Readiness for Change as A Potential Mediator between Digital Competency, Management Support, and Electronic Nursing Documentation Outcomes: A Systematic Review

Authors

  • Ayu Rahayu Universitas Islam Sultan Agung
  • Iwan Ardian Universitas Islam Sultan Agung
  • Wahyu Endang Setyowati Universitas Islam Sultan Agung
  • Muh. Abdurrouf Universitas Islam Sultan Agung

DOI:

https://doi.org/10.37287/ijghr.v8i6.2866

Keywords:

digital competency, electronic health records, electronic nursing documentation, management support, readiness for change

Abstract

Electronic nursing documentation depends on nurses’ digital competency and management support, yet the mechanism linking these factors to documentation outcomes remains unclear. To synthesize evidence on whether readiness for change may connect digital competency and management support with electronic nursing documentation outcomes. Following PRISMA 2020, PubMed, Springer Nature Link, and ScienceDirect were searched for studies published between 2021 and 2026. Search terms included nurses, electronic health records, electronic medical records, electronic nursing records, adoption, acceptance, readiness, resistance, digital health competence, satisfaction, and continuance intention. Of the 424 records retrieved, 24 duplicates were removed, 400 records were screened, and 92 full-text reports were assessed for eligibility. Ultimately, 10 studies met the inclusion criteria and were included in the final synthesis. Methodological quality was appraised using Joanna Briggs Institute (JBI) checklists, and risk of bias was assessed using ROBINS-I. Ten studies involving more than 4,000 participants across seven countries showed that management support, digital competency, and nurses’ attitudes were associated with electronic documentation acceptance and continued use. Readiness and adaptation often lagged behind formal adoption. No study formally tested mediation, and most had moderate to serious risk of bias. Readiness for change is a plausible mediator that warrants longitudinal testing.

References

Alsadi, M., Saleh, A., Khalil, M., & Oweidat, I. (2022). Readiness-Based Implementation of Electronic Health Records: A Survey of Jordanian Nurses. Creative Nursing, 28(1), 42–47. https://doi.org/10.1891/CN-2021-0024

Alsyouf, A., Alsubahi, N., Alali, H., Lutfi, A., Al-Mugheed, K. A., Alrawad, M., Almaiah, M. A., Anshasi, R. J., Alhazmi, F. N., & Sawhney, D. (2024). Nurses’ continuance intention to use electronic health record systems: The antecedent role of personality and organisation support. PLOS ONE, 19(10), e0300657. https://doi.org/10.1371/journal.pone.0300657

Aris Winata, I. M. N., & Hariyati, Rr. T. S. (2021). Nurse satisfaction level using electronic nursing documentation. Enfermería Clínica, 31, S109–S112. https://doi.org/10.1016/j.enfcli.2020.12.002

Aromataris, E., Lockwood, C., Porritt, K., Pilla, B., & Jordan, Z. (Eds.). (2024). JBI Manual for Evidence Synthesis. JBI. https://doi.org/10.46658/JBIMES-24-01

Arruum, D., Setyowati, Handiyani, H., & Artono Koestoer, R. (2024). Nurses’ Job Satisfaction Regarding the Use of Health Technology: A Survey Study. Jurnal Keperawatan Indonesia, 27(1), 47–58. https://doi.org/10.7454/jki.v27i1.1076

Bakhoum, N., Gerhart, C., Schremp, E., Jeffrey, A. D., Anders, S., France, D., & Ward, M. J. (2021). A Time and Motion Analysis of Nursing Workload and Electronic Health Record Use in the Emergency Department. Journal of Emergency Nursing, 47(5), 733–741. https://doi.org/10.1016/j.jen.2021.03.007

Bingham, G., Tong, E., Poole, S., Ross, P., & Dooley, M. (2021). A longitudinal time and motion study quantifying how implementation of an electronic medical record influences hospital nurses’ care delivery. International Journal of Medical Informatics, 153, 104537. https://doi.org/10.1016/j.ijmedinf.2021.104537

Cheraghi, R., Ebrahimi, H., Kheibar, N., & Sahebihagh, M. H. (2023). Reasons for resistance to change in nursing: an integrative review. BMC Nursing, 22(1), 310. https://doi.org/10.1186/s12912-023-01460-0

Cho, Y., Kim, M., & Choi, M. (2021). Factors associated with nurses’ user resistance to change of electronic health record systems. BMC Medical Informatics and Decision Making, 21(1), 218. https://doi.org/10.1186/s12911-021-01581-z

Comparcini, D., Simonetti, V., Tomietto, M., Pastore, F., Totaro, M., Ballerini, P., Trerotoli, P., Mikkonen, K., & Cicolini, G. (2025a). The Relationship Between Nurses’ Digital Health Literacy and Their Educational Levels, Professional Roles, and Digital Attitudes: A Cluster Analysis Based on a Cross‐Sectional Study. Journal of Clinical Nursing, 34(7), 2885–2897. https://doi.org/10.1111/jocn.17484

Comparcini, D., Simonetti, V., Tomietto, M., Pastore, F., Totaro, M., Ballerini, P., Trerotoli, P., Mikkonen, K., & Cicolini, G. (2025b). The Relationship Between Nurses’ Digital Health Literacy and Their Educational Levels, Professional Roles, and Digital Attitudes: A Cluster Analysis Based on a Cross‐Sectional Study. Journal of Clinical Nursing, 34(7), 2885–2897. https://doi.org/10.1111/jocn.17484

Dubale, A. T., Mengestie, N. D., Tilahun, B., & Walle, A. D. (2023). User Satisfaction of Using Electronic Medical Record System and Its Associated Factors among Healthcare Professionals in Ethiopia: A Cross‐Sectional Study. BioMed Research International, 2023(1). https://doi.org/10.1155/2023/4148211

Farajalla, F. (2026). Nurses’ Work Satisfaction With Electronic Medical Record Use and Associated Facilitators and Barriers in Palestine. Sage Open Nursing, 12. https://doi.org/10.1177/23779608261418586

Gesner, E., Dykes, P. C., Zhang, L., & Gazarian, P. (2022). Documentation Burden in Nursing and Its Role in Clinician Burnout Syndrome. Applied Clinical Informatics, 13(05), 983–990. https://doi.org/10.1055/s-0042-1757157

Hendy, A., Abdelaliem, S. M. F., Osman, Y. M., Al-Kurdi, Z., Zaher, A., Hendy, A., Almarwani, A. M., & Alkubati, S. A. (2025). Understanding Nurses’ perspectives on electronic health records in Egypt: Insights from a cross-sectional study. Journal of Pediatric Nursing, 80, e255–e263. https://doi.org/10.1016/j.pedn.2025.01.002

Jarva, E., Oikarinen, A., Andersson, J., Pramila‐Savukoski, S., Hammarén, M., & Mikkonen, K. (2024a). Healthcare professionals’ digital health competence profiles and associated factors: A cross‐sectional study. Journal of Advanced Nursing, 80(8), 3236–3252. https://doi.org/10.1111/jan.16096

Tuomikoski, A., Kääriäinen, M., Meriläinen, M., & Mikkonen, K. (2022). Healthcare professionals’ perceptions of digital health competence: A qualitative descriptive study. Nursing Open, 9(2), 1379–1393. https://doi.org/10.1002/nop2.1184

Jedwab, R. M., Manias, E., Hutchinson, A. M., Dobroff, N., & Redley, B. (2022). Nurses’ Experiences After Implementation of an Organization-Wide Electronic Medical Record: Qualitative Descriptive Study. JMIR Nursing, 5(1), e39596. https://doi.org/10.2196/39596

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

Lee, M.-S., & Lee, S. (2021a). Implementation of an Electronic Nursing Record for Nursing Documentation and Communication of Patient Care Information in a Tertiary Teaching Hospital. CIN: Computers, Informatics, Nursing, 39(3), 136–144. https://doi.org/10.1097/CIN.0000000000000642

Longhini, J., Rossettini, G., & Palese, A. (2022). Digital Health Competencies Among Health Care Professionals: Systematic Review. Journal of Medical Internet Research, 24(8), e36414. https://doi.org/10.2196/36414

Maawati, F., Iswanti, D. I., Saifudin, I. M. M. Y., & Dedi, B. (2025). Nurses’ Perception towards Electronic Medical Records System: An Integrative Review of Barriers and Facilitators. Iranian Journal of Public Health. https://doi.org/10.18502/ijph.v54i1.17575

Melnick, E. R., West, C. P., Nath, B., Cipriano, P. F., Peterson, C., Satele, D. V, Shanafelt, T., & Dyrbye, L. N. (2021). The association between perceived electronic health record usability and professional burnout among US nurses. Journal of the American Medical Informatics Association, 28(8), 1632–1641. https://doi.org/10.1093/jamia/ocab059

Moy, A. J., Schwartz, J. M., Chen, R., Sadri, S., Lucas, E., Cato, K. D., & Rossetti, S. C. (2021). Measurement of clinical documentation burden among physicians and nurses using electronic health records: a scoping review. Journal of the American Medical Informatics Association, 28(5), 998–1008. https://doi.org/10.1093/jamia/ocaa325

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

Ramoo, V., Kamaruddin, A., Nawawi, W. N. F. W., Che, C. C., & Kavitha, R. (2022). Nurses’ Perception and Satisfaction Toward Electronic Medical Record System. Florence Nightingale Journal of Nursing, 31(1), 2–10. https://doi.org/10.5152/FNJN.2022.22061

Setyowati, S., Arruum, D., Handiyani, H., & Koestoer, R. A. (2022). Digital Nursing Technology to Achieve Job Satisfaction: A Systematic Review. Open Access Macedonian Journal of Medical Sciences, 10(F), 104–112. https://doi.org/10.3889/oamjms.2022.8289

World Health Organization. (2021). Global strategy on digital health 2020–2025.

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Published

2026-10-30

How to Cite

Rahayu, A., Ardian, I., Setyowati, W. E., & Abdurrouf, M. (2026). Readiness for Change as A Potential Mediator between Digital Competency, Management Support, and Electronic Nursing Documentation Outcomes: A Systematic Review. Indonesian Journal of Global Health Research, 8(6), 1321–1330. https://doi.org/10.37287/ijghr.v8i6.2866

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