研究生: |
葉栢維 Ye, Bo-Wei |
---|---|
論文名稱: |
雲端行動學習對學習表現與自我調整學習影響之研究 The Effects of Cloud-Based M-Learning on Learning Performance and Self-Regulated Learning |
指導教授: |
張玉山
Chang, Yu-Shan |
學位類別: |
碩士 Master |
系所名稱: |
科技應用與人力資源發展學系 Department of Technology Application and Human Resource Development |
論文出版年: | 2018 |
畢業學年度: | 106 |
語文別: | 中文 |
論文頁數: | 118 |
中文關鍵詞: | 雲端行動學習 、自我調整學習策略 、學習表現 |
英文關鍵詞: | cloud-based m-learning, self-regulated learning strategy, learning performance |
DOI URL: | http://doi.org/10.6345/THE.NTNU.DTAHRD.003.2018.F06 |
論文種類: | 學術論文 |
相關次數: | 點閱:213 下載:3 |
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本研究旨在探究雲端行動學習對大學生學習表現與自我調整學習的影響。本研究採用不等組前後測準實驗設計,實驗對象為臺北市某國立大學選修運輸科技課程之大學生,透過隨機分組分為實驗組與對照組,進行教學和實作活動。本研究以水陸兩用車當作教學實驗之單元。實驗組採用雲端行動學習平台進行討論,而對照組採用實體討論。本研究蒐集課程活動前自我調整學習問卷結果和太陽能車的成績作為前測分數,在課程活動後自我調整學習問卷結果和水陸兩用車的成績作為後測分數。量化資料分析部分,採用SPSS 22.0 for Windows統計軟體進行標準差、平均數、和獨立樣本單因子共變數分析,在質化資料分析部分,採用檢視資料、資料編碼和資料分析,依據研究結果,闡述研究發現。
本研究主要結論如下所述:1. 雲端行動學習對學習表現無顯著的影響。2. 雲端行動學習對自我調整學習無顯著的影響。3. 比較高與低學習表現的學生在自我調整策略有不同的選擇,發現在後設認知策略、動機信念管理策略和環境與資源管理策略有顯著不同。本研究針對研究結果,對於未來教學加入雲端行動學習和後續研究提供建議。
The purpose of the research was to investigate the impact of cloud-based m-learning on learning performance and self-regulated learning among college students. A nonequivalent pretest-posttest quasi-experimental design was applied in the research. The experimental objects were students in a transportation technology course of a national university in Taipei. They were assigned randomly in two groups, an experimental group and a control group to conduct teaching and practical activities. The research was conducted with Amphibious Vehicle as a teaching content. The experimental group used cloud-based m-learning for discussion, while the control group used the traditional way. This study used self-regulated learning questionnaire results and Solar Car test scores as pretest before the class, and the study used self-regulated learning questionnaire results and Amphibious vehicle test scores as posttest after the class. The SPSS 22.0 for Windows was used to proceed standard deviation, average and the one-way analysis of covariance (ANCOVA) in the quantitative data analysis. We used viewing data, data coding and data analysis in the qualitative data analysis.
The main conclusions of this study were:1. Cloud-based m-learning has no significant effects on students' learning performances. 2. Cloud-based m-learning has no significant effects on self-regulated learning. 3. Students with higher and lower learning performances had different fom choosing self-regulated strategies. There were significant differences in using metacognition strategies, motivation and belief management strategies and environment and resource management strategies. According to the results, several suggestions were given to the implementation of the cloud-based m-learning and to the further research.
一. 中文部分
王金國(2001)。成功學習的關鍵~自我調整學習。課程與教學,5(1),145-164。
行政院經濟建設委員會(2011)。打造台灣成為全球雲端運算服務重鎮
(2011年10月11日新聞稿)。2013年5月141日,取自http://www.cepd.gov.tw/m1.aspx?sNo=0016010
伍柏翰(2017)。結合即時診斷機制的行動學習與自我調整學習模式對學生運用概念圖的學習成就與行為之影響。數位學習科技期刊,9(2),1-27。
邱皓政(2001)。量化研究與統計分析。台北市:五南。
吳明隆、涂金堂(2012)。SPSS與統計應用分析(二版)。台北市:五南。
林心茹(譯)(2000)。自律學習(原作者:B. J. Zimmerman, S. Bonner, R. Kovach)。臺北市:遠流。(原著出版年:1996)
林建平(2005)。自律學習的理論與研究趨勢。國教新知,52(2),8-25。
林易慧、程炳林(2006)。課室目標線索與個人目標導向對國小學童解題成就及自我調整學習之交互效果。教育心理學報,37(3),231-255。
林清文(2002)。自我調整課業學習模式在課業學習諮商的應用。彰化師大輔導學報,23,229-275。
林坤誼、游光昭(2014)。不同學習型態學習者在網路化統整課程中學習成就之研究。中華民國第二十屆科學教育學術研討會,國立高雄師範大學。
陳偉瑀(2011)。目標難度與自我監控對桌球初學者學習表現的影響。大專體育學刊,13(3),267-276。
陳志恆、林清文(2008)。國中學生自我調整學習策略量表之編製及效度研究。輔導與諮商學報,30(2),1-36。
陳慧娟(2015)。「師生共同增能」與「學生增能」教學實驗方案促進偏遠地區國中學生知識信念、自我調整策略與科學學習成就之比較研究。教育科學研究期刊 ,60(4),21-53。
張新仁(2005)。國科會教育學門-學習策略主題研究成果之綜合分析。載於國立臺南大學教育系主編之94年度國科會教育學門課程與教學領域專題計畫成果發表會會議手冊,臺南市。
張菀珍、葉榮木(2014)。應用多媒體行動學習系統輔助大學生情緒管理學習成效與評量之探究。教育科學研究期刊,59(4),99-136。
許于仁、黃一倚(2017)。探討擴增實境式行動學習在博物館導覽中對學習風格與學習成效之影響。臺灣教育評論月刊 ,6(1),202-222。
區國良、蕭顯勝、曾郁庭、陳仁澤(2017)。情境感知 Facebook 社群網路英文字彙學習系統對學習成效影響之研究。數位學習科技期刊,
9(1),33-69。
程炳林、林清山(2001)。中學生自我調整學習量表之建構及其信、效度研究。測驗年刊,48(1),1-41。
曾志朗、洪蘭(2006)。見人見智:大腦與心智的行動交響曲。臺北市:天下遠見。
黃重憲(2009)。淺談雲端運算(Cloud Computing)。國立台灣大學計算機及資訊網路中心電子報。取自http://www.cc.ntu.edu.tw/chinese/epaper/0008/20090320_8008.htm
楊茹茵、 葉耀明、 楊勝評、顏嬿真(2015)。任務型教學法結合情境感知行動學習對觀光系學生學習成效之研究。教育傳播與科技研究 ,111,69-90。
鄭友超、呂淑娟、林宏旻(2010)。情境學習理論應用於數位學習對高職特教班學生學習成效影響之研究。數位學習科技期刊,2(3),100-119。
劉佩雲(2002)。自我調整學習的課程與教學。課程與教學,5(3),35-48。
二. 外文部分
Al Tayeb, A., Alghatani, K., El-Seoud, S., & El-Sofany, H. (2013). The impact of cloud computing technologies in e-learning. International Journal of Emerging Technologies in Learning (IJET), 8, 37-43.
Armbrust, M., Fox, A., Griffith, R., Anthony D. J., Katz, R., Konwinski, A.,…Zaharia, M. (2010). A view of cloud computing. Communications of the ACM, 53, 50-58.
Adıgüzel, A., & Orhan, A. (2017). The relation between English learning students’ levels of self-regulation and metacognitive skills and their English academic achievements. Journal of Education and Practice, 8(9), 115-125.
Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 84(2), 191-215.
Bandura, A., & Locke E. A. (2003). Negative Self-Efficacy and Goal Effects Revisited. Journal of Applied Psychology, 88(1), 87-99.
Bembenutty, H., & Karabenick, S. A. (2004). Inherent association between academic delay of gratification, future time perspective, and self-regulated learning. Educational Psychology Review, 16(1), 35-57.
Best, J., & Kahn, J. V. (2006). Research in education. Boston: Allyn & Bacon.
Bryman, A., & Cramer, D. (1997). Quantitative data analysis with SPSS for Windows. London, Routledge.
Carmines, E. G., & Zeller, R. A. (1979). Reliability and validity assessment. Beverly Hills, CA: Sage.
Chang, C. S., Chen, T. S., & Hsuc, W. H. (2011). The study on integrating WebQuest with mobile learning for environmental education. Computers & Education, 57(1), 1128-1239.
Cigdem, H. (2015). How does self-regulation affect computer-programming achievement in a blended context? Contemporary Educational Technology, 6(1), 19-37.
Denton, D. W. (2012). Enhancing instruction through constructivism, cooperative learning, and cloud computing. TechTrends, 56(4), 34-41.
Deshmukh, V. J., Kaushik, S. S., & Tayade, A. M. (2013). Cloud computing system for e-learning: A design and development approach. International Journal, 3(5), 1-9.
Dignath, C., Buettner, G., & Langfeldt, H. (2008). How can primary school students learn self-regulated learning strategies most effectively?: A meta-analysis on self-regulation training programmes. Educational Research Review, 3, 101-129.
Ertmer, P. A., Newby, T. J., Liu, W., Tomory, A., Yu, J., & Lee, Y. (2011). Students’ confidence and perceived value for participating in cross-cultural wiki-based collaborations. Educational Technology Research and Development, 59, 213-228.
Fardoun, H. M., Lopez, S. R., Alghazzawi, D. M., & Castillo, J. R. (2012). Education system in the cloud to improve student communication in the institutes of: C-LearniXML++. Procedia-Social and Behavioral Sciences, 47, 1762-1769.
Greene, B. A., Miller, R. B., Crowson, H. M., Duke, B. L., & Akey, K. L. (2004). Predicting high school students' cognitive engagement and achievement: Contributions of classroom perceptions and motivation. Contemporary Educational Psychology, 29, 462-482.
Han, I., & Won, S. S. (2016). The use of a mobile learning management system and academic achievement of online students. Computers & Education, 102, 79-89.
Hirsch, B., & Ng, J. W. P. (2011, Dec.). Education beyond the cloud: Anytime-anywhere learning in a smart campus environment. Paper presented at the Internet Technology and Secured Transactions (ICITST), 2011 International Conference for, United Arab Emirates.
Hong, Z. (2016). Factors influencing self-regulation in e-learning 2.0: Confirmatory factor model. Canadian Journal of Learning and Technology, 42(2), 21.
Hong, E., & Ditzler, C. (2013). Incorporating technology and web tools in creativity instruction. In K. H. Kim, J. C. Kaufman, J. Baer, & B. Sriraman (Eds.), Creatively gifted students are not like other gifted students (pp. 17-37). Sense Publishers.
Huang, Y. M., Chen, H. C., Hwang, J. P., & Huang, Y. M. (2013). Application of cloud technology, social networking sites and sensing technology to e-learning. In R. Huang, Kinshuk, & J. M. Spector (Eds.), Reshaping Learning (pp. 343-364). New York: Springer Berlin Heidelberg.
Hu, H., & Driscoll, M. P. (2013). Self-regulation in e-learning environments: A remedy for community college? Journal of Educational Technology & Society, 16(4), 171-184.
Järvelä, S., Järvenoja, H., Malmberg, J., Isohätälä, J., & Sobocinski, M. (2016). How do types of interaction and phases of self-regulated learning set a stage for collaborative engagement? Learning and Instruction, 43, 39-51.
Jiao, B., Wang, H., An, S., & Fang, H. (2011, August). Research on distance collaborative activities for teacher education based on online video and cloud computing environment. In Computer Science & Education (ICCSE), 2011 6th International Conference on (pp. 180-185). IEEE.
Kaiser, H. F. (1974). Little jiffy, mark IV. Educational and Psychological Measurement, 34, 111-117.
Lapan, R. T., Kardash, C. A. M., & Turner, S. (2002). Empowering students to become self-regulated learners. Professional School Counseling, 5(4), 257-265.
Lee, D. S., Lee, K. C., Seo, Y. W., & Choi, D. Y. (2015). An analysis of shared leadership, diversity, and team creativity in an e-learning environment. Computers in Human Behavior, 42, 47-56.
Liaw, S. S., & Huang, M. M. (2013). Perceived satisfaction, perceived usefulness and interactive learning environments as predictors to self-regulation in e-learning environments. Computers & Education, 60(1), 14-24.
Lin, J. W., Huang, H. H., & Chuang Y. S. (2015). The impacts of network centrality and self-regulation on an e-learning environment with the support of social network awareness. British Journal of Educational Technology, 46(1), 32-44.
Lin, J. W., & Tsai, C. W. (2016). The impact of an online project-based learning environment with group awareness support on students with different self-regulation levels: An extended-period experiment. Computers & Education, 99, 28-38.
Lin, Y. T., Wen, M. L., Jou, M., & Wu, D. W. (2014). A cloud-based learning environment for developing student reflection abilities. Computers in Human Behavior, 32, 244-252.
Liu, S. H., & Lee, G. G. (2013). Ipad infuse creativity in solid geometry teaching. The Turkish Online Journal of Educational Technology, 12(2), 177-192.
Mahmoodi, M. H., Kalantari, B., & Ghaslani, R. (2014). Self-regulated learning (SRL), motivation and language achievement of Iranian EFL learners. Procedia - Social and Behavioral Sciences, 98, 1062-1068.
Miller, R. B., & Brickman, S. J. (2004). A Model of Future-Oriented Motivation and Self-Regulation. Educational Psychology Review, 16(1), 9-33.
Mircea, M. (2012). SOA adoption in higher education: A practical guide to service- oriented virtual learning environment. Procedia - Social and Behavioral Sciences, 31, 218-223.
Miyazoe, T., & Anderson, T. (2012). Discuss, reflect, and collaborate: A qualitative analysis of forum, blog, and wiki use in an EFL blended learning course. Procedia - Social and Behavioral Sciences, 34, 146-152.
Mozhgan, A., Parivash, J., Nadergholi, G., & Jowkar, B. (2011). Student leadership competencies development. Procedia - Social and Behavioral Sciences, 15, 1616-1620.
Ng, E. W. (2016). Fostering pre-service teachers' self-regulated learning through self- and peer assessment of wiki projects. Computers & Education, 98, 180-191.
Nyagwencha, J., Cook, T., Machage, B., Swanier, C., & Seals, C. (2012, June). Supporting informal learning using a cloud tool: An empirical usability study. Paper presented at the World Conference on Educational Multimedia, Hypermedia and Telecommunications, Colorado, United States.
Pintrich, P. R. (1999). The role of motivation in promoting and sustaining self-regulated learning. International Journal Educational Research, 31, 459-470.
Pintrich, P. R. (2000). The role of goal orientation in self-regulated learning. In M. Boekaerts, P. R. Pintrich, & M. Zeidner (Eds.), Handbook of self-regulation (pp. 451-502). San Diego, CA: Academic Press.
Pintrich, P. R. (2004). A conceptual framework for assessing motivation and self-regulated learning in college students. Educational Psychology Review, 16(4), 385-407.
Rajam, S., Cortez, R., Vazhenin, A., & Bhalla, S. (2010, August). E-learning computational cloud (eLC2): Web services platform to enhance task collaboration. Paper presented at the Web Intelligence and Intelligent Agent Technology (WI-IAT), 2010 IEEE/WIC/ACM International Conference on, Toronto, ON.
Rani, M., Nayak, R., & Vyas, O. P. (2015). An ontology-based adaptive personalized e-learning system, assisted by software agents on cloud storage. Knowledge-Based Systems, 90, 33-48.
Rao, N. M., Sasidhar, C., & Kumar, V. S. (2010). Cloud computing through mobile-learning. International Journal of Advanced Computer Science and Applications, 1(6), 42-47.
Reid, R., Lienemann, T. O., & Hagaman, J. L. (2013). Strategy instruction forstudents with learning disabilities. New York: Guilford Pub.Ribón, J. C. R., Villalba, L. J. G., & Kim, T. H. (2013). Virtual learning communities: Unsolved troubles. Multimedia Tools and Applications, 74(19), 8505-8519. doi: 10.1007/s11042-013-1543-4
Schunk, D. H. (2011). Learning theories: An educational perspective. London: Pearson.
Schunk, D. H., & Ertmer, P. A. (2000). Self-regulation and academic learning. In M. Boekaerts, P. R. Pintrich, & M. Zeidner (Eds.), Handbook of self-regulation (pp. 631-649). San Diego, CA: Academic Press.
Schunk, D. H., Pintrich, P. R., & Meece, J. L. (2008). Motivation in education: Theory, research, and applications. Upper Saddle River, NJ: Pearson.
Schunk, D. H., & Zimmerman, B. J. (Eds.). (1998). Self-regulated learning: From teaching to self-reflective practice. New York: Guilford Press.
Schunk, D. H., & Zimmerman, B. J. (2008). Motivation and self-regulated learning: Theory, research, and applications. New York: Lawrence Erlbaum Associates.
Shorfuzzaman, M., Alelaiwi, A., Masud, M., Hassan, M. M., & Hossain, M. S. (2014). Usability of a cloud-based collaborative learning framework to improve learners’ experience. Computers in Human Behavior, 51(8), 967-976. doi: 10.1016/j.chb.2014.10.002
Shadiev, R., Hwang, W. Y., Huang, Y. M., & Liu, T. Y. (2015). The impact of supported and annotated mobile learning on achievement and cognitive load. Journal of Educational Technology & Society, 18(4), 53-69.
Siegle, D. (2010). Cloud computing: A free technology option to promote collaborative learning. Gifted Child Today, 33(4), 41-45.
Siadatya, M., Gaševićb, D., & Hatala, M. (2016). Measuring the impact of technological scaffolding interventions on micro-level processes of self-regulated workplace learning. Computers in Human Behavior, 59, 469-482.
Soni, P., & Gupta, P. (2013, January). E-learning through cloud computing: Shaping the future of learning for learner of tomorrow. Paper presented at the 2012 International Conference on Information Technology and Management Science (ICITMS 2012) Proceedings, Chongqing, China.
Stantchev, V., Prieto-González, L., & Tamm, G. (2015). Cloud computing service for knowledge assessment and studies recommendation in crowdsourcing and collaborative learning environments based on social network analysis. Computers in Human Behavior, 51, 762-770.
Sultan, N. (2010). Cloud computing for education: A new dawn? International Journal of Information Management, 30(2), 109-116.
Sun, J., Chang, K. Y., & Chen, Y. H. (2015). GPS sensor-based mobile learning for English: An exploratory study on self-efficacy, self-regulation and student achievement. Research & Practice in Technology Enhanced Learning, 10(1), 1-18.
Thurmond, V. (2001). The point of triangulation. Journal of Nursing
Scholarship, 33(3), 254-256.
Van Dalen, D. B. (1979). Understanding educational research: An introduction. New York: McGraw-Hill.
Wang, M., Chen, Y., & Khan, M. J. (2014). Mobile cloud learning for higher education: A case study of Moodle in the cloud. The International Review of Research in Open and Distributed Learning, 15(2), 255-267. doi: http://dx.doi.org/10.19173/irrodl.v15i2.1676
Wang, M., & Ng, J. W. P. (2012, June). Intelligent mobile cloud education: Smart anytime-anywhere learning for the next generation campus environment. Paper presented at the Intelligent Environments (IE), 2012 8th International Conference on, Mexico.
Winters, F. I., Greene, J. A., & Costich, C. M. (2008). Self-regulation of learning within computer-based learning environments: A critical analysis. Educational Psychology Review, 20, 429-444.
Zhua, Y., Aub, W., & Yatesb, G. (2016). University students' self-control and self-regulated learning in a blended course. The Internet and Higher Education, 30, 54-62.
Zimmerman, B. J. (1989). Models of self-regulated learning and academic achievement. In B. J. Zimmerman & D. H. Schunk (Eds.), Self-regulated learning and academic achievement: Theory, research and practice (pp. 1-25). New York, NY: Springer-Verlag.
Zimmerman, B. J. (1990). Self-regulated learning and academic achievement: An overview. Educational Psychologist, 25(1), 3-17. doi: 10.1207/ s15326985ep2501_2
Zimmerman, B. J. (1998). Developing self-fulfilling cycles of academic regulation: An analysis of exemplary instructional models. In D. H. Schunk & B. J. Zimmerman (Eds.), Self-regulated learning: From teaching to self-reflective practice (pp. 1-19). New York: Guilford Publications.
Zimmerman, B. J. (2000). Attainment of self-regulation: A social cognitive perspective. In M. Boekaerts, P. R. Pintrich, & M. Zeidner (Eds.), Handbook of self-regulation (pp. 13-39). San Diego, CA: Academic Press.
Zimmerman, B. J. (2001). Theories of self-regulated learning and academic achievement: An overview and analysis. In B. J. Zimmerman & D. H. Schunk (Eds.), Self-regulated learning and academic achievement: Theoretical perspectives (2nd ed.) (pp. 1-38). Mahwah, NJ: Erlbaum.
Zimmerman, B. J. (2002). Becoming a self-regulated learner: An overview. Theory Into Practice, 41(2), 64-70.
Zimmerman, B. J., & Risemberg, R. (1997). Becoming a self-regulated writer: A social cognitive perspective. Contemporary Educational Psychology, 22, 73-101.