Pragmatic Trial Tests AI-Assisted Documentation to Reduce Nursing Administrative Burden — Implications for Australian Healthcare
247 Health News Editorial
·17 Apr 2026
·4 min read
·clinical-trialsA pragmatic clinical trial at University of Wisconsin tests whether ambient AI can reduce nursing documentation time and administrative burden. The stepped-wedge design will evaluate real-world effectiveness across 250 nursing staff through 2026.
Originally reported by ClinicalTrials.gov
References
- 1.Australian Institute of Health and Welfare. (2023). Nursing and midwifery workforce 2022 (AIHW-HWL-84). https://www.aihw.gov.au/reports/workforce/nursing-and-midwifery-workforce-2022
- 2.Barker, D., McElduff, P., D'Este, C., & Campbell, M. J. (2016). Stepped wedge cluster randomised trials: a review of the statistical methodology used and available. BMC Medical Research Methodology, 16, 69. https://doi.org/10.1186/s12874-016-0176-5
- 3.Hemming, K., Haines, T. P., Chilton, P. J., Girling, A. J., & Lilford, R. J. (2015). The stepped wedge cluster randomised trial: rationale, design, analysis, and reporting. BMJ, 350, h391. https://doi.org/10.1136/bmj.h391
- 4.Kutney-Lee, A., Germack, H., Hatfield, L., Kelly, S., Maguire, P., Dierkes, A., Del Guidice, M., & Aiken, L. H. (2016). Nurse engagement in shared governance and patient and nurse outcomes. Journal of Nursing Administration, 46(11), 605-612. https://doi.org/10.1097/NNA.0000000000000412
- 5.National Academy of Medicine. (2019). Taking Action Against Clinician Burnout: A Systems Approach to Professional Well-Being. National Academies Press. https://doi.org/10.17226/25521
- 6.Poissant, L., Pereira, J., Tamblyn, R., & Kawasumi, Y. (2005). The impact of electronic health records on time efficiency of physicians and nurses: a systematic review. Journal of the American Medical Informatics Association, 12(5), 505-516. https://doi.org/10.1197/jamia.M1700
- 7.Sinsky, C., Colligan, L., Li, L., Prgomet, M., Reynolds, S., Goeders, L., Westbrook, J., Tutty, M., & Blike, G. (2016). Allocation of physician time in ambulatory practice: a time and motion study in 4 specialties. Annals of Internal Medicine, 165(11), 753-760. https://doi.org/10.7326/M16-0961
- 8.University of Wisconsin, Madison. (2024). An EHR-Embedded Pragmatic Stepped-Wedge Clinical Trial of Ambient Artificial Intelligence to Reduce Nursing Staff Documentation Time. ClinicalTrials.gov. NCT07456241. https://clinicaltrials.gov/study/NCT07456241
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247 Health News Editorial
247 Health News is a medical intelligence platform delivering evidence-based research appraisals, clinical trial monitoring, and health technology news for healthcare professionals.
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