MétaCan
Menu
Back to cohort
Record W4413139776 · doi:10.1017/s1478951525100618

Delivering psychosocial support to family caregivers of cancer patients: Insights from Iranian psychosocial oncology professionals and family caregivers highlighting the need for change

2025· article· en· W4413139776 on OpenAlexaff
Baharan Ghavami, Fariba Zarani, Ladan Fata, Mohammad Reza Sharbafchi, Jacqueline L. Bender

Bibliographic record

VenuePalliative & Supportive Care · 2025
Typearticle
Languageen
FieldMedicine
TopicCancer survivorship and care
Canadian institutionsPrincess Margaret Cancer CentrePublic Health OntarioUniversity of TorontoUniversity Health Network
Fundersnot available
KeywordsPsychosocialFamily caregiversThematic analysisPsychological interventionNursingFocus groupMedicineContext (archaeology)Health carePalliative careQualitative researchPsychologyPsychiatryBusiness

Abstract

fetched live from OpenAlex

OBJECTIVES: Supporting a family member with cancer poses significant challenges for family caregivers, who have unmet supportive care needs. Psychosocial oncology professionals (PSOP) are often the primary source of support for cancer caregivers in Iran. Given the lack of supportive care resources, innovative strategies are needed to support caregivers. This study explores the views of PSOP and caregivers regarding the challenges, potential solutions, and the role of digital technologies in supporting caregivers. METHODS: Employing a qualitative descriptive design, we conducted individual interviews and focus groups with 30 participants (15 PSOPs and 15 caregivers), recruited from five settings in Tehran, Iran(2023-2024). All sessions were audio-recorded, transcribed verbatim, and analyzed using thematic analysis. RESULTS: PSOP identified challenges in delivering psychosocial care to caregivers , including inconsistency, uncertainty, and fragmented use of technology. Their recommendations included flexible psychosocial care via blended multi-modal digital technologies, professional development opportunities, and formal recognition and integration within the oncology setting. Caregivers experiencing frustration with the healthcare system expressed a need for family-centered care, flexible psychosocial care, and organized peer support networks. SIGNIFICANCE OF RESULTS: Current psychosocial care in Iran is insufficient and misaligned with the preferences of PSOP and caregivers. PSOP and caregivers advocate for flexible psychosocial care through blended digital strategies. Public health strategists in Iran, as a low-resource setting with a family-centered context, should optimize resource utilization by prioritizing the training of PSOP, developing blended digital interventions, and leveraging trained peers to provide navigation and support to families, thereby easing the PSOP workload.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.277
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.034
GPT teacher head0.358
Teacher spread0.325 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

Explore more

Same venuePalliative & Supportive CareSame topicCancer survivorship and careFrench-language works237,207