Evidence map›Paper›PMID 42335148›Full record

ArticlePloS one2026

Physical and emotional health among nurses in protracted crisis settings in Lebanon and Jordan: A cross-sectional study.

Nuhad Dumit, Gladys Honein-AbouHaidar, Muntaha K Gharaibeh, Ibtisam M Al-Zaru, Reem Hoteit, Imad Bou-Hamad, Patricia Davidson, Nancy Reynolds

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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

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

8 authors.

Nuhad DumitHariri School of Nursing, American University of Beirut, Beirut, Lebanon.
Gladys Honein-AbouHaidarHariri School of Nursing, American University of Beirut, Beirut, Lebanon.ORCID https://orcid.org/0000-0001-6208-7859
Muntaha K GharaibehFaculty of Nursing, Jordan University of Science and Technology, Irbid, Jordan.
Ibtisam M Al-ZaruFaculty of Nursing, Jordan University of Science and Technology, Irbid, Jordan.
Reem HoteitHariri School of Nursing, American University of Beirut, Beirut, Lebanon.ORCID https://orcid.org/0000-0001-8139-9321
Imad Bou-HamadDepartment of Business Information and Decision Systems, Suliman S. Olayan School of Business, American University of Beirut, Beirut, Lebanon.
Patricia DavidsonInternational Centre for Future Health Systems, University of New South Wales, Sydney, New South Wales, Australia.ORCID https://orcid.org/0000-0003-2050-1534
Nancy ReynoldsSchool of Nursing, Johns Hopkins University, Baltimore, Maryland, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesNurses working in crisis-affected and refugee-hosting settings face demanding conditions that may compromise their physical and emotional health. Evidence on the prevalence and determinants of these outcomes in such contexts remains limited. This study assessed nurses' physical and emotional health in Lebanon and Jordan and identified key associated factors using regression and random forest models.

methodsA cross-sectional survey was conducted among hospital nurses providing care to Syrian refugees in Lebanon (n = 976; response rate 52%) and Jordan (n = 2,012; response rate 80.5%). Back pain, general weakness and emotional exhaustion outcomes were assessed alongside sociodemographic, work-related, and psychosocial work variables. Logistic, linear regression and random forest models were performed on merged and country-specific datasets.

resultsNearly six in ten nurses in Lebanon and more than seven in ten in Jordan reported strong general weakness, and over 60% in both countries experienced strong back pain. Emotional exhaustion was prevalent and higher among Jordanian nurses (4.13, SD = 1.39) compared to Lebanese nurses (3.49, SD = 1.70). Age, gender, working hours, and work unit were significant demographic and occupational predictors, while job conflict, self-perceived workload, lack of job preparation, and workload stress emerged as important work environment factors. Nursing resources and teamwork were consistently protective. Random forest models confirmed the relative importance of workload-related factors and highlighted the close association between physical health and emotional exhaustion.

conclusionHospital nurses caring for refugees in Lebanon and Jordan experience high levels of physical and emotional health strains associated with workload, work unit, psychosocial strain, and organizational resources. Findings highlight the need for system-level workforce policies, including workload regulation, staffing optimization, and strengthened organizational support to promote nurse well-being and enhance health system resilience in refugee-hosting and resource-constrained settings.

Indexed as

NursesAdultCross-Sectional StudiesEmotional ExhaustionFemaleHumansJordanLebanonMaleMiddle AgedRefugeesWorking ConditionsWorkload

Identifiers

PMID42335148
PMCPMC13289918

What Socratic 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 Socratic graph.