Evidence map›Paper›PMID 42877076›Full record

ArticleFrontiers in public health2026

Presenteeism, health-related productivity loss, burnout, quality of nursing care, and retention intention among nurses: a structural equation modeling study.

Mengyun Peng, Jiqin Ma, Wenyu Shi, Suyan Chen, Zixuan Zhang, Xiaoling Zhu

Abstract read
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Article in Frontiers in public health, 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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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

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Mengyun PengSchool of Nursing, Suzhou Medical College, Soochow University, Suzhou, China.
Jiqin MaDepartment of Nursing, First Affiliated Hospital of Dali University, Dali, China.
Wenyu ShiSchool of Nursing, Suzhou Medical College, Soochow University, Suzhou, China.
Suyan ChenSchool of Nursing, Suzhou Medical College, Soochow University, Suzhou, China.
Zixuan ZhangSchool of Nursing, Suzhou Medical College, Soochow University, Suzhou, China.
Xiaoling ZhuDepartment of Nursing, First Affiliated Hospital of Dali University, Dali, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The interrelationships between presenteeism, health-related productivity loss, burnout, quality of nursing care, and retention intention remain insufficiently understood in nursing populations. Objective: This study examined the associations between presenteeism, health-related productivity loss, burnout, quality of nursing care, and retention intention. Methods: A cross-sectional survey was conducted involving 511 nurses. Composite scores from the Work Productivity and Activity Impairment (WPAI) questionnaire, the Maslach Burnout Inventory - Human Services Survey (MBI-HSS), the Quality of Nursing Care Tool, and the Nurse Retention Intention Scale were analyzed using an observed-composite path structural equation modeling (SEM) approach. Indirect effects were estimated using 5,000 bootstrap resamples with percentile-based 95% confidence intervals. Results: Presenteeism was positively associated with burnout (β = 0.262, Conclusion: Higher presenteeism was statistically associated with lower retention intention and poorer nursing care quality, both directly and indirectly, through burnout. Health-related productivity loss showed indirect associations with both outcomes through burnout.

Indexed as

Burnout, ProfessionalEfficiencyNursing Staff, HospitalPersonnel TurnoverPresenteeismQuality of Health CareAdultCross-Sectional StudiesFemaleHumansLatent Class AnalysisMaleMiddle AgedSurveys and Questionnairesburnouthealth-related productivity losspresenteeismquality of nursing careretention intentionstructural equation modeling

Identifiers

PMID42877076
PMCPMC13663174

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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.