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  • 标题:Learning When Serious: Psychophysiological Evaluation of a Technology-Enhanced Learning Game
  • 本地全文:下载
  • 作者:Ben Cowley ; Martino Fantato ; Charlene Jennett
  • 期刊名称:Educational Technology and Society
  • 印刷版ISSN:1176-3647
  • 电子版ISSN:1436-4522
  • 出版年度:2014
  • 卷号:17
  • 期号:1
  • 页码:3-16
  • 出版社:IFETS - Attn Kinshuck
  • 摘要:We report an evaluation study for a novel learning platform, motivated by the growing need for methods to do assessment of serious game efficacy. The study was a laboratory experiment combining evaluation methods from the fields of learning assessment and psychophysiology. 15 participants used the TARGET game platform for 25 minutes, while the bio-signals electrocardiography, electrodermal activity and facial electromyography were recorded. Learning was scored using pre- and post-test question-based assessments Repeated-measures analysis with Generalised Estimating Equations was used to predict scores by tonic psychophysiological data. Results indicate some learning effect, plus a relationship between mental workload (indexed by electrocardiography) and learning. Notably, the game format itself influences the nature of this relationship. We conclude that a high quality of insight is afforded by the combination of subjective self-report and objective psychophysiology, satisfying two of three observable domains.
  • 关键词:Technology enhanced learning; Serious games; Heart-rate variability; Mental workload; Psychophysiology; Evaluation; Competence development
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