'Less Knowledge, Better Experience': Examining the Expertise Reversal Effect in Learning With Instructor‐Generated Drawings.

Background: Online videos featuring human‐generated drawing are increasingly popular in education. However, their effectiveness may vary depending on learners' prior knowledge, and further research is needed to confirm their advantages over other common instructional videos. Objectives: The primary...

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Publicado en:Journal of Computer Assisted Learning Vol. 41; no. 2; pp. 1 - 13
Autores principales: Tian, Yuan, Liu, Zhongjian, Liu, Hainuo, Fang, Min
Formato: pictorial research tables/charts randomized controlled trial Journal Article
Publicado: Wiley-Blackwell Apr2025
Acceso en línea:Ver este registro en EBSCOhost
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      dt: Apr2025
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      pub: Wiley-Blackwell
      place: Malden, Massachusetts
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        10.1111/jcal.13121
        184016298
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        atl: 'Less Knowledge, Better Experience': Examining the Expertise Reversal Effect in Learning With Instructor‐Generated Drawings.
      aug:
        au:
          Tian, Yuan
          Liu, Zhongjian
          Liu, Hainuo
          Fang, Min
        affil: Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU), Ministry of Education, Wuhan, China
      sug:
        subj:
          Learning Methods China
          Student Knowledge
          Videorecording
          Drawing
          Outcomes of Education
          Cognition
          Human
          Students, College
          Randomized Controlled Trials
          Random Assignment
          Emotions
          Affect
          Multivariate Analysis of Variance
          Mediation Analysis
          Memory
          Funding Source
          China
      ab: Background: Online videos featuring human‐generated drawing are increasingly popular in education. However, their effectiveness may vary depending on learners' prior knowledge, and further research is needed to confirm their advantages over other common instructional videos. Objectives: The primary goal of this study is to investigate the impact of instructional video formats on learners' outcomes and experiences, and to further explore the interaction between video formats and prior knowledge. Methods: In a 2 × 3 between‐subjects design, 144 college students were divided into two groups based on their (high vs. low) prior knowledge levels and then randomly assigned to different video format conditions. Students listened to oral explanations from the instructor while viewing either dynamic instructor hand‐drawn diagrams (instructor‐generated visuals), dynamic PowerPoint diagrams (PPT visuals), or static diagrams identical to the PPT visuals (static visuals). Finally, we measured learners' outcomes (i.e., retention and transfer scores) and experiences (i.e., emotion and cognitive load). Results: Viewing dynamic visuals have a significant facilitating effect on learning compared to static visuals. Moreover, the expertise reversal effect was confirmed. Specifically, for learners with low prior knowledge, the retention test scores and learning experiences of students viewing instructor‐generated dynamic visuals outperformed those viewing dynamic PPT visuals and static visuals. For learners with high levels of prior knowledge, no significant differences are observed between the groups. Finally, we found that students' emotional experiences significantly mediated the relationship between instructor‐generated visuals and learning outcomes. Conclusions: These results indicate that the choice of instructional videos should align with learners' prior knowledge and emphasises the importance of learning experiences.
      pubtype: Academic Journal
      doctype:
        pictorial
        research
        tables/charts
        randomized controlled trial
        Journal Article
      ougenre: Article
    language: English
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