Evidence map›Paper›PMID 41002761›Full record

ArticleEuropean journal of investigation in health, psychology and education2025

Self-Regulation Mediates the Relationship Between Stress and Quality of Life in Shift-Working Healthcare Professionals: Behavioral Clustering Insights.

Mohammed F Salahuddin, Jessica Walker, Ernesto Hernandez Zambrana, Vibhuti Gupta, Kwanghee Jung, Seithikurippu R Pandi-Perumal, Md Dilshad Manzar

Abstract read
In one paragraph

Article in European journal of investigation in health, psychology and education, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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

3 citing papers in PubMed.

  1. Article
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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

7 authors.

Mohammed F SalahuddinDepartment of Pharmaceutical Sciences, School of Pharmacy & Health Professions, Notre Dame of Maryland University, Baltimore, MD 21210, USA.ORCID 0000-0001-7306-5989
Jessica WalkerDepartment of Pharmaceutical Sciences, School of Pharmacy & Health Professions, Notre Dame of Maryland University, Baltimore, MD 21210, USA.
Ernesto Hernandez ZambranaDepartment of Pharmaceutical Sciences, School of Pharmacy & Health Professions, Notre Dame of Maryland University, Baltimore, MD 21210, USA.
Vibhuti GuptaDepartment of Computer Science and Data Science, School of Applied Computational Sciences, Meharry Medical College, Nashville, TN 37208, USA.ORCID 0000-0002-6221-4712
Kwanghee JungDepartment of Educational Psychology, Leadership, and Counseling, College of Education, Texas Tech University, Lubbock, TX 79409, USA.ORCID 0000-0002-7459-7407
Seithikurippu R Pandi-PerumalCentre for Research and Development, Chandigarh University, Mohali 140413, Punjab, India.ORCID 0000-0002-8686-7259
Md Dilshad ManzarDepartment of Nursing, College of Applied Medical Sciences, Majmaah University, Majmaah 11952, Saudi Arabia.ORCID 0000-0002-5571-3310

Funding

Committee for Faculty Research and Development of Notre Dame of Maryland University Not applicableNSF IIS2334391
6 · The paper itself

Abstract

The psychological mechanisms through which occupational stress impacts quality of life remain underexplored in shift-working healthcare professionals, a population exposed to unique stressors such as circadian disruption, high cognitive demands, and irregular work schedules. This study examined whether executive self-regulation mediates the relationship between perceived stress and quality of life in a sample of 82 shift-working healthcare professionals. Participants completed validated self-report measures, including the Perceived Stress Scale (PSS-4), Executive Skills Questionnaire-Revised (ESQ-R), and Quality of Life Scale (QOLS). Mediation analysis using 5126 bias-corrected bootstrapped samples revealed that perceived stress significantly predicted self-regulation difficulties, which in turn were associated with diminished quality of life. Self-regulation demonstrated an indirect-only mediation effect in both directions, though the forward path (stress → self-regulation → QOL) showed a stronger effect (indirect effect = -0.79; 95% CI: -1.63, -0.17), compared to the reverse path (QOL → self-regulation → stress; indirect effect = -0.04; 95% CI: -0.08, -0.01). Unsupervised K-means clustering identified three distinct behavioral clusters: resilient, low-strain, and high-strain, providing further support for personalized targeted interventions. These findings highlight self-regulation as a central mechanism through which stress affects quality of life and underscore the need for interventions that strengthen executive functioning in shift-based healthcare settings.

Indexed as

behavioral clusteringburnouthealthcare professionalsmediation analysisperceived stressquality of lifeself-regulationshift work

Identifiers

PMID41002761
PMCPMC12468397

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.