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Interventions to improve the use of systematic reviews in decision-making by health system managers, policy makers and clinicians

2012· review· en· W2097315214 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueCochrane Database of Systematic Reviews · 2012
Typereview
Languageen
FieldHealth Professions
TopicHealth Policy Implementation Science
Canadian institutionsSt. Michael's HospitalUniversity of TorontoMcMaster University
FundersNational Institute for Health and Care Research
KeywordsCINAHLSystematic reviewPsychological interventionMEDLINECochrane LibraryHealth careEvidence-based medicineMedicineGrey literatureInclusion (mineral)Medical educationNursingPsychologyPolitical science

Abstract

fetched live from OpenAlex

BACKGROUND: Systematic reviews provide a transparent and robust summary of existing research. However, health system managers, national and local policy makers and healthcare professionals can face several obstacles when attempting to utilise this evidence. These include constraints operating within the health system, dealing with a large volume of research evidence and difficulties in adapting evidence from systematic reviews so that it is locally relevant. In an attempt to increase the use of systematic review evidence in decision-making a number of interventions have been developed. These include summaries of systematic review evidence that are designed to improve the accessibility of the findings of systematic reviews (often referred to as information products) and changes to organisational structures, such as employing specialist groups to synthesise the evidence to inform local decision-making. OBJECTIVES: To identify and assess the effects of information products based on the findings of systematic review evidence and organisational supports and processes designed to support the uptake of systematic review evidence by health system managers, policy makers and healthcare professionals. SEARCH METHODS: We searched The Cochrane Library, MEDLINE, EMBASE, CINAHL, Web of Science, and Health Economic Evaluations Database. We also handsearched two journals (Implementation Science and Evidence and Policy), Cochrane Colloquium abstracts, websites of key organisations and reference lists of studies considered for inclusion. Searches were run from 1992 to March 2011 on all databases, an update search to March 2012 was run on MEDLINE only. SELECTION CRITERIA: Randomised controlled trials (RCTs), interrupted time-series (ITS) and controlled before-after studies (CBA) of interventions designed to aid the use of systematic reviews in healthcare decision-making were considered. DATA COLLECTION AND ANALYSIS: Two review authors independently extracted the data and assessed the study quality. We extracted the median value across similar outcomes for each study and reported the range of values for each median value. We calculated the median of the two middlemost values if an even number of outcomes were reported. MAIN RESULTS: We included eight studies evaluating the effectiveness of different interventions designed to support the uptake of systematic review evidence. The overall quality of the evidence was very low to moderate.Two cluster RCTs evaluated the effectiveness of multifaceted interventions, which contained access to systematic reviews relevant to reproductive health, to change obstetric care; the high baseline performance in some of the key clinical indicators limited the findings of these studies. There were no statistically significant effects on clinical practice for all but one of the clinical indicators in selected obstetric units in Thailand (median effect size 4.2%, range -11.2% to 18.2%) and none in Mexico (median effect size 3.5%, range 0.1% to 19.0%). In the second cluster RCT there were no statistically significant differences in selected obstetric units in the UK (median effect RR 0.92; range RR 0.57 to RR 1.10). One RCT evaluated the perceived understanding and ease of use of summary of findings tables in Cochrane Reviews. The median effect of the differences in responses for the acceptability of including summary of findings tables in Cochrane Reviews versus not including them was 16%, range 1% to 28%. One RCT evaluated the effect of an analgesic league table, derived from systematic review evidence, and there was no statistically significant effect on self-reported pain. Only one RCT evaluated an organisational intervention (which included a knowledge broker, access to a repository of systematic reviews and provision of tailored messages), and reported no statistically significant difference in evidence informed programme planning.Three interrupted time series studies evaluated the dissemination of printed bulletins based on evidence from systematic reviews. A statistically significant reduction in the rates of surgery for glue ear in children under 10 years (mean annual decline of -10.1%; 95% CI -7.9 to -12.3) and in children under 15 years (quarterly reduction -0.044; 95% CI -0.080 to -0.011) was reported. The distribution to general practitioners of a bulletin on the treatment of depression was associated with a statistically significant lower prescribing rate each quarter than that predicted by the rates of prescribing observed before the distribution of the bulletin (8.2%; P = 0.005). AUTHORS' CONCLUSIONS: Mass mailing a printed bulletin which summarises systematic review evidence may improve evidence-based practice when there is a single clear message, if the change is relatively simple to accomplish, and there is a growing awareness by users of the evidence that a change in practice is required. If the intention is to develop awareness and knowledge of systematic review evidence, and the skills for implementing this evidence, a multifaceted intervention that addresses each of these aims may be required, though there is insufficient evidence to support this approach.

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.

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)0.078
metaresearch head score (Gemma)0.071
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Meta-epidemiology (broad)
Consensus categoriesMetaresearch
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.161
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0780.071
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0170.001
Bibliometrics0.0010.003
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0020.001
Research integrity0.0000.001
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 head0.730
GPT teacher head0.673
Teacher spread0.057 · 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