跳到主要內容

臺灣博碩士論文加值系統

(216.73.216.103) 您好!臺灣時間:2025/11/21 13:12
字體大小: 字級放大   字級縮小   預設字形  
回查詢結果 :::

詳目顯示

我願授權國圖
: 
twitterline
研究生:江成欣
研究生(外文):Cheng-hsin Chiang
論文名稱:運用多準則決策方案評估數位學習效果之研究
論文名稱(外文):MCDM Approach for Evaluating Effects in E-Learning
指導教授:曾國雄曾國雄引用關係
指導教授(外文):Gwo-hshiung Tzeng
學位類別:碩士
校院名稱:國立交通大學
系所名稱:科技管理研究所
學門:商業及管理學門
學類:其他商業及管理學類
論文種類:學術論文
論文出版年:2005
畢業學年度:93
語文別:英文
論文頁數:102
中文關鍵詞:數位學習層級分析法模糊積分決策實驗室分析法多準則評估
外文關鍵詞:E-learningAnalytic Hierarchy ProcedureFuzzy IntegralDEMATELMCDM
相關次數:
  • 被引用被引用:1
  • 點閱點閱:225
  • 評分評分:
  • 下載下載:0
  • 收藏至我的研究室書目清單書目收藏:8
隨著網路頻寬的增加,網路上各種豐富的資源使得數位學習成為廿一世紀學習與教育訓練的趨勢。近年來世界各國,包括美國、歐盟、我國等,都開始積極推動數位學習,希望全民開始透過網路學習自己所需要的知識。由於數位學習的積極推廣,各企業也開始在公司內部推動數位學習,以減少教育訓練的成本,課程可以重複播放,不限時間、地點的學習,均使數位學習成為企業積極導入到教育訓練的一種新方式,因此,如何評估數位學習導入後的成效,成為目前相當重要的課題。本研究參考國內外文獻,找出影響數位學習成效的相關因素,並利用因子分析將其分成九個因子,再以AHP法決定權重。為探討因子下各因素的相互影響關係,本研究運用決策實驗室分析法(DEMATEL),結合模糊積分的概念,計算出相互影響因素之間的權重,並配合滿意度的調查問卷,得到數位學習課程的整體績效。本研究以元富證券數位學習課程中的新進人員訓練以及總務部業務訓練為主要評估標的,以得知數位學習因子及因素的成效情形。由實證結果證明,此一模型可提供數位學習課程的成效評估方式,並有效提出尚待加強的因子,以做為改進的空間與提升數位學習之總體成效。
According to the development of Internet, plenty and useful information let e-learning becomes a trend of learning and training in 21st century. In recent years, USA, Europa and Taiwan, etc. has started to promote e-learning. They hope masses could learn what they want to know through Internet. Due to the promotion of e-learning, each corporation has started to promote e-learning, so the training costs could be reduced, the courses could reuse, and the learners could learn without any limitation. As a result, e-learning became a new method to do training in corporations. Therefore, how to evaluate the effectiveness of e-learning is a very important issue. For this purpose, according to literature review, this research found out 58 elements which are related to e-learning effects evaluation. Then, we adopted the factor analysis to categorize each element; the results are 9 main factors. Under each factor, we used DEMATEL method to determine the influence relationship of each element. After that, we adopted fuzzy integral to determine the weights of each element, and then use AHP method to calculate the final weights of 9 factors. We took Masterlink Securities Corp. as our empirical study, we chosen two courses as analysis targets. After the evaluation, the results could be shown that this e-learning evaluation model is applicable and it also indicated elements which need to be improved.
中文部分:
MIC資策會,「高速寬頻已為我國寬頻主流--下載頻寬於1.5M以上的寬頻用戶比率過半」,更新日期:2005年2月19日,網址:http://www.find.org.tw/0105/howmany/
howmany_disp.asp?id=107.。檢索日期:2005年6月25日。
Hu, S. C.(胡雪琴),「企業問題複雜度之探討及量化研究--以DEMATEL為分析工具─」,私立中原大學,碩士論文,民國92年。
英文部分:
Allen, M., "Training Rewards Good Performance", Quality, 42(9): 28-29, 2003.
Allen, T. D., Russell, J. E. A., Pottet, M. L., & Dobbins, G. H., "Learning and Development Factors Related to Perceptions of Job Content and Hierarchical Plateauing", Journal of Organizational Behavior, 20(12): 1113-1137, 1999.
Bates, R., "A Critical Analysis of Evaluation Practice: The Kirkpatrick Model and the Principle of Beneficence", Evaluation and Program Planning, 27(6): 341-347, 2004.
Bates, R. A., Holton, E. F., III, Seyler, D. A., & Carvalho, M. A., "The Role of Interpersonal Factors in the Applications of Computer-Based Training in an Industrial Setting." Human Resource Development International, 3(1): 19-43, 2000.
Bitner, M. J., "Evaluating Service Encounters: The Effects of Physical Surroundings and Employee Responses", Journal of Marketing, 54(2): 69-82, 1990.
Block, H., & Dobell, B., The E-Bang Theory: Bank of America, 1999.
Burnside, R., "Beauty and the Beast: Making Learning Productive." College Board Higher Education Conference on Corporate/ College Partnerships. Phoenix, AZ, 2001.
Cannon-Bowers, J. A., Salas, E., Tannenbaum, S. I., & Mathieu, J. E., "Toward Theoretically Based Principles of Training Effectiveness: A Model and Initial Empirical Investigation", Military Psychology, 7(6): 141-164, 1995.
Charles T., Mahithorn B., & Paul A. B. R., "The Design of a Training Porgramme Measurement Model", Journal of European Industrial Training, 26(5): 230-240, 2002.
Chen, T. Y., Chang, H. L., & Tzeng, G. H. "Using Fuzzy Measures and Habitual Domains to Analyze the Public Attitude and Apply to the Gas Taxi Policy", European Journal of Operational Research, 22(5): 145-161, 2002.
Chen, Y. W, & Tzeng, G. H., "Fuzzy Integral for Evaluating Subjectively Perceived Travel Costs in a Traffic Assignment Model", European Journal of Operational Research, 130(3): 653-664, 2001.
Chiou, H. K., & Tzeng, G. H., "Fuzzy Multiple-Criteria Decision-Making Approach for Industrial Green Engineering", Environmental Management, 30(6): 816-830, 2002.
Clark, Colvin, R., & Mayer, R. E., E-Learning and the Science of Instruction: Proven Guidelines for Consumers and Designers of Multimedia Learning. 1st ed. San Francisco: John Wiley & Sons, Inc., 2003.
Cooper, M., "Evaluating Professional Training", Training and Development, 10(10): 26-31, 1994.
Davis, L., & Williams, G., "Evaluating and Selecting Simulation Software Using the Analytic Hierarchy Process", Integrated Manufacturing Systems, 5(1): 23-32, 1994.
Deeny, E., "Calculating the Real Value of E-Learning", Industrial and Commercial Training, 35(2/3): 70-72, 2003.
Dick, W., & Carey, L., The Systematic Design of Instruction. 4th ed. New York: Harper Collins, 1996.
Europa Website, "The Econtent Programme: Stimulating the Production of Digital Content and Promoting Linguistic Diversity". (Apr. 29, 2004) <http://europa.eu.int/scadplus/
leg/en/lvb/l24226d.htm>. Retrieved date: Feb. 21 2005.
FCC, Federal Communications Commission Releases Data on High-Speed Services for Internet Access. Washington, D. C., 2004.
Fisher, M., "Using Lotus Learning Space for Staff-Development in Public Schools", Journal of Interactive Learning Research, 9(3/4): 35-41, 1998.
"The Five-Year Forecast". 2001. The Industry Standard. (March 26): 82-83.
Ford, J. K., & Kraiger, K., "The Application of Cognitive Constructs and Principles to the Instructional Systems Design Model of Training: Implications for Needs Assessment, Design, and Transfer", International Review of Industrial and Organizational Psychology, 10(1): 1-48, 1995.
Ford, J. K., Quinones, M., Sego D., & Sorra, J., "Factors Affecting the Opportunity to Use Trained Skills on the Job", Personnel Psychology, 45(12): 511-527, 1992.
Garavaglia, P. L., "How to Ensure Transfer of Training", Training & Development, 47(10): 57-69, 1993.
Geis, G. L., & Smith, M. E., "The Function of Evaluation." Handbook of Human Performance Technology. Ed. H. D. Stolovitch, Keeps, E.J. San Francisco, CA: Jossey-Bass, 1992.
Giese, J. L., & Gote, J. A., "Defining Consumer Satisfaction", 2000. Academy of Marketing Science Review. <http://www.vancouver.wsu.edu/amsrev/theory/giese01-00.html>,
Retrieved date: Mar. 1, 2005.
"Glossary of Terms". Oct. 16, 2003. Birkbeck, University of London. <http://www.bbk.ac.
uk/ccs/elearn/glossary.htm>. Retrieved date: Feb. 21 2005.
Golden, B. L., Wasil, E. A., & Levy, D. E., "Applications of the Analytic Hierarchy Process: A Categorized, Annotated Bibliography." The Analytic Hierarchy Process. Ed. B. L. Golden, Wasil, E. A., and Harker, P. T. Berlin: Springer-Verlag, 1989. 37-58.
Hall, M. L., & Nania, S., "Training Design and Evaluation: An Example from a Satellite Based Distance Learning Program", Public Adminstration Quaterly, 21(3): 370-385, 1997.
Hannum, W., & Hansen, C., Instructional Systems Development in Large Organizations. Englewood Cliffs, NJ: Educational Technology Publications, 1989.
Harker, P., & Vargas, L., "The Theory of Ratio Scale Estimation: Saaty's Analytic Hierarchy Process", Management Science, 33(11): 1383-1403, 1987.
Hegstad, C. D., & Wentlign, R. M., "The Development and Maintenance of Exemplary Formal Mentoring Programs in Fortune 500 Companies", Human Resource Management, 15(4): 421-448, 2004.
Hsieh, P. Y., "Web-Based Training Design for Human Resources Topics: A Case Study", TechTrends, 48(2): 60-68, 2004.
Hwang, G. J., Huang, T. C. K., & Tseng, J. C. R., "A Group-Decision Approach for Evaluating Educational Web Sites", Computers & Education, 42(1): 65-86, 2004.
Ishii, K., & Sugeno, M., "A Model of Human Evaluation Process Using Fuzzy Integral", International Journal of Man-Machine Studies, 22(1): 19-38, 1985.
Kaplan-Leiserson, "Learning Circuits Glossary". American Society for Training & Development. < http://www.learningcircuits.org/glossary.html > Retrieved date: Feb. 17, 2005.
Kapp, K. M., Integrated Learning for ERP Success: A Learning Requirements Planning Approach. Apics Series on Resource Management. Alexandria, Virginia: St. Louis Press, 2001.
Khan, B. H., Web-Based Instruction. Englewood Cliffs, NJ: Educational Technology Publications, 1997.
Kirkpatrick, D. L., "Techniques for Evaluating Training Programs", Journal of ASTD, 13(11): 3-9, 1959a.
---. "Techniques for Evaluating Training Programs: Part 2--Learning", Journal of ASTD, 13(12): 21-26, 1959b.
---. "Techniques for Evaluating Training Programs: Part 3-- Behavior", Journal of ASTD, 14(1): 13-18, 1960a.
---. "Techniques for Evaluating Training Programs: Part 4 -- Results", Journal of ASTD, 14(2): 28-32, 1960b.
Klir, G. J., & Folger, T. A., Fuzzy Sets, Uncertainty, and Information. Englewood Cliffs, NJ: Prentice-Hall, 1988.
Leszcynski, K., Penczek, P., & Grochulski, W., "Sugeno's Fuzzy Measure and Fuzzy Clustering", Fuzzy Sets and Systems, 15(2): 147-158, 1985.
Meade, L. M., & Presley, A., "R & D Project Selection Using the Analytic Network Process", IEEE Transactions on Engineering Management, 49(1): 59-66, 2002.
Merwe, R. V. D., & Bekker, J., "A Framework and Methodology for Evaluating E-Commerce Web Sites", Internet Research: Electronic Networking Applications and Policy, 13(5): 330-341, 2003.
Mhod, T. L., Rina, A., & Suraya, H., "Teaching and Learning of E-Commerce Courses Via Hybrid E-Learning Model in Unitar", Journal of Electronic Commerce in Organizations, 2(2): 78-94, 2004.
Miller, S. M., & Miller K. L., "Theoretical and Practical Considerations in the Design of Web-Based Instruction." Instructional & Cognitive Impacts of Web-Based Education. Ed. Beverly Abbey: IDEA Group Publishing, 2000. 156-177.
Moisio, A., & Smeds, R., "E-Learning: A Service Offering", Knowledge and Process Management, 11(4): 252-260, 2004.
Mory, E. H., Gambill, L. E., & Browning, J. B., "Instruction on the Web: The Online Student's Perspective." Proceedings of the 9th International Conference of Society for Information Technology & Teacher Education International Conference. Washington, DC., March, 1998.
Noe, R. A., "'Trainees' Attributes and Attitudes: Neglected Influences on Training Effectiveness." Academy of Management Review, 11(4): 736-749, 1986.
Ostroff, C., & Ford, J. K., Assessing Training Needs: Critical Levels of Analysis. San Francisco: Jossey-Bass, 1989.
Philips, J., Accountability in Human Resource Management. Butterworth-Heinemann: Oxford, 1996.
Phillips, J. J., Handbook of Training Evaluation and Measurement Methods: Gulf Publishing, 1997.
"Proposed Definition for 'E-Learning'/'Apprentissage En-Ligne'". (Mar. 31, 2004): <http://jtc1sc36.org/doc/36N0761.pdf.> Retrieved date: Feb. 3 2005.
Roberson, L., Kulik, C. T., & Pepper, M. B., "Using Needs Assessment to Resolve Controversies in Diversity Training Design", Group & Organization Management, 28(1): 148-174, 2003.
Roffe, I., "E-Learning: Engagement, Enhancement and Execution", Quality Assurance in Education, 10(1): 40-50, 2002.
Rosenberg, M. J., E-Learning: Strategies for Delivering Knowledge in the Digital Age. New York: McGraw-Hill, 2001.
Rouiller, J. Z., & Goldstein, I. L., "The Relationship between Organizational Transfer Climate and Positive Transfer of Training", Human Resource Development Quarterly, 4(4): 377-390, 1993.
Saaty, T. L., The Analytical Hierarchy Process: Planning Priority Setting, Resource Allocation. New York: McGraw-Hill, 1980.
Salas, E., & Cannon-Bowers, J. A., "The Science of Training: A Decade of Progress", Annual Rebiew of Psychology, 52(8): 471-497, 2001.
Santos, A., & Stuart, M., "Employee Perceptions and Their Influence on Training Effectiveness", Human Resource Management Journal, 13(1): 27-45, 2003.
Seels, B., & Glasgow, Z., Making Instructional Design Decisions. 2nd ed. Upper Saddle River: Prentice-Hall, 1998.
Shee, D. Y., Tzeng, G. H., & Tang T. I. "AHP, Fuzzy Measure and Fuzzy Integral Approaches for the Appraisal of Information Service Providers in Taiwan", Journal of Global Information Technology Management, 6(1): 8-30, 2003.
Shelton, S., & Alliger, G. M., "Who's Afraid of Level 4 Evaluation? A Practical Approach", Training & Development, 47(1): 43-46, 1993.
Stockley, D., "Blended Learning or Training - Definition and Explanation". (May 3, 2004) <http://derekstockley.com.au/blended-learning.html#list1>. Retrieved date: Feb. 3 2005.
Sugeno, M., Fuzzy Measures and Fuzzy Integrals: A Survey. Fuzzy Automata and Decision Processes. Ed. M. M. Gupta, Saridis, G. N., Gaines, B. R. North-Holland, New York, 1977.
---, Theory of Fuzzy Integrals and Its Applications. Tokyo: Tokyo Institute of Technology, 1974.
Tennenbaum, S. I., & Yukl, G., "Training and Development in Work Organizations", Annual Rebiew of Psychology, 43(6): 399-441, 1992.
Tracy, J. B., Tannenbaum, S. I., & Kavanaugh, M. J. "Applying Trained Skills on the Job: The Importance of Work Environment", Journal of Applied Psychology, 80(8): 239-252, 1995.
Urdan, T. A, Corporate E-Learning: Exploring a New Frontier: W.R. Hambrecht, 2000.
Wang, Y. C., "Assessment of Learner Satisfaction with Asynchronous Electronic Learning Systems", Information & Management, 41(2): 75-86, 2003.
Wang, Z., & Klier, G. J., Fuzzy Measure Theory. New York: Plenum Press, 1992.
Worthen, B. R., Sanders, J. R., & Fitzatrick, J. L., Program Evaluation: Alternative Approaches and Practical Guidelines. 2nd ed. White Plains, NY: Longman, 1997.
QRCODE
 
 
 
 
 
                                                                                                                                                                                                                                                                                                                                                                                                               
第一頁 上一頁 下一頁 最後一頁 top