题名

跨群組不變性之實證研究－以線上學習行為為例

并列篇名

The Invariance Verification and Research of cross-group Electronic Learning Behavior

DOI

10.6382/JIM.200510.0001

作者

余泰魁(Tai-Kuei Yu)；林益民(Yi-Min Lin)

关键词

不變性檢定 ； 行為模式 ； 交叉效度 ； 結構化方程式模型 ； 線上學習 ； Invariance test ； Behavioral model ； Cross validity ； Structural equation modeling ； Electronic learning

期刊名称

資訊管理學報

卷期/出版年月

12卷4期（2005 / 10 / 01）

页次

1 - 30

内容语文

繁體中文
中文摘要

隨著全球資訊網各種應用爆發性的成長，高等教育機構倡導有關遠距教學課程，使得線上學習研究議題愈形重要。本研究嘗試以線上學習系統強調的教學特點，運用計劃行為理論，針對曾修習線上教育課程一學期以上的學子（較有經驗）及剛接觸但修習時間不超過兩週之學子（較沒有經驗）等兩個群組，分別建構「線上學習之學習者行為意向」的基準模式，進行測量模式與結構模式的穩定度及不變性(invariance)檢定，經結構化方程式模型驗證參與線上學習的群組樣本，跨群組樣本共變數矩陣具有不變性，最後本研究針對後續研究及有志從事線上學習經營業者提出若干建議。
英文摘要

As the various applications of worldwide internets grow rapidly, the higher education institutions provide more distance learning programs, which also makes the research on electronic learning more important. This study attempts to exert programmed behavior theory in terms of the electronic learning system's instructional characteristics. The participants are divided into two groups. The experienced group includes those students who have taken electronic courses for more than one semester, while the less experienced group are those who have just worked on electronic courses for no more then two weeks. The study constructed the basic model of each group's behavioral intention on the electronic learning and then proceeded the cross-group invariance test. Through the examination of the structural equation modeling on the cross-group samples, the stability and cross validation test of measurement model and structural model were proceeded to construct the related construct facet and theory model. Finally, we conclude this study by discussing limitations and implications for research and practice.
主题分类 基礎與應用科學 > 資訊科學
社會科學 > 管理學
参考文献
  1. 林益民、余泰魁(2003)。線上學習行為傾向模式建構與實證。資訊管理學報，10(1)，205-232。
    連結：
  2. Adams, D.A.,Nelson, R.R.,Todd, P.A.(1992).Perceived Usefulness, Ease-of-Use, and Usage of Information Technology: A Replication.MIS Quarterly,16(2),227-247.
  3. Agarwal, R.,Karahanna, E.(2000).Time Flies when You`re having Fun: Cognitive Absorption and Beliefs about Information Technology Usage.MIS Quarterly,24(4),665-694.
  4. Agarwal, R.,Prasad, J.(1999).Are Individual Difference Germane to the Acceptance of New Information Technologies?.Decision Sciences,30(2),361-391.
  5. Agarwal, R.,Sambamurthy, V.,Stair, R.M.(2000).Research Report: The Evolving Relationship between General and Specific Computer Self-Efficacy-An Empirical Assessment.Information Systems Research,11(4),418-430.
  6. Ajzen, I.(2002).Perceived Behavioral Control, Self-Efficacy, Locus of Control, and the Theory of Planned Behavior.Journal of Applied Social Psychology,32,1-20.
  7. Ajzen, I.(1985).From Intentions to Actions: A Theory of Planned Behavior, Action-control: From Cognition to Behavior.Springer, Heidelberg.
  8. Ajzen, I.(1988).Attitude, Personality, and Behavior.Milton Keynes:Open University Press.
  9. Ajzen, I.(1991).The Theory of Planned Behavior.Organization Behavior Human Decision Process,50,179-211.
  10. Ajzen, I.,Fishbein, M.(1980).Understanding Attitudes and Predicting Social Behavior.New Jersey:Prentice-Hall.
  11. Alwin, D.F.,Jackson, D.J.(1981).Factor Analysis and Measurement in Sociological Research: A Multidimensional Perspective.California:Beverly Hill Sage.
  12. Anderson, J.C.,Gerbing, D.W.(1988).Structural Equation Modeling in Practice: A. Review and Recommended Two-Step Approach.Psychological Bulletin,103(3),411-423.
  13. Armitage, C.J.,Conner, M.(2001).Efficacy of the Theory of Planned Behaviour: A Meta-Analytic Review.British Journal of Social Psychology,40,471-499.
  14. Bagozzi, R. P.(1981).Attitudes, Intentions, and Behavior: A Test of Some Key Hypotheses.Journal of Personality and Social Psychology,41,607-627.
  15. Bagozzi, R. P.,Yi, Y.(1988).On the Evaluation of Structural Equation Models.Journal of the Academy of Marketing Science,14,74-94.
  16. Bagozzi, R.P.,Phillips, L.W.(1982).Representing and Testing Organizational Theories: A Holistic Construal.Administrative Science Quarterly,27(3),459-489.
  17. Bailey, B.(1982).Human Performance Engineering: A Guide for System Designers.New Jersey:Prentice-Hall.
  18. Bandura, A.(1991).Social Cognitive Theory of Self-regulation.Organizational Behavior and Human Decision Processes,50,248-287.
  19. Bandura, A.(1986).Social Foundations of Thought and Action: A Social Cognitive Theory.New Jersey:Englewood Cliffs, Prentice-Hall.
  20. Baumgartner, H.,Homburg, C..Applications of Structural Equation Modeling in Marketing and Consumer Research: A Review.International Journal of Research in Marketing,13,139-161.
  21. Bejar, I.(1980).Biased Assessment of Program Impact Due to Psychometric Artifacts.Psychological Bulletin,87,513-524.
  22. Benson, J.,Bandalos, D.L.(1992).Second-Order Confirmatory Factor Analysis of the Reactions to Tests Scale with Cross-Validation.Multivariate Behavioral Research,27(3),459-487.
  23. Bentler, P. M.(1992).On the Fit of Models to Covariance and Methodology to the Bulletin.Psychological Bulletin,112(3),400-404.
  24. Bentler, P. M.(1990).Comparative Fit Indexes in Structural Models.Psychological Bulletin,107(2),238-246.
  25. Berry, J. W.(1980).Introduction to Methodology.The Handbook of Cross Cultural Psychology,2,1-29.
  26. Bollen, K.A.(1989).Structural Equations with Latent Variables.New York:John Wiley & Sons.
  27. Browne, M. W.,Cudeck, R.(1989).Single Sample Cross Validation Indices for Covariance Structures.Multivariate Behavioral Research,24(4),445-455.
  28. Byrne, B.,Shavelson, R. J.,Muthén, B.(1989).Testing for the Equivalence of Factor Covariance and Mean Structures: The Issue of Partial Measurement Invariance.Psychological Bulletin,105(3),456-466.
  29. Byrne, B.M.(1998).Structural Equation Modeling with LISREL, PRELIS and SIMPLIS: Basic Concepts, Applications and Programming.New Jersey:Mahwah.
  30. Byrne, B.M.(1993).The Maslach Burnout Inventory: Testing for Factorial Validity and Invariance across Elementary, Intermediate, and Secondary Teachers.Journal of Occupational and Organization Psychology,66(3),197-212.
  31. Byrne, B.M.(1989).A Primer of LISREL: Basic Applications and Programming for Confirmatory Factor Analytic Models.New York:Springer-Verlag.
  32. Byrne, B.M.(1994).Testing for the Factorial Validity, Replication, and Invariance of a Measuring Instrument: A Paradigmatic Application Based on the Maslach Burnout Inventory.Multivariate Behavioral Research,29(2),289-311.
  33. Byrne, B.M.,Baron, P.,Campbell, T.L.(1994).The Beck Depression Inventory: Testing for Gender- Invariant Factorial Structure for Nonclinical Adolescents.Journal of Adolescent Research,9(2),166-179.
  34. Carmines, E.G.,Mclver, J.P.(1981).Analyzing Models with Unobserved Variables: Analysis of Covariance Structures.Social Measurement: Current Issues,65-115.
  35. Chau, Y.K.,J.H. Hu(2001).Information Technology Acceptance by Tndividual Professionals: A Model Comparison Approach.Decision Sciences,32(4),699-719.
  36. Chin, W.W.,Todd, P.(1994).On the Use, Usefulness, and Ease of Use of Structural Equation Modeling in MIS Research: A Note of Caution.MIS Quarterly,19(2),237-246.
  37. Cliff, N.(1983).Some Cautions of Casual Modeling Methods.Multivariate Behavioral Research,18,115-126.
  38. Cole, D.A.,Maxwell, S.E.(1985).Multitrait-Multimethod Comparisons Across Populations: A Confirmatory Factor Analytic Approach.Multivariate Behavioral Research,20,389-417.
  39. Compeau, D.R.,Higgins C.A.,Huff, S.(1999).Social Cognitive Theory and Individual Reactions to Computing Technology: A Longitudinal Study.MIS Quarterly,23(2),145-158.
  40. Compeau, D.R.,Higgins, C.A.(1995).Computer Self-Efficacy: Development of a Measure and Initial Test.MIS Quarterly,19(2),189-211.
  41. Cudeck, R.,Browne, M.W.(1983).Cross Validation of Covariance Structures.Multivariate Behavioral Research,18,147-167.
  42. Davis, F.D.(1993).User Acceptance of Information Technology: System Characteristics, User Perceptions and Behavioral Impacts.International Journal of Man-Machine Studies,38,475-487.
  43. Davis, F.D.(1989).Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology.MIS Quarterly,13(3),319-340.
  44. Davis, F.D.,Bagozzi, R.P.,Warshaw, P.R.(1989).User Acceptance of Computer Technology: A Comparison of Two Theoretical Models.Management Science,35(8),982-1003.
  45. Ding, L.,Velicer, W.,Harlow, L.(1995).Effect of Estimation Methods, Number of Indicators per Factor and Improper Solutions on Structural Equation Modeling Fit Indices.Structural Equation Modeling,2(2),119-143.
  46. Doll, W.J.,Hendrickson, A.,Deng, X.(1998).Using Davis`s Perceived Usefulness and Ease-of-Use Instruments for Decision Making: A Confirmatory and Multigroup Invariance Analysis.Decision Sciences,29(4),839-869.
  47. Drasgow, F.,Kanfer, R.(1985).Equivalence of Psychological Measurement in Heterogeneous Populations.Journal of Applied Psychology,70(4),662-680.
  48. Durvasula, S.,Andrews J. C.,Lysonski, S.,Netemeyer R. G.(1993).Assessingthe Cross-National Applicability of Consumer Behavior Models: A Model of Attitude Toward Advertising in General.Journal of Consumer Research,19(4),626-636.
  49. Fishbein, M.,Ajzen, I.(1975).Belief Attitude, Intention and Behavior: An Introduction to Theory and Research: Reading.Massactusetts:Addison-Wesley.
  50. Fornell, C.,Larcker, D.F.(1983).Evaluating Structural Equation Models with Unobservable and Measurement Error: A Comment.Journal of Marketing Research,18(3),39-50.
  51. Francis, D.J.,Fletcher, J.M.,Rourke, B.P.(1988).Discriminant Validity of Lateral Sensorimotor Tests in Children.Journal of Clinical and Experimental Neuropsychology,10,779-799.
  52. Gefen, D.,Straub, D.W.(1997).Gender Differences in the Perception and Use of E-Mail: An Extension to the Technology Acceptance Model.MIS Quarterly,21(4),389-400.
  53. Hair, Jr. F.,Anderson, R.E.,Tatham, R.L.,Black, W.C.(1998).Multivariate Data Analysis.New York:Macmillan.
  54. Harrison, D.A.,Mykytyn, P.P.,Riemenschneider, C.K.(1997).Executive Decisions about Adoption of Information Technology in Small Business: Theory and Empirical Test.Information Systems Research,8(2),171-195.
  55. Hartwick, J.,Barki, H.(1994).Explaining the Role of User Participation in Information System Use.Management Science,40(4),440-465.
  56. Henderson, R.,Rickwood, D.,Roberts, P.(1998).The Beta Test of an Electronic Supermarket.Interacting with Computers,10,385-399.
  57. Hong, W.,Thong, J.Y.L.,Wong, W.M.,Tam, K.Y.(2002).Determinants of User Acceptance of Digital Libraries: An Empirical Examination of Individual Differences and Systems Characteristics.Journal of Management Information Systems,18(3),97-124.
  58. Horn, J.L.,McArdle, J.(1992).A Practical and Theoretical Guide to Measurement Invariance in Aging Research.Experimental Aging Research,18,117-144.
  59. Horst, P.(1966).Psychological Measurement and Predication.California:Wadsworth.
  60. Hui, C.H.,Triandis, H.C.(1985).Measurement in Cross-Cultural Psychology: A Review and Comparison of Strategies.Journal of Cross-cultural Psychology,16(2),131-152.
  61. Igbaria, M.,Guimaraes, T.,Davis, G.B.(1995).Testing the Determinants of Microcomputer Usages via a Structural Equation Model.Journal of Management Information Systems,11(4),87-114.
  62. Igbaria, M.,Schiffman, S.J.,Wieckowski, T.J.(1994).The Respective Roles of Perceived Usefulness and Perceived Fun in the Acceptance of Microcomputer Technology.Behaviour and Information Technology,13,349-361.
  63. Igbaria, M.,Zinatelli, N.,Cragg, P.,Cavaye, A.(1997).Personal Computing Acceptance Factors in Small Firms: A Structural Equation Model.MIS Quarterly,21(2),279-305.
  64. Jöreskog, K. G.,D. Sörbom(1992).LISREL: A Guide to the Program and Applications.Chicago:Scientific Software International Inc.
  65. Karahanna, E.,Straub, D.W.(1999).The Psychological Orgins of Perceived Usefulness and Ease-of-Use.Information & Management,35,237-250.
  66. Karahanna, E.,Straub, D.W.,Chervany, N.L.(1999).Information Technology Adoption across Time: A Cross-Sectional Comparison of Pre-Adoption and Post-Adoption Beliefs.MIS Quarterly,23(2),183-213.
  67. Kettanurak, V.,Ramamurthy K.,Haseman, W.D.(2001).User Attitude as A Mediator of Learning Performance Improvement in an Interactive Multimedia Environment: An Empirical Investigation of the Degree of Interactivity and Learning Styles.Internatonal Journal Human-Computer Studies,54,541-583.
  68. Koufaris, M.(2002).Applying the Technology Acceptance Model and Flow Theory to Online Consumer Behavior.Information Systems Research,13(2),205-223.
  69. Liao, S.,Shao, Y.P.,Wang, H.,Chen, A.(1999).The Adoption of Virtual Banking: An Empirical Study.International of Journal of Information Management,19,63-74.
  70. MacCallum, R. C.,Roznowski, M. Mar, C.M.,J.V. Reith, J.V.(1994).Alternative Strategies for Cross-Validation of Covariance Structure Models.Multivariate Behavioral Research,29(1),1-32.
  71. Marsh, H.W.(1987).The Hierarchical Structure of Self-Concept and the Application of Hierarchical Confirmatory Factor Analyses.Journal of Educational Measurement,24(1),17-39.
  72. Marsh, H.W.(1989).Confirmatory Factor Analyses of Multitrait-Multimethod Data: Many Problems and a Few Solutions.Applied Psychological Measurement,13(4),335-361.
  73. Mathieson, K.(1991).Predicting User Intentions: Comparing the Technology Acceptance Model with the Theory of Planned Behavior.Information Systems Research,2(3),173-191.
  74. Mathieson, K.,Peacock, E.,Chin, W.W.(2001).Extending the Technology Acceptance Model: The Influence of Perceived User Resources.The Data Base for Advances in Information Systems,32(3),86-112.
  75. McArdel, J.J.,Cattell, R.B.(1994).Structural Equation Models of Factorial Invariance in Parallel Proportional Profiles and Oblique Cofactor Problems.Multivariate Behavioral Research,29(1),63-113.
  76. Millsap, R.E.(1995).Measurement Invariance, Predictive Invariance and the Duality Paradox.Multivariate Behavioral Research,30(4),577-605.
  77. Moon, J.W.,Kim, Y.G.(2001).Extending the TAM for a World-Wide-Web Context.Information & Management,38,217-230.
  78. Mosier, C.I.(1951).Problems and Designs of Cross-Validation.Educational and Psychological Measurement,11,5-11.
  79. Mueller, B.(1991).An Analysis of Information Content in Standardized vs. Specialized Multinational Advertisements.Journal of International Business Studies,22(1),23-29.
  80. Myers, M.B.,Calantone, R.J.,Page, Jr, T.J.,Taylor, C.R.(2000).Academic Insights: An Application of Multiple Group Causal Models in Assessing Cross Cultural Measurement Equivalence.Journal of International Marketing,8(4),108-121.
  81. Netemeyer, R. G.,Durvasula, S.,Lichtenstein, D. R.(1991).A Cross-National Assessment of the Reliability and Validity of the CETSCALE.Journal of Marketing Research,28(4),320-327.
  82. Parameswaran, R.,Yaprak, A.(1987).A Cross National Comparison of Consumer Research Measures.Journal of International Business Studies,18(1),35-49.
  83. Phelps, J.,Reynold, R.(1999).Formative Evaluation of a Web-Based Course in Meteorology.Computers & Education,32(2),181-193.
  84. Plouffe, C.R.,Hulland, J.S.,Vandenbosch, M.(2001).Richness versus Parsimony in Modeling Technology Adoption Decisions-Understanding Merchant Adoption of a Smart Card-Based Payment System.Information Systems Research,12(2),208-222.
  85. Raykov, T.(1998).Satisfying a Simplex Structure is Simpler than it Should be: A Latent Curve Analysis Revisit.Multivariate Behavioral Research,33(3),343-363.
  86. Raykov, T.(1997).Equivalent Structural Equation Models and Group Equality Constraints.Multivariate Behavioral Research,32(2),95-104.
  87. Robson, J.(2000).Evaluating On-Line Teaching.Open Learning,15(2),151-172.
  88. Rust, R.T.,Lee, C.,Valente, Jr. E.(1995).Comparing Covariance Structure Models: A General Methodology.International Journal of Research in Marketing,12(4),279-291.
  89. Ruy, S.,Ho, S.H.,Han, I.(2003).Knowledge Sharing Behavior of Physicians in Hospitals.Expert Systems with Applications,25,113-122.
  90. Segars, A.H.,Grover, V.(1993).Re-Examining Perceived Ease-of-Use and Usefulness: A Confirmatory Factor Analysis.MIS Quarterly,17(4),517-525.
  91. Sheeran, P.,Taylor, S.(1999).Predicting Intentions to Use Condoms: Meta-Analysis and Comparison of the Theories of Reasoned Action and Planned Behavior.Journal of Applied Social Psychology,29(8),1624-1675.
  92. Shimp, T. A.,Kavas, A.(1984).The Theory of Reasoned Action Applied $0 Coupon Usage.Journal of Consumer Research,11,795-809.
  93. Shimp, T.A.,Sharma, S.(1987).Consumer Ethnocentrism: Construction and Validation of the CESTCALE.Journal of Marketing Research,24(4),280-289.
  94. Steuer, J.(1992).Defining Virtual Reality: Dimemsions Determining Telepresense..Journal of Communication ACM,42(4),73-93.
  95. Straub, D.,Keil, M.,Brenner, W.(1997).Testing the Technology Acceptance Model Across Cultures: A Three Country Study.Information & Management,33,1-11.
  96. Straub, D.,Limayem, M.,Karahanna, E.(1985).Measuring System Usage: Implications for IS Theory Testing.Management Science,41(8),1328-1342.
  97. Szajna, B.(1996).Empirical Evaluation of the Revised Technology Acceptance Model.Management Science,42(1),85-92.
  98. Szajna, B.(1994).Software Evaluation and Choice: Predictive Validation of the Technology Acceptance Instrument.MIS Quarterly,18(4),319-324.
  99. Taylor, S.,Todd, P.(1995).Assessing IT Usage: The Role of Prior Experience.MIS Quarterly,19(4),561-570.
  100. Taylor, S.,Todd, P.(1995).Understanding Information Technology Usage: A Test of Competing Models.Information Systems Research,6(2),144-176.
  101. Teo, T. S.H.,Lim, V.K.G.,Lai, R.Y.C.(1999).Intrinsic and Extrinsic Motivation in Internet Usage.The International Journal of Management Science,27,25-37.
  102. Thompson, R.L.,Higgins, C.A.,Howell, J.M.(1991).Personal Computing: Towards a Conceptual Model of Utilization.MIS Quarterly,14(1),125-143.
  103. Triandis, H.C.(1982).Dimensions of Cultural Variations as Parameters of Organizational Theories.International Studies of Management and Organization,12(1),136-139.
  104. Venkatesh, V.(1999).Creation of Favorable User Perceptions: Exploring the Role of Intrinsic Motivation.MIS Quarterly,23(2),239-260.
  105. Venkatesh, V.,Davis, F.D.(2000).A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies.Management Science,46(2),186-204.
  106. Venkatesh, V.,Morris, M.G.(2000).Why don`t Men ever stop to Ask for Directions? Gender, Social Influence, and their Role in Technology Acceptance and Usage Behavior.MIS Quarterly,24(1),115-139.
  107. Venkatesh, V.,Speier, C.(1999).Computer Technology Training in the Workplace: A Longitudinal Investigation of the Effect of Mood.Organizational Behavior and Human Decision Processes,79,1-28.
  108. Venkatesh, V.,Speier, C.,Morris, M.G.(2002).User Acceptance Enablers in Individual Decision Making about Technology: Toward an Integrated Model.Decision Sciences,33(2),297-316.
  109. Webster, J.,Martocchio, J.J.(1993).Turning Work into Play: Implications for Microcomputer Software Training.Journal of Management,19(1),1127-1146.
  110. Wiedenbeck, S.,Davis, S.(1997).The Influence of Interaction Style and Experience on User Perceptions of Software Packages.International Journal of Human-Computer Studies,46(5),563-588.
  111. 石岳峻、陳年興(2000)。建構式網路教學系統設計準則與評量結果。第11屆全國資訊管理學術研討會論文集
  112. 余泰魁(2005)。國立雲林科技大學管理研究所。
  113. 陳明溥(2000)。在職進修教師之網路學習系統發展與成效探討。教師進修學術論文集
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