. A. (2022b). 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
Heponiemi, T., Gluschkoff, K., Vehko, T., Kaihlanen, A. M., Saranto, K., Nissinen, S., Nadav, J., & Kujala, S. (2021). Electronic Health Record Implementations and Insufficient Training Endanger Nurses’ Well-being: Cross-sectional Survey Study. Journal of Medical Internet Research, 23(12). https://doi.org/10.2196/27096
Huaytan, J. V. P., Rojas, G. G. R., Ruiz-Balvin, M. C., Roldan, F. A. G., Leiva, N. A. D., Gordillo-Flores, R. E., Melly, J. L. I., & Tapia-Silguera, R. D. (2024). Digital Transformation in Public Hospital Management: Improving the Patient Experience. Revista de Gestao Social e Ambiental, 18(4), 1–7. https://doi.org/10.24857/rgsa.v18n4-046
Ikawati, F. R., & Haris, M. S. (2024). Challenges in Implementing Digital Medical Records in Indonesian Hospitals: Perspectives on Technology, Regulation, and Data Security. Proceeding of The International Conference of Inovation, Science, Technology, Education, Children, and Health, 4(2), 01–25. https://doi.org/10.62951/icistech.v4i2.70
Iyamu, I., Xu, A. X. T., Gómez-Ramírez, O., Ablona, A., Chang, H. J., Mckee, G., & Gilbert, M. (2021). Defining digital public health and the role of digitization, digitalization, and digital transformation: Scoping review. JMIR Public Health and Surveillance, 7(11), 1–14. https://doi.org/10.2196/30399
Janett, R. S., & Yeracaris, P. P. (2020). Electronic medical records in the american health system: Challenges and lessons learned. Ciencia e Saude Coletiva, 25(4), 1293–1304. https://doi.org/10.1590/1413-81232020254.28922019
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
Kitchenham, B. A., Budgen, D., & Brereton, P. (2015). Evidence-based software engineering and systematic reviews. CRC press.
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
Kopuz, K., Turgut, M., & Aydın, G. (2025). Technostress among nurses: boon or bane? The moderated mediation model. BMC Nursing, 24(1). https://doi.org/10.1186/s12912-025-03721-6
Kraus, S., Schiavone, F., Pluzhnikova, A., & Invernizzi, A. C. (2021). Digital transformation in healthcare: Analyzing the current state-of-research. Journal of Business Research, 123, 557–567. https://doi.org/10.1016/j.jbusres.2020.10.030
LaBoone, P. A., & Marques, O. (2024). Overview of the future impact of wearables and artificial intelligence in healthcare workflows and technology. International Journal of Information Management Data Insights, 4(2), 100294. https://doi.org/10.1016/j.jjimei.2024.100294
Lame, G. (2019). Systematic literature reviews: An introduction. Proceedings of the Design Society: International Conference on Engineering Design, 2019-Augus(August), 1633–1642. https://doi.org/10.1017/dsi.2019.169
Lowe, M. S., Stone, S. M., Maxson, B. K., Snajdr, E., & Miller, W. (2020). Boolean redux: Performance of advanced versus simple boolean searches and implications for upper-level instruction. Journal of Academic Librarianship, 46(6), 102234. https://doi.org/10.1016/j.acalib.2020.102234
Lucena, J. C.-R., Carvalho, C., Santos-Costa, P., Mónico, L., & Parreira, P. (2021). Nurses’ Strategies to Prevent and/or Decrease Work-Related Technostress: A Scoping Review. CIN: Computers, Informatics, Nursing, 39(12). https://journals.lww.com/cinjournal/fulltext/2021/12000/nurses__strategies_to_prevent_and_or_decrease.12.aspx
Madsen, C. Ø., Lindgren, I., & Melin, U. (2022). The accidental caseworker – How digital self-service influences citizens’ administrative burden. Government Information Quarterly, 39(1). https://doi.org/10.1016/j.giq.2021.101653
Mengist, W., Soromessa, T., & Legese, G. (2020). Method for conducting systematic literature review and meta-analysis for environmental science research. MethodsX, 7, 100777. https://doi.org/10.1016/j.mex.2019.100777
Mikkelsen, K. S., Madsen, J. K., & Baekgaard, M. (2024). Is stress among street‐level bureaucrats associated with experiences of administrative burden among clients? A multilevel study of the Danish unemployment sector. Public Administration Review, 84(2), 248–260. https://doi.org/10.1111/puar.13673
Mongeon, P., & Paul-Hus, A. (2016). The journal coverage of Web of Science and Scopus: a comparative analysis. Scientometrics, 106(1), 213–228. https://doi.org/10.1007/s11192-015-1765-5
Muhlizardy, M., Nurhayati, A., Isnaini, L., & Zahrani, N. (2025). ANALISIS BEBAN KERJA TERHADAP KEPUASAN PERAWAT DALAM PENGGUNAAN REKAM MEDIS ELEKTRONIK (RME) DI UNIT RAWAT JALAN. Jurnal Penelitian Perawat Profesional, 7(3), 593–600. https://doi.org/http://jurnal.globalhealthsciencegroup.com/index.php/JPPP
Munn, Z., Barker, T. H., Moola, S., Tufanaru, C., Stern, C., McArthur, A., Stephenson, M., & Aromataris, E. (2019). Methodological quality of case series studies: An introduction to the JBI critical appraisal tool. JBI Database of Systematic Reviews and Implementation Reports, 2127–2133. https://doi.org/10.11124/JBISRIR-D-19-00099
Naamneh, R., & Bodas, M. (2024). The effect of electronic medical records on medication errors, workload, and medical information availability among qualified nurses in Israel– a cross sectional study. BMC Nursing, 23(1), 1–10. https://doi.org/10.1186/s12912-024-01936-7
Nurfaidah, Muhammad Aqil, & Chaerunnisa Rumianti. (2025). Digitalisasi Pelayanan dan Transformasi Digital Terhadap Kualitas Pelayanan RSUD Provinsi Sulawesi Barat. Jurnal E-Bussiness Institut Teknologi Dan Bisnis Muhammadiyah Polewali Mandar, 4(2), 28–38. https://doi.org/10.59903/ebussiness.v4i2.119
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
Pati, Debajyoti, & Lorusso, Lesa N. (2017). How to Write a Systematic Review of the Literature. HERD: Health Environments Research & Design Journal, 11(1), 15–30. https://doi.org/10.1177/1937586717747384
Peccoralo, L. A., Kaplan, C. A., Pietrzak, R. H., Charney, D. S., & Ripp, J. A. (2021). The impact of time spent on the electronic health record after work and of clerical work on burnout among clinical faculty. Journal of the American Medical Informatics Association, 28(5), 938–947. https://doi.org/10.1093/jamia/ocaa349
Provenzano, M., Cillara, N., Curcio, F., Pisu, M. O., González, C. I. A., & Jiménez-Herrera, M. F. (2024). Electronic Health Record Adoption and Its Effects on Healthcare Staff: A Qualitative Study of Well-Being and Workplace Stress. International Journal of Environmental Research and Public Health, 21(11). https://doi.org/10.3390/ijerph21111430
Raimo, N., De Turi, I., Albergo, F., & Vitolla, F. (2023). The drivers of the digital transformation in the healthcare industry: An empirical analysis in Italian hospitals. Technovation, 121(May 2022), 102558. https://doi.org/10.1016/j.technovation.2022.102558
Rasyid, M. J., Aqid, B. M., Salsabila, A. P., & Nurfiyanti, K. (2025). Implementation of EMR System in Indonesian Health Facilities: Benefits and Constraints. Journal of Indonesian Health Policy and Administration, 10(1), 31–38. https://doi.org/10.7454/ihpa.v10i1.1140
Rusdiana, E., Sanjaya, Y., & Guardian. (2024). Penerapan Konsep Layanan Prima Dan Strategi Komunikasi ,Etika Di Rumah Sakit. Jurnal Manajemen Pelayanan Kesehatan (The Indonesian Journal of Health Service Management), 27(3), 103–109.
Santos, W. M. Dos, Secoli, S. R., & Püschel, V. A. de A. (2018). The Joanna Briggs Institute approach for systematic reviews. Revista Latino-Americana de Enfermagem, 26, e3074. https://doi.org/10.1590/1518-8345.2885.3074
Saputra, W. (2025). Dampak Digitalisasi Manajemen Rumah Sakit terhadap Efisiensi Pelayanan : Literature Review. Jurnal Ilmu Kesehatan Masyarakat, 14(3), 245–254. https://doi.org/10.33221/jikm.v14i03.3834
Sartika, L. D., Syaodih, E., & Widjaja, Y. R. (2024). Evaluation of the Implementation of Electronic Medical Records in the Intensive Care Unit of Sunan Kudus Islamic Hospital. (IJP) Indonesia Jurnal Perawat, 9(2), 64–75. https://doi.org/10.26751/ijp.v9i2.2617
Schreiber, F., & Cramer, C. (2024). Towards a conceptual systematic review: proposing a methodological framework. Educational Review, 76(6), 1458–1479. https://doi.org/10.1080/00131911.2022.2116561
Shaban, M., Ezzelregal Abdelgawad, M., Mohamed Elsayed, S., & Mohamed Abdallah, H. M. (2025). The mediating role of emotional intelligence in the relationship between technostress and burnout prevention among critical care nurses a structural equation modelling approach. BMC Nursing, 24(1). https://doi.org/10.1186/s12912-025-02852-0
Smyth, W., Bogiatzis, M., Irving, L., Morton, J., Holland, S., & Nagle, C. (2024). ‘One size does not fit all’: Nurses’ and midwives’ opinions about using electronic medical records. Australian Journal of Advanced Nursing, 41(4), 4–13. https://doi.org/10.37464/2024.414.1205
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
Storseth, O., McNeil, K., Grudniewicz, A., Correia, R. H., Gallant, F., Thelen, R., & Lavergne, M. R. (2025). Administrative burden in primary care Critical review. Canadian Family Physician, 71(6), 417–423. https://doi.org/10.46747/cfp.7106417
Tasbihah, F., & Yunengsih, Y. (2024). Penerapan Rekam Medis Elektronik dalam Menunjang Efektivitas Kerja Perekam Medis di Rumah Sakit Hasna Medika Cirebon. Jurnal Indonesia : Manajemen Informatika Dan Komunikasi, 5(3), 2761–2767. https://doi.org/10.35870/jimik.v5i3.946
Tell, A., Westenhöfer, J., Harth, V., & Mache, S. (2023). Stressors, Resources, and Strain Associated with Digitization Processes of Medical Staff Working in Neurosurgical and Vascular Surgical Hospital Wards: A Multimethod Study. Healthcare (Switzerland), 11(14). https://doi.org/10.3390/healthcare11141988
Torres-Carrión, P. V, González-González, C. S., Aciar, S., & Rodríguez-Morales, G. (2018). Methodology for systematic literature review applied to engineering and education. 2018 IEEE Global Engineering Education Conference (EDUCON), 1364–1373. https://doi.org/10.1109/EDUCON.2018.8363388
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
Vehko, T., Hyppönen, H., Puttonen, S., Kujala, S., Ketola, E., Tuukkanen, J., Aalto, A. M., & Heponiemi, T. (2019). Experienced time pressure and stress: Electronic health records usability and information technology competence play a role. BMC Medical Informatics and Decision Making, 19(1), 1–9. https://doi.org/10.1186/s12911-019-0891-z
Woelert, P. (2023). Administrative burden in higher education institutions: a conceptualisation and a research agenda. Journal of Higher Education Policy and Management, 45(4), 409–422. https://doi.org/10.1080/1360080X.2023.2190967
Yun, J. H. J., Zhao, X., & Liu, Z. (2024). Regulation architecture of open innovation under digital transformation: Case study on telemedicine and for-profit-hospital. Journal of Open Innovation: Technology, Market, and Complexity, 10(1), 100252. https://doi.org/10.1016/j.joitmc.2024.100252
Zehra, S., Ranjan, J., & Shukla, M. (2025). Service quality in healthcare: understanding the relationship between patient experience and healthcare outcomes. International Journal of Health Care Quality Assurance, 1–18. https://doi.org/10.1108/IJHCQA-09-2024-0090
Zhu, J., & Liu, W. (2020). A tale of two databases: the use of Web of Science and Scopus in academic papers. Scientometrics, 123(1), 321–335. https://doi.org/10.1007/s11192-020-03387-8
Downloads
Published
Issue
Section
License
Copyright (c) 2026 JHeS (Journal of Health Studies)

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
With the receipt of the article by the Journal of Health Studies Editorial Board and the decision to be published, then the copyright regarding the article will be diverted to Journal of Health Studies. Universitas 'Aisyiyah Yogyakarta as the publisher of Journal of Health Studies hold the copyright regarding all the published articles in this journal.
Journal of Health Studies is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.










