JCEHP Emerging Best Practices in CPD

Brian McGowan

Official podcast series from The Journal of Continuing Education in the Health Professions (JCEHP).

  1. 23H AGO

    Considering the Cost-Effectiveness of Accredited Continuing Medical Education: A Landscape Analysis of Economic Concepts in Continuing Medical Education Research

    In health care, cost-effectiveness analysis evaluates changes in health outcomes as a function of costs. The cost-effectiveness of continuing professional development for health care providers has not been historically well characterized despite substantial investment. This literature review identified publications considering the costs and cost-effectiveness of accredited continuing medical education activities. Searches were conducted for English language records in PubMed and the gray literature using a 10-year lookback period from March 10, 2023. Search terms included concepts related to continuing medical education, cost, effect, and utilization. One reviewer conducted title/abstract screening, full-text review, and data extraction, with direction and adjudication of search and screening concepts provided by the lead advisor. Publications were categorized as related to costs of an educational intervention (Concept 1) and/or the impact of education on health care costs (Concept 2). Results were summarized using descriptive statistics. A total of 668 database records were screened, 125 (19%) underwent full-text review, and 25 of 125 (20%) were accepted; 7 of 351 (2%) gray literature sources were accepted for a total of 32 included records. The most common reason for rejection was not being an accredited activity. Of the 32 records, 27 (84%) were related to Concept 1 only, 3 (9%) to Concept 2 only, and 2 (6%) to both Concepts 1 and 2. Approximately half (n = 19, 59%) mentioned costs without supporting data. These findings show that considerations of cost and cost-effectiveness are rare in the accredited continuing medical education literature, which may limit how the value of continuing medical education is characterized. Access the article here.

    30 min
  2. SEP 23

    Deriving Insights From Open-Ended Learner Feedback: An Exploration of Natural Language Processing Approaches

    Open-ended feedback from learners offers valuable insights for adapting continuing health education to their needs; however, this feedback is burdensome to analyze with qualitative methods. Natural language processing offers a potential solution, but it is unclear which methods provide useful insights. We evaluated natural language processing methods for analyzing open-ended feedback from CPD training at a psychiatric hospital. The data set consisted of survey responses from staff participants, which included two text responses on how participants intended to use the training (“intent to use”; n = 480) and other information they wished to share (“open-ended feedback”; n = 291). We analyzed “intent-to-use” responses with topic modeling, “open-ended feedback” with sentiment analysis, and both responses with (LLM)–based clustering. We examined outputs of each approach to determine their value for deriving insights about the training. Our results indicated that because the “intent-to-use” responses were short and lacked diversity, topic modeling was not useful in differentiating content between the topics. For “open-ended feedback,” sentiment scores did not accurately reflect the valence of responses. The LLM-based clustering approach generated meaningful clusters characterized by semantically similar words for both responses. LLMs may be a useful approach for deriving insights from learner feedback because they capture context, making them capable of distinguishing between responses that use similar words to convey different topics. Future directions involve exploring other methods involving LLMs, or examining how these methods fare on other data sets or types of learner feedback. Click Here to access the article!

    44 min

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Official podcast series from The Journal of Continuing Education in the Health Professions (JCEHP).