Social psychological determinants of mobile communication technology use and adoption : a comparison of three models to explain and predict mobile communication technology behavior

This dissertation focuses on the social psychological determinants of mobile communication technology use and adoption in an attempt to better understand people’s behavior for adopting and using innovative information and communication technologies. In particular, this study emphasizes the comparison of three media use models to explain and predict media technology behavior from different theoretical perspectives.

[1]  Peter M. Bentler,et al.  Estimates and tests in structural equation modeling. , 1995 .

[2]  Albert Bandura,et al.  On Integrating Social Cognitive and Social Diffusion Theories , 2006 .

[3]  J. S. Long,et al.  Testing Structural Equation Models , 1993 .

[4]  Miretta Prezza,et al.  Loneliness and new technologies in a group of Roman adolescents , 2004, Comput. Hum. Behav..

[5]  Naresh K. Malhotra,et al.  Attitude and affect: new frontiers of research in the 21st century , 2005 .

[6]  Mark Aakhus,et al.  Perpetual Contact: Mobile Communication, Private Talk, Public Performance , 2002 .

[7]  VenkateshViswanath Determinants of Perceived Ease of Use , 2000 .

[8]  Peter M. Bentler,et al.  Causal Modeling via Structural Equation Systems , 1988 .

[9]  B. Verplanken,et al.  Predicting behavior from actions in the past : repeated decision making or a matter of habit? , 1998 .

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

[11]  Ken Crisler,et al.  The human perspective of the wireless world , 2003 .

[12]  M. Stone Cross‐Validatory Choice and Assessment of Statistical Predictions , 1976 .

[13]  B. Muthén A general structural equation model with dichotomous, ordered categorical, and continuous latent variable indicators , 1984 .

[14]  Willem E. Saris,et al.  Causal modelling in nonexperimental research : an introduction to the LISREL approach , 1985, American Political Science Review.

[15]  R. LaRose,et al.  Audiotext and the Re-Invention of the Telephone as a Mass Medium , 1992 .

[16]  H. P. Tappan Of the sensitivity. , 1840 .

[17]  Thomas F. Stafford,et al.  Determining Uses and Gratifications for the Internet , 2004, Decis. Sci..

[18]  Carl R. Bybee,et al.  Investigating the Assumptions of Uses and Gratifications Research , 1977 .

[19]  D. Francis An introduction to structural equation models. , 1988, Journal of clinical and experimental neuropsychology.

[20]  Barbara M. Byrne,et al.  Structural equation modeling with EQS : basic concepts, applications, and programming , 2000 .

[21]  Somaya Ben Allouch,et al.  Always connected: a longitudinal field study of mobile communication , 2004, Telematics Informatics.

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

[23]  A. Bandura SOCIAL COGNITIVE THEORY , 2008 .

[24]  Philip Palmgreen,et al.  Relations Between Gratifications Sought and Obtained , 1980 .

[25]  Paul Hendriks Vettehen,et al.  Measuring Motivations for Media Exposure: A Thesis , 2002 .

[26]  Fred D. Davis,et al.  Development and Test of a Theory of Technological Learning and Usage , 1992 .

[27]  I. Ajzen The theory of planned behavior , 1991 .

[28]  J. Allegrante,et al.  Theory-comparison and multiple-behavior research: common themes advancing health behavior research. , 2002, Health education research.

[29]  Philip Palmgreen,et al.  GRATIFICATIONS SOUGHT AND MEDIA EXPOSURE An Expectancy Value Model , 1982 .

[30]  Jim Van Leuven,et al.  Expectangy Theory in Media and Message Selection , 1981 .

[31]  A. Bandura Social cognitive theory of self-regulation☆ , 1991 .

[32]  Martina Ziefle,et al.  The influence of user expertise and phone complexity on performance, ease of use and learnability of different mobile phones , 2002, Behav. Inf. Technol..

[33]  E. Katz,et al.  On the use of the mass media for important things. , 1973 .

[34]  Zhilin Yang,et al.  Customer perceived value, satisfaction, and loyalty: The role of switching costs , 2004 .

[35]  Claire Massey,et al.  The technology acceptance model and use of technology in New Zealand dairy farming , 2004 .

[36]  Barbara Dastoor,et al.  A test of the technology acceptance model in database application: ms access use , 2001 .

[37]  Karl G. Jöreskog,et al.  New developments in LISREL: analysis of ordinal variables using polychoric correlations and weighted least squares , 1990 .

[38]  Louis Leung,et al.  More Than Just Talk on the Move: Uses and Gratifications of the Cellular Phone , 2000 .

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

[40]  E. Rogers,et al.  Diffusion of innovations , 1964, Encyclopedia of Sport Management.

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

[42]  R. Levins The strategy of model building in population biology , 1966 .

[43]  J. E. Maddux,et al.  Social cognitive models of health and exercise behavior: An introduction and review of conceptual issues , 1993 .

[44]  Jennings Bryant,et al.  Theory and Research in Mass Communication , 2004 .

[45]  J. Bryant,et al.  Media effects : advances in theory and research , 2002 .

[46]  Laku Chidambaram,et al.  A test of the technology acceptance model: the case of cellular telephone adoption , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[47]  Philip Palmgreen,et al.  MERGING USES AND GRATIFICATIONS AND EXPECTANCY-VALUE THEORY , 1984 .

[48]  Arun Vishwanath,et al.  An Examination of the Factors Contributing to Adoption Decisions among Late-Diffused Technology Products , 2003, New Media Soc..

[49]  M. Hartmann,et al.  In the company of strangers: mobile phones and the conception of space , 2001 .

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

[51]  Richard Harper,et al.  Configuring the Mobile User: Sociological and Industry Views , 2001, Personal and Ubiquitous Computing.

[52]  S. Thompson Social Learning Theory , 2008 .

[53]  Lars Andreas Knutsen,et al.  M-Service Expectancies and Attitudes: Linkages and Effects of First Impressions , 2005, Proceedings of the 38th Annual Hawaii International Conference on System Sciences.

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

[55]  L. Wijngaert,et al.  Information and Communication Technology in Organizations: Adoption, Implementation, Use and Effects , 2005 .

[56]  Erik Bohlin,et al.  Forecasting user demand for wireless services: A socio-economic approach for Europe , 2007, Telematics Informatics.

[57]  R. Bagozzi The self-regulation of attitudes, intentions, and behavior , 1992 .

[58]  L. Atkinson The measurement-statistics controversy: Factor analysis and subinterval data , 1988 .

[59]  A. Babrow,et al.  An Expectancy-Value Analysis of the Student Soap Opera Audience , 1989 .

[60]  Y Kano,et al.  Can test statistics in covariance structure analysis be trusted? , 1992, Psychological bulletin.

[61]  A. Boomsma Reporting Analyses of Covariance Structures , 2000 .

[62]  M. Browne Asymptotically distribution-free methods for the analysis of covariance structures. , 1984, The British journal of mathematical and statistical psychology.

[63]  J. Jaccard,et al.  LISREL Approaches to Interaction Effects in Multiple Regression , 1998 .

[64]  Oskar Juhlin,et al.  Wireless World – Social and Interactional Aspects of the Mobile Age, Barry Brown, Nicola Green and Richard Harper (eds.) , 2001, Computer Supported Cooperative Work (CSCW).

[65]  L. Giddings Research Design: Qualitative, Quantitative, and Mixed Methods Approaches, 2d ed , 2005 .

[66]  Herbert W. Marsh,et al.  Sport Motivation Orientations: Beware of Jingle-Jangle Fallacies , 1994 .

[67]  Ran Wei,et al.  From Luxury to Utility: A Longitudinal Analysis of Cell Phone Laggards , 2001 .

[68]  John Cohen Social Learning and Imitation , 1945, Nature.

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

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

[71]  Douglas Waples,et al.  What reading does to people , 1940 .

[72]  L. Oerlemans,et al.  The early adoption of green power by Dutch households : an empirical exploration of factors influencing the early adoption of green electricity for domestic purposes , 2005 .

[73]  A. Jacobs,et al.  Models of visual word recognition: Sampling the state of the art. , 1994 .

[74]  Chris F. Kemerer,et al.  The assimilation of software process innovations: an organizational learning perspective , 1997 .

[75]  B. Thompson,et al.  EFFECTS OF SAMPLE SIZE, ESTIMATION METHODS, AND MODEL SPECIFICATION ON STRUCTURAL EQUATION MODELING FIT INDEXES , 1999 .

[76]  Richard P. Bagozzi,et al.  A comparison of leading theories for the prediction of goal‐directed behaviours , 1995 .

[77]  K. Jöreskog A General Method for Estimating a Linear Structural Equation System. , 1970 .

[78]  Robert LaRose,et al.  Sharing or Piracy? An Exploration of Downloading Behavior , 2005, J. Comput. Mediat. Commun..

[79]  R. LaRose,et al.  A Social-Cognitive Approach to Uses and Gratifications , 2008 .

[80]  Peter A. Todd,et al.  Understanding Information Technology Usage: A Test of Competing Models , 1995, Inf. Syst. Res..

[81]  Per E. Pedersen,et al.  Intentions to use mobile services: Antecedents and cross-service comparisons , 2005 .

[82]  Frantz Rowe,et al.  Organizational impacts of new communication technology: a comparison of cellular phone adoption in France and the United States , 1999 .

[83]  John Dimmick,et al.  The Gratification Niches of Personal E-mail and the Telephone , 2000, Commun. Res..

[84]  M. Browne,et al.  Alternative Ways of Assessing Model Fit , 1992 .

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

[86]  M. J. Rosenberg Cognitive structure and attitudinal affect. , 1956, Journal of abnormal psychology.

[87]  Peter M. Bentler,et al.  EQS : structural equations program manual , 1989 .

[88]  Curtis P. Haugtvedt,et al.  Beyond Fact or Artifact: An Assessment of Fishbein and Middlestadt's Perspectives on Attitude Change Processes , 1997 .

[89]  R. L. Holbert,et al.  Structural Equation Modeling in the Communication Sciences, 1995–2000 , 2002 .

[90]  R. Rosenthal Meta-analytic procedures for social research , 1984 .

[91]  Cutting,et al.  Accuracy, Scope, and Flexibility of Models. , 2000, Journal of mathematical psychology.

[92]  G. Cronkhite,et al.  Persuasion: Speech and Behavioral Change. , 1969 .

[93]  Nebraska symposium on motivation 1979: beliefs, attitudes, and values. , 1980, Nebraska Symposium on Motivation. Nebraska Symposium on Motivation.

[94]  RADIO RESEARCH , 1942, Nature.

[95]  B. Muthén,et al.  A comparison of some methodologies for the factor analysis of non‐normal Likert variables , 1985 .

[96]  A. Bandura,et al.  Social learning and personality development , 1964 .

[97]  Jane M. Howell,et al.  Personal Computing: Toward a Conceptual Model of Utilization , 1991, MIS Q..

[98]  P.G.J. Hendriks Vettehen Conceptualisering en operationalisering van het begrip 'motief' in uses & gratifications onderzoek , 1998 .

[99]  Kristopher J Preacher,et al.  Quantifying Parsimony in Structural Equation Modeling , 2006, Multivariate behavioral research.

[100]  J. Katz Connections: Social and Cultural Studies of the Telephone in American Life , 1999 .

[101]  D. Leonard-Barton,et al.  Managerial influence in the implementation of new technology , 1988 .

[102]  A. Bandura Principles of behavior modification , 1969 .

[103]  Karl-Dieter Opp,et al.  Methodologie der Sozialwissenschaften , 1995 .

[104]  Judee K. Burgoon,et al.  Interpersonal Deception Theory , 1996 .

[105]  Pin Luarn,et al.  Predicting consumer intention to use mobile service , 2006, Inf. Syst. J..

[106]  H C Triandis,et al.  Values, attitudes, and interpersonal behavior. , 1980, Nebraska Symposium on Motivation. Nebraska Symposium on Motivation.

[107]  I. Ajzen Perceived behavioral control, self-efficacy, locus of control, and the theory of planned behavior. , 2002 .

[108]  Myung Hwan Yun,et al.  Incorporating user satisfaction into the look-and-feel of mobile phone design , 2003, Ergonomics.

[109]  G. Schwarz Estimating the Dimension of a Model , 1978 .

[110]  J. J. Galloway Audience uses and Gratifications: An Expectancy Model , 1981 .

[111]  D. L. Swanson,et al.  Disentangling Antecedents of Audience Exposure Levels: Extending Expectancy-Value Analyses of Gratifications Sought from Television News. , 1988 .

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

[113]  M. Dainton,et al.  Applying Communication Theory for Professional Life: A Practical Introduction , 2004 .

[114]  Erik Bohlin,et al.  The future of mobile communications in the EU , 2007, Telematics Informatics.

[115]  Alexander van Deursen,et al.  Explaining and analyzing audiences: A social cognitive approach to selectivity and media use , 2006 .

[116]  R. LaRose,et al.  Understanding Internet Usage , 2001 .

[117]  Gordon B. Davis,et al.  User Acceptance of Information Technology: Toward a Unified View , 2003, MIS Q..

[118]  Stephen W. Littlejohn,et al.  Theories of Human Communication -8/E. , 2007 .

[119]  P. Bentler,et al.  Significance Tests and Goodness of Fit in the Analysis of Covariance Structures , 1980 .

[120]  Denis McQuail,et al.  With More Hindsight: Conceptual Problems and Some Ways Forward for Media Use Research , 2001 .

[121]  Robert Cudeck,et al.  Analysis of correlation matrices using covariance structure models. , 1989 .

[122]  Miguel P Caldas,et al.  Research design: qualitative, quantitative, and mixed methods approaches , 2003 .

[123]  Viswanath Venkatesh,et al.  Determinants of Perceived Ease of Use: Integrating Control, Intrinsic Motivation, and Emotion into the Technology Acceptance Model , 2000, Inf. Syst. Res..

[124]  Venkateshviswanath,et al.  A Theoretical Extension of the Technology Acceptance Model , 2000 .

[125]  A. Panter,et al.  Writing about structural equation models. , 1995 .

[126]  Barry Brown Studying the use of mobile technology , 2001 .

[127]  Erich J. Neuhold,et al.  Information and communication technology , 2007, 2007 International Forum on Strategic Technology.

[128]  Jerald L Schnoor,et al.  Where to Go from Here , 2003, Nature.

[129]  Thomas E. Ruggiero Uses and Gratifications Theory in the 21st Century , 2000 .

[130]  David W. Britt,et al.  A Conceptual Introduction To Modeling: Qualitative and Quantitative Perspectives , 1997 .

[131]  Philip Palmgreen,et al.  Uses and Gratifications: A Theoretical Perspective , 1984 .

[132]  Robert LaRose,et al.  Unregulated Internet Usage: Addiction, Habit, or Deficient Self-Regulation? , 2003 .

[133]  Robert D. McPhee,et al.  Causal modeling in communication research: Use, disuse, and misuse , 1987 .

[134]  Michael R. Ward,et al.  Going Mobile: Substitutability Between Fixed and Mobile Access , 2003 .

[135]  Viswanath Venkatesh,et al.  Where To Go From Here? Thoughts on Future Directions for Research on Individual-Level Technology Adoption with a Focus on Decision Making , 2006, Decis. Sci..

[136]  Lee Humphreys,et al.  Cellphones in public: social interactions in a wireless era , 2005, New Media Soc..

[137]  Dale Goodhue,et al.  Understanding user evaluations of information systems , 1995 .

[138]  Roger J. Calantone,et al.  A comparison of three models to explain shop‐bot use on the web , 2002 .

[139]  A. Satorra,et al.  Scaled test statistics and robust standard errors for non-normal data in covariance structure analysis: a Monte Carlo study. , 1991, The British journal of mathematical and statistical psychology.

[140]  Brooke Barnett,et al.  PCTV: Consumers, Expectancy-Value and Likely Adoption , 2006 .

[141]  David M. Dozier,et al.  Media Self-Efficacy: Validation of a New Concept , 2001 .

[142]  W. Feek Communication works. , 1996, AIDS/STD health promotion exchange.

[143]  Emin Babakus,et al.  The Sensitivity of Confirmatory Maximum Likelihood Factor Analysis to Violations of Measurement Scale and Distributional Assumptions , 1987 .

[144]  Mark A. Pitt,et al.  Model Evaluation, Testing and Selection , 2005 .

[145]  Edward J. Rykiel,et al.  Testing ecological models: the meaning of validation , 1996 .

[146]  W. Barnett Pearce,et al.  Generality and Necessity in Three Types of Theory About Human Communication, With Special Attention to Rules Theory. , 1977 .

[147]  Robert LaRose,et al.  Internet Self-Efficacy and the Psychology of the Digital Divide , 2006, J. Comput. Mediat. Commun..

[148]  H. Akaike Factor analysis and AIC , 1987 .

[149]  R. LaRose,et al.  A Social Cognitive Theory of Internet Uses and Gratifications: Toward a New Model of Media Attendance , 2004 .