Health Technology/clinical-trials

Mixed Methods Study Examines AI Implementation Barriers in Nursing Documentation — Insights for Healthcare Leaders

247 Health News Editorial

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16 Apr 2026

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4 min read

·clinical-trials

New mixed methods study examines barriers and facilitators to AI implementation in nursing documentation using the Consolidated Framework for Implementation Research. Research aims to identify strategies for successful technology adoption in healthcare settings.

Originally reported by ClinicalTrials.gov

References

  1. 1.National Yang Ming Chiao Tung University Hospital. (2024). Barriers and Facilitators to Nursing Record With AI Technology Application: A Mixed Methods Study Using the Consolidated Framework for Implementation Research. ClinicalTrials.gov. NCT07532343. https://clinicaltrials.gov/study/NCT07532343
  2. 2.Damschroder, L. J., Aron, D. C., Keith, R. E., Kirsh, S. R., Alexander, J. A., & Lowery, J. C. (2009). Fostering implementation of health services research findings into practice: a consolidated framework for advancing implementation science. Implementation Science, 4, 50. https://doi.org/10.1186/1748-5908-4-50
  3. 3.Keith, R. E., Crosson, J. C., O'Malley, A. S., Cromp, D., & Taylor, E. F. (2017). Using the Consolidated Framework for Implementation Research (CFIR) to produce actionable findings: a rapid-cycle evaluation approach to improving implementation. Implementation Science, 12, 15. https://doi.org/10.1186/s13012-017-0550-7
  4. 4.Proctor, E., Silmere, H., Raghavan, R., Hovmand, P., Aarons, G., Bunger, A., Griffey, R., & Hensley, M. (2011). Outcomes for implementation research: conceptual distinctions, measurement challenges, and research agenda. Administration and Policy in Mental Health, 38(2), 65-76. https://doi.org/10.1007/s10488-010-0319-7
  5. 5.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
  6. 6.Maslach, C., & Leiter, M. P. (2016). Understanding the burnout experience: recent research and its implications for psychiatry. World Psychiatry, 15(2), 103-111. https://doi.org/10.1002/wps.20311
  7. 7.Greenhalgh, T., Robert, G., Macfarlane, F., Bate, P., & Kyriakidou, O. (2004). Diffusion of innovations in service organizations: systematic review and recommendations. The Milbank Quarterly, 82(4), 581-629. https://doi.org/10.1111/j.0887-378X.2004.00325.x
  8. 8.Ross, J., Stevenson, F., Lau, R., & Murray, E. (2016). Factors that influence the implementation of e-health: a systematic review of systematic reviews. Implementation Science, 11, 146. https://doi.org/10.1186/s13012-016-0510-7
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247 Health News Editorial

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