题名

Effects of the Design Factors of Skill Training Games on Learning Performance and Emotion: English-Language Typing Games

并列篇名

技能型訓練遊戲的遊戲設計要素對於學習成效與情緒的影響:以英文打字遊戲為例

DOI

10.6575/JILA.201806_(92).0005

作者

陳志銘(Chih-Ming Chen);王榮英(Jung-Ying Wang);胡琬琪(Wan-Chi Hu)

关键词

educational game ; skill training game ; game design factor ; learning performance ; positive emotion ; negative emotion ; gender difference ; physiological signals ; 教育遊戲 ; 技能訓練遊戲 ; 遊戲設計要素 ; 學習成效 ; 正面情緒 ; 負面情緒 ; 性別差異 ; 生理訊號

期刊名称

圖資與檔案學刊

卷期/出版年月

92期(2018 / 06 / 15)

页次

88 - 115

内容语文

英文

中文摘要

Skill training games are one kind of educational games, but they differ from the educational games that aim at promoting cognitive or affective effects. The design of skill training games prioritizes assisting learners to learn facts and knowledge and train learners in some skill via repetition and practice. To design a skill training game that supports effective learning, one must explore how the key design factors, including concentration, feedback, challenge that matches player skills, control, and immersion, affect learning performance and emotions. Thus, this study chose two online English typing game sites with significantly different game design factors to investigate the effects of game design factors on the emotions and learning performance of users. Moreover, correlations among game factors, emotions and learning performance of users were explored. The group using Fast Typing Master (FTM) had significantly higher evaluation scores in five design factors than the group using Internet Typing Classroom (ITC). Analytical results show that both sites yielded the same learning performance. However, the FTM site was superior to the ICT in terms of learning performance for males, but no significant difference existed for female learners. Moreover, this study further confirmed that the FTM leaded to significantly more negative emotion for the female learners than the ITC, but no significant difference existed for male learners. The game factor of feedback was significantly correlated with emotion and learning performance of users under most of the considered grouping conditions. Therefore, this study suggests that the most important design factor in English-language typing games is the feedback mechanism. Research results provide valuable references for game designers developing skill training games, and further clarify what is the most important factor in the games.

英文摘要

技能訓練遊戲為教育遊戲的一種,但是有別於提升認知及情意面向的教育遊戲。技能型訓練遊戲的設計目的在於輔助學習者學習事實與知識,以及幫助學習者透過重複性的訓練而習得有用的技能。本研究主張要設計能夠有效支援學習的教育遊戲,必須探究包括專注力、回饋、符合玩家技能挑戰性、控制感及沉浸度等遊戲設計要素如何影響學習成效與情緒。因此,本研究選擇快打高手(Fast Typing Master, FTM)及網路打字教室(Internet Typing Classroom,ITC)兩款在上述五種遊戲設計要素上具有顯著差異的線上英語打字訓練遊戲,探究其遊戲設計要素對於學習成效與情緒的影響。此外,本研究亦探究遊戲設計要素、學習成效與情緒彼此之間的關聯。結果顯示FTM在五個遊戲設計要素上均顯著高於ICT,並且兩款打字遊戲均具有顯著學習成效。然而FTM在男性學習者上的學習成效上顯著優於採用ICT的男性學習者,但是女性學習者採用這兩款遊戲在學習成效上則無顯著差異。此外,FTM導致女性學習者產生明顯較高的負面情緒,但是男性學習者採用這兩款遊戲之情緒則無顯著差異。重要的是遊戲設計要素中的回饋顯著相關於學習成效與情緒。因此,本研究歸納回饋為英語打字訓練遊戲最重要的遊戲設計要素。本研究之研究結果提供發展技能型教育遊戲有價值的設計參考,也歸納得出技能型遊戲最重要的遊戲設計要素。

主题分类 人文學 > 圖書資訊學
参考文献
  1. Akcetin, E.,Akcetin, N. C.(2012).Learning international trade by game in maritime business schools.Procedia - Social and Behavioral Sciences,62,514-520.
  2. Alessi, S. M.,Trollip, S. R.(1985).Computer-based instruction: Methods and development.New Jersey:Prentice-Hall.
  3. Asgari, M.,Kaufman, D.(2004).Relationships among computer games, fantasy, and learning.The 2nd International Conference on Imagination and Education
  4. Blier, M. J.,Blier-Wilson, L. A.(1989).Gender differences in self-rated emotional expressiveness.Sex Roles,21(3-4),287-295.
  5. Chen, C. M.,Wang, H. P.(2011).Using emotion recognition technology to assess the effects of different multimedia materials on learning emotion and performance.Library & Information Science Research,33,244-255.
  6. Chou, C.,Tsai, M. J.(2007).Gender differences in Taiwan high school students’ computer game playing.Computers in Human Behavior,23(1),812-824.
  7. Devlin, S. J.,Dong, H. K.(1993).Selecting a scale for measuring quality.Marketing Research,5(3),12-17.
  8. Durndell, A.,Thomson, K.(1997).Gender and computing: a decade of change?.Computers & Education,28(1),1-9.
  9. Ellington, H.,Adinall, E.,Percival, F.(1982).A handbook of game design.London, UK:Kogan.
  10. Erhel, S.,Jamet, E.(2013).Digital game-based learning: impact of instructions and feedback on motivation and learning effectiveness.Computers & Education,67,156-167.
  11. Feinberg, S.,Batson, L.(2006).Game designs that enhance motivation and learning for teenagers.Electronic Journal for the Integration of Technology in Education,5,34-43.
  12. Fu, F. L.,Su, R. C.,Yu, S. C.(2009).EGameFlow: A scale to measure learners’ enjoyment of e-learning games.Computers & Education,52(1),101-112.
  13. Garris, R.,Ahlers, R.,Driskell, J. E.(2002).Games, motivation, and learning: A research and practice model.Simulation and Gaming,33(4),441-467.
  14. Goleman, D.(1995).Emotional intelligence.New York:Bantam Books.
  15. Jacko, J.(Ed.),Sears, A.(Ed.)(2002).Handbook of human-computer Interaction.Mahwah, N.J.:Lawrence Erlbaum Associates.
  16. Jegers, K.(2007).Pervasive GameFlow: Understanding player enjoyment in pervasive gaming.ACM Computers in Entertainment,5(1)
  17. Jegers, K.(2009).Elaborating eight elements of fun: Supporting design of pervasive player enjoyment.ACM Computers in Entertainmint,7(2)
  18. Kazimoglu, C.,Kiernan, M.,Bacon, L.,Mackinnon, L.(2012).A serious game for developing computational thinking and learning introductory computer programming.Procedia - Social and Behavioral Sciences,47,1991-1999.
  19. Kebritchi, M.,Hirumi, A.,Bai, H.(2010).The effects of modern mathematics computer games on mathematics achievement and class motivation.Computers & Education,55(2),427-443.
  20. Keller, J. M.(1987).Development and use of the ARCS model of instructional design.Journal of Instructional Development,10(3),2-10.
  21. Kickmeier-Rust, M. D.,Peirce, N.,Conlan, O.,Schwarz, D.,Verpoorten, D.,Albert, D.(2005).Immersive digital games: The interfaces for next-generation E-Learning.Universal Access in Human-Computer Interaction,4556,647-656.
  22. Kiili, K.(2006).Evaluations of an experiential gaming model.Human Technology,2(2),187-201.
  23. Kring, A. M.,Gordon, A. H.(1998).Sex differences in emotion: Expression, experience, and physiology.Journal of Personality and Social Psychology,74(3),686-703.
  24. Laarni, J.(2004).Aesthetic and emotional evaluations of computer interfaces.The 4th Nordic Conference on Human-computer Interaction: Changing Roles,Tampere, Finland:
  25. Lin, C. H.,Liu, E. Z. F.(2009).A comparison between drill-based and game-based typing software.Transactions on Edutainment III
  26. Liu, Z. F.,Lin, C. H.,Yeh, T. Y.,Tsai, Y. L.,Hwang, G. J.(2017).Effects of digital game-based learning on students’ motor skills and flow experience.Journal of Education of University of Taipei,56,67-89.
  27. McCraty, R.,Atkinson, M.,Tiller, W. A.,Rein, G.,Watkins, A. D.(1995).The effects of emotions on short-term power spectrum analysis of heart rate variability.The American Journal of Cardiology,76(14),1089-1093.
  28. Mitra, A.,Lenzmeier, S.,Steffensmeier, T.,Avon, R.,Qu, N.,Hazen, M.(2000).Gender and computer use in an academic institution: Report from a longitudinal study.Journal of Educational Computing Research,23(1),67-84.
  29. Norman, D.,Ortony, A.,Russell, D.(2003).Affect and machine design: Lessons for the development of autonomous machines.IBM Systems Journal,42(1),38-44.
  30. Nunnally, J. C.(1978).Psychometric theory.New York, NY:McGraw Hill.
  31. Papastergiou, M.(2009).Digital game-based learning in high school computer science education: Impact on educational effectiveness and student motivation.Computers & Education,52(1),1-12.
  32. Prensky, M.(2001).Digital Game-Based Learning.USA:McGraw-Hill.
  33. Rimé, B.(Ed.),Scherer, K.(Ed.)(1989).Les Émotions Textes de base en psychologie.Paris:Delachaux et Niestle.
  34. Rosenberg, B. H.,Landsittel D.,Averch, T. D.(2005).Can video games be used to predict or improve laparoscopic skills?.Journal of Endourology,19(3),372-376.
  35. Rosser, J. C.,Lynch, P. J.,Cuddihy, L.,Gentile, D. A.,Klonsky, J.,Merrell, R.(2007).The impact of video games on training surgeons in the 21st century.Arch Surg,142(2),181-186.
  36. Song, S.,Lee, J.(2007).Key factors of heuristic evaluation for game design: Towards massively multiplayer online role-playing game.International Journal of Human-Computer Studies,65,709-723.
  37. Sweetser, P.,Wyeth, P.(2005).Game Flow: A model for evaluating player enjoyment in games.Computers in Entertainment,3(3),1-24.
  38. Vasileios, T.,Economides, A. A.(2011).Computer based assessment: Gender differences in perceptions and acceptance.Computers in Human Behavior,27(6),2108-2122.
  39. Vos, N.,Meijden, H.V.D.,Denessen, E.(2011).Effects of constructing versus playing an educational game on student motivation and deep learning strategy use.Computers & Education,56(1),127-137.
  40. Wang, H. Y.,Wang, Y. S.(2008).Gender differences in the perception and acceptance of online games.British Journal of Educational Technology,39(5),787-806.
  41. Wang, Y. S.,Wu, M. C.,Wang, H. Y.(2009).Investigating the determinants and age and gender differences in the acceptance of mobile learning.British Journal of Educational Technology,40(1),92-118.
  42. Wen, H. H.(2011).Evaluating learners’ motivational and cognitive processing in an online game-based learning environment.Computers in Human Behavior,27(2),694-704.
  43. Whitely, B. E., Jr.(1997).Gender differences in computer related attitudes and behavior: A meta-analysis.Computers in Human Behavior,13(1),1-22.
  44. Young, M. F.,Slota, S.,Cutter, A. B.,Jalette, G.,Mullin, G.,Lai, B.,Yukhymenko, M.(2012).Our princess is in another castle: A review of trends in serious gaming for education.Review of Educational Research,82(1),61-89.
被引用次数
  1. Ding Cao,Chih-Ming Chen(2021)。Effects of Design Factors of a Game-based English Vocabulary Learning App on Learning Performance, Sustained Attention, Emotional State, and Memory Retention。圖資與檔案學刊,98,1-38。