Chrome Extension
WeChat Mini Program
Use on ChatGLM

Cognitive Load Theory for Training Health Professionals in the Workplace: A BEME Review of Studies among Diverse Professions: BEME Guide No. 53.

Medical teacher(2018)SCI 2区SCI 3区

Univ Calif San Francisco | Uniformed Serv Univ Hlth Sci | Univ Med Ctr Utrecht | Univ Utrecht | Zucker Sch Med Hofstra Northwell

Cited 70|Views19
Abstract
AIM:Cognitive load theory (CLT) is of increasing interest to health professions education researchers. CLT has intuitive applicability to workplace settings, yet how CLT should inform teaching, learning, and research in health professions workplaces is unclear.METHOD:To map the existing literature, we performed a scoping review of studies involving cognitive load, mental effort and/or mental workload in professional workplace settings within and outside of the health professions. We included actual and simulated workplaces and workplace tasks.RESULT:Searching eight databases, we identified 4571 citations, of which 116 met inclusion criteria. Studies were most often quantitative. Methods to measure cognitive load included psychometric, physiologic, and secondary task approaches. Few covariates of cognitive load or performance were studied. Overall cognitive load and intrinsic load were consistently negatively associated with the level of experience and performance. Studies consistently found distractions and other aspects of workplace environments as contributing to extraneous load. Studies outside the health professions documented similar findings to those within the health professions, supporting relevance of CLT to workplace learning.CONCLUSION:The authors discuss implications for workplace teaching, curricular design, learning environment, and metacognition. To advance workplace learning, the authors suggest future CLT research should address higher-level questions and integrate other learning frameworks.
More
Translated text
Key words
Cognitive Load Theory,Clinical Reasoning,Cognitive Architecture,Learning Efficiency,Patient-Oriented Learning
PDF
Bibtex
AI Read Science
AI Summary
AI Summary is the key point extracted automatically understanding the full text of the paper, including the background, methods, results, conclusions, icons and other key content, so that you can get the outline of the paper at a glance.
Example
Background
Key content
Introduction
Methods
Results
Related work
Fund
Key content
  • Pretraining has recently greatly promoted the development of natural language processing (NLP)
  • We show that M6 outperforms the baselines in multimodal downstream tasks, and the large M6 with 10 parameters can reach a better performance
  • We propose a method called M6 that is able to process information of multiple modalities and perform both single-modal and cross-modal understanding and generation
  • The model is scaled to large model with 10 billion parameters with sophisticated deployment, and the 10 -parameter M6-large is the largest pretrained model in Chinese
  • Experimental results show that our proposed M6 outperforms the baseline in a number of downstream tasks concerning both single modality and multiple modalities We will continue the pretraining of extremely large models by increasing data to explore the limit of its performance
Try using models to generate summary,it takes about 60s
Must-Reading Tree
Example
Generate MRT to find the research sequence of this paper
Related Papers
DA BERTRAM, DA OPILA, JL BROWN, SJ GALLAGHER, RW SCHIFELING, IS SNOW,CO HERSHEY
1992

被引用36 | 浏览

DM GABA, T LEE
1990

被引用75 | 浏览

Data Disclaimer
The page data are from open Internet sources, cooperative publishers and automatic analysis results through AI technology. We do not make any commitments and guarantees for the validity, accuracy, correctness, reliability, completeness and timeliness of the page data. If you have any questions, please contact us by email: report@aminer.cn
Chat Paper

要点】:本论文通过BEME指南回顾了认知负荷理论在多种卫生专业工作场所培训中的应用研究,揭示了该理论在提高卫生专业人员工作表现方面的潜在价值,并指出了将CLT应用于卫生职业教育中尚需解决的高级别问题。

方法】:研究者通过检索八个数据库,识别了4571个文献,最终纳入116个研究,对认知负荷、心理努力和/或心理工作负荷在专业工作场所的实证研究进行了汇总分析。

实验】:研究涉及实际与模拟的工作场所及任务,采用心理测量、生理和次要任务等方法来衡量认知负荷。结果表明认知负荷与经验水平和表现呈负相关,工作场所的干扰和其他环境因素会增加外部认知负荷。

创新点:论文的创新之处在于广泛地整合了不同专业领域的工作场所认知负荷研究,证明了认知负荷理论不仅适用于卫生职业教育,也适用于其他专业领域的职场学习。此外,文章提出了未来研究应解决的高级别问题,并建议融合其他学习框架以促进职场学习。