ArticleFrontiers in psychiatry2026
Illness perception, family resilience, and emotional distress among hospitalized older adults with multimorbidity in Xinjiang, China: a latent profile and mediation analysis.
Article in Frontiers in psychiatry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
13 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Older adults with multimorbidity frequently encounter significant psychological challenges, with negative illness perception being a prevalent issue. Such perceptions can intensify emotional distress. Family resilience-the ability of a family system to adapt positively to adversity-plays a crucial role in alleviating negative emotions, including anxiety and depression. This study aimed to investigate the heterogeneity of illness perception among older patients with multimorbidity and to assess the mediating effect of family resilience on the relationship between illness perception and emotional distress. Materials and Methods: Between October 2025 and January 2026, 420 multimorbid older patients were recruited in three tertiary hospitals of Xinjiang Province. The evaluation was done based on the Brief Illness Perception Questionnaire, the Chinese version of the Family Resilience Assessment Scale, and the Hospital Anxiety and Depression Scale. The two methods of analysis were the latent profile analysis used to determine the unique patterns of illness perception and the bootstrap-based mediation analysis to determine whether family resilience mediates. Results: Three distinct illness perception profiles were identified: low (32.6%), moderate (47.6%), and high (19.8%) illness perceptions. Using the low illness perception group as the reference, family resilience showed a significant partial mediating effect between moderate illness perception and anxiety (indirect effect = 0.510, 95% Discussion: The results demonstrated heterogeneity in the perception of illness among older multimorbid patients, as a substantial percentage of the sample had moderate-to-high levels. Family resilience played a major partial mediating role between illness perception and emotional distress. The findings suggest the significance of shifting the clinical emphasis to the family system and integrating family resilience improvement as one of the psychological support measures for chronic patients.
Indexed as
Identifiers
What Socratic holds
Registered trials
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.