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DOI: 10.1055/a-2581-6172
Improving Nurse Documentation Time via an Electronic Health Record Documentation Efficiency Tool
Funding None.

Abstract
Background
Nursing documentation burden is a growing point of concern in the United States health care system. Documentation in the electronic health record (EHR) is a contributor to perceptions of burden. Efficiency tools like flowsheet macros are one development intended to ease the burden of documentation.
Objective
This study aimed to evaluate whether flowsheet macros, a documentation efficiency tool in the EHR that consolidates documentation into a single click, reduces the time spent on documentation activities and the EHR overall.
Methods
Nurses in the health system were encouraged to create and utilize flowsheet macros for their documentation. Flowsheet documentation and time in system data for nurses' first and last shifts in the evaluation period were extracted from the EHR. Linear regression with control variables was utilized to understand if the utilization of flowsheet macros for documentation reduced the time spent in flowsheets or the EHR.
Results
The results of linear regression showed a significant, negative relationship between flowsheet macros use and time in flowsheets (adjusted odds ratio [AOR] = −0.291, 95% confidence interval [CI] = −0.342 to −0.240, p < 0.001). Flowsheet macros use and time in system also had a significant, negative relationship (AOR = −0.269, CI = −0.390 to −0.147, p ≤ 0.001). Subgroups for department specialties showed time savings in flowsheet activities for medical surgical, critical care, and obstetrics units, however, a significant relationship was not found in emergency and rehabilitation units.
Conclusion
Utilization of flowsheet macros was associated with a decrease in the amount of time a nurse spends in both flowsheets and the EHR. Adoption and timesavings varied by the department setting, suggesting flowsheet macros may not be applicable to all patient types or conditions. Future research should investigate if the time savings from this tool yield benefits in perceptions of nurse documentation burden.
Protection of Human and Animal Subjects
Because the quality improvement project dataset was limited and project subjects could not be identified, it was not considered human subjects research and did not necessitate review by the AHS IRB.
Publication History
Received: 04 December 2024
Accepted: 10 April 2025
Accepted Manuscript online:
11 April 2025
Article published online:
22 August 2025
© 2025. Thieme. All rights reserved.
Georg Thieme Verlag KG
Oswald-Hesse-Straße 50, 70469 Stuttgart, Germany
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References
- 1 Jun J, Ojemeni MM, Kalamani R, Tong J, Crecelius ML. Relationship between nurse burnout, patient and organizational outcomes: Systematic review. Int J Nurs Stud 2021; 119: 103933
- 2 Kelly LA, Gee PM, Butler RJ. Impact of nurse burnout on organizational and position turnover. Nurs Outlook 2021; 69 (01) 96-102
- 3 Shah MK, Gandrakota N, Cimiotti JP, Ghose N, Moore M, Ali MK. Prevalence of and factors associated with nurse burnout in the US. JAMA Netw Open 2021; 4 (02) e2036469
- 4 National Center for Health Workforce Analysis. Nurse Workforce Projections, 2020–2035. Published November 2022. Accessed April 16, 2025 at: https://bhw.hrsa.gov/sites/default/files/bureau-health-workforce/Nursing-Workforce-Projections-Factsheet.pdf
- 5 Health IT.gov. National Trends in Hospital and Physician Adoption of Electronic Health Records. Published 2021. Accessed April 16, 2025 at: www.healthit.gov; https://www.healthit.gov/data/quickstats/national-trends-hospital-and-physician-adoption-electronic-health-records
- 6 Health IT.gov. Improved Diagnostics & Patient Outcomes. Published 2019. Accessed April 16, 2025 at: https://www.healthit.gov/topic/health-it-and-health-information-exchange-basics/improved-diagnostics-patient-outcomes
- 7 Ehrenfeld JM, Wanderer JP. Technology as friend or foe? Do electronic health records increase burnout?. Curr Opin Anaesthesiol 2018; 31 (03) 357-360
- 8 Melnick ER, West CP, Nath B. et al. The association between perceived electronic health record usability and professional burnout among US nurses. J Am Med Inform Assoc 2021; 28 (08) 1632-1641
- 9 Sengstack P, Adrian B, David RB. et al. The Six Domains of Burden: A Conceptual Framework to Address the Burden of Documentation in the Electronic Health Record. Position Paper of the American Nursing Informatics Association Board of Directors; 2020. Accessed April 16, 2025 at: https://dan-keller.com/nursing/ehrBurdenPosition.pdf
- 10 Levy DR, Withall JB, Mishuris RG. et al. Defining documentation burden (DocBurden) and Excessive DocBurden for all health professionals: A scoping review. Appl Clin Inform 2024; 15 (05) 898-913
- 11 Hendrich A, Chow MP, Skierczynski BA, Lu Z. A 36-hospital time and motion study: how do medical-surgical nurses spend their time?. Perm J 2008; 12 (03) 25-34
- 12 Collins S, Couture B, Kang MJ. et al. Quantifying and visualizing nursing flowsheet documentation burden in acute and critical care. AMIA Annu Symp Proc 2018; 2018: 348-357
- 13 Will J, Jacques D, Dauterman D, Groom L, Doty G, O'Brien K. Frequency and characteristics of flowsheet documentation. Comput Inform Nurs 2025; 43 (02) e01232
- 14 Sloss EA, Abdul S, Aboagyewah MA. et al. Toward alleviating clinician documentation burden: A scoping review of burden reduction efforts. Appl Clin Inform 2024; 15 (03) 446-455
- 15 Nguyen OT, Shah S, Gartland AJ. et al. Factors associated with nurse well-being in relation to electronic health record use: A systematic review. J Am Med Inform Assoc 2021; 28 (06) 1288-1297
- 16 Iscoe MS, Venkatesh AK, Holland ML, Krumholz HM, Sheares KD, Melnick ER. Benchmarking emergency physician EHR time per encounter based on patient and clinical factors. JAMA Netw Open 2024; 7 (08) e2427389
- 17 Lindsay MR, Lytle K. Implementing best practices to redesign workflow and optimize nursing documentation in the electronic health record. Appl Clin Inform 2022; 13 (03) 711-719
- 18 Debergh DP, Myny D, Van Herzeele I, Van Maele G, Reis Miranda D, Colardyn F. Measuring the nursing workload per shift in the ICU. Intensive Care Med 2012; 38 (09) 1438-1444
- 19 Lloyd S, Long K, Probst Y. et al. Medical and nursing clinician perspectives on the usability of the hospital electronic medical record: A qualitative analysis. HIM J 2024; 53 (03) 189-197
- 20 Tanny SPT, Hsu RP, Teague WJ, Truong D, Cheng DR. Workflow improvement of electronic health record usage in a tertiary pediatric burns clinic. Appl Clin Inform 2023; 14 (02) 205-211
- 21 Hobensack M, Levy DR, Cato K. et al. 25 × 5 Symposium to reduce documentation burden: Report-out and call for action. Appl Clin Inform 2022; 13 (02) 439-446
- 22 Levy DR, Sloss EA, Chartash D. et al. Reflections on the Documentation Burden Reduction AMIA Plenary Session through the Lens of 25 × 5. Appl Clin Inform 2023; 14 (01) 11-15
- 23 Gesner E, Dykes PC, Zhang L, Gazarian P. Documentation burden in nursing and its role in clinician burnout syndrome. Appl Clin Inform 2022; 13 (05) 983-990
- 24 Moriyama M, Hugentobler WJ, Iwasaki A. Seasonality of respiratory viral infections. Annu Rev Virol 2020; 7 (01) 83-101