题名

COVID-19期間的線上烹飪學習：自我效能、學習興趣、態度與滿意度之關係

并列篇名

On-line Cooking Learning during COVID-19:Relationship between YouTube Self-efficacy, Learning Interest, Attitude and Satisfaction

DOI

10.6902/JNTUST.202012_7(2).0009

作者

王志美(Chih-Mei Wang)；宋修德(Hsiu-Te Sung)

关键词

YouTube ； 烹飪學習 ； 自我效能 ； 學習態度 ； 學習滿意度 ； YouTube ； cooking learning ； self-efficacy ； learning attitude ； learning satisfaction

期刊名称

中科大學報

卷期/出版年月

7卷2期（2020 / 12 / 01）

页次

171 - 188

内容语文

繁體中文
中文摘要

2020年初的新型冠狀病毒（COVID-19）疫情，導致世界各地的人們受到這場全球性傳染病大流行的影響，讓民眾的外食頻率大幅降低，在家「自煮生活」開始成為新興趨勢，因此，人們開始通過社群媒體觀看烹飪教學頻道，並學習烹製健康美味的料理。而YouTube作為全球最熱門的視頻平台，也成為人們學習烹飪技能的免費線上資源。目前多數研究都在探討YouTube應用於正式學習的有效性，但透過YouTube所進行的非正式學習模式的研究探討並不多。因此，本研究在多媒體學習認知情意理論的基礎下，建構一個研究模式，並提出4項研究假設，並透過社交平臺邀請有在觀看YouTube烹飪教學頻道的的參與者填寫問卷，回收331份問卷，刪除無效數據共計68份，有效資料為263份，有效回收率為79.5%，資料先經SPSS23.0進行信度與效度分析後，再以AMOS20.0來檢驗模型適配度及驗證研究模式。研究結果顯示：一、自我效能對學習興趣具有正影響；二、自我效能對學習態度具有正影響；三、學習態度對學習滿意度具有正影響；四、學習興趣對學習滿意度具有正影響。
英文摘要

The COVID-19 pandemic starting in the beginning of 2020 has impacted people’s lives worldwide, leading to the significantly drop in dining-out frequency. As a consequence, cooking at home has become an emerging trend. At such time, people have begun to watch cooking channels via social media and learn to cook healthy and delicious dishes. As a global popular video platform, YouTube has become a free online source for people to learn cooking skills. Most current research are exploring the effectiveness of applying YouTube to formal learning, and there is not much research or discussion on the use of YouTube as an informal learning model. Therefore, this study constructed a research model on the basis of cognitive-affective theory of learning with media(CATLM), proposed 4 research hypotheses and invited the participants watching YouTube cooking channel to answer the questionnaire. 331 questionnaires were recovered. After 68 invalid questionnaires were deleted, there were 263 valid questionnaires and the effective recovery rate was 79.5%. The data were firstly analyzed for reliability and validity with SPSS23.0 And then AMOS 20.0 was adopted to test the model fit and verify the research model. The research results indicated that (1) YouTube self-efficacy was positively related with learning interest; (2) YouTube self-efficacy was positively related with learning attitude; (3) learning attitude was positively related with learning satisfaction; (4) learning interest was positively related with learning satisfaction.
主题分类 社會科學 > 社會科學綜合
参考文献
  1. Abedi, G.,Rostami, F.,Nadi, A.(2015).Analyzing the dimensions of the quality of life in hepatitis B patientsusing confirmatory factor analysis.Global Journal of Health Science,7(7),22-31.
  2. Ainley, M.(2006).Connecting with learning: Motivation, affect and cognition in interest processes.Educational Psychology Review,18(4),391-405.
  3. Ainley, M.,Patrick, L.(2006).Measuring self-regulated learning processes through tracking patterns of student interaction with achievement activities.Educational Psychology Review,18,267-286.
  4. Ajjan, H.,Hartshorne, R.(2008).Investigating faculty decisions to adopt Web 2.0 technologies: Theory and empirical tests.The Internet and Higher Education,11(2),71-80.
  5. Ajzen, H.,Fishbein, M.(1980).Understanding attitudes and predicting social behavior.London, UK:Pearson.
  6. Akin, A.,Kurbanoglu, I. N.(2011).The relationships between math anxiety, math attitudes, and self-efficacy: A structural equation model.Studia Psychologica,53(3),263-273.
  7. Asselin, M.,Dobson, T.,Meyers, E. M.,Teixiera, C.,Ham, L.(2011).Learning from YouTube: An analysis of information literacy in user discourse.Proceedings of the 2011 iConference,Pretoria, ZA:
  8. Bandura, A.(1977).Self-efficacy: Toward a unifying theory of behavioral change.Psychological Review,84(2),191-215.
  9. Bandura, A.,Freeman, W. H.,Lightsey, R.(1999).Self-efficacy: The exercise of control.Journal of Cognitive Psychotherapy,13(2),158-166.
  10. Benkhelifa, R.,Laallam, F. Z.(2018).Opinion extraction and classification of real-time youtube cooking recipes comments.International conference on advanced machine learning technologies and applications,Cham, CH:
  11. Bowers-Campbell, J.(2008).Cyber “pokes”: Motivational antidote for developmental college readers.Journal of College Reading and Learning,39(1),74-87.
  12. Burke, S. C.,Snyder, S. L.(2008).YouTube: An innovative learning resource for college health education courses.International Electronic Journal of Health Education,11,39-46.
  13. Chong, M. C.,Francis, K.,Cooper, S.,Abdullah, K. L.,Hmwe, N. T. T.,Sohod, S.(2016).Access to, interest in and attitude toward e-learning for continuous education among Malaysian nurses.Nurse Education Today,36,370-374.
  14. Cor, M. K.(2016).Trust me, it is valid: Research validity in pharmacy education research.Currents in Pharmacy Teaching and Learning,8(3),391-400.
  15. Dynel, M.(2014).Participation framework underlying YouTube interaction.Journal of Pragmatics,73,37-52.
  16. Dziuban, C.,Moskal, P.,Kramer, L.,Thompson, J.(2013).Student satisfaction with online learning in the presence of ambivalence: Looking for the will-o'-the-wisp.The Internet and Higher Education,17,1-8.
  17. Green, S. B.,Salkind, N.(2004).Using SPSS for Windows and Macintosh: Analyzing and understanding data.Englewood Cliffs, NJ:Prentice-Hall.
  18. Hair, J. F., Jr,Sarstedt, M.,Hopkins, L.,Kuppelwieser, V. G.(2010).Partial least squares structural equation modeling (PLS-SEM): An emerging tool in business research.European Business Review,26(2),106-121.
  19. Hair, J. F.,Black, W. C.,Babin, B. J.,Anderson, R. E.(2010).Anderson multivariate data analysis.Upper Saddle River, NJ:Prentice Hall.
  20. Hair, J. F.,Ringle, C. M.,Sarstedt, M.(2011).PLS-SEM: Indeed a silver bullet.Journal of Marketing theory and Practice,192,139-152.
  21. Hassanien, A. E.(ed.)(2019).Machine learning paradigms: Theory and application.Cham, CH:Springer.
  22. Heissen, R. K., Jr,Glass, C. R.,Knight, L. A.(1987).Assessing computer anxiety: Development and validation of the computer attitude rating scale.Computer in Human Behavior,3(1),49-59.
  23. Hidi, S.(1990).Interest and its contribution as a mental resource for learning.Review of Educational Research,60(4),549-571.
  24. Hidi, S.(ed.),Boscolo, P.(ed.)(2006).Writing and motivation.Leiden, NL:Brill.
  25. Hobbs, R.(ed.),Mihailidis, P.(ed.)(2019).The international encyclopedia of media literacy.Hoboken, NJ:John Wiley & Sons, Inc..
  26. Hong, Chen,Y(2020).Acceptance of YouTube applied to dance learning.International Journal of Information and Education Technology,10(1),7-13.
  27. Hong, J. C.,Hwang, M. Y.,Liu, M. C.,Ho, H. Y.,Chen, Y. L.(2014).Using a “prediction–observation–explanation” inquiry model to enhance student interest and intention to continue science learning predicted by their Internet cognitive failure.Computers & Education,72,110-120.
  28. Hong, J. C.,Hwang, M. Y.,Szeto, E.,Tsai, C. R.,Kuo, Y. C.,Hsu, W. Y.(2016).Internet cognitive failure relevant to self-efficacy, learning interest, and satisfaction with social media learning.Computers in Human Behavior,55,214-222.
  29. Hong, J. C.,Tsai, C. R.,Fan-Chiang, C.,Hwang, M. Y.(2016).Mindfulness in learning safe sex via social media: Perspectives of personality and experiential value.Computers in Human Behavior,64,337-346.
  30. Katz, E.,Haas, H.,Gurevitch, M.(1973).On the use of the mass media for important things.American Sociological Review,38,164-181.
  31. Kaur, G.,Kaushik, A.,Sharma, S.(2019).Cooking is creating emotion: A study on hinglish sentiments of youtube cookery channels using semi-supervised approach.Big Data and Cognitive Computing,3(3),37.
  32. Kenny, D. A.,Kaniskan, B.,McCoach, D. B.(2014).The performance of RMSEA in models with small degrees of freedom.Sociological Methods & Research,44(3),486-507.
  33. Kim, H. R.,Choi, E. Y.,Kang, H. Y.,Kim, S. M.(2011).The relationship among learning satisfaction, learning attitude, self-efficacy and the nursing students' academic achievement after simulation-based education on emergency nursing care.The Journal of Korean Academic Society of Nursing Education,17(1),5-13.
  34. Kim, J.,Lee, W.(2011).Assistance and possibilities: Analysis of learning-related factors affecting the online learning satisfaction of underprivileged students.Computers & Education,57(4),2395-2405.
  35. Lang, T.,Caraher, M.(2001).Is there a culinary skills transition? Data and debate from the UK about changes in cooking culture.Journal of the HEIA,8(2),2-14.
  36. Latham, G. P.,Brown, T. C.(2006).The effect of learning vs. outcome goals on self‐efficacy, satisfaction and performance in an MBA program.Applied Psychology,55(4),606-623.
  37. Lavelle, F.,Spence, M.,Hollywood, L.,McGowan, L.,Surgenor, D.,McCloat, A.,Dean, M.(2016).Learning cooking skills at different ages: A cross-sectional study.International Journal of Behavioral Nutrition and Physical Activity,13(1),119.
  38. Lee, P. C.,Sun, S.,Law, R.,Lee, A. H.(2016).Educational technology in hospitality management programs: Adoption and expectations.Journal of Teaching in Travel & Tourism,16(2),116-142.
  39. Li, G.,Hong, R.,Zheng, Y. T.,Yan, S.,Chua, T. S.(2010).Learning cooking techniques from youtube.International conference on multimedia modeling,Berlin, DE:
  40. Liberatore, M. W.,Marr, D. W.,Herring, A. M.,Way, J. D.(2013).Student-created homework problems based on YouTube videos.Chemical Engineering Education,47(2),122-132.
  41. Love, E. G.,Love, D. W.,Northcraft, G. B.(2010).Is the end in sight? Student regulation of in-class and extra-credit effort in response to performance feedback.Academy of Management Learning & Education,9(1),81-97.
  42. Mao, J.(2014).Social media for learning: A mixed methods study on high school students’ technology affordances and perspectives.Computers in Human Behavior,33,213-223.
  43. Marston, H. R.,Musselwhite, C.,Hadley, R. A.(2020).,Hampshire, UK:The British Society of Gerontology.
  44. Mazer, J. P.,Murphy, R. E.,Simonds, C. J.(2007).I'll see you on “Facebook”: The effects of computer-mediated teacher self-disclosure on student motivation, affective learning, and classroom climate.Communication Education,56(1),1-17.
  45. Moreno, R.(2006).Does the modality principle hold for different media? A test of the method‐affects‐learning hypothesis.Journal of Computer Assisted Learning,22(3),149-158.
  46. Moreno, R.,Mayer, R.(2007).Interactive multimodal learning environments.Educational Psychology Review,19(3),309-326.
  47. Orús, C.,Barlés, M. J.,Belanche, D.,Casaló, L.,Fraj, E.,Gurrea, R.(2016).The effects of learner-generated videos for YouTube on learning outcomes and satisfaction.Computers & Education,95,254-269.
  48. Park, B.,Flowerday, T.,Brünken, R.(2015).Cognitive and affective effects of seductive details in multimedia learning.Computers in Human Behavior,44,267-278.
  49. Park, B.,Plass, J. L.,Brünken, R.(2014).Cognitive and affective processes in multimedia learning.Learning and Instruction,29,125-127.
  50. Piccoli, G.,Ahmad, R.,Ives, B.(2001).Web-based virtual learning environments: A research framework and a preliminary assessment of effectiveness in basic IT skills training.MIS Quarterly,25(4),401-426.
  51. Prior, D. D.,Mazanov, J.,Meacheam, D.,Heaslip, G.,Hanson, J.(2016).Attitude, digital literacy and self efficacy: Flow-on effects for online learning behavior.The Internet and Higher Education,29,91-97.
  52. Romero, M. Y. M.,Francis, L. A.(2020).Youth involvement in food preparation practices at home: A multi-method exploration of Latinx youth experiences and perspectives.Appetite,144,104439.
  53. Rotgans, J. I.,Schmidt, H. G.(2014).Situational interest and learning: Thirst for knowledge.Learning and Instruction,32,37-50.
  54. Rottinghaus, P. J.,Larson, L. M.,Borgen, F. H.(2003).The relation of self-efficacy and interests: A meta-analysis of 60 samples.Journal of Vocational Behavior,62(2),221-236.
  55. Sansone, C.,Smith, J. L.,Thoman, D. B.,MacNamara, A.(2012).Regulating interest when learning online: Potential motivation and performance trade-offs.The Internet and Higher Education,15(3),141-149.
  56. Schraw, G.,Flowerday, T.,Lehman, S.(2001).Increasing situational interest in the classroom.Educational Psychology Review,13(3),211-224.
  57. Silvia, P.(2005).What is interesting? Exploring the appraisal structure of interest.Emotion,5,89-102.
  58. Siswanto, B.,Thariqa, P.(2018).Association rules mining for identifying popular ingredients on YouTube cooking recipes videos.2018 Indonesian association for pattern recognition international conference,Piscataway, NJ:
  59. Smith, D. K.(2014).iTube, YouTube, WeTube: Social media videos in chemistry education and outreach.Journal of Chemical Education,91(10),1594-1599.
  60. Smith, K. (2020). Youtube statistics. Retrieved from https://www.brandwatch.com/blog/Youtube-stats/(accessed on 12 November 2020)
  61. Sörensen, P. M.,Mouritsen, O. G.(2019).Science education and public understanding of science via food, cooking, and flavour.International Journal of Gastronomy and Food Science,15,36-47.
  62. Srinivasacharlu, A.(2020).Using YouTube in Colleges of Education.Shanlax International Journal of Education,8(2),21-24.
  63. Sun, J. C. Y.,Rueda, R.(2012).Situational interest, computer self‐efficacy and self‐regulation: Their impact on student engagement in distance education.British Journal of Educational Technology,43(2),191-204.
  64. Surgenor, D.,Hollywood, L.,Furey, S.,Lavelle, F.,McGowan, L.,Spence, M.,Dean, M.(2017).The impact of video technology on learning: A cooking skills experiment.Appetite,114,306-312.
  65. Thompson, L. F.,Meriac, J. P.,Cope, J. G.(2002).Motivating online performance: The influences of goal setting and Internet self-efficacy.Social Science Computer Review,20(2),149-160.
  66. Torres-Ramírez, M.,García-Domingo, B.,Aguilera, J.,De La Casa, J.(2014).Video-sharing educational tool applied to the teaching in renewable energy subjects.Computers & Education,73,160-177.
  67. Tower, M.,Latimer, S.,Hewitt, J.(2014).Social networking as a learning tool: Nursing students' perception of efficacy.Nurse Education Today,34(6),1012-1017.
  68. Wang, C. M.,Ye, J. N.,Ye, J. H..Hands-on making leather goods: Learning from YouTube videos.International Journal of Information and Education Technology
  69. Weiner, I. B.(ed.),Craighead, W. E.(ed.)(2010).The corsini encyclopedia of psychology.Hoboken, NJ:John Wiley & Sons.
  70. Weitz, D.(2019).Science and cooking: From haute cuisine to soft matter science.Bulletin of the American Physical Society,64(4)
  71. Worsley, A.,Wang, W.,Ismail, S.,Ridley, S.(2014).Consumers' interest in learning about cooking: The influence of age, gender and education.International Journal of Consumer Studies,38(3),258-264.
  72. Wu, Y. T.,Tsai, C. C.(2006).University students' Internet attitudes and internet self-efficacy: A study at three universities in Taiwan.Cyberpsychology & Behavior,9(4),441-450.
  73. Zimmerman, B. J.(2000).Self-efficacy: An essential motive to learn.Contemporary Educational Psychology,25(1),82-91.
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