ReviewMedical education2023
Desirable Difficulty: Theory and application of intentionally challenging learning.
Review in Medical education, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
What it found
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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.
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.
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Who cites it
19 citing papers in PubMed.
- Cooperative learning in anatomy: Comparing virtual avatars and human specimens.Anatomical sciences education · 2026Trial
- Beyond warnings: Leveraging AI disagreement as a catalyst for reflective clinical reasoning.Medical education · 2026Article
- SSS Framework: A Think-First, AI-Second Model for AI-Assisted Writing.Annals of biomedical engineering · 2026Article
- Re-Centering Clinical Documentation in the Age of AI Scribes: Four Aims of the Patient Chart Note.JMIR medical education · 2026Article
- Effects of the BOPPPS model combined with case-based learning on knowledge acquisition and learning engagement in undergraduate nursing students: a multi-cohort quasi-experimental study.BMC medical education · 2026Observational
- A Special Issue Introduction: Educational Applications of Cognitive Psychology.Behavioral sciences (Basel, Switzerland) · 2026Article
- Effectiveness of a cognitively grounded mathematics intervention in a high school blended learning environment: achievement gains, implementation fidelity, and demographic variability.Frontiers in psychology · 2026Article
- Learners' perceptions of the medical pause: cognitive load and team performance.Frontiers in psychology · 2026Article
- Learning ophthalmic anatomy with AI-generated visual resource: the moderating role of educational background.Frontiers in medicine · 2026Article
- Structural Priming Treatment in Aphasia: The Role of Lexical and Abstract Syntactic Representations.American journal of speech-language pathology · 2025Article
- Crafting Evidence-Based Academic Presentations: Practical Guidelines for Medical Science Educators.Medical science educator · 2025Article
- Article
- Reply to RoweATS scholar · 2024Article
- Peer creation and sharing of mnemonics in collaborative documents for pathology education: a pilot study.BMC medical education · 2024Article
- Assessing the Difficulty and Long-Term Retention of Factual and Conceptual Knowledge Through Multiple-Choice Questions: A Longitudinal Study.Advances in medical education and practice · 2024Article
- Local experience of laboratory activities in a BS physical therapy course: integrating sEMG and kinematics technology with active learning across six cohorts.Frontiers in neurology · 2024Article
- Getting the balance just right: Desirable difficulty in health professions education.Medical education · 2023Article
- Integrated laboratory classes to learn physiology in a psychology degree: impact on student learning and experience.Frontiers in psychology · 2023Article
- Benefits and Challenges of Digital Technologies in Health Professions Education: Insights From Nursing and Medical Radiologic Technology Students in Ethiopia.Journal of medical education and curricular developmentArticle
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
contextHealth professions trainees must acquire a vast amount of clinical knowledge and skills, and a deliberate instructional design approach is needed to provide trainees with effective learning strategies. One powerful yet counterintuitive strategy that facilitates long-term learning is incorporating intentional difficulties during the learning process. Difficulties that require more effort from learners may impede short-term learning but are ultimately beneficial for long-term learning and are therefore termed Desirable Difficulties.
objectivesIn this cross-cutting edge paper, we describe the Desirable Difficulty effect from three theoretical perspectives originating in different fields, discuss common evidence-based Desirable Difficulty strategies used in Health Professions Education and explore emerging research that could further optimise Desirable Difficulty-enhanced learning for health professions trainees.
methodsWe synthesise theory and research from psychology, cognitive science and Health Professions Education literatures to further the understanding and application of Desirable Difficulties. We introduce three theoretical perspectives that provide a comprehensive overview of the theoretical underpinnings of the Desirable Difficulty effect: the New Theory of Disuse, the Challenge Point Framework and Cognitive Load Theory. We then illustrate how three common Desirable Difficulty strategies in medical education research-retrieval practice, spaced practice and interleaved practice-can be understood through these theoretical lenses. Finally, we provide relevant examples from the literature and explore emerging research in this area.
conclusionsThis paper summarises the theory and empirical research on Desirable Difficulties during the learning process, from explaining what they are and why they may be effective to how they have been applied in different contexts. We argue that providing educators and trainees with a comprehensive theoretical and applied understanding of Desirable Difficulty will promote deliberate instructional design decisions and lead to more effective learning.
Indexed as
Identifiers
35950522What OpenQuestion holds
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.