Association Between Nurses' Workload and Compliance with Digital NEWS Documentation: A Cross-Sectional Study
DOI:
https://doi.org/10.55018/janh.v8i2.622Keywords:
Clinical Documentation, Early Warning Score, Patient Safety, WorkloadAbstract
Background: Deterioration in a patient's clinical condition can occur suddenly during hospitalization, making early detection essential to prevent delayed interventions and reduce mortality risk. Patient deterioration requires early detection using the National Early Warning Score (NEWS). However, its implementation is often reported to be associated with nurses' high workload. Furthermore, limited evidence exists on how workload influences digital NEWS documentation, particularly in resource-constrained settings. This study aimed to determine the relationship between workload and the implementation of digital NEWS documentation.
Methods: This quantitative, cross-sectional study followed the STROBE guidelines and involved 72 nurses selected via convenience sampling at a Type A private hospital in Indonesia. The independent variable was workload, and the dependent variable was digital NEWS documentation. Data were collected using a validated workload questionnaire and a digital NEWS documentation checklist based on Royal College of Physicians (2017) standards, and analyzed using Jamovi software via Chi-square tests.
Results: 76.4% of respondents experienced a non-heavy workload, and 65.3% implemented digital NEWS documentation. The analysis revealed a significant relationship between workload and the implementation of digital NEWS documentation (p = 0.003; OR = 0.186; CI95% = 0,058-0,597), indicating that a heavier workload was associated with a lower likelihood of completing NEWS documentation.
Conclusion: These findings highlight that workload is significantly associated with clinical documentation compliance. To enhance patient safety, hospital administrators must move beyond general evaluations and implement targeted interventions, including staffing adjustments to balance nurse-to-patient ratios, workflow redesign to minimize administrative burden, and digital optimization of the digital NEWS system to streamline data entry.
Downloads
References
Abdelhadi, N., Drach-Zahavy, A., & Srulovici, E. (2022). Work interruptions and missed nursing care: A necessary evil or an opportunity? The role of nurses’ sense of controllability. Nursing Open, 9(1), 309–319. https://doi.org/10.1002/nop2.1064
Alam, N., Vegting, I. L., Houben, E., van Berkel, B., Vaughan, L., Kramer, M. H. H., & Nanayakkara, P. W. B. (2015). Exploring the performance of the National Early Warning Score (NEWS) in a European emergency department. Resuscitation, 90, 111–115. https://doi.org/10.1016/j.resuscitation.2015.02.011
Astuti, L. P., Trisyani, Y., & Mirwanti, R. (2023). Implementasi Early Warning System (Ews) dalam Mendeteksi Perburukan Akut pada Pasien Dewasa di Ruang Rawat Inap Rumah Sakit. Journal of Telenursing (JOTING), 5(2), 1590–1603. https://doi.org/10.31539/joting.v5i2.6356
Babamohamadi, H., Davari, H., Safari, A. A., Alaei, S., & Pordanjani, S. R. (2023). The association between workload and quality of work life of nurses taking care of patients with COVID ‑ 19. BMC Nursing, 1–11. https://doi.org/10.1186/s12912-023-01395-6
Bjerkan, J., Valderaune, V., & Olsen, R. M. (2021). Patient Safety Through Nursing Documentation : Barriers Identi fi ed by Healthcare Professionals and Students. 3(June), 1–11. https://doi.org/10.3389/fcomp.2021.624555
Carolina, P., Oktavia, D., & Frisilia, M. (2024). Hubungan Beban Kerja Perawat Dengan Kelengkapan Pendokumentasian Asuhan Keperawatan Di Ruang Rawat Inap Infeksi Dan Non Infeksi RSUD dr . Murjani Sampit. Protein: Jurnal Ilmu Keperawatan Dan Kebidanan, 2(2), 220–231.
Churpek, M. M., Snyder, A., Han, X., Sokol, S., Pettit, N., Howell, M. D., & Edelson, D. P. (2017). Quick sepsis-related organ failure assessment, systemic inflammatory response syndrome, and early warning scores for detecting clinical deterioration in infected patients outside theintensive care unit. American Journal of Respiratory and Critical Care Medicine, 195(7), 906–911. https://doi.org/10.1164/rccm.201604-0854OC
De Groot, K., De Veer, A. J. E., Munster, A. M., Francke, A. L., & Paans, W. (2022). Nursing documentation and its relationship with perceived nursing workload: a mixed-methods study among community nurses. BMC Nursing, 21(1), 1–12. https://doi.org/10.1186/s12912-022-00811-7
Diana, M., Prayoga, D. H., & Wijayanti, D. P. (2021). Implementation of Early Warning System in Nursing Ward: a Literature Review. Nurse and Health: Jurnal Keperawatan, 10(1), 126–134. https://doi.org/10.36720/nhjk.v10i1.275
Ekawati, F. A., Saleh, M. J., & Astuti, A. S. (2020). Hubungan Pengetahuan Perawat Tentang NEWSS dengan Penerapannya. Jurnal Ilmiah Kesehatan Sandi Husada, 11(1), 413–422. https://doi.org/10.35816/jiskh.v11i1.317
Elizar, E., Lubis, N. L., & Yuniati, Y. (2020). Pengaruh Stres Kerja, Beban Kerja Dan Kepuasan Kerja Terhadap Kinerja Perawat Di Ruang Rawat Inap Rsud Datu Beru Takengon. JUMANTIK (Jurnal Ilmiah Penelitian Kesehatan), 5(1), 78. https://doi.org/10.30829/jumantik.v5i1.6809
Fan, J., & Smith, A. P. (2017). The Impact of Workload and Fatigue on Performance. Springer International Publishing AG 2017, 726, 90–105. https://doi.org/10.1007/978-3-319-61061-0
Fox, A., & Report, N. E. (2015). EARLY WARNING SCORES: A SIGN OF DETERIORATION IN PATIENTS AND SYSTEMS Adrian. 22(1), 26–31.
Hastono, S. P. (2007). Analisis Data Kesehatan. Fakultas Kesehatan Masyarakat Univesitas Indonesia.
Holden, R. J., Scanlon, M. C., Patel, N. R., Kaushal, R., Escoto, K. H., Brown, R. L., Alper, S. J., Arnold, J. M., Shalaby, T. M., Murkowski, K., & Karsh, B.-T. (2011). A human factors framework and study of the effect of nursing workload on patient safety and employee quality of working life. BMJ Quality & Safety, 20(1), 15–24. https://doi.org/10.1136/bmjqs.2008.028381
Holland, M., & Kellett, J. (2023). The United Kingdom’s National Early Warning Score: should everyone use it? A narrative review. Internal and Emergency Medicine, 18(2), 573–583. https://doi.org/10.1007/s11739-022-03189-1
Kusumawati, Y., Lumadi, S. A., & Malang, M. (2022). Hubungan antara supervisi perawat dengan kelengkapan pengisian dokumentasi pengkajian keperawatan 1,2,3. Media Husada Journal of Nursing Science., 3(1), 64–72.
Langkjaer, C. S., Bundgaard, K., Bunkenborg, G., Nielsen, P. B., Iversen, K. K., Bestle, M. H., & Bove, D. G. (2023). How nurses use National Early Warning Score and Individual Early Warning Score to support their patient risk assessment practice: A fieldwork study. Journal of Advanced Nursing, 79(2), 789–797. https://doi.org/10.1111/jan.15547
Maghsoud, F., Rezaei, M., Asgarian, F. S., & Rassouli, M. (2022). Workload and quality of nursing care : the mediating role of implicit rationing of nursing care , job satisfaction and emotional exhaustion by using structural equations modeling approach. BMC Nursing, 1–10. https://doi.org/10.1186/s12912-022-01055-1
Mirawati, A., Deswita, D., & Solok Poltekkes Kemenkes Padang, K. (2022). Efektivitas Early Warning System Score dalam Pencegahan Perburukan Pasien di Rumah Sakit. Jurnal Kesehatan Lentera ’Aisyiyah, 5(1), 568–576.
Nani, H., Handayani, F., Hasriana, H., Hidaya, N., Alfianur, A., & Ose, M. I. (2024). Hubungan beban kerja perawat pelaksana terhadap pendokumentasian asuhan keperawatan. Jambura Journal of Health Sciences and Research, 6(2), 179–185. https://doi.org/10.35971/jjhsr.v6i2.19266.
Noya, F., Trisyani, Y., & Emaliyawati, E. (2025). The Benefits , Factors , and Barriers Faced in the Implementation of Digital National Early Warning Score in Hospitals : A Scoping Review. Journal Of Nursing Practice, 8(4), 926–942.
P, C., & AP., G. (2008). Patient Safety and Quality: An Evidence-Based Handbook for Nurses. In Nursing Workload and Patient Safety—A Human Factors Engineering Perspective. Rockville (MD): Agency for Healthcare Research and Quality. https://www.ncbi.nlm.nih.gov/books/NBK2657/
Paramarta, I. N. W., Swarjana, I. K., Wahyunadi, N. M. D., & Yusniawati, Y. N. P. (2026). Implementation of an early warning score system and associated factors in a hospital in Bali , Indonesia : a mixed-methods study. 24(1), 229–243. https://doi.org/10.55131/jphd/2026/240117
Penketh, J., & Nolan, J. P. (2022). In ‑ hospital cardiac arrest : the state of the art. Critical Care, 1–8. https://doi.org/10.1186/s13054-022-04247-y
Petersen, J. A., Rasmussen, L. S., & Rydahl-hansen, S. (2017). Barriers and facilitating factors related to use of early warning score among acute care nurses : a qualitative study. 1–9. https://doi.org/10.1186/s12873-017-0147-0
Polit, D. F., & Beck, C. T. (2017). Essentials of nursing research: appraising evidence for nursing practice.
Prastya, A., Mawaddah, N., & Bogohanto, B. (2023). Factor Analysis in the Implementation of Early Warning System Documentation in Psychiatric Hospitals. Indonesian Journal of Occupational Safety and Health, 12(2), 219–226. https://doi.org/10.20473/ijosh.v12i2.2023.219-226
Putri Ryandini, T., Lukman Hakim, Mokhamad Nurhadi, Mei Widyawati, & Dyah Pitaloka. (2024). Nurse Workload with Completeness of Nursing Documentation Model Source Oriented Record during Pandemic Period. Jurnal Kesehatan Dr. Soebandi, 12(1), 1–7. https://doi.org/10.36858/jkds.v12i1.524
Royal College of Physicians. (2012). National Early Warning Score ( NEWS ) National Early Warning Score ( NEWS ). In Report of a working party. London: RCP (Issue July).
Royal College of Physicians. (2017). National Early Warning Score (NEWS) 2: Standardising the assessment of acute-illness severity in the NHS. In Updated report of a working party (Vol. 17, Issue 6).
Smith, G. B., Prytherch, D. R., Meredith, P., Schmidt, P. E., & Featherstone, P. I. (2013). The ability of the National Early Warning Score (NEWS) to discriminate patients at risk of early cardiac arrest, unanticipated intensive care unit admission, and death. Resuscitation, 84(4), 465–470. https://doi.org/10.1016/j.resuscitation.2012.12.016
Subbe, C. P., & Bramley, R. (2022). Digital NEWS? How to amplify the benefits of NEWS in a digital healthcare system. Clinical Medicine, Journal of the Royal College of Physicians of London, 22(6), 534–538. https://doi.org/10.7861/clinmed.2022-0349
Suprayogi, Hemu, V. N., & Setiyarini, S. (2023). Implementation of Early Warning Score ( EWS ) in Inpatient Ward : Scooping Review. 5(2), 202–212.
Swami, T., Shams, A., Mittelstadt, M., Guenther, C., Tse, T., Noor, H., & Shahid, R. (2023). Implementation of early warning system in the clinical teaching unit to reduce unexpected deaths. BMJ Open Quality, 12(2). https://doi.org/10.1136/bmjoq-2022-002194
Sweller, J. (1988). Cognitive load during problem solving: Effects on learning. Cognitive Science, 12(2), 257–285. https://doi.org/https://doi.org/10.1016/0364-0213(88)90023-7
Wahyudi, J. T., Fadillah, A., & Ramadhani, D. R. (2023). Pengembangan Aplikasi National Early Warning Score 2 ( NEWS2 ) Berbasis Web dalam Penilaian Awal Pasien dengan Penyakit Akut Development of Web-Based National Early Warning Score 2 ( NEWS2 ) Application in the Initial Assessment of Patients with Acute Ill. 11, 346–353.
World Health Organization. (2023). Patient safety. https://www.who.int/news-room/fact-sheets/detail/patient-safety
Wulandari, R. D., Laksono, A. D., Nugraheni, W. P., Suryati, T., Latifah, L., Yunitawati, D., Mubasyiroh, R., Ardani, I., Kusnali, A., & Alruwaili, A. S. (2025). Hospital inpatient in Indonesia : Does national health insurance matter ? Clinical Epidemiology and Global Health, 35(July), 102155. https://doi.org/10.1016/j.cegh.2025.102155
Zahroh, R., & Mariyani, L. (2020). Penerapan Early Warning Score (EWS) system dengan respon time pada kondisi kegawatan di rawat inap RS Grha Husada. Jurnal Ners LENTERA, 8(2), 138–147. https://doi.org/10.33508/ners.v8i2.2700.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Linda Widiastuti, Utari Yunie Atrie, Liza Wati, Firman Sugiharto

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














