Family-Reported Experiences Evaluation (FREE) study: a mixed-methods study to evaluate families’ satisfaction with adult critical care services in the NHS
Why this work is in the frame
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Bibliographic record
Abstract
Background To improve care it is necessary to feed back experiences of those receiving care. Of patients admitted to intensive care units (ICUs), approximately one-quarter die, and few survivors recollect their experiences, so family members have a vital role. The most widely validated tool to seek their views is the Family Satisfaction in the Intensive Care Unit questionnaire (FS-ICU). Objectives To test face and content validity and comprehensibility of the FS-ICU (phase 1). To establish internal consistency, construct validity and reliability of the FS-ICU; to describe family satisfaction and explore how it varies by family member, patient, unit/hospital and other contextual factors and by country; and to model approaches to sampling for future use in quality improvement (phase 2). Design Mixed methods: qualitative study (phase 1) and cohort study (phase 2). Setting NHS ICUs ( n = 2, phase 1; n = 20, phase 2). Participants Health-care professionals, ex-patients, family members of ICU patients ( n = 41, phase 1). Family members of ICU patients ( n = 12,303, phase 2). Interventions None. Main outcome measures Key themes regarding each item of the 24-item FS-ICU (FS-ICU-24) (phase 1). Overall family satisfaction and domain scores of the FS-ICU-24 (phase 2). Results In phase 1, face validity, content validity and comprehensibility were good. Adaptation to the UK required only minor edits. In phase 2, one to four family members were recruited for 60.6% of 10,530 patients (staying in ICU for 24 hours or more). Of 12,303 family members, 7173 (58.3%) completed the questionnaire. Psychometric assessment of the questionnaire established high internal consistency and criterion validity. Exploratory factor analysis indicated new domains: satisfaction with care , satisfaction with information and satisfaction with the decision-making process . All scores were high with skewed distributions towards more positive scores. For family members of ICU survivors, factors associated with increased/decreased satisfaction were age, ethnicity, relationship to patient, and visit frequency, and patient factors were acute severity of illness and invasive ventilation. For family members of ICU non-survivors, average satisfaction was higher but no family member factors were associated with increased/decreased satisfaction; patient factors were age, acute severity of illness and duration of stay. Neither ICU/hospital factors nor seasonality were associated. Funnel plots confirmed significant variation in family satisfaction across ICUs. Adjusting for family member and patient characteristics reduced variation, resulting in fewer ICUs identified as potential outliers. Simulations suggested that family satisfaction surveys using short recruitment windows can produce relatively unbiased estimates of average family satisfaction. Conclusions The Family-Reported Experiences Evaluation study has provided a UK-adapted, psychometrically valid questionnaire for overall family satisfaction and three domains. The large sample size allowed for robust multilevel multivariable modelling of factors associated with family satisfaction to inform important adjustment of any future evaluation. Limitations Responses to three free-text questions indicate the questionnaire may not be sensitive to all aspects of family satisfaction. Future work Reservations remain about the current questionnaire. While formal analysis of the free-text questions did not form part of this proposal, brief analysis suggested considerable scope for improvement of the FS-ICU-24. Study registration Current Controlled Trials ISRCTN47363549. Funding details The National Institute for Health Research Health Services and Delivery Research programme.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.018 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it