Heterogeneity of benefit finding in maintenance hemodialysis patients

A decision tree-based subgroup analysis of self-efficacy and social support

Bibliographic Data

ID15518748
AuthorsYan Fan (0000-0002-4864-859X, Naval University of Engineering), Tingting Tong (Naval University of Engineering), Yiru Wang (0000-0002-4708-0613, Naval University of Engineering), Yan-lin Gong (Chongqing City Mental Health Center), Jing Wu (0000-0002-6559-4335, Naval University of Engineering, corresponding author), Jing Chu (0000-0002-0626-191X, Naval University of Engineering, corresponding author)
Year2025
Volume16
Pages1665458-1665458
Publication date2025-09-18
Open AccessYes
TypeARTICLE
VenueFrontiers in Psychiatry (JOURNAL)
Journal identifiersISSN: 1664-0640 • E-ISSN: 1664-0640
PublisherFrontiers Media (PUBLISHER • CH)
DOI10.3389/fpsyt.2025.1665458
PMID41048905
OpenAlexW4414306211
LanguageEN
Citations received1
References cited11

BF levels in MHD patients demonstrated significant variations influenced by the combined effects of self-efficacy and social support. The decision tree model successfully identified patient subgroups with distinct psychological resource configurations. These findings provide a theoretical foundation for implementing stratified and personalized psychological interventions in clinical practice. Clinicians can identify and prioritize vulnerable patients who simultaneously lack self-efficacy and social support, offering them targeted positive psychological interventions that may potentially improve treatment adherence and long-term prognosis

Decision support system · Hemodialysis · MEDLINE · Psychological intervention · Social support · Subgroup analysis · Family Caregiving in Mental Illness · Family Support in Illness · Maternal Mental Health During Pregnancy and Postpartum

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Open DOIOpen Access