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Record W3120649858 · doi:10.1097/ceh.0000000000000328

Performance Change in Treating Tobacco Addiction: An Online, Interprofessional, Facilitated Continuing Education Course (TEACH) Evaluation at Moore's Level 5

2021· article· en· W3120649858 on OpenAlexaff
Anna Ivanova, Dolly Baliunas, Sheleza Ahad, Elise Tanzini, Rosa Dragonetti, Myra Fahim, Peter Selby

Bibliographic record

VenueJournal of Continuing Education in the Health Professions · 2021
Typearticle
Languageen
FieldMedicine
TopicSmoking Behavior and Cessation
Canadian institutionsCentre for Addiction and Mental Health
Fundersnot available
KeywordsMcNemar's testMedicineSmoking cessationContext (archaeology)CurriculumAddictionBaseline (sea)Medical educationProgram evaluationFamily medicineNursingPsychologyPsychiatry

Abstract

fetched live from OpenAlex

INTRODUCTION: Continuing education is essential to build capacity among health care providers (HCPs) to treat people with tobacco addiction. Online, interprofessional training programs are valuable; however, interpretation and comparison of outcomes remain challenging because of inconsistent use of evaluation frameworks. In this study, we used level 5 of Moore's evaluation framework to examine whether an online training program in intensive tobacco cessation counseling achieved sustained performance change among HCPs across multiple health disciplines. METHODS: The evaluation sample included 62 HCPs with direct clinical duties, who completed the online Training Enhancement in Applied Counseling and Health (TEACH) Core Course in 2015 and 2016. We compared self-reported changes in cessation counseling and clinical practices across eight core competencies from baseline to 6-month follow-up using McNemar's tests and descriptive analyses. RESULTS: Compared with baseline, significantly more HCPs reported providing cessation counseling at 6-month follow-up (44% versus 81%, P < .001). HCPs also reported significant increases in engagement in six of the eight core competencies. DISCUSSION: Online training in intensive tobacco cessation treatment can result in sustained performance improvement at 6 months. However, availability of resources and clinical context may influence the extent to which HCPs are able to implement their learned skills. Furthermore, continuing education programs should consider the use of consistent evaluation frameworks to promote cross program comparisons.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.007
metaresearch head score (Gemma)0.013
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.035

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.133
GPT teacher head0.463
Teacher spread0.330 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations6
Published2021
Admission routes1
Has abstractyes

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Same venueJournal of Continuing Education in the Health ProfessionsSame topicSmoking Behavior and CessationFrench-language works237,207