The moderating role of prior experience in technological acceptance models for ubiquitous computing services in urban environments

Ubiquitous computing services constitute a new information technology that can be used in thousands of potential applications and environments. Ubiquitous computing is also changing the classic paradigm of information technology as it is forcing social and cultural changes. Determining factors affecting the use of ubiquitous services is essential to correctly define the characteristics of new value added services. However, this study investigates not only these factors, but also the moderating effect of previous experience. Due to the technological nature of ubiquitous services, previous experience alters the way in which potential users face these services. Findings suggest that previous experience changes the way in which antecedent relates to basic TAM constructs. The derived research models and empirical results also provide valuable indicators for future research and managerial guidelines for the successful adoption of ubiquitous computing services.

[1]  Andreas Butz,et al.  The connected user interface: realizing a personal situated navigation service , 2004, IUI '04.

[2]  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..

[3]  Detmar W. Straub,et al.  Inexperience and experience with online stores: the importance of TAM and trust , 2003, IEEE Trans. Engineering Management.

[4]  Sergio L. Toral Marín,et al.  An Enhanced Background Estimation Algorithm for Vehicle Detection in Urban Traffic Scenes , 2010, IEEE Transactions on Vehicular Technology.

[5]  Jaejeung Rho,et al.  Extending the TAM for a t-commerce , 2005, Inf. Manag..

[6]  Peter A. Todd,et al.  Assessing IT usage: the role of prior experience , 1995 .

[7]  C.D. Martin,et al.  The Media Equation: How People Treat Computers, Television and New Media Like Real People and Places [Book Review] , 1997, IEEE Spectrum.

[8]  Dong Hee Shin,et al.  User acceptance of mobile Internet: Implication for convergence technologies , 2007, Interact. Comput..

[9]  Kar Yan Tam,et al.  The Effects of Post-Adoption Beliefs on the Expectation-Confirmation Model for Information Technology Continuance , 2006, Int. J. Hum. Comput. Stud..

[10]  Sumeet Gupta,et al.  Value-based Adoption of Mobile Internet: An empirical investigation , 2007, Decis. Support Syst..

[11]  Sergio L. Toral Marín,et al.  Identification of new added value services on intelligent transportation systems , 2013, Behav. Inf. Technol..

[12]  Xianggui Qu,et al.  Multivariate Data Analysis , 2007, Technometrics.

[13]  Daniel P. Siewiorek,et al.  New frontiers of application design , 2002, CACM.

[14]  Imsook Ha,et al.  Determinants of adoption of mobile games under mobile broadband wireless access environment , 2007, Inf. Manag..

[15]  R. Zmud INDIVIDUAL DIFFERENCES AND MIS SUCCESS: A REVIEW OF THE EMPIRICAL LITERATURE* , 1979 .

[16]  Oh Byung Kwon,et al.  Modeling and generating context-aware agent-based applications with amended colored Petri nets , 2004, Expert Syst. Appl..

[17]  Tino Fenech,et al.  Using Perceived Ease of Use and Perceived Usefulness to Predict Acceptance of the World Wide Web , 1998, Comput. Networks.

[18]  Roy Radner,et al.  On the allocation of effort , 1975 .

[19]  Andrew E. Fano,et al.  The future of business services in the age of ubiquitous computing , 2002, CACM.

[20]  Alasdair J. Macdonald,et al.  ‘Voices’ , 2005 .

[21]  N. Bolger,et al.  Personality and the problems of everyday life: the role of neuroticism in exposure and reactivity to daily stressors. , 1991, Journal of personality.

[22]  S. Turkle Life on the Screen: Identity in the Age of the Internet , 1997 .

[23]  William T. Ross,et al.  The Asymmetric Impact of Negative and Positive Attribute-Level Performance on Overall Satisfaction and Repurchase Intentions , 1998 .

[24]  Hyeong Yu Janga,et al.  Customer acceptance of IPTV service quality , 2011, Int. J. Inf. Manag..

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

[26]  Viswanath Venkatesh,et al.  Creation of Favorable User Perceptions: Exploring the Role of Intrinsic Motivation , 1999, MIS Q..

[27]  C. Nass,et al.  How “Real” Are Computer Personalities? , 1996 .

[28]  HanIngoo,et al.  User behaviors toward mobile data services , 2009 .

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

[30]  Alain Yee-Loong Chong,et al.  Predicting consumer decisions to adopt mobile commerce: Cross country empirical examination between China and Malaysia , 2012, Decis. Support Syst..

[31]  Sergio L. Toral Marín,et al.  eDSPLab: remote laboratory for experiments on DSP applications , 2008, Internet Res..

[32]  Cynthia M. Jackson,et al.  Toward an Understanding of the Behavioral Intention to Use an Information System , 1997 .

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

[34]  Richard D. Johnson,et al.  Beliefs about the social roles and capabilities of computing technology: development of the computing technology continuum of perspective , 2008, Behav. Inf. Technol..

[35]  Sergio L. Toral Marín,et al.  Addressing Learner Satisfaction Outcomes in Electronic Instrumentation and Measurement Laboratory Course Organization , 2007, IEEE Transactions on Education.

[36]  Changsu Kim,et al.  An empirical investigation of factors affecting ubiquitous computing use and U-business value , 2009, Int. J. Inf. Manag..

[37]  Elena Karahanna,et al.  Time Flies When You're Having Fun: Cognitive Absorption and Beliefs About Information Technology Usage , 2000, MIS Q..

[38]  Sergio L. Toral Marín,et al.  Modeling Learner Satisfaction in an Electronic Instrumentation and Measurement Course Using Structural Equation Models , 2009, IEEE Transactions on Education.

[39]  Ritu Agarwal,et al.  A Conceptual and Operational Definition of Personal Innovativeness in the Domain of Information Technology , 1998, Inf. Syst. Res..

[40]  Mark Weiser The computer for the 21st century , 1991 .

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

[42]  Kalle Lyytinen,et al.  Issues and Challenges in Ubiquitous Computing , 2002 .

[43]  Chang Liu,et al.  Determinants of accepting wireless mobile data services in China , 2008, Inf. Manag..

[44]  Kalle Lyytinen,et al.  Research Commentary: The Next Wave of Nomadic Computing , 2002, Inf. Syst. Res..

[45]  Clifford Nass,et al.  Computers that care: investigating the effects of orientation of emotion exhibited by an embodied computer agent , 2005, Int. J. Hum. Comput. Stud..

[46]  Wayne D. Hoyer,et al.  The Role of Cognition and Affect in the Formation of Customer Satisfaction: A Dynamic Perspective , 2006 .

[47]  D. Watson,et al.  On traits and temperament: general and specific factors of emotional experience and their relation to the five-factor model. , 1992, Journal of personality.

[48]  Kar Yan Tam,et al.  Understanding Continued Information Technology Usage Behavior: A Comparison of Three Models in the Context of Mobile Internet , 2006, Decis. Support Syst..

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

[50]  P. Bentler,et al.  Simultaneous equation systems as moment structure models : With an introduction to latent variable models , 1983 .

[51]  Richard G. Netemeyer,et al.  Price Perceptions and Consumer Shopping Behavior: A Field Study , 1993 .

[52]  Sergio L. Toral Marín,et al.  The role of Internet in the development of future software projects , 2010, Internet Res..

[53]  Richard,et al.  Extrinsic and Intrinsic Motivation to Use Computers in the Workplace , 2022 .

[54]  Clifford Nass,et al.  The media equation - how people treat computers, television, and new media like real people and places , 1996 .

[55]  Ritu Agarwal,et al.  Are Individual Differences Germane to the Acceptance of New Information Technologies , 1999 .

[56]  Jukka Riekki,et al.  A context based storage for ubiquitous computing applications , 2004, EUSAI '04.

[57]  L. Berry Relationship marketing of services—growing interest, emerging perspectives , 1995 .

[58]  Fred D. Davis,et al.  Extrinsic and Intrinsic Motivation to Use Computers in the Workplace1 , 1992 .

[59]  V. Zeithaml Consumer Perceptions of Price, Quality, and Value: A Means-End Model and Synthesis of Evidence: , 1988 .

[60]  Ingoo Han,et al.  Behavioral Intention Perceived Usefulness Perceived Ease of Use Behavioral Intention Perceived Enjoyment Perceived Usefulness Perceived Ease of Use Perceived Fee Behavioral Intention Perceived Enjoyment Perceived Usefulness Perceived Ease of Use Prior Experience , 2009 .

[61]  Sergio L. Toral Marín,et al.  A technological acceptance of e-learning tools used in practical and laboratory teaching, according to the European higher education area 1 , 2008, Behav. Inf. Technol..

[62]  James Beck,et al.  Challenges: an application model for pervasive computing , 2000, MobiCom '00.

[63]  Amitava Mukherjee,et al.  Pervasive Computing: A Paradigm for the 21st Century , 2003, Computer.

[64]  William R. King,et al.  A meta-analysis of the technology acceptance model , 2006, Inf. Manag..

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

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

[67]  Sergio L. Toral Marín,et al.  Embedded Multimedia Processors for Road-Traffic Parameter Extension , 2009, Computer.

[68]  C. Nass,et al.  Social-Psychological Origins of Feelings of Presence: Creating Social Presence With Machine-Generated Voices , 2005 .

[69]  Paul G. Bahn Charting the past , 2004, Nature.

[70]  Daniel Gutiérrez-Reina,et al.  An evolutionary computation approach for optimizing connectivity in disaster response scenarios , 2013, Appl. Soft Comput..

[71]  Manuel R. Arahal,et al.  Current paradigms in intelligent transportation systems , 2010 .

[72]  Clifford Nass,et al.  Machines, social attributions, and ethopoeia: performance assessments of computers subsequent to "self-" or "other-" evaluations , 1994, Int. J. Hum. Comput. Stud..

[73]  Kirk L. Wakefield,et al.  Can A Retail Web Site be Social? , 2007 .

[74]  John Ingham,et al.  Why do people use information technology? A critical review of the technology acceptance model , 2003, Inf. Manag..

[75]  Bernd W. Wirtz,et al.  Understanding consumer acceptance of mobile payment services: An empirical analysis , 2010, Electron. Commer. Res. Appl..

[76]  Suzanne K. Damarin,et al.  The second self: Computers and the human spirit , 1985 .

[77]  Shian-Shyong Tseng,et al.  Collaborative real-time traffic information generation and sharing framework for the intelligent transportation system , 2010, Inf. Sci..

[78]  Martin Wetzels,et al.  A meta-analysis of the technology acceptance model: Investigating subjective norm and moderation effects , 2007, Inf. Manag..

[79]  S. Jackson,et al.  MANAGING STRESS THROUGH PHRM PRACTICES: AN UNCERTAINTY INTERPRETATION , 2004 .

[80]  B. J. Fogg,et al.  Silicon sycophants: the effects of computers that flatter , 1997, Int. J. Hum. Comput. Stud..

[81]  Sergio L. Toral Marín,et al.  Analysis of utility and use of a web-based tool for digital signal processing teaching by means of a technological acceptance model , 2007, Comput. Educ..

[82]  Neville A. Stanton Introduction: Ubiquitous Computing: Anytime, Anyplace, Anywhere? , 2001, Int. J. Hum. Comput. Interact..

[83]  Vallabh Sambamurthy,et al.  Research Report: The Evolving Relationship Between General and Specific Computer Self-Efficacy - An Empirical Assessment , 2000, Inf. Syst. Res..

[84]  Robin L. Wakefield,et al.  How website socialness leads to website use , 2011, Eur. J. Inf. Syst..

[85]  Fredrik Espinoza,et al.  Using Quake III Arena to simulate sensors and actuators when evaluating and testing mobile services , 2001, CHI Extended Abstracts.

[86]  Detmar W. Straub,et al.  Information Technology Adoption Across Time: A Cross-Sectional Comparison of Pre-Adoption and Post-Adoption Beliefs , 1999, MIS Q..

[87]  M. Weiser The Computer for the Twenty-First Century , 1991 .

[88]  Magid Igbaria,et al.  The effects of self-efficacy on computer usage , 1995 .

[89]  Hans van der Heijden,et al.  User Acceptance of Hedonic Information Systems , 2004, MIS Q..

[90]  Gregory D. Abowd,et al.  Charting past, present, and future research in ubiquitous computing , 2000, TCHI.

[91]  C. Nass,et al.  Voices, boxes, and sources of messages: Computers and social actors. , 1993 .

[92]  Mun Y. Yi,et al.  Predicting the use of web-based information systems: self-efficacy, enjoyment, learning goal orientation, and the technology acceptance model , 2003, Int. J. Hum. Comput. Stud..

[93]  Thomas Erickson,et al.  Some problems with the notion of context-aware computing , 2002, CACM.

[94]  Keith Cheverst,et al.  The role of adaptive hypermedia in a context-aware tourist GUIDE , 2002, CACM.

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

[96]  So Young Sohn,et al.  Searching customer patterns of mobile service using clustering and quantitative association rule , 2008, Expert Syst. Appl..

[97]  Eun-Ju Lee,et al.  Effects of gendered character representation on person perception and informational social influence in computer-mediated communication , 2004, Comput. Hum. Behav..

[98]  Kar Yan Tam,et al.  Understanding the Adoption of Multipurpose Information Appliances: The Case of Mobile Data Services , 2006, Inf. Syst. Res..

[99]  OoiKeng-Boon,et al.  Predicting consumer decisions to adopt mobile commerce , 2012, DSS 2012.

[100]  Frank Vetere,et al.  Designing TramMateña context-aware mobile system supporting use of public transportation , 2003, DUX '03.

[101]  Joseph Bates,et al.  The role of emotion in believable agents , 1994, CACM.

[102]  Ronald E. Anderson,et al.  Human-computer relationships: Interactions and attitudes , 1974 .

[103]  Cheolho Yoon,et al.  Convenience and TAM in a ubiquitous computing environment: The case of wireless LAN , 2007, Electron. Commer. Res. Appl..

[104]  Viswanath Venkatesh,et al.  A Longitudinal Investigation of Personal Computers in Homes: Adoption Determinants and Emerging Challenges , 2001, MIS Q..

[105]  R. Rosenfeld Belief , 2012, Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery.

[106]  이훈,et al.  지각된 유용성(Perceived Usefulness)의 영향분석 , 2004 .

[107]  M. Rocío Martínez-Torres,et al.  Application of evolutionary computation techniques for the identification of innovators in open innovation communities , 2013, Expert Syst. Appl..

[108]  B. J. Fogg,et al.  Can computers be teammates? , 1996, Int. J. Hum. Comput. Stud..