Embodied preparation for learning basic quantum chemistry: A mixed‐method study.

Background: Haptic feedback has been shown to be an effective facilitator of the learning of scientific concepts in a series of studies. However, little is known about the underlying salient learning mechanisms, which are activated when learning from haptic feedback. Objectives: We investigate the l...

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Publicado en:Journal of Computer Assisted Learning Vol. 40; no. 2; pp. 715 - 731
Autores principales: Müller, Charlotte H., Reiher, Markus, Kapur, Manu
Formato: pictorial research tables/charts Journal Article
Publicado: Wiley-Blackwell Apr2024
Acceso en línea:Ver este registro en EBSCOhost
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      dt: Apr2024
      vid: 40
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      pub: Wiley-Blackwell
      place: Malden, Massachusetts
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        10.1111/jcal.12909
        176012474
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        atl: Embodied preparation for learning basic quantum chemistry: A mixed‐method study.
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          Müller, Charlotte H.
          Reiher, Markus
          Kapur, Manu
        affil: Dep. of Chemistry and Applied Biosc, ETH Zürich, Zürich, Switzerland
      sug:
        subj:
          Nonverbal Communication
          Learning Methods
          Chemistry Education
          Cognition Evaluation
          Feedback
          Computer Simulation Utilization
          Outcomes of Education
          Human
          Male
          Female
          Young Adult
          Thematic Analysis
          Descriptive Statistics
          Multimethod Studies
          Conceptual Framework
          Exploratory Research
          Experimental Studies
          Problem Solving
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          Analysis of Covariance
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      ab: Background: Haptic feedback has been shown to be an effective facilitator of the learning of scientific concepts in a series of studies. However, little is known about the underlying salient learning mechanisms, which are activated when learning from haptic feedback. Objectives: We investigate the learning mechanism in a higher chemistry education setting, in which the students learned about the abstract concept of potential energy in a quantum chemical context. Methods: In this work, we present a mixed‐methods problem‐solving prior to instruction (PS‐I) study with chemistry bachelor students. In an interactive quantum chemistry learning environment, the students explored the energetic profiles of nucleophilic substitution reactions and the corresponding activation barriers experienced as repulsion and attraction. We measured cognitive and affective mechanisms which have been shown to be activated in PS‐I designs, such as knowledge gap awareness, state curiosity, and positive affect as well as the learning outcome quantitatively and the learning trajectories qualitatively. Results and Conclusions: Planned contrasts revealed a small hindering effect of the haptic feedback on the learning outcome. Thematic analysis of the qualitative data lets us attribute this effect to the lack of scaffolding of the haptic feedback and the spontaneous atomic movements in the simulation, which may be interpreted as a visual representation of force in itself. This work highlights the importance of accurate mappings of the haptic feedback unto the target domain and further delivers insight into the prior conceptions of chemistry undergraduate students. Lay Description: What is already known about this topic: Haptic feedback can facilitate learning by grounding abstract concepts in sensory experiences.While previous studies have reported positive affective results, the cognitive results are ambiguous.Moreover, it was frequently reported that the learning of potential energy in a (quantum) chemical context is particularly difficult due to (i) the lack of grounding opportunities and (ii) the diverse previous conceptions. What this paper adds: A learning environment to interact with molecular systems in real‐time is proposed.The concept of activation energy is grounded in sensory experience of pushing and being pulled.The mixed‐methods design allows to explore cognitive and affective variables as well as the specific prior conceptions activated by the environment. Implications for practice and/or policy: We found a small negative effect of the haptic feedback on the learning outcome, potentially due to insufficient introduction of it to the students.The spontaneous movement of the atoms was identified as a more suitable external representation of the force.Future studies should investigate, if explicit introduction of the embodied metaphor can reverse this effect.
      pubtype: Academic Journal
      doctype:
        pictorial
        research
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        Journal Article
      ougenre: Article
    language: English
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