# Heterogeneity in family resilience among Chinese stroke patient-caregiver dyads: a latent profile analysis study

## TL;DR

This study identifies four distinct family resilience profiles among Chinese stroke patient-caregiver pairs and finds that caregiver competence and social support are key factors.

## Contribution

The study introduces a novel classification of family resilience profiles specific to Chinese stroke families using latent profile analysis.

## Key findings

- Four distinct family resilience profiles were identified based on questionnaire data from 773 dyads.
- Lower caregiver competence and higher perceived social support were strongly associated with specific resilience profiles.
- Interventions should target distinct resilience profiles rather than using a one-size-fits-all approach.

## Abstract

While family resilience is a recognized determinant of adaptation following stroke, the distinct, empirically derived profiles of family resilience among Chinese stroke survivor-caregiver dyads have not been clearly delineated. Identifying these profiles and their determinants is crucial for developing targeted interventions.

To identify latent profiles of family resilience and examine the socio-demographic and clinical factors associated with profile membership among stroke patient-caregiver dyads in China.

In this cross-sectional study, a convenience sample of 773 stroke survivor-caregiver dyads was recruited from three hospitals in Zhejiang Province, China. Latent profile analysis (LPA) was conducted on the 20-item Family Resilience Questionnaire (FRQ). Multinomial logistic regression was used to determine factors associated with profile membership.

LPA supported a four-profile solution: Profile 1 “Low-Functioning Families” (22%), Profile 2 “Moderately Resilient - Low Cohesive Families” (24%), Profile 3 “Highly Resilient - Well-Functioning Families” (31%), and Profile 4 “High-Functioning - Optimistically Resilient Families” (24%). Multinomial logistic regression revealed that lower caregiver competence (higher FCTI scores) was strongly associated with profile membership (standardized aORs ranged from 2.58 to 43.19), whereas higher perceived social support (PSSS) was a significant protective factor (standardized aORs ranged from 0.03 to 0.19). Caregiver relationship and payment source were also significantly associated with profile membership.

Family resilience among Chinese stroke families manifests in four distinct profiles, which are differentiated predominantly by caregiver competence and perceived social support. Our findings advocate for a precision family support paradigm, shifting from one-size-fits-all approaches to interventions tailored to distinct resilience profiles. Given the strong association, intervention programs should prioritize enhancing core caregiver competencies as a primary leverage point for building family resilience.