ArticleInternational journal of environmental research and public health2023
Identification of Clinician Training Techniques as an Implementation Strategy to Improve Maternal Health: A Scoping Review.
Article in International journal of environmental research and public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed, 7 citations in OpenAlex.
- Development of an implementation intervention to promote adoption of the COMFORT clinical practice guideline for peripartum pain management: a qualitative study.Implementation science communications · 2025Article
Corrections and comments
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Training is a key implementation strategy used in healthcare settings. This study aimed to identify a range of clinician training techniques that facilitate guideline implementation, promote clinician behavior change, optimize clinical outcomes, and address implicit biases to promote high-quality maternal and child health (MCH) care. A scoping review was conducted within PubMed, CINAHL, PsycInfo, and Cochrane databases using iterative searches related to (provider OR clinician) AND (education OR training). A total of 152 articles met the inclusion/exclusion criteria. The training involved multiple clinician types (e.g., physicians, nurses) and was predominantly implemented in hospitals (63%). Topics focused on maternal/fetal morbidity/mortality (26%), teamwork and communication (14%), and screening, assessment, and testing (12%). Common techniques included didactic (65%), simulation (39%), hands-on (e.g., scenario, role play) (28%), and discussion (27%). Under half (42%) of the reported training was based on guidelines or evidence-based practices. A minority of articles reported evaluating change in clinician knowledge (39%), confidence (37%), or clinical outcomes (31%). A secondary review identified 22 articles related to implicit bias training, which used other reflective approaches (e.g., implicit bias tests, role play, and patient observations). Although many training techniques were identified, future research is needed to ascertain the most effective training techniques, ultimately improving patient-centered care and outcomes.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.