Evidence map›Paper›PMID 42121168›Full record

Observational studyIsrael journal of health policy research2026

Decision fatigue among military primary care physicians: a retrospective study.

Shir Gutman, Dana Eskenazi Anoshi, Hadasa Sharshevsky, Barak Gordon

Abstract readObservational Study
In one paragraph

Observational study in Israel journal of health policy research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Shir GutmanFaculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel. shir.gutman@mail.huji.ac.il.
Dana Eskenazi AnoshiDepartment of Dermatology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.
Hadasa SharshevskyDepartment of Biostatistics, Medical Corps, Israel Defense Forces, Ramat Gan, Israel.
Barak GordonFaculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDecision fatigue, based on Baumeister's "Strength Model of Self-Control", suggests that the quality of decision-making declines with the accumulation of decisions over time. This phenomenon, previously observed in various professional fields, may impact military physicians who make critical and organizational decisions. We aimed to assess how decision-making changes throughout the workday among military physicians in a clinic setting.

methodsA retrospective observational analysis was conducted using a database of 2 million medical encounters from the military medical record system between 2015 and 2019. Decision outcomes were tracked for exemptions from specific duties granted, sick leave issued, days of sick leave, emergency department referrals, antibiotic prescriptions for upper respiratory tract infections and spinal X-ray referrals for low back pain - in accordance with appointment time and physician employment type.

resultsFindings showed a decrease in specific-duty exemptions granted by physicians until lunchtime, a peak post-lunch and a subsequent decline in the afternoon (p < 0.001). Referrals to the emergency department increased through the morning, dipped post-lunch and rose again by day's end (p < 0.001). Sick leave issuance and the number of days granted both declined as the day progressed, with the steepest decline in the afternoon (p < 0.001). Rates of antibiotic prescription for URTIs and spinal X-ray referrals for LBP did not vary significantly throughout the day. Civilian physicians tended to issue more sick leave, exemptions and referrals than regular duty physicians, though both groups demonstrated similar trends throughout the day.

conclusionsThis study highlights the influence of decision fatigue on clinical decision-making among military physicians, showing a time-based decline in granting sick leave and specific-duty exemptions, with an increase in emergency referrals towards the end of the workday. These might have system-wide implications such as overutilization of healthcare, and increased health expenditure. Recognizing and addressing decision fatigue is important to mitigate its effects.

Indexed as

Decision MakingFatigueMilitary PersonnelPhysicians, Primary CareFemaleHumansMaleRetrospective StudiesSick LeaveClinical decision-makingDecision fatigueMilitary physiciansWorkday trends

Identifiers

PMID42121168
PMCPMC13169848

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.