Evidence map›Paper›PMID 33871018›Full record

ArticleJournal of the American Medical Informatics Association : JAMIA2021

The association between perceived electronic health record usability and professional burnout among US nurses.

Edward R Melnick, Colin P West, Bidisha Nath, Pamela F Cipriano, Cheryl Peterson, Daniel V Satele, Tait Shanafelt, Liselotte N Dyrbye

Open access · greenAbstract read
In one paragraph

Article in Journal of the American Medical Informatics Association : JAMIA, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
46citing papers in PubMed, 3 pooled it
29.7field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

46 citing papers in PubMed, 3 syntheses or guidelines pooled it, 92 citations in OpenAlex.

  1. Pooled it
  2. Participation in the digital transformation of healthcare: a review of qualitative studies.International journal of health care quality assurance · 2024
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  10. Development and application of desiderata for automated clinical ordering.Journal of the American Medical Informatics Association : JAMIA · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 4 institutions in 1 country.

Edward R MelnickDepartment of Emergency Medicine, Yale School of Medicine, New Haven, Connecticut, USA.ORCID 0000-0002-6509-9537
Colin P WestDepartment of Medicine, Mayo Clinic, Rochester, Minnesota, USA.
Bidisha NathDepartment of Emergency Medicine, Yale School of Medicine, New Haven, Connecticut, USA.
Pamela F CiprianoOffice of the Dean, University of Virginia School of Nursing, Charlottesville, Virginia, USA.
Cheryl PetersonAmerican Nurses Association, Silver Spring, Maryland, USA.
Daniel V SateleDepartment of Medicine, Mayo Clinic, Rochester, Minnesota, USA.
Tait ShanafeltDepartment of Medicine, Stanford School of Medicine, Palo Alto, California, USA.
Liselotte N DyrbyeDepartment of Medicine, Mayo Clinic, Rochester, Minnesota, USA.
Mayo Clinic · USAmerican Nurses Association · USYale University · USStanford Medicine · US

Funding

EMBED: Pragmatic trial of user-centered clinical decision support to implement EMergency department-initiated BuprenorphinE for opioid use DisorderUH3DA047003 · NIDA · YALE UNIVERSITY · PI D'ONOFRIO, GAIL, MELNICK, EDWARD ROBERT · 2019 to 2022
$7.2M
NIDA NIH HHS UH3 DA047003
6 · The paper itself

Abstract

objectivesTo measure nurse-perceived electronic health records (EHR) usability with a standardized metric of technology usability and evaluate its association with professional burnout.

methodsA cross-sectional survey of a random sample of US nurses was conducted in November 2017. EHR usability was measured with the System Usability Scale (SUS; range 0-100) and burnout with the Maslach Burnout Inventory.

resultsAmong the 86 858 nurses who were invited, 8638 (9.9%) completed the survey. The mean nurse-rated EHR SUS score was 57.6 (SD 16.3). A score of 57.6 is in the bottom 24% of scores across previous studies and categorized with a grade of "F." On multivariable analysis adjusting for age, gender, race, ethnicity, relationship status, children, highest nursing-related degree, mean hours worked per week, years of nursing experience, advanced certification, and practice setting, nurse-rated EHR usability was associated with burnout with each 1 point more favorable SUS score and associated with a 2% lower odds of burnout (OR 0.98; 95% CI, 0.97-0.99; P < .001).

conclusionsNurses rated the usability of their current EHR in the low marginal range of acceptability using a standardized metric of technology usability. EHR usability and the odds of burnout were strongly associated with a dose-response relationship.

Indexed as

Burnout, ProfessionalNursesChildCross-Sectional StudiesElectronic Health RecordsHumansSurveys and Questionnairesburnoutelectronic health recordnursing careprofessionalusability

Identifiers

PMID33871018
PMCPMC8324227
OpenAlexW3153178631

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.