Computer Attitudes, Computer Teaching Efficacy and LearningOutcomes OF Fresh Graduate Teacher in Relationship to Computer use

This was a survey research which investigated six important issues concerning computer use among fresh graduated teachers from teacher training colleges in Sabah. The first issue was concerned with the levels of computer attitudes (CA), computer teaching efficacy (CTE), learning outcomes (LO) and computer use based on the selected demographic and personal background. The second was concerned with the effects of CA, CTE and LO on computer use. The third was concerned with moderating effects of SE on relationship between CA, CTE and LO towards computers use. The fourth was concerned with the mediating effects of CA and CTE on relationship between LO and computer use. The fifth was concerned with the mediating effects of CA on relationship between CTE and computer use. The final was concerned with the best predictor for computer use for planning, instructional, assessment and communication. A set of questionnaire was used as the research instrument and stratified systematic sampling was used to determine the research samples. The samples consisted of 192 primary and secondary school teachers. The data were analyzed using descriptive and inferential statistics (factor analysis and regression analysis). Research hypotheses were tested at significance level of a = 0.05. The findings showed that fresh graduated teachers have high in CTE and LO, and moderate in CA and computer use. CA, CTE and LO had significant effects on computer use. SE has moderating impacts on the relationships between CA, CTE and LO towards computer use. From the findings, it was also shown that CA and CTE have mediating impacts on the relationships between LO and computer use. CA has mediating effect on the relationship between CTE and LO. The final findings had shown that CA (usefulness) was the best predictor for computer use for planning, communication and instruction purposes. CTE (general) was the best predictor for computer use for assessment purposes. In short, the study provided wider implications for theory development, practices and policymaking that can be associated with the computer use among teachers. As a whole, most of the theoretical rationales used in explaining those relationships have been supported.

[1]  Clarice P. Gressard,et al.  Validation Studies of a New Computer Attitude Scale , 1986 .

[2]  Fred D. Davis Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology , 1989, MIS Q..

[3]  Anne Reynolds,et al.  What Is Competent Beginning Teaching? A Review of the Literature , 1992 .

[4]  Peter A. Todd,et al.  Perceived Usefulness, Ease of Use, and Usage of Information Technology: A Replication , 1992, MIS Q..

[5]  D. A. Kenny,et al.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. , 1986, Journal of personality and social psychology.

[6]  Clarice P. Gressard,et al.  Gender and Amount of Computer Experience of Teachers in Staff Development Programs: Effects on Computer Attitudes and Perceptions of the Usefulness of Computers , 1986 .

[7]  S. Cassidy,et al.  Developing the Computer User Self-Efficacy (Cuse) Scale: Investigating the Relationship between Computer Self-Efficacy, Gender and Experience with Computers , 2002 .

[8]  M. Kinzie,et al.  Computer technologies: Attitudes and self-efficacy across undergraduate disciplines , 1994 .

[9]  R. Noe Trainees' Attributes and Attitudes: Neglected Influences on Training Effectiveness , 1986 .

[10]  S. Mann,et al.  What should training evaluations evaluate , 1996 .

[11]  Henry Jay Becker,et al.  How Exemplary Computer-Using Teachers Differ From Other Teachers: Implications for Realizing the Po , 1994 .

[12]  Yi-Kuo Wu,et al.  Computer Use, Computer Attitudes, and Gender: Differential Implications of Micro and Mainframe Usage among College Students , 1989 .

[13]  Magid Igbaria,et al.  End-user computing effectiveness: A structural equation model , 1990 .

[14]  L. Enochs,et al.  Establishing Factorial Validity of the Mathematics Teaching Efficacy Beliefs Instrument , 2000 .

[15]  J. Kimberly,et al.  Organizational innovation: the influence of individual, organizational, and contextual factors on hospital adoption of technological and administrative innovations. , 1981, Academy of Management journal. Academy of Management.

[16]  Timothy T. Baldwin,et al.  TRANSFER OF TRAINING: A REVIEW AND DIRECTIONS FOR FUTURE RESEARCH , 1988 .

[17]  T. Levin,et al.  Effect of Gender and Computer Experience on Attitudes toward Computers , 1989 .

[18]  Thurasamy Ramayah,et al.  ROLE OF SELF-EFFICACY IN E-LIBRARY USAGE AMONG STUDENTS OF A PUBLIC UNIVERSITY IN MALAYSIA , 1970 .

[19]  Soner Yildirim,et al.  Faculty Computer Use and Training: Identifying Distinct Needs for Different Populations , 2000 .

[20]  Henry Jay Becker,et al.  Teacher and Teacher-Directed Student Use of Computers and Software. Teaching, Learning, and Computing: 1998 National Survey. Report #3. , 1999 .

[21]  J. Morrison,et al.  Implementing Organic Education: An Interview with Hugh Osborn. , 2005 .

[22]  Ricky Y. K. Chan Demographic and attitudinal differences between active and inactive credit cardholders ‐ the case of Hong Kong , 1997 .

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

[24]  S. DeVaney,et al.  The Effects of Credit Attitude and Socioeconomic Factors on Credit Card and Installment Debt , 2001 .

[25]  Iris M. Riggs,et al.  Further Development of an Elementary Science Teaching Efficacy Belief Instrument: A Preservice Elementary Scale , 1990 .

[26]  Ronald E. Anderson,et al.  Instructional Computing , 1979 .

[27]  N. Jo Campbell,et al.  Enrollment in Computer Courses by College Students: Computer Proficiency, Attitudes, and Attributions , 1992 .

[28]  Thelma M. Hinds,et al.  Stages of concern and factors that influence middle school teachers' computer technology use , 2004 .

[29]  I. Miura,et al.  Gender and Socioeconomic Status Differences in Middle-School Computer Interest and Use , 1987 .

[30]  Timothy R. Hinkin,et al.  The influence of individual characteristics and the work environment on varying levels of training outcomes , 1997 .

[31]  T. Ramayah,et al.  CARDHOLDERS' ATTITUDE AND BANK CREDIT CARD USAGE IN MALAYSIA: AN EXPLORATORY STUDY , 2002 .

[32]  Thomas Hill,et al.  Role of efficacy expectations in predicting the decision to use advanced technologies: The case of computers. , 1987 .

[33]  Laura Hall,et al.  Computer self-efficacy, training effectiveness and user attitudes: An empirical study , 1999, Behav. Inf. Technol..

[34]  Magid Igbaria,et al.  Personal Computing Acceptance Factors in Small Firms: A Structural Equation Model , 1997, MIS Q..

[35]  Larry D. Rosen,et al.  Computer Availability, Computer Experience and Technophobia Among Public School Teachers , 1995 .

[36]  Yong Zhao,et al.  Design for Adoption: The Development of an Integrated Web-Based Education Environment , 1998 .

[37]  R. R. Haccoun,et al.  OPTIMIZING KNOWLEDGE TESTS FOR INFERRING LEARNING ACQUISITION LEVELS IN SINGLE GROUP TRAINING EVALUATION DESIGNS: THE INTERNAL REFERENCING STRATEGY , 1994 .

[38]  J. Sanders,et al.  The Computer: Male, Female or Androgynous? , 1984 .

[39]  Robin Chiero Teachers' Perspectives on Factors that Affect Computer Use , 1997 .

[40]  Iris M. Riggs,et al.  The Development and Partial Validation of Microcomputer Utilization in Teaching Efficacy Beliefs Instrument in a Science Setting , 1993 .

[41]  V. E. Cooley Twelve Strategies for Implementing a Major Technology Initiative in Your School District. , 1998 .

[42]  Valerie A. Clarke,et al.  Comparing alternate teaching styles to teach computing skills to girls in their English classes , 2001, Comput. Educ..

[43]  Chih-Hsiung Tu Usa,et al.  Educational Technology in Taiwan , 2002 .

[44]  A test of the factor structure invariance of the Computer Attitude Scale over grouping conditions , 1990 .

[45]  Henry Jay Becker,et al.  How Computers are Used in United States Schools: Basic Data from the 1989 I.E.A. Computers in Education Survey , 1991 .

[46]  Robert E. Bleicher,et al.  Revisiting the STEBI‐B: Measuring Self‐Efficacy in Preservice Elementary Teachers , 2004 .

[47]  Saundra Faris,et al.  Integrating Technology into Preservice Literacy Instructions A Survey of Elementary Education Students’ Attitudes toward Computers , 2000 .

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

[49]  R. V. Krejcie,et al.  Determining Sample Size for Research Activities , 1970 .

[50]  Venkatesh,et al.  A Longitudinal Field Investigation of Gender Differences in Individual Technology Adoption Decision-Making Processes. , 2000, Organizational behavior and human decision processes.

[51]  Matthew M. Maurer,et al.  Computer anxiety correlates and what they tell us: A literature review , 1994 .

[52]  A. Bandura Self-efficacy mechanism in human agency. , 1982 .

[53]  Thurasamy Ramayah,et al.  An Empirical Investigation of the Course Website Acceptance Model (Cwam) , 2005 .

[54]  Donald G. Gardner,et al.  The Measurement of Computer Attitudes: An Empirical Comparison of Available Scales , 1993 .

[55]  C. Gibson Me and us: differential relationships among goal‐setting training, efficacy and effectiveness at the individual and team level , 2001 .

[56]  R. Y. Awh,et al.  A Discriminant Analysis of Economic, Demographic, and Attitudinal Characteristics of Bank Charge-Card Holders: A Case Study , 1974 .

[57]  John F. LeBaron,et al.  Practicing What We Preach: Creating Distance Education Models to Prepare Teachers for the Twenty-First Century. , 1994 .

[58]  William L. Wilkie,et al.  Issues in Marketing's use of Multi-Attribute Attitude Models , 1973 .

[59]  Young-Gul Kim,et al.  Extending the TAM for a World-Wide-Web context , 2000, Inf. Manag..

[60]  Margaret Cox,et al.  The use of computer assisted learning in primary schools: some factors affectingthe uptake , 1988 .

[61]  Juhani Iivari,et al.  Why do individuals use computer technology? A Finnish case study , 1995, Inf. Manag..

[62]  D. G. Gardner,et al.  Computer use, self-confidence, and attitudes: A causal analysis , 1993 .

[63]  W. Boone,et al.  Pre-Service Teacher Self-Efficacy Beliefs Regarding Science Teaching: A Comparison of Pre-Service Teachers in Turkey and the USA. , 2005 .

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

[65]  Soner Yıldırım Effects of an Educational Computing Course on Preservice and Inservice Teachers , 2000 .

[66]  W. Veen,et al.  The Role of Beliefs in the Use of Information Technology: implications for teacher education, or teaching the right thing at the right time , 1993 .

[67]  Craig A. Mertler,et al.  Faculty Use of Instructional Technology in the University Classroom , 1999 .

[68]  Gordon B. Davis,et al.  Testing the Determinants of Microcomputer Usage via a Structural Equation Model , 1995, J. Manag. Inf. Syst..

[69]  M. Russell,et al.  Teachers' Beliefs About and Use of Technology: Enhancing the Use of Technology for New and Veteran Teachers , 2003 .

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

[71]  Terry A. Olivier,et al.  Self-Efficacy and Computers. , 1993 .

[72]  T. Ramayah,et al.  RECEPTIVENESS OF INTERNET BANKING BY MALAYSIAN CONSUMERS: THE CASE OF PENANG , 2003 .

[73]  Larry D. Rosen,et al.  Treating technophobia: A longitudinal evaluation of the computerphobia reduction program , 1993 .

[74]  K. Hong Relationships between students' and instructional variables with satisfaction and learning from a Web-based course , 2002, Internet High. Educ..

[75]  Alex Koohang,et al.  A study of attitudes toward computers: anxiety, confidence, liking, and perception of usefulness , 1987 .

[76]  Lih-Juan ChanLin,et al.  Perceived importance and manageability of teachers toward the factors of integrating computer technology into classrooms , 2007 .

[77]  Lynne M. Hannay,et al.  Predictors of Teachers' Confidence in Their Ability to Implement Computer-Based Instruction , 1999 .