Computer self-efficacy and anxiety scales for an Internet sample: testing measurement equivalence of existing measures and development of new scales

Two studies investigated the validity of computer self-efficacy and computer anxiety scales when administered to an Internet sample. In the first study, it was found that existing measures of computer self-efficacy and anxiety, originally developed through paper-and-pencil methods with more traditional samples, were not adequately equivalent when administered to a sample that was recruited and tested via the Internet. In the second study, the existing measures were adapted, and new items were developed to create new measures of computer self-efficacy and anxiety. The relationship of these new measures to computer and Internet use behaviors provided evidence for validity. Confidence and aversion were related to computer and Internet use suggesting that these new measures are adequate for capturing confidence and aversion towards computers when administered to an Internet sample.

[1]  A. Bandura Self-Efficacy: The Exercise of Control , 1997, Journal of Cognitive Psychotherapy.

[2]  Allison W. Harrison,et al.  An Examination of the Factor Structures and Concurrent Validities for the Computer Attitude Scale, the Computer Anxiety Rating Scale, and the Computer Self-Efficacy Scale , 1992 .

[3]  Ulf-Dietrich Reips Chapter 4 – The Web Experiment Method: Advantages, Disadvantages, and Solutions , 2000 .

[4]  R. Kay An exploration of theoretical and practical foundations for assessing attitudes toward computers: The Computer Attitude Measure (CAM) , 1993 .

[5]  Douglas E. Loyd,et al.  The Reliability and Validity of an Instrument for the Assessment of Computer Attitudes , 1985 .

[6]  Robert J. Vandenberg,et al.  A Central Question in Cross-Cultural Research: Do Employees of Different Cultures Interpret Work-related Measures in an Equivalent Manner?: , 1994 .

[7]  W. Velicer,et al.  Comparison of five rules for determining the number of components to retain. , 1986 .

[8]  G. A. Marcoulides,et al.  Measuring Computer Anxiety: The Computer Anxiety Scale , 1989 .

[9]  E. Labouvie,et al.  Identity versus equivalence of psychological measures and constructs. , 1980 .

[10]  Norma Welch,et al.  The World-Wide Web as a medium for psychoacoustical demonstrations and experiments: Experience and results , 1996 .

[11]  B P O'Connor,et al.  SPSS and SAS programs for determining the number of components using parallel analysis and Velicer’s MAP test , 2000, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[12]  G. A. Marcoulides,et al.  The Relationship between Computer Anxiety and Computer Achievement , 1988 .

[13]  Joseph J. Martocchio,et al.  Microcomputer playfulness: development of a measure with workplace implications , 1992 .

[14]  A. Bandura Social Foundations of Thought and Action: A Social Cognitive Theory , 1985 .

[15]  G. Torkzadeh,et al.  The concept and correlates of computer anxiety , 1992 .

[16]  Angela F. L. Wong,et al.  Computer anxiety and its correlates : a meta-analysis , 1999 .

[17]  Susan H. Bannon,et al.  Cognitive and Affective Computer Attitude Scales: A Validity Study , 1985 .

[18]  Gary S. Nickell,et al.  The computer attitude scale , 1986 .

[19]  Gilad Chen,et al.  Examination of relationships among trait-like individual differences, state-like individual differences, and learning performance. , 2000 .

[20]  Lorraine Morlock Jackson,et al.  Effects of attitude and task complexity on microcomputer text-editing , 1985 .

[21]  A. Bandura,et al.  Impact of conceptions of ability on self-regulatory mechanisms and complex decision making. , 1989, Journal of personality and social psychology.

[22]  R E Malone,et al.  Cigars, youth, and the Internet link. , 2000, American journal of public health.

[23]  Edward W. Miles,et al.  A quasi-experimental assessment of the effect of computerizing noncognitive paper-and-pencil measurements: A test of measurement equivalence. , 1995 .

[24]  S. Owen,et al.  Development and Validation of the Computer Self-Efficacy Scale , 1989 .

[25]  P. Bentler,et al.  Fit indices in covariance structure modeling : Sensitivity to underparameterized model misspecification , 1998 .

[26]  Deborah Compeau,et al.  Computer Self-Efficacy: Development of a Measure and Initial Test , 1995, MIS Q..

[27]  Larry D. Rosen,et al.  The psychological impact of technology from a global perspective , 1995 .

[28]  R. Hyman Quasi-Experimentation: Design and Analysis Issues for Field Settings (Book) , 1982 .

[29]  Desmond L. Cook,et al.  Computer Anxiety: Definition, Measurement, and Correlates , 1985 .

[30]  Louis W. Glorfeld An Improvement on Horn's Parallel Analysis Methodology for Selecting the Correct Number of Factors to Retain , 1995 .

[31]  Clarice P. Gressard,et al.  The Effects of Sex, Age, and Computer Experience on Computer Attitudes. , 1984 .

[32]  F. Dambrot,et al.  Correlates of sex differences in attitudes toward and involvement with computers , 1985 .

[33]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[34]  Johannes Naumann,et al.  Attitudes toward the computer: construct validation of an instrument with scales differentiated by content , 2000 .

[35]  Jennifer L. Dyck,et al.  The Changing Construct of Computer Anxiety for Younger and Older Adults. , 1998 .

[36]  R. Heinssen,et al.  Assessing computer anxiety: Development and validation of the Computer Anxiety Rating Scale , 1987 .

[37]  John L. Smith,et al.  Using the Internet for psychological research: personality testing on the World Wide Web. , 1999, British journal of psychology.

[38]  Clarice P. Gressard,et al.  Reliability and Factorial Validity of Computer Attitude Scales , 1984 .

[39]  James C. McElroy,et al.  Computer Anxiety and Computer-Based Training: A Laboratory Experiment , 1990 .

[40]  Marilyn E. Gist,et al.  EFFECTS OF ALTERNATIVE TRAINING METHODS ON SELF-EFFICACY AND PERFORMANCE IN COMPUTER SOFTWARE TRAINING , 1989 .

[41]  T. Cook,et al.  Quasi-experimentation: Design & analysis issues for field settings , 1979 .