ArticleBMC cancer2023
Family resilience and its influencing factors among advanced cancer patients and their family caregivers: a multilevel modeling analysis.
Article in BMC cancer, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers, 2 of them syntheses that pooled 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.
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
48 citing papers in PubMed, 2 syntheses or guidelines pooled it, 64 citations in OpenAlex.
- The perceived and/or received peer support needs of unpaid cancer caregivers residing in rural and remote areas: A systematic review.Palliative & supportive care · 2025Pooled it
- Family Resilience in Adult Oncology: A Systematic Review and Meta-Analysis.Oncology nursing forum · 2025Pooled it
- Psychological resilience and anticipatory grief in the parents of children with cancer: The mediating role of pain catastrophizing and the moderating role of family resilience.Asia-Pacific journal of oncology nursing · 2026Article
- Latent profiles and influencing factors of sense of coherence in patients with advanced cancer: A cross-sectional study.Asia-Pacific journal of oncology nursing · 2026Article
- Dyadic relationship experience in Chinese patients with advanced cancer and their spouses: A longitudinal qualitative study.Asia-Pacific journal of oncology nursing · 2026Article
- Article
- Family resilience clusters and quality of life in adolescents and young adults with cancer and their caregivers: a dyadic cluster analysis.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Article
- Family Environment Factors Associated with Symptom Distress Among Korean Adolescents and Young Adults with Cancer: A Cross-Sectional Study.Current oncology (Toronto, Ont.) · 2026Article
- Classifying family resilience trajectory of patients undergoing lung cancer surgery: a longitudinal study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Article
- Mediating effect of coping style between family resilience and demoralization in patients with decompensated cirrhosis.Scientific reports · 2026Article
- Self-Advocacy in cancer Survivors and Influencing Factors: a Systematic Review.International journal of behavioral medicine · 2026Review
- Impact of burden of care upon psychological wellbeing and quality of life among family caregivers for cancer patients.Journal of education and health promotion · 2026Article
- Barriers and facilitators of patient activation among older adults with cancer in China: a descriptive qualitative study based on ecological systems theory.Frontiers in public health · 2026Article
- Mediating Role of Family Resilience and Avoidance Between Financial Toxicity and Quality of Life in Cancer Patients: A Cross-Sectional Study.Patient preference and adherence · 2026Article
- Article
- Systematic adolescent-centered supportive care program is associated with improved psychological status, treatment adherence, and social adaptation in adolescents with thyroid cancer undergoing radioiodine-131 therapy: a retrospective before-after cohort study with historical controls.Frontiers in endocrinology · 2026Article
- Latent transition analysis of resilience in breast cancer patients and its association with sense of meaning in life: a longitudinal follow - up study.Frontiers in oncology · 2026Article
- Exploring the anxiety, depression and perceived burden in advanced cancer: A longitudinal view on patients and caregivers.Palliative & supportive care · 2025Article
- Death preparedness interventions for patients with advanced cancer: A systematic review.Asia-Pacific journal of oncology nursing · 2025Review
- Mediating roles of family functioning and self-efficacy in the relationship between depression and family resilience among kidney dialysis patients.BMC psychology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCancer is highly prevalent worldwide. Family resilience is a positive variable that helps families burdened by advanced cancer to cope effectively. This study aimed to describe the family resilience of advanced cancer patients and caregivers in dyads and identify its influencing factors at the individual and dyadic levels.
methodsThis multisite cross-sectional study was conducted in oncology units in five tertiary hospitals in China. A total of 270 advanced cancer patient-caregiver dyads were recruited between June 2020 and March 2021. Patients' and caregivers' family resilience was measured by the Family Resilience Assessment Scale. Data on potential influencing factors, including demographic and disease-related characteristics as well as family sense of coherence, psychological resilience, perceived social support, symptom burden, and caregiver burden, were collected. Multilevel modeling analysis was adopted to control for the interdependence of the dyads.
resultsA total of 241 dyads were included in the data analysis. The mean ages of patients and caregivers were 53.96 (SD 15.37) and 45.18 (SD 13.79) years, respectively. Most caregivers were spouses and adult children (45.6% and 39.0%, respectively). Patients reported a higher mean family resilience score than caregivers (152.56 vs. 149.87, respectively). Undergoing fewer than two types of treatment and a lower symptom burden of patients predicted higher patient (B = -9.702, -0.134, respectively) and caregiver (B = -5.462, -0.096, respectively) family resilience. Patients also reported higher family resilience under the following conditions: 1) were on a medical insurance plan other than the new rural cooperative medical system (B = 6.089), 2) had a better family sense of coherence (B = 0.415), 3) whose caregivers were unmarried (B = 8.618), perceived lower social support (B = -0.145) and higher psychological resilience (B = 0.313). Caregivers who were ≤ 44 years old (B = -3.221), had similar previous caregiving experience (B = 7.706), and had a stronger family sense of coherence (B = 0.391) reported higher family resilience.
conclusionsOur findings highlight the importance of adopting a dyadic approach when caring for advanced cancer patients and their caregivers. Dyadic longitudinal research is suggested to discover more modifiable factors of family resilience and tailored interventions are needed to obtain optimal dyadic outcomes.
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.