Measurement properties, feasibility and clinical utility of the Doloplus-2 pain scale in older adults with cognitive impairment: a systematic review
Bibliographic record
Abstract
BACKGROUND: The Doloplus-2 is a pain assessment scale for assessing pain in older adults with cognitive impairment. It is used in clinical practice and research. However, evidence for its measurement properties, feasibility and clinical utility remain incomplete. This systematic review synthesizes previous research on the measurement properties, feasibility and clinical utility of the scale. METHOD: We conducted a systematic search in three databases (CINAHL, Medline and PsycINFO) for studies published in English, French, German, Dutch/Flemish or a Scandinavian language between 1990 and April 2017. We also reviewed the Doloplus-2 homepage and reference lists of included studies to supplement our search. Two reviewers independently reviewed titles and abstracts and performed the quality assessment and data abstraction. RESULTS: A total of 24 studies were included in this systematic review. The quality of the studies varied, but many lacked sufficient detail about the samples and response rates. The Doloplus-2 has been studied using diverse samples in a variety of settings; most study participants were in long-term care and in people with dementia. Sixteen studies addressed various aspects of the scale's feasibility and clinical utility, but their results are limited and inconsistent across settings and samples. Support for the scale's reliability, validity and responsiveness varied widely across the studies. Generally, the reliability coefficients reached acceptable benchmarks, but the evidence for different aspects of the scale's validity and responsiveness was incomplete. CONCLUSION: Additional high-quality studies are warranted to determine in which populations of older adults with cognitive impairment the Doloplus-2 is reliable, valid and feasible. The ability of the Doloplus-2 to meaningfully quantify pain, measure treatment response and improve patient outcomes also needs further investigation. TRIAL REGISTRATION: PROSPERO reg. no.: CRD42016049697 registered 20. Oct. 2016.
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How this classification was reachedexpand
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 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".