Evidence map›Paper›PMID 35476039›Full record

ArticleJMIR medical education2022

Factors Associated With Specialists' Intention to Adopt New Behaviors After Taking Web-Based Continuing Professional Development Courses: Cross-sectional Study.

Lysa Bergeron, Simon Décary, Codjo Djignefa Djade, Sam J Daniel, Martin Tremblay, Louis-Paul Rivest, France Légaré

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in JMIR medical education, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06608589 (CONSTELLATIONS Living Lab), which is not on this map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
5.0field-weighted citation impact, top 5% of its field
1 · What the graph read from it

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.

2 · The registry

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.

NCT06608589 narecruitingnot on this mapstarted 2023, after this paper: background citation

CONSTELLATIONS Living Lab: Development, Implementation and Evaluation of a Patient-oriented Quality Improvement Program Targeting Care Transitions of Older Adults Living with Major Neurocognitive Disorders and Their Caregivers.

TypeinterventionalSponsorLaval UniversityRan2023 to 2026Enrolled700ConditionsAlzheimer Disease, Dementia, Neurocognitive DeclineArmsCoMPAS+ MNCDs Program - Quality improvement program targeting the care transitions of patients living with a major neurocognitive disorder and their caregivers
3 · Its place in the literature

Who cites it

9 citing papers in PubMed, 20 citations in OpenAlex.

  1. Co-Creating Publicly Available Resources to Increase Awareness of and Support for Long Covid Among Ethnic Minority Communities.Health expectations : an international journal of public participation in health care and health policy · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 4 institutions in 1 country.

Lysa BergeronVITAM - Centre de recherche en santé durable, Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale, Quebec, QC, Canada.ORCID https://orcid.org/0000-0001-6138-865X
Simon DécarySchool of Rehabilitation, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, QC, Canada.ORCID https://orcid.org/0000-0002-8672-5672
Codjo Djignefa DjadeVITAM - Centre de recherche en santé durable, Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale, Quebec, QC, Canada.ORCID https://orcid.org/0000-0002-5015-3246
Sam J DanielDirection du Développement Professionnel Continu, Fédération des Médecins Spécialistes du Québec, Montreal, QC, Canada.ORCID https://orcid.org/0000-0001-9698-9519
Martin TremblayDirection du Développement Professionnel Continu, Fédération des Médecins Spécialistes du Québec, Montreal, QC, Canada.ORCID https://orcid.org/0000-0003-4413-5962
Louis-Paul RivestDepartment of Mathematics and Statistics, Faculty of Science and Engineering, Université Laval, Quebec, QC, Canada.ORCID https://orcid.org/0000-0003-4351-4127
France LégaréVITAM - Centre de recherche en santé durable, Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale, Quebec, QC, Canada.ORCID https://orcid.org/0000-0002-2296-6696
Centres Intégré Universitaires de Santé et de Services Sociaux · CAMcGill University · CAUniversité de Sherbrooke · CAUniversité Laval · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWeb-based continuing professional development (CPD) is a convenient and low-cost way for physicians to update their knowledge. However, little is known about the factors that influence their intention to put this new knowledge into practice.

objectiveWe aimed to identify sociocognitive factors associated with physicians' intention to adopt new behaviors as well as indications of Bloom's learning levels following their participation in 5 web-based CPD courses.

methodsWe performed a cross-sectional study of specialist physicians who had completed 1 of 5 web-based CPD courses offered by the Federation of Medical Specialists of Quebec. The participants then completed CPD-Reaction, a questionnaire based on Godin's integrated model for health professional behavior change and with evidence of validity that measures behavioral intention (dependent variable) and psychosocial factors influencing intention (n=4). We also assessed variables related to sociodemographics (n=5), course content (n=9), and course format (eg, graphic features and duration) (n=8). Content variables were derived from CanMEDS competencies, Bloom's learning levels, and Godin's integrated model. We conducted ANOVA single-factor analysis, calculated the intraclass correlation coefficient (ICC), and performed bivariate and multivariate analyses.

resultsA total of 400 physicians participated in the courses (range: 38-135 physicians per course). Average age was 50 (SD 12) years; 56% (n=223) were female, and 44% (n=177) were male. Among the 259 who completed CPD-Reaction, behavioral intention scores ranged from 5.37 (SD 1.17) to 6.60 (SD 0.88) out of 7 and differed significantly from one course to another (P<.001). The ICC indicated that 17% of the total variation in the outcome of interest, the behavioral intention of physicians, could be explained at the level of the CPD course (ICC=0.17). In bivariate analyses, social influences (P<.001), beliefs about capabilities (P<.001), moral norm (P<.001), beliefs about consequences (P<.001), and psychomotor learning (P=.04) were significantly correlated with physicians' intention to adopt new behaviors. Multivariate analysis showed the same factors, except for social influences and psychomotor learning, as significantly correlated with intention.

conclusionsWe observed average to high behavioral intention scores after all 5 web-based courses, with some variations by course taken. Factors affecting physicians' intention were beliefs about their capabilities and about the consequences of adopting new clinical behaviors, as well as doubts about whether the new behavior aligned with their moral values. Our results will inform design of future web-based CPD courses to ensure they contribute to clinical behavior change.

Indexed as

behavioral intentioncontinuing professional developmentCPD-Reactioneducationmedical educationmedical specialistsonline coursephysicianpsychosocialweb-based training

Identifiers

PMID35476039
PMCPMC9204572
OpenAlexW4225002499

What OpenQuestion holds

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LicenceCC BY
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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.