Dhammic Technology Acceptance Model (DTAM)

Upadana or a condition of attachment in Buddhism has been widely acknowledged among Buddhists as the root cause of suffering because it underlies human intention and action toward a perceived phenomenon. This article investigates whether the condition of attachment in Buddhism could contribute as an external variable in the Technology Acceptance Model. Participants were 498 students from a university in Southern Thailand. They responded to a 21-item self-report questionnaire on the six variables (perceived usefulness, perceived ease of use, attitude toward use, intention to use, attachment, and actual usage) of a proposed Dhammic Technology Acceptance Model. Results using structural equation modeling revealed that the Dhammic Technology Acceptance Model has a good model fit and that attachment has direct and indirect effects on the actual use of Facebook among students. Implications for theory and further research are discussed.

[1]  Fred D. Davis,et al.  User Acceptance of Computer Technology: A Comparison of Two Theoretical Models , 1989 .

[2]  C. Fornell,et al.  Evaluating structural equation models with unobservable variables and measurement error. , 1981 .

[3]  I. Ajzen,et al.  Belief, Attitude, Intention, and Behavior: An Introduction to Theory and Research , 1977 .

[4]  Carol R. Ember,et al.  Cross-Cultural Research Methods , 2000 .

[5]  Wei Wang,et al.  Effects of adoption determinants in voluntary contexts on IS mandated usage , 2006 .

[6]  James C. Anderson,et al.  STRUCTURAL EQUATION MODELING IN PRACTICE: A REVIEW AND RECOMMENDED TWO-STEP APPROACH , 1988 .

[7]  Timothy Teo,et al.  Is there an attitude problem? Reconsidering the role of attitude in the TAM , 2009, Br. J. Educ. Technol..

[8]  Timothy Teo,et al.  Examining the intention to use technology among pre-service teachers: an integration of the Technology Acceptance Model and Theory of Planned Behavior , 2012, Interact. Learn. Environ..

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

[10]  P. Trairatvorakul,et al.  Patterns of Attachment: A Psychological Study of the Strange Situation , 2016 .

[11]  Peter Caputi,et al.  An integrative model of information systems use in mandatory environments , 1998, ICIS '98.

[12]  I. Brace,et al.  Questionnaire Design: How to Plan, Structure and Write Survey Material for Effective Market Research , 2004 .

[13]  Fred D. Davis,et al.  A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies , 2000, Management Science.

[14]  Rex B. Kline,et al.  Principles and Practice of Structural Equation Modeling , 1998 .

[15]  Pearl Brereton,et al.  Does the technology acceptance model predict actual use? A systematic literature review , 2010, Inf. Softw. Technol..

[16]  Elena Karahanna,et al.  EMOTIONAL ATTACHMENT TO IT BRANDS AND TECHNOLOGY ACCEPTANCE , 2007 .

[17]  Arie Hasman,et al.  An Introduction to Structural Equation Modeling , 2015, ICIMTH.

[18]  T. Sepora,et al.  Language and Culture , 2012 .

[19]  Diane M. Strong,et al.  Extending the technology acceptance model with task-technology fit constructs , 1999, Inf. Manag..

[20]  Ji-Hong Park,et al.  Differences among university students and faculties in social networking site perception and use: Implications for academic library services , 2010, Electron. Libr..

[21]  Timothy Teo,et al.  Coefficient Alpha and Beyond: Issues and Alternatives for Educational Research , 2013 .

[22]  B. Wansink,et al.  Asking Questions: The Definitive Guide to Questionnaire Design -- For Market Research, Political Polls, and Social and Health Questionnaires , 2004 .

[23]  Richard Malinski,et al.  How teachers learn technology best , 2000, J. Educ. Technol. Soc..

[24]  E. Rogers,et al.  Diffusion of Innovations , 1964 .

[25]  Jacob Cohen,et al.  A power primer. , 1992, Psychological bulletin.

[26]  Timothy Teo,et al.  Using structural equation modelling (SEM) in educational technology research: Issues and guidelines , 2010, Br. J. Educ. Technol..

[27]  Timothy Teo,et al.  The Impact of Subjective Norm and Facilitating Conditions on Pre-Service Teachers' Attitude toward Computer Use: A Structural Equation Modeling of an Extended Technology Acceptance Model , 2009 .

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

[29]  G. W. Rever Attachment and Loss. Vol. 1. Attachment , 1972 .

[30]  I. Bretherton The Origins of Attachment Theory: John Bowlby and Mary Ainsworth , 1992 .

[31]  Rick H. Hoyle,et al.  Structural Equation Modeling for Social and Personality Psychology , 2011 .

[32]  C. Humphreys A popular dictionary of Buddhism , 1962 .

[33]  Timothy Teo,et al.  Factors influencing teachers' intention to use technology: Model development and test , 2011, Comput. Educ..

[34]  John Lotz On Language and Culture , 1955, International Journal of American Linguistics.

[35]  Diana J. Wong Introduction: The New Chinese Migration to Southeast Asia , 2013 .

[36]  R. C. Fraley,et al.  Attachment and Loss , 2018 .

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

[38]  R. Kline Principles and practice of structural equation modeling, 3rd ed. , 2011 .

[39]  D. Keown A Dictionary of Buddhism , 2003 .

[40]  Rolph E. Anderson,et al.  Multivariate Data Analysis (7th ed. , 2009 .

[41]  C. W. Park,et al.  Brand Attachment and Brand Attitude Strength: Conceptual and Empirical Differentiation of Two Critical Brand Equity Drivers , 2010 .

[42]  Jessika Eichel Information System Implementation Bridging The Gap Between Design And Utilization , 2016 .

[43]  G. A. Marcoulides,et al.  An Introduction to Applied Multivariate Analysis , 2008 .

[44]  Peggy Kamuf,et al.  From Now On , 2006 .

[45]  Timothy Teo,et al.  An initial development and validation of a Digital Natives Assessment Scale (DNAS) , 2013, Comput. Educ..

[46]  Matthew K. O. Lee,et al.  Online social networks: Why do students use facebook? , 2011, Comput. Hum. Behav..

[47]  Timothy Teo,et al.  Understanding the Intention to Use Technology by Preservice Teachers: An Empirical Test of Competing Theoretical Models , 2012, Int. J. Hum. Comput. Interact..

[48]  J. Hoelter The Analysis of Covariance Structures , 1983 .

[49]  Izak Benbasat,et al.  Quo vadis TAM? , 2007, J. Assoc. Inf. Syst..

[50]  K. Mardia Measures of multivariate skewness and kurtosis with applications , 1970 .

[51]  Wynne W. Chin,et al.  Intention does not always Matter: The Contingent Role of Habit in IT Usage Behaviour , 2001, ECIS.

[52]  C. W. Park,et al.  The Ties That Bind: Measuring the Strength of Consumers’ Emotional Attachments to Brands , 2005 .

[53]  Lisa McQuilken,et al.  A Novel Romance: The Technology Acceptance Model with Emotional Attachment , 2011 .

[54]  Ritu Agarwal Individual Acceptance of Information Technologies , 2000 .

[55]  Timothy Teo,et al.  An Assessment of Pre-Service Teachers’ Technology Acceptance in Turkey: A Structural Equation Modeling Approach , 2012 .

[56]  Pita Jarupunphol,et al.  The dhammic framework for understanding the cause of system project failures from Buddhist insights , 2013, 2013 IEEE 12th International Conference on Cognitive Informatics and Cognitive Computing.

[57]  Dianne M. Finkelstein,et al.  A Beginner's Guide to Structural Equation Modeling , 2005, Technometrics.