The Effect of Benefit Perception, Digital Literacy on the Application of Electronic Medical Records at Bhakti Mulia Hospital with Organizational Culture as a Mediating Variable
Downloads
The implementation of electronic medical records (EMRs) at Bhakti Mulia Hospital is essential for improving healthcare service efficiency and effectiveness. However, several challenges remain, including the continued use of manual documentation, incomplete recording of patient handover processes, and inadequate training and evaluation procedures. This study aimed to examine the effects of perceived benefits and digital literacy on EMR implementation, with organizational culture as a mediating variable. A quantitative approach with an explanatory, cross-sectional research design was employed. The study population consisted of 171 nursing personnel, of whom 154 met the inclusion criteria and were included in the analysis using a total sampling approach. Data were analyzed using partial least squares structural equation modeling (PLS-SEM) with SmartPLS version 4. The results indicated that perceived benefits, digital literacy, and organizational culture collectively explained 61.8% of the variance in EMR implementation (R² = 0.618; p < 0.001). Perceived benefits demonstrated the strongest direct effect on EMR implementation, whereas digital literacy did not exhibit a significant direct effect. Organizational culture mediated the relationships between perceived benefits and EMR implementation and between digital literacy and EMR implementation. These findings highlighted the importance of perceived benefits and organizational culture in supporting effective EMR implementation, while digital literacy contributed through its relationship with organizational culture. Therefore, Bhakti Mulia Hospital was advised to strengthen its health information systems, improve staff training and evaluation, and foster a supportive organizational culture to enhance the quality and efficiency of healthcare services.
Akwaowo Sabi, H. M., Ekpenyong, N., Isiguzo, C. M., Andem, N. F., Maduka, O., Dan, E., Umoh, E., Ekpin, V., C. D., & Uzoka, F.-M. (2022). Adoption of electronic medical records in developing countries—A multi-state study of the Nigerian healthcare system. https://doi.org/10.3389/fdgth.2022.1017231
Arikunto, S. (2018). Research Procedure: A Practical Approach (6th ed.). Rineka Cipta.
Arthur, W. B. (1989). Competing Technologies, Increasing Returns, and Lock-In by Historical Events. The Economic Journal, 99(394). https://doi.org/10.2307/2234208
Bawden, D., & Robinson, L. (2012). Introduction to Information Science. Facet Publishing. https://books.google.co.id/books?id=Nc5qDQAAQBAJ
Brørs, G., Larsen, M. H., Hølvold, L. B., & Wahl, A. K. (2023). eHealth literacy among hospital health care providers: a systematic review. BMC Health Services Research, 23(1). https://doi.org/10.1186/s12913-023-10103-8
Cheng Gearon, E., Hawkins, M., McPhee, C., Hanna, L., Batterham, R., C., & Osborne, R. H. (2022). Digital Health Literacy as a Predictor of Awareness, Engagement, and Use of a National Web-Based Personal Health Record: Population-Based Survey Study. https://doi.org/10.2196/35772
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. https://doi.org/10.2307/249008
De Benedictis Lettieri, E., Gastaldi, L., Masella, C., Urgu, A., A., & Tartaglini, D. (2020). Electronic Medical Records implementation in hospital: An empirical investigation of individual and organizational determinants. https://doi.org/10.1371/journal.pone.0234108
Denison Haaland, S., D. R., & Goelzer, P. (2004). Corporate culture and organizational effectiveness: Is Asia different from the rest of the world? Organizational Dynamics, 33(1), 98–109. https://doi.org/10.1016/j.orgdyn.2003.11.008
Denison, D. R., Haaland, S., & Goelzer, P. (2004). Corporate culture and organizational effectiveness: Is Asia different from the rest of the world? Organizational Dynamics, 33(1). https://doi.org/10.1016/j.orgdyn.2003.11.008
Denison, D. R., & Mishra, A. K. (1995). Toward a Theory of Organizational Culture and Effectiveness. Organization Science, 6(2). https://doi.org/10.1287/orsc.6.2.204
Faida, E. W., Wiliyanarti, P. F., & Wahyuni, M. M. dwi. (2023). Readiness Analysis of Electronic Medical Record System (RME): A Case Study of Secondary Hospitals in Surabaya. Health and Technology Journal (HTechJ), 1(5).
Faida, M. E. W. (2024). Textbook for Health Service Management in Hospitals. Indomedia Pustaka.
Ferdinand, A. (2014). Management Research Methods: Research Guidelines for Writing Thesis and Dissertation in Management Science. Dipenogoro University Press.
Field, R. I. (2006). Health Care Regulation in America. https://doi.org/10.1093/acprof:oso/9780195159684.001.0001
Fornell, C., & Larcker, D. F. (1981). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. https://doi.org/10.2307/3151312
Gell, G. (2001). Digital (r) Evolution in Radiology (Walter Hruby, ed, Springer-Verlag/Wien, 2001). AJNR: American Journal of Neuroradiology, 22(8). https://pmc.ncbi.nlm.nih.gov/articles/PMC7974577/
Gilster, P. (1997). Digital literacy. Wiley Computer.
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) (3rd ed.). Sage Publications.
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
Handy, C. (1993). Understanding Organizations: Managing Differentiation and Integration. Oxford University Press.
Haux Winter, A., Ammenwerth, E., R., & Brigl, B. (2004). Strategic Information Management in Hospitals. https://doi.org/10.1007/978-1-4757-4298-5
Hebda, T., Hunter, K., & Czar, P. (2019). Handbook of Informatics for Nurses and Healthcare Professionals (6th ed.). Pearson. https://www.pearsoned.com/
Laudon, K. C., & Laudon, J. P. (2020). Management Information Systems: Managing the Digital Firm (16th ed.). Pearson.
Copyright (c) 2026 Poppy Budiani, Aprilita Rina Yanti Eff, Sandra Dewi

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.




