MétaCan
Menu
Back to cohort
Record W4292648387 · doi:10.2196/41469

Identifying Parental Needs When Caring for a Child or Adolescent With Cancer: Participatory Design Study

2022· article· en· W4292648387 on OpenAlexvenueno aff
Camilla Littau Nielsen, Jane Clemensen, Kristina Garne Holm, Claus Sixtus Jensen, Michael Thude Callesen

Bibliographic record

VenueIproceedings · 2022
Typearticle
Languageen
FieldMedicine
TopicChildhood Cancer Survivors' Quality of Life
Canadian institutionsnot available
Fundersnot available
KeywordsLonelinessFeelingCoping (psychology)FacilitatorSpouseGriefPsychologyDistressFocus groupSocial supportNursing researchMental healthAnxietyClinical psychologyMedicineNursingPsychiatryPsychotherapistSocial psychology

Abstract

fetched live from OpenAlex

Background Survival possibilities among children and adolescents (referred to as “children”) with cancer have increased, resulting in more children and parents living with sequelae and psychological distress, respectively. Childhood cancer treatment is intensive and long term and affects the everyday life and functioning of the whole family, including daily and social life restrictions and hospitalizations, which force the parents to split up between the hospital and home to care for both the ill child and siblings and manage their jobs and homelife routines. Adequate parental coping strategies are essential for family adjustment and the child’s coping ability. Parenting a child with cancer, however, is challenging and stressful. Objective This study aimed to identify parental needs when caring for a child with cancer. Methods Using a participatory design approach, we generated data through field studies and semistructured interviews with parents of children receiving treatment at Odense or Aarhus University Hospital and focus group interviews with parents of children who have completed treatment within the past 2 years. Results The parents felt trapped in an endless, emotional roller-coaster ride of fear, hope, grief, and mental and emotional exhaustion and had very limited resources for self-care. The presence of support from peers, health care providers, and relatives was a facilitator of successfully coping with the illness. In contrast, full-time isolation in the hospital, due to COVID-19 restrictions, was a barrier and linked with feelings of loneliness. Loneliness was also experienced as navigating difficult emotions when responding differently from the spouse or not feeling understood by relatives. Conclusions Parents of children with cancer face many stressors that may become a psychological burden. New innovative approaches to provide psychosocial support, taking into account that the families are periodically isolated, are needed. For this goal, technological solutions may be useful and should be the focal point of this study’s experimental design phase.

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)0.001
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 score0.527
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.145
GPT teacher head0.365
Teacher spread0.220 · 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

Citations0
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueIproceedingsSame topicChildhood Cancer Survivors' Quality of LifeFrench-language works237,207