Effects of a review video and practice in video-based statistics training

Hans van der Meij*, Paul Dunkel

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

18 Citations (Scopus)
66 Downloads (Pure)


Abstract: This study investigated the effectiveness of video-based statistics training. An experiment is reported in which conditions were systematically varied for the presence or absence of review videos and practice opportunities. Three main types of dependent measures were recorded: engagement, motivation, and knowledge. Seventy students participated in training and were assessed afterwards. Video play measures revealed nearly complete (94.1%) views for original videos, and lower but still substantial views for the review video (60.5%). The results for time spent on the videos were in line with these findings. There was no effect of condition on these engagement measures. Motivation scores were high for task relevance and self-efficacy. Self-efficacy scores were significantly higher when a review video and/or practice opportunity was available. Practice scores were uniformly high in the two practice conditions. The practice conditions scored significantly better than the no-practice conditions on a procedural knowledge post-test. There was no difference between conditions on a declarative knowledge post-test, nor on a transfer test. The conclusion draws attention to the possibility of improving the effectiveness of existing video-based statistics training by adding a complementary review video and arranging for practice with external feedback.

Original languageEnglish
Article number103665
JournalComputers & education
Early online date21 Aug 2019
Publication statusPublished - 1 Jan 2020


  • Demonstration-based-training
  • Practice
  • Review videos
  • Video
  • UT-Hybrid-D
  • n/a OA procedure


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