Measurement Properties of Patient Reported Outcome Scales: A Systematic Review
Bibliographic record
Abstract
CONTEXT: Recently a standard set for overall pediatric health outcomes in routine care was developed, which includes patient (or proxy) reported outcome measures (PROMs) for global health, cognitive functioning, and self-efficacy. OBJECTIVES: To determine whether the following PROMs have sufficient measurement properties to be used in pediatric routine care: PROMIS Pediatric and Parent Proxy Scale - Global Health 7+2, PROMIS Parent Proxy Short Form - Cognitive Function 7a, and NIH Toolbox Self-Efficacy CAT Ages 13 to 17. DATA SOURCES: Embase, Psych INFO, and Web of Science were searched from year of inception of each PROM to May 25, 2020; Medline to October 24, 2022. STUDY SELECTION: English, full-text peer-reviewed articles that evaluated measurement properties of included PROMs were eligible. DATA EXTRACTION: The COSMIN guideline for systematic reviews was used to appraise eligible studies and synthesize the overall evidence. RESULTS: Screening >4000 titles yielded 4 to 6 eligible empirical studies for each PROM. The PROMIS instruments had sufficient content validity with low-quality evidence and at least low-quality evidence for sufficient structural validity and internal consistency. The NIH Toolbox lacked essential evidence for content validity. LIMITATIONS: Assessments of measurement properties were based on information reported in the included studies; underreporting might have led to less favorable ratings. CONCLUSIONS: The PROMIS instruments assessed in this review measure their intended construct for their targeted age group; clinicians can use these PROMs in pediatric routine care. Additional studies evaluating measurement properties, including content validity, are needed for the NIH Toolbox before it should be recommended for use in clinical practice.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.078 | 0.294 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.012 | 0.013 |
| Bibliometrics | 0.013 | 0.017 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.005 | 0.005 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".