Health-related quality of life among healthcare workers: a comparative analysis using regression, conditional tree and forests

In our study, multiple linear regression and conditional forest performed equally well. Therefore, the associations between predictor variables and HRQoL were likely simple. In addition, demographic, clinical, and socioeconomic factors influence the HRQoL of HCWs. Recognizing and addressing these factors through targeted interventions and supportive policies can help improve the overall well-being and resilience of the HCWs.

Authors

Institutions

Publication Details

Journal
BMC Public Health
Published
2025-12-24
DOI
https://doi.org/10.1186/s12889-025-25562-3
Primary Topic
Workplace Health and Well-being
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Health-related quality of life among healthcare workers: a comparative analysis using regression, conditional tree and forests

Mozhgan Seif, Seyed Jalil Masoumi, Fatemeh Rezaei chegini, Mohebat Vali et al.
BMC Public Health
Workplace Health and Well-being
article

Health-related quality of life among healthcare workers: a comparative analysis using regression, conditional tree and forests

Mozhgan Seif, Seyed Jalil Masoumi, Fatemeh Rezaei chegini, Mohebat Vali, Haleh Ghaem
article en

Abstract

In our study, multiple linear regression and conditional forest performed equally well. Therefore, the associations between predictor variables and HRQoL were likely simple. In addition, demographic, clinical, and socioeconomic factors influence the HRQoL of HCWs. Recognizing and addressing these factors through targeted interventions and supportive policies can help improve the overall well-being and resilience of the HCWs.

BMC Public HealthVol. 25(1)
Shiraz University (IR), Shiraz University of Medical Sciences (IR)
Shiraz University of Medical Sciences, Shiraz University
Openalex Percentile: Top 23%
Workplace Health and Well-being
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.