Cumulative Cognition: Strengthening Learning with Progressive Content Delivery.

Journal of CME Pub Date : 2025-07-17 eCollection Date: 2025-01-01 DOI:10.1080/28338073.2025.2532247
Carley Yawn, Logan Van Ravenswaay, Krista Marcello, Sarah Nisly
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Abstract

Cognitive research consistently demonstrates that spaced repetition enhances memory consolidation and retrieval by reinforcing learned material over time. This study applies the Precede-Proceed Model of Learning framework to examine how predisposing, enabling, and reinforcing educational strategies support sustained knowledge retention among healthcare professionals. The analysis focused on three accredited continuing professional development (CPD) programs conducted between 2022 and 2024. Participants engaged in educational activities that included baseline pre-test and post-activity post-test assessments, with exposure categorized based on prior interaction with related content. Learners were stratified into groups by timing and frequency of exposure to the material. The primary outcome measured was improvement in test performance across sequential learning engagements. Results indicated that learners who accessed educational content prior to the activity demonstrated a significantly higher mean pre-test score of 31% (n = 443) compared to 27% (n = 1,416) among those who viewed it afterward (p = 0.041). Furthermore, repeat learners, regardless of content timing, achieved greater knowledge gains, improving by 34% (p < 0.001), in contrast to a 26% improvement among first-time learners (p < 0.001). These findings highlight the additive value of progressive and repeated exposure in CPD programs. By analysing longitudinal engagement patterns, this study reinforces the importance of strategically structured educational design to foster enduring clinical competence.

累积认知:以渐进式内容传递强化学习。
认知研究一致表明,间隔重复通过长时间强化所学材料来增强记忆巩固和检索。本研究应用先行-进行学习模型框架来检验易感、启用和强化教育策略如何支持医疗保健专业人员的持续知识保留。该分析集中在2022年至2024年间进行的三个经过认证的持续专业发展(CPD)项目上。参与者参与的教育活动包括基线测试前和活动后的测试后评估,并根据先前与相关内容的互动进行分类。根据学习者接触材料的时间和频率,将他们分成不同的小组。测量的主要结果是在连续学习活动中测试表现的改善。结果表明,在活动前访问教育内容的学习者的平均测试前得分显著高于31% (n = 443),而在活动后访问教育内容的学习者的平均测试前得分为27% (n = 1416) (p = 0.041)。此外,重复学习者,无论内容时间如何,都获得了更大的知识收益,提高了34% (p < 0.001),相比之下,首次学习者提高了26% (p < 0.001)。这些发现强调了CPD项目中进行性和反复暴露的附加价值。通过分析纵向参与模式,本研究强调了战略性结构化教育设计对培养持久临床能力的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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