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Impact of visual simulations in stat...
Iten, Glena.

 

  • Impact of visual simulations in statistics[electronic resource] :the role of interactive visualizations in improving statistical knowledge /
  • 紀錄類型: 書目-語言資料,印刷品 : Monograph/item
    杜威分類號: 001.4226
    書名/作者: Impact of visual simulations in statistics : the role of interactive visualizations in improving statistical knowledge // by Glena Iten.
    作者: Iten, Glena.
    出版者: Wiesbaden : : Springer Fachmedien Wiesbaden :, 2015.
    面頁冊數: ix, 48 p. : : ill., digital ;; 24 cm.
    Contained By: Springer eBooks
    標題: Information visualization.
    標題: Statistics.
    標題: Psychology.
    標題: General Psychology.
    標題: Psychological Methods/Evaluation.
    ISBN: 9783658083359 (electronic bk.)
    ISBN: 9783658083342 (paper)
    內容註: Statistical Misconceptions -- Effective Instructional Design Principles -- Application of Design Principles to Investigate the Effect of Statistical Simulations -- Quantitative and Qualitative Analysis of Improvement in Statistical Knowledge.
    摘要、提要註: Glena Iten investigates the impact of interactive visual simulations on conceptual understanding of statistical principles. Overall, all students were able to increase their knowledge by working with visual simulations, whereas students who could manipulate statistical graphs in the simulation on their own were significantly faster. Currently, interactive learning tools explaining statistical concepts are widely spread, but only few are tested. Well-structured interactive learning programs with visual simulations have in the past been shown to be effective. By applying effective instructional design principles, an online tutorial where students could either manipulate or only observe changes in the visual simulations, was developed. Practical implications and opportunities for further investigations in this research project are discussed. Contents Statistical Misconceptions Effective Instructional Design Principles Application of Design Principles to Investigate the Effect of Statistical Simulations Quantitative and Qualitative Analysis of Improvement in Statistical Knowledge Target Groups Researchers and students in psychology, statistics, instructional/educational studies Teachers in sciences and mathematics The Author Glena Iten has studied Psychology with specialization in Human-Computer Interaction. She is currently working as a doctoral student and research associate at the Department of Psychology at the University of Basel.
    電子資源: http://dx.doi.org/10.1007/978-3-658-08335-9
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