메뉴 건너뛰기




Volumn 36, Issue , 2014, Pages 198-213

Predicting the drivers of behavioral intention to use mobile learning: A hybrid SEM-Neural Networks approach

Author keywords

Artificial Neural Networks (ANN); Mobile learning (m learning); Structural Equation Modeling (SEM); Technology Acceptance Model (TAM); User behavior

Indexed keywords

INFORMATION TECHNOLOGY; NEURAL NETWORKS; SURVEYS; BACKPROPAGATION; E-LEARNING; ECONOMIC AND SOCIAL EFFECTS; SENSITIVITY ANALYSIS;

EID: 84899428011     PISSN: 07475632     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chb.2014.03.052     Document Type: Article
Times cited : (353)

References (152)
  • 1
    • 0000913978 scopus 로고    scopus 로고
    • Time flies when you're having fun: Cognitive absorption and beliefs about information technology usage
    • R. Agarwal, and E. Karahanna Time flies when you're having fun: Cognitive absorption and beliefs about information technology usage Management Information Systems Quarterly 24 4 2000 665 694
    • (2000) Management Information Systems Quarterly , vol.24 , Issue.4 , pp. 665-694
    • Agarwal, R.1    Karahanna, E.2
  • 2
    • 0032339276 scopus 로고    scopus 로고
    • A conceptual and operational definition of personal innovativeness in the domain of information technology
    • R. Agarwal, and J. Prasad A conceptual and operational definition of personal innovativeness in the domain of information technology Information Systems Research 9 2 1998 204 215
    • (1998) Information Systems Research , vol.9 , Issue.2 , pp. 204-215
    • Agarwal, R.1    Prasad, J.2
  • 4
    • 37249036235 scopus 로고
    • Prediction of goal-directed behavior: Attitudes, intentions, and perceived behavioral control
    • I. Ajzen, and T.J. Madden Prediction of goal-directed behavior: Attitudes, intentions, and perceived behavioral control Journal of Experimental Social Psychology 22 1986 453 474
    • (1986) Journal of Experimental Social Psychology , vol.22 , pp. 453-474
    • Ajzen, I.1    Madden, T.J.2
  • 8
    • 84899414696 scopus 로고    scopus 로고
    • Ambient Insight (2010). Accessed 01.08.10
    • Ambient Insight (2010). < http://www.ambientinsight.com/Reports/ MobileLearning.aspx >. Accessed 01.08.10.
  • 9
    • 41649112685 scopus 로고
    • Structural equation modeling in practice: A review and recommended two-step approach
    • J.C. Anderson, and D.W. Gerbing Structural equation modeling in practice: A review and recommended two-step approach Psychological Bulletin 103 3 1988 411 423
    • (1988) Psychological Bulletin , vol.103 , Issue.3 , pp. 411-423
    • Anderson, J.C.1    Gerbing, D.W.2
  • 14
    • 0023020183 scopus 로고
    • The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations
    • N.S. Baron, and D.A. Kenny The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations Journal of Personality and Social Psychology 51 1986 1173 1182
    • (1986) Journal of Personality and Social Psychology , vol.51 , pp. 1173-1182
    • Baron, N.S.1    Kenny, D.A.2
  • 16
    • 0001233581 scopus 로고
    • Alternative ways of assessing model fit
    • K.A. Bollen, J.S. Long, Sage Newbury Park, CA
    • M.W. Browne, and R. Cudeck Alternative ways of assessing model fit K.A. Bollen, J.S. Long, Testing structural equation models 1993 Sage Newbury Park, CA 136 162
    • (1993) Testing Structural Equation Models , pp. 136-162
    • Browne, M.W.1    Cudeck, R.2
  • 17
    • 67649124272 scopus 로고    scopus 로고
    • Augmenting paper-based learning with mobile phones
    • P.Y. Chao, and G.D. Chen Augmenting paper-based learning with mobile phones Interacting with Computers 21 3 2009 173 185
    • (2009) Interacting with Computers , vol.21 , Issue.3 , pp. 173-185
    • Chao, P.Y.1    Chen, G.D.2
  • 18
    • 35148889505 scopus 로고    scopus 로고
    • Ubiquitous learning website: Scaffold learners by mobile devices with information-aware techniques
    • DOI 10.1016/j.compedu.2006.03.004, PII S0360131506000650
    • G.D. Chen, C.K. Chang, and C.Y. Wang Ubiquitous learning website: Scaffold learners by mobile devices with information-aware techniques Computers & Education 50 1 2008 77 90 (Pubitemid 47538838)
    • (2008) Computers and Education , vol.50 , Issue.1 , pp. 77-90
    • Chen, G.D.1    Chang, C.K.2    Wang, C.Y.3
  • 19
    • 56349100536 scopus 로고    scopus 로고
    • Using neural networks and data mining techniques for the financial distress prediction model
    • W.S. Chen, and Y.K. Du Using neural networks and data mining techniques for the financial distress prediction model Expert Systems with Applications 36 2 2009 4075 4086
    • (2009) Expert Systems with Applications , vol.36 , Issue.2 , pp. 4075-4086
    • Chen, W.S.1    Du, Y.K.2
  • 20
    • 84861845935 scopus 로고    scopus 로고
    • An investigation of mobile learning readiness in higher education based on the theory of planned behavior
    • J. Cheon, S. Lee, S.M. Crooks, and J. Song An investigation of mobile learning readiness in higher education based on the theory of planned behavior Computers & Education 59 3 2012 1054 1064
    • (2012) Computers & Education , vol.59 , Issue.3 , pp. 1054-1064
    • Cheon, J.1    Lee, S.2    Crooks, S.M.3    Song, J.4
  • 21
    • 0037403357 scopus 로고    scopus 로고
    • An empirical study on the adoption of information appliances with the focus on interactive TV
    • H. Choi, M.S. Choi, J.W. Kim, and H.S. Yu An empirical study on the adoption of information appliances with the focus on interactive TV Telematics and Informatics 20 2 2003 161 183
    • (2003) Telematics and Informatics , vol.20 , Issue.2 , pp. 161-183
    • Choi, H.1    Choi, M.S.2    Kim, J.W.3    Yu, H.S.4
  • 22
    • 84867690239 scopus 로고    scopus 로고
    • Predicting m-commerce adoption determinants: A neural network approach
    • A.Y.L. Chong Predicting m-commerce adoption determinants: A neural network approach Expert Systems with Applications 40 2 2013 523 530
    • (2013) Expert Systems with Applications , vol.40 , Issue.2 , pp. 523-530
    • Chong, A.Y.L.1
  • 23
    • 84870250297 scopus 로고    scopus 로고
    • A two-staged SEM-Neural network approach for understanding and predicting the determinants of m-commerce adoption
    • A.Y.L. Chong A two-staged SEM-Neural network approach for understanding and predicting the determinants of m-commerce adoption Expert Systems with Applications 40 4 2013 1240 1247
    • (2013) Expert Systems with Applications , vol.40 , Issue.4 , pp. 1240-1247
    • Chong, A.Y.L.1
  • 24
    • 84859210576 scopus 로고    scopus 로고
    • Predicting consumers' decision to adopt mobile commerce: Cross country empirical examination between China and Malaysia
    • A.Y.L. Chong, F.T.S. Chan, and K.B. Ooi Predicting consumers' decision to adopt mobile commerce: Cross country empirical examination between China and Malaysia Decision Support Systems 53 1 2012 34 43
    • (2012) Decision Support Systems , vol.53 , Issue.1 , pp. 34-43
    • Chong, A.Y.L.1    Chan, F.T.S.2    Ooi, K.B.3
  • 25
    • 67650084392 scopus 로고    scopus 로고
    • Collaborative commerce in supply chain management: A study of adoption status in Malaysian electrical and electronic industry
    • A.Y.L. Chong, and K.B. Ooi Collaborative commerce in supply chain management: A study of adoption status in Malaysian electrical and electronic industry Journal of Applied Sciences 8 21 2008 3836 3844
    • (2008) Journal of Applied Sciences , vol.8 , Issue.21 , pp. 3836-3844
    • Chong, A.Y.L.1    Ooi, K.B.2
  • 30
    • 39149087350 scopus 로고    scopus 로고
    • Explaining B2C e-commerce acceptance: An integrative model based on the framework by Gatignon and Robertson
    • A.H. Crespo, and I.A.R.D.B. Rodriguez Explaining B2C e-commerce acceptance: An integrative model based on the framework by Gatignon and Robertson Interacting with Computers 20 2 2008 212 224
    • (2008) Interacting with Computers , vol.20 , Issue.2 , pp. 212-224
    • Crespo, A.H.1    Rodriguez, I.A.R.D.B.2
  • 31
    • 77649314505 scopus 로고    scopus 로고
    • The use of handheld mobile devices: Their impact and implications for library services
    • J. Cummings, A. Merrill, and S. Borrelli The use of handheld mobile devices: Their impact and implications for library services Library Hi Tech 28 1 2010 22 40
    • (2010) Library Hi Tech , vol.28 , Issue.1 , pp. 22-40
    • Cummings, J.1    Merrill, A.2    Borrelli, S.3
  • 32
    • 84861084813 scopus 로고    scopus 로고
    • A multilingual mobile university information portal designed to cater for visiting overseas students
    • K. Curran, and W. Huang A multilingual mobile university information portal designed to cater for visiting overseas students Interactive Technology and Smart Education 5 1 2008 4 28
    • (2008) Interactive Technology and Smart Education , vol.5 , Issue.1 , pp. 4-28
    • Curran, K.1    Huang, W.2
  • 33
    • 55249087535 scopus 로고
    • Perceived usefulness, perceived ease of use and user acceptance of Information Technology
    • F.D. Davis Perceived usefulness, perceived ease of use and user acceptance of Information Technology Management Information Systems Quarterly 13 3 1989 319 340
    • (1989) Management Information Systems Quarterly , vol.13 , Issue.3 , pp. 319-340
    • Davis, F.D.1
  • 34
    • 43949170577 scopus 로고
    • User acceptance of information technology: System characteristics, user perceptions and behavioral impacts
    • F.D. Davis User acceptance of information technology: System characteristics, user perceptions and behavioral impacts International Journal of Man-Machine Studies 38 3 1993 475 487
    • (1993) International Journal of Man-Machine Studies , vol.38 , Issue.3 , pp. 475-487
    • Davis, F.D.1
  • 35
    • 77950022877 scopus 로고    scopus 로고
    • Job mobility restriction mechanisms and appropriability in organizations: The mediating role of secrecy and lead time
    • H. Delerue, and A. Lejeune Job mobility restriction mechanisms and appropriability in organizations: The mediating role of secrecy and lead time Technovation 30 5-6 2010 359 366
    • (2010) Technovation , vol.30 , Issue.56 , pp. 359-366
    • Delerue, H.1    Lejeune, A.2
  • 36
    • 33749409984 scopus 로고    scopus 로고
    • TQM and market orientation's impact on SMEs' performance
    • DOI 10.1108/02635570610710836
    • M. Demirbag, S.C.L. Koh, E. Tatoglu, and S. Zaim TQM and market orientation's impact on SMEs' performance Industrial Management & Data Systems 106 8 2006 1206 1228 (Pubitemid 44505601)
    • (2006) Industrial Management and Data Systems , vol.106 , Issue.8 , pp. 1206-1228
    • Demirbag, M.1    Koh, S.C.L.2    Tatoglu, E.3    Zaim, S.4
  • 37
    • 69949091254 scopus 로고    scopus 로고
    • Learning on the move: How m-learning could transform training and development
    • K. Donnelly Learning on the move: How m-learning could transform training and development Development and Learning in Organizations 23 4 2009 8 11
    • (2009) Development and Learning in Organizations , vol.23 , Issue.4 , pp. 8-11
    • Donnelly, K.1
  • 41
    • 25144472638 scopus 로고    scopus 로고
    • An exploration of student internet use in India
    • M. Fusilier, and S. Durlabhji An exploration of student internet use in India Campus-wide Information Systems 22 4 2005 233 246
    • (2005) Campus-wide Information Systems , vol.22 , Issue.4 , pp. 233-246
    • Fusilier, M.1    Durlabhji, S.2
  • 42
    • 0000621559 scopus 로고
    • A propositional inventory for new diffusion research
    • H. Gatignon, and T.S. Robertson A propositional inventory for new diffusion research Journal of Consumer Research 11 1985 849 867
    • (1985) Journal of Consumer Research , vol.11 , pp. 849-867
    • Gatignon, H.1    Robertson, T.S.2
  • 43
    • 33947243109 scopus 로고    scopus 로고
    • Mobile Learning in the 21st Century: Benefit for Learners
    • Accessed 01.08.10
    • Geddes, S. J. (2004). Mobile Learning in the 21st Century: Benefit for Learners, Knowledge Tree e-Journal. . Accessed 01.08.10.
    • (2004) Knowledge Tree E-Journal
    • Geddes, S.J.1
  • 46
    • 50449099295 scopus 로고    scopus 로고
    • Mobile learning for the twenty-first century librarian
    • J. Hahn Mobile learning for the twenty-first century librarian Reference Services Review 36 3 2008 272 288
    • (2008) Reference Services Review , vol.36 , Issue.3 , pp. 272-288
    • Hahn, J.1
  • 50
    • 80052716970 scopus 로고    scopus 로고
    • An empirical analysis of Malaysian pre-university students' ICT competency gender differences
    • T.S. Hew, and L.Y. Leong An empirical analysis of Malaysian pre-university students' ICT competency gender differences International Journal of Network and Mobile Technologies 2 1 2011 15 29
    • (2011) International Journal of Network and Mobile Technologies , vol.2 , Issue.1 , pp. 15-29
    • Hew, T.S.1    Leong, L.Y.2
  • 51
    • 0002111266 scopus 로고
    • Role of efficacy expectations in predicting the decision to use advanced technologies: A case of computers
    • T. Hill, N.D. Smith, and M.F. Mann Role of efficacy expectations in predicting the decision to use advanced technologies: A case of computers Journal of Applied Psychology 72 2 1987 307 318
    • (1987) Journal of Applied Psychology , vol.72 , Issue.2 , pp. 307-318
    • Hill, T.1    Smith, N.D.2    Mann, M.F.3
  • 52
    • 33750479041 scopus 로고    scopus 로고
    • Understanding continued information technology usage behavior: A comparison of three models in the context of mobile internet
    • S.J. Hong, J.Y.L. Thong, J.Y. Moon, and K.Y. Tam Understanding continued information technology usage behavior: A comparison of three models in the context of mobile internet Decision Support Systems 42 3 2006 1819 1832
    • (2006) Decision Support Systems , vol.42 , Issue.3 , pp. 1819-1832
    • Hong, S.J.1    Thong, J.Y.L.2    Moon, J.Y.3    Tam, K.Y.4
  • 54
    • 33750264051 scopus 로고    scopus 로고
    • Knowledge-based mobile learning framework for museums
    • T.Y. Hsu, H.R. Ke, and W.P. Yang Knowledge-based mobile learning framework for museums The Electronic Library 24 5 2006 635 648
    • (2006) The Electronic Library , vol.24 , Issue.5 , pp. 635-648
    • Hsu, T.Y.1    Ke, H.R.2    Yang, W.P.3
  • 55
    • 33847032218 scopus 로고    scopus 로고
    • Adoption of the mobile internet: An empirical study of multimedia message service (MMS)
    • C.L. Hsu, H.P. Lu, and H.H. Hsu Adoption of the mobile internet: An empirical study of multimedia message service (MMS) Omega 35 6 2007 715 726
    • (2007) Omega , vol.35 , Issue.6 , pp. 715-726
    • Hsu, C.L.1    Lu, H.P.2    Hsu, H.H.3
  • 56
    • 84893958215 scopus 로고    scopus 로고
    • Exploring smart phone improvements based on a hybrid MCDM model
    • S.K. Hu, M.T. Lu, and G.H. Tzeng Exploring smart phone improvements based on a hybrid MCDM model Expert Systems with Applications 41 9 2014 4401 4413
    • (2014) Expert Systems with Applications , vol.41 , Issue.9 , pp. 4401-4413
    • Hu, S.K.1    Lu, M.T.2    Tzeng, G.H.3
  • 57
    • 35648948383 scopus 로고    scopus 로고
    • Elucidating user behavior of mobile learning: A perspective of the extended Technology Acceptance Model
    • J.H. Huang, Y.R. Lin, and S.T. Chuang Elucidating user behavior of mobile learning: A perspective of the extended Technology Acceptance Model The Electronic Library Emerald Group Publishing Limited 25 5 2007 586 599
    • (2007) The Electronic Library Emerald Group Publishing Limited , vol.25 , Issue.5 , pp. 586-599
    • Huang, J.H.1    Lin, Y.R.2    Chuang, S.T.3
  • 58
    • 80052328300 scopus 로고    scopus 로고
    • Factors affecting perception of information security and their impacts on IT adoption and security practices
    • D.L. Huang, P.L.R. Rau, G. Salvendy, F. Gaoa, and J. Zhou Factors affecting perception of information security and their impacts on IT adoption and security practices International Journal of Human-Computer Studies 69 12 2011 870 883
    • (2011) International Journal of Human-Computer Studies , vol.69 , Issue.12 , pp. 870-883
    • Huang, D.L.1    Rau, P.L.R.2    Salvendy, G.3    Gaoa, F.4    Zhou, J.5
  • 60
    • 84899431213 scopus 로고    scopus 로고
    • IBM SPSS Neural Networks 22, IBM Corporation 1989-2013
    • IBM SPSS Neural Networks 22, IBM Corporation 1989-2013.
  • 62
    • 51249184008 scopus 로고
    • Concurrent validity of a measure of innovative cognitive style
    • A. Joseph, and S.J. Vyas Concurrent validity of a measure of innovative cognitive style Journal of the Academy of Marketing Sciences 12 2 1984 159 175
    • (1984) Journal of the Academy of Marketing Sciences , vol.12 , Issue.2 , pp. 159-175
    • Joseph, A.1    Vyas, S.J.2
  • 63
    • 0038818931 scopus 로고    scopus 로고
    • The relationship between total quality management practices and their effects on firm performance
    • H. Kaynak The relationship between total quality management practices and their effects on firm performance Journal of Operations Management 21 4 2003 405 435
    • (2003) Journal of Operations Management , vol.21 , Issue.4 , pp. 405-435
    • Kaynak, H.1
  • 65
    • 33846235029 scopus 로고    scopus 로고
    • Value-based Adoption of Mobile Internet: An empirical investigation
    • DOI 10.1016/j.dss.2005.05.009, PII S016792360500076X, Mobile Commerce: Strategies, Technologies, and Applications
    • H.W. Kim, H.C. Chuan, and S. Gupta Value-based adoption of mobile internet: An empirical investigation Decision Support Systems 43 1 2007 111 126 (Pubitemid 46091707)
    • (2007) Decision Support Systems , vol.43 , Issue.1 , pp. 111-126
    • Kim, H.-W.1    Chan, H.C.2    Gupta, S.3
  • 69
    • 67349247439 scopus 로고    scopus 로고
    • The relationships among service quality, perceived value, customer satisfaction, and post-purchase intention in mobile value-added services
    • Y.F. Kuo, C.M. Wu, and W.J. Deng The relationships among service quality, perceived value, customer satisfaction, and post-purchase intention in mobile value-added services Computers in Human Behavior 25 4 2009 887 896
    • (2009) Computers in Human Behavior , vol.25 , Issue.4 , pp. 887-896
    • Kuo, Y.F.1    Wu, C.M.2    Deng, W.J.3
  • 70
    • 54849421314 scopus 로고    scopus 로고
    • Towards an understanding of the behavioral intention to use 3G mobile value-added services
    • Y.F. Kuo, and S.N. Yen Towards an understanding of the behavioral intention to use 3G mobile value-added services Computers in Human Behavior 25 1 2009 103 110
    • (2009) Computers in Human Behavior , vol.25 , Issue.1 , pp. 103-110
    • Kuo, Y.F.1    Yen, S.N.2
  • 71
    • 33750012685 scopus 로고    scopus 로고
    • An empirical investigation into factors influencing the adoption of an e-learning system
    • Y.C. Lee An empirical investigation into factors influencing the adoption of an e-learning system Online Information Review 30 5 2006 517 541
    • (2006) Online Information Review , vol.30 , Issue.5 , pp. 517-541
    • Lee, Y.C.1
  • 72
    • 67349136463 scopus 로고    scopus 로고
    • Predicting and explaining the adoption of online trading: An empirical study in Taiwan
    • M.C. Lee Predicting and explaining the adoption of online trading: An empirical study in Taiwan Decision Support Systems 47 2 2009 133 142
    • (2009) Decision Support Systems , vol.47 , Issue.2 , pp. 133-142
    • Lee, M.C.1
  • 73
    • 84886451093 scopus 로고    scopus 로고
    • Knowledge management: A key determinant in advancing technological innovation?
    • V.H. Lee, L.Y. Leong, T.S. Hew, and K.B. Ooi Knowledge management: A key determinant in advancing technological innovation? Journal of Knowledge Management 17 6 2013 848 872
    • (2013) Journal of Knowledge Management , vol.17 , Issue.6 , pp. 848-872
    • Lee, V.H.1    Leong, L.Y.2    Hew, T.S.3    Ooi, K.B.4
  • 74
    • 79952190036 scopus 로고    scopus 로고
    • A structural analysis of the relationship between TQM practices and product innovation
    • V.H. Lee, K.B. Ooi, B.I. Tan, and A.Y.L. Chong A structural analysis of the relationship between TQM practices and product innovation Asian Journal of Technology Innovation 18 1 2010 73 96
    • (2010) Asian Journal of Technology Innovation , vol.18 , Issue.1 , pp. 73-96
    • Lee, V.H.1    Ooi, K.B.2    Tan, B.I.3    Chong, A.Y.L.4
  • 75
    • 0036438511 scopus 로고    scopus 로고
    • Why do people use information technology? A critical review of the technology acceptance model
    • DOI 10.1016/S0378-7206(01)00143-4, PII S0378720601001434
    • P. Legris, J. Ingham, and P. Collerette Why do people use information technology? A critical review of the technology acceptance model Information & Management 40 3 2003 191 204 (Pubitemid 35412508)
    • (2003) Information and Management , vol.40 , Issue.3 , pp. 191-204
    • Legris, P.1    Ingham, J.2    Collerette, P.3
  • 78
    • 84878047522 scopus 로고    scopus 로고
    • The determinants of customer loyalty in Malaysian mobile telecommunication services: A structural analysis
    • L.Y. Leong, T.S. Hew, K.B. Ooi, and B. Lin The determinants of customer loyalty in Malaysian mobile telecommunication services: A structural analysis International Journal of Services, Economics and Management 4 3 2012 209 235
    • (2012) International Journal of Services, Economics and Management , vol.4 , Issue.3 , pp. 209-235
    • Leong, L.Y.1    Hew, T.S.2    Ooi, K.B.3    Lin, B.4
  • 79
    • 84878088979 scopus 로고    scopus 로고
    • Predicting the determinants of the NFC-enabled mobile credit card acceptance: A neural networks approach
    • L.Y. Leong, T.S. Hew, G.W.H. Tan, and K.B. Ooi Predicting the determinants of the NFC-enabled mobile credit card acceptance: A neural networks approach Expert Systems with Applications 40 14 2013 5604 5620
    • (2013) Expert Systems with Applications , vol.40 , Issue.14 , pp. 5604-5620
    • Leong, L.Y.1    Hew, T.S.2    Tan, G.W.H.3    Ooi, K.B.4
  • 80
    • 79960285324 scopus 로고    scopus 로고
    • Influence of individual characteristics, perceived usefulness and ease of use on mobile entertainment adoption
    • L.Y. Leong, K.B. Ooi, A.Y.L. Chong, and B. Lin Influence of individual characteristics, perceived usefulness and ease of use on mobile entertainment adoption International Journal Mobile Communications 9 4 2011 359 382
    • (2011) International Journal Mobile Communications , vol.9 , Issue.4 , pp. 359-382
    • Leong, L.Y.1    Ooi, K.B.2    Chong, A.Y.L.3    Lin, B.4
  • 81
    • 84878097373 scopus 로고    scopus 로고
    • Modeling the stimulators of the behavioral intention to use mobile entertainment: Does gender really matter?
    • L.Y. Leong, K.B. Ooi, A.Y.L. Chong, and B. Lin Modeling the stimulators of the behavioral intention to use mobile entertainment: Does gender really matter? Computers in Human Behavior 29 5 2013 2109 2121
    • (2013) Computers in Human Behavior , vol.29 , Issue.5 , pp. 2109-2121
    • Leong, L.Y.1    Ooi, K.B.2    Chong, A.Y.L.3    Lin, B.4
  • 82
    • 9744226442 scopus 로고    scopus 로고
    • Sources of influence on beliefs about Information Technology use: An empirical study of knowledge workers
    • W. Lewis, R. Agarwal, and V. Sambamurthy Sources of influence on beliefs about Information Technology use: An empirical study of knowledge workers Management Information Systems Quarterly 27 4 2003 657 679
    • (2003) Management Information Systems Quarterly , vol.27 , Issue.4 , pp. 657-679
    • Lewis, W.1    Agarwal, R.2    Sambamurthy, V.3
  • 83
    • 44249127464 scopus 로고    scopus 로고
    • Review of relationships among variables in TAM
    • Y.Q. Li, J.Y. Qi, and H.Y. Shu Review of relationships among variables in TAM Tsinghua Science and Technology 13 3 2008 273 278
    • (2008) Tsinghua Science and Technology , vol.13 , Issue.3 , pp. 273-278
    • Li, Y.Q.1    Qi, J.Y.2    Shu, H.Y.3
  • 84
    • 34249940162 scopus 로고    scopus 로고
    • Theory of planning behavior (TPB) and customer satisfaction in the continued use of e-service: An integrated model
    • DOI 10.1016/j.chb.2006.05.006, PII S0747563206000768, Including the Special Issue: Education and Pedagogy with Learning Objects and Learning Designs
    • C. Liao, J.L. Chen, and D.C. Yen Theory of planning behavior (TPB) and customer satisfaction in the continued use of e-service: An integrated model Computers in Human Behavior 23 6 2007 2804 2822 (Pubitemid 46880140)
    • (2007) Computers in Human Behavior , vol.23 , Issue.6 , pp. 2804-2822
    • Liao, C.1    Chen, J.-L.2    Yen, D.C.3
  • 86
    • 84993073612 scopus 로고    scopus 로고
    • Perceptions of senior managers toward knowledge-sharing behaviour
    • DOI 10.1108/00251740410510181
    • H.F. Lin, and G.G. Lee Perceptions of senior managers toward knowledge-sharing behavior Management Decision 42 1 2004 108 125 (Pubitemid 38131647)
    • (2004) Management decision -london then bradford , vol.42 , Issue.1 , pp. 108-125
    • Lin, H.F.1    Lee, G.G.2
  • 87
    • 20344389255 scopus 로고    scopus 로고
    • Impact of organizational learning and knowledge management factors on e-business adoption
    • H.F. Lin, and G.G. Lee Impact of organizational learning and knowledge management factors on e-business adoption Management Decision 43 2 2005 171 188 (Pubitemid 40451174)
    • (2005) Management decision -london then bradford , vol.43 , Issue.2 , pp. 171-188
    • Lin, H.F.1    Lee, G.G.2
  • 89
    • 77955552986 scopus 로고    scopus 로고
    • Factors driving the adoption of m-learning: An empirical study
    • Y. Liu, H. Li, and C. Carlsson Factors driving the adoption of m-learning: An empirical study Computers & Education 55 3 2010 1211 1219
    • (2010) Computers & Education , vol.55 , Issue.3 , pp. 1211-1219
    • Liu, Y.1    Li, H.2    Carlsson, C.3
  • 90
    • 33747774809 scopus 로고    scopus 로고
    • Does a positive gain spiral of resources, efficacy beliefs and engagement exist?
    • DOI 10.1016/j.chb.2004.11.012, PII S0747563204002067
    • S. Llorens, W. Schaufeli, A. Bakker, and M. Salanova Does a positive gain spiral of resources, efficacy beliefs and engagement exist? Computers in Human Behavior 23 1 2007 825 841 (Pubitemid 44278520)
    • (2007) Computers in Human Behavior , vol.23 , Issue.1 , pp. 825-841
    • Llorens, S.1    Schaufeli, W.2    Bakker, A.3    Salanova, M.4
  • 91
    • 48949092062 scopus 로고    scopus 로고
    • An assessment of advanced mobile services acceptance: Contributions from TAM and diffusion theory models
    • A. Lopez-Nicolas, F.J. Molina-Castillo, and H. Bouwman An assessment of advanced mobile services acceptance: Contributions from TAM and diffusion theory models Information & Management 45 6 2008 359 364
    • (2008) Information & Management , vol.45 , Issue.6 , pp. 359-364
    • Lopez-Nicolas, A.1    Molina-Castillo, F.J.2    Bouwman, H.3
  • 93
    • 38649123379 scopus 로고    scopus 로고
    • Determinants of accepting wireless mobile data services in China
    • DOI 10.1016/j.im.2007.11.002, PII S0378720607001267
    • J. Lu, C. Liu, C.S. Yu, and K. Wang Determinants of accepting wireless mobile data services in China Information & Management 45 1 2008 52 64 (Pubitemid 351172635)
    • (2008) Information and Management , vol.45 , Issue.1 , pp. 52-64
    • Lu, J.1    Liu, C.2    Yu, C.-S.3    Wang, K.4
  • 94
    • 25844445208 scopus 로고    scopus 로고
    • Personal innovativeness, social influences and adoption of wireless Internet services via mobile technology
    • DOI 10.1016/j.jsis.2005.07.003, PII S0963868705000399, The Future is UNWIRED: Organizational and Strategic Perspectives
    • J. Lu, J.E. Yao, and C.S. Yu Personal innovativeness, social influences and adoption of wireless Internet services via mobile technology Journal of Strategic Information Systems 14 3 2005 245 268 (Pubitemid 41400614)
    • (2005) Journal of Strategic Information Systems , vol.14 , Issue.3 , pp. 245-268
    • Lu, J.1    Yao, J.E.2    Yu, C.-S.3
  • 95
    • 2942545383 scopus 로고    scopus 로고
    • Technology acceptance model for wireless Internet
    • DOI 10.1108/10662240310478222
    • J. Lu, C.S. Yu, C. Liu, and J.E. Yao Technology acceptance model for wireless internet Internet Research 13 3 2003 206 222 (Pubitemid 36831928)
    • (2003) Internet Research , vol.13 , Issue.3 , pp. 206-222
    • Lu, J.1    Yu, C.-S.2    Liu, C.3    Yao, J.E.4
  • 96
    • 14644438602 scopus 로고    scopus 로고
    • Toward an understanding of the behavioral intention to use mobile banking
    • DOI 10.1016/j.chb.2004.03.003, PII S0747563204000470
    • P. Luarn, and H.H. Lin Toward an understanding of the behavioral intention to use mobile banking Computer in Human Behaviour 21 6 2005 873 891 (Pubitemid 40319865)
    • (2005) Computers in Human Behavior , vol.21 , Issue.6 , pp. 873-891
    • Luarn, P.1    Lin, H.-H.2
  • 97
    • 78650521262 scopus 로고    scopus 로고
    • 'To play or not to play': A cross-temporal investigation using hedonic and instrumental perspectives to explain user intentions to explore a technology
    • M. Magni, M.S. Taylor, and V. Venkatesh 'To play or not to play': A cross-temporal investigation using hedonic and instrumental perspectives to explain user intentions to explore a technology International Journal of Human-Computer Studies 68 9 2010 572 588
    • (2010) International Journal of Human-Computer Studies , vol.68 , Issue.9 , pp. 572-588
    • Magni, M.1    Taylor, M.S.2    Venkatesh, V.3
  • 98
    • 84899407957 scopus 로고    scopus 로고
    • Malaysian Communications and Multimedia Commission (2010). Statistics and achievements < > Accessed 01.11.10
    • Malaysian Communications and Multimedia Commission (2010). Statistics and achievements < http://www.skmm.gov.my/index.php?c=public&v=art- view&art-id=36,2010 > Accessed 01.11.10.
  • 100
    • 68249145250 scopus 로고    scopus 로고
    • The effect of mobile phone screen size on video based learning
    • N. Maniar, E. Bennett, S. Hand, and G. Allan The effect of mobile phone screen size on video based learning Journal of Software 3 4 2008 51 61
    • (2008) Journal of Software , vol.3 , Issue.4 , pp. 51-61
    • Maniar, N.1    Bennett, E.2    Hand, S.3    Allan, G.4
  • 101
    • 31144441356 scopus 로고    scopus 로고
    • Using short message service to encourage interactivity in the classroom
    • DOI 10.1016/j.compedu.2005.11.014, PII S0360131505001624
    • A. Markett, I.A. Sanchez, S. Weber, and B. Tangney Using short message service to encourage interactivity in the classroom Computer and Education 46 3 2006 280 293 (Pubitemid 43132876)
    • (2006) Computers and Education , vol.46 , Issue.3 , pp. 280-293
    • Markett, C.1    Sanchez, I.A.2    Weber, S.3    Tangney, B.4
  • 102
    • 0036257861 scopus 로고    scopus 로고
    • The effect of dynamic retail experiences of value: An internet and catalog comparison
    • A. Mathwick, N.K. Malhotra, and E. Rigdon The effect of dynamic retail experiences of value: An internet and catalog comparison Journal of Retailing 78 1 2001 51 60
    • (2001) Journal of Retailing , vol.78 , Issue.1 , pp. 51-60
    • Mathwick, A.1    Malhotra, N.K.2    Rigdon, E.3
  • 104
    • 33947190899 scopus 로고    scopus 로고
    • Relationship between quality management practices and knowledge transfer
    • DOI 10.1016/j.jom.2006.04.007, PII S027269630600074X
    • L.M. Molina, J.L. Montes, and A. Ruiz-Moreno Relationship between quality management practices and knowledge transfer Journal of Operations Management 25 3 2007 682 701 (Pubitemid 46436235)
    • (2007) Journal of Operations Management , vol.25 , Issue.3 , pp. 682-701
    • Molina, L.M.1    Llorens-Montes, J.2    Ruiz-Moreno, A.3
  • 105
    • 73449149291 scopus 로고
    • Development of an instrument to measure the perceptions of adopting an information technology innovation
    • G. Moore, and I. Benbasat Development of an instrument to measure the perceptions of adopting an information technology innovation Information Systems Research 2 3 1991 192 222
    • (1991) Information Systems Research , vol.2 , Issue.3 , pp. 192-222
    • Moore, G.1    Benbasat, I.2
  • 108
    • 0037345665 scopus 로고    scopus 로고
    • Web retailing adoption: Exploring the nature of internet users Web retailing behaviour
    • DOI 10.1016/S0969-6989(02)00004-8, PII S0969698902000048
    • A. O'Cass, and T. Fenech Web retailing adoption: Exploring the nature of internet users' web retailing adoption Journal of Retailing and Consumer Services 10 2 2003 81 94 (Pubitemid 36352649)
    • (2003) Journal of Retailing and Consumer Services , vol.10 , Issue.2 , pp. 81-94
    • O'Cass, A.1    Fenech, T.2
  • 109
    • 78449271439 scopus 로고    scopus 로고
    • Technology complexity, personal innovativeness and intention to use wireless internet using mobile devices in Malaysia
    • A. Parveen, and A. Sulaiman Technology complexity, personal innovativeness and intention to use wireless internet using mobile devices in Malaysia International Review of Business Research Papers 4 5 2008 1 10
    • (2008) International Review of Business Research Papers , vol.4 , Issue.5 , pp. 1-10
    • Parveen, A.1    Sulaiman, A.2
  • 110
    • 3042855713 scopus 로고    scopus 로고
    • Consumer acceptance of online banking: An extension of the technology acceptance model
    • DOI 10.1108/10662240410542652
    • T. Pikkarainen, K. Pikkarainen, H. Karjaluoto, and S. Pahnila Consumer acceptance of online banking: An extension of the Technology Acceptance Model Internet Research 14 3 2004 224 235 (Pubitemid 38882668)
    • (2004) Internet Research , vol.14 , Issue.3 , pp. 224-235
    • Pikkarainen, T.1    Pikkarainen, K.2    Karjaluoto, H.3    Pahnila, S.4
  • 112
    • 38149075097 scopus 로고    scopus 로고
    • The impact of m-learning in school contexts: An "inclusive" perspective
    • A. Pozzi The impact of m-learning in school contexts: An "inclusive" perspective Lecture Notes in Computer Science 4556 2007 748 755
    • (2007) Lecture Notes in Computer Science , vol.4556 , pp. 748-755
    • Pozzi, A.1
  • 117
    • 4243164379 scopus 로고    scopus 로고
    • Understanding: Mobile handheld device use and adoption
    • S. Sarker, and P.J. Wells Understanding: Mobile handheld device use and adoption Communications of the ACM 46 12 2003 35 40
    • (2003) Communications of the ACM , vol.46 , Issue.12 , pp. 35-40
    • Sarker, S.1    Wells, P.J.2
  • 120
    • 9744262493 scopus 로고    scopus 로고
    • Strategic information systems planning success: An investigation of the construct and its measurement
    • A.H. Segars, and V. Grover Strategic information systems planning success: An investigation of the construct and its measurement MIS Quarterly 22 2 1998 139 163
    • (1998) MIS Quarterly , vol.22 , Issue.2 , pp. 139-163
    • Segars, A.H.1    Grover, V.2
  • 121
    • 53149106620 scopus 로고    scopus 로고
    • A model of user adoption of interface agents for email notification
    • A. Serenko A model of user adoption of interface agents for email notification Interacting with Computers 20 4-5 2008 461 472
    • (2008) Interacting with Computers , vol.20 , Issue.45 , pp. 461-472
    • Serenko, A.1
  • 124
    • 3042771085 scopus 로고    scopus 로고
    • The use of a decomposed theory of planned behavior to study Internet banking in Taiwan
    • DOI 10.1108/10662240410542643
    • Y.Y. Shih, and K. Fang The use of a decomposed theory of planned behaviour to study internet banking in Taiwan Internet Research 14 3 2004 213 223 (Pubitemid 38882667)
    • (2004) Internet Research , vol.14 , Issue.3 , pp. 213-223
    • Shih, Y.-Y.1    Fang, K.2
  • 125
    • 80051736192 scopus 로고    scopus 로고
    • Predictive analytics in information systems research
    • G. Shmueli, and O.R. Koppius Predictive analytics in information systems research MIS Quarterly 35 3 2010 553 572
    • (2010) MIS Quarterly , vol.35 , Issue.3 , pp. 553-572
    • Shmueli, G.1    Koppius, O.R.2
  • 130
    • 0034123868 scopus 로고    scopus 로고
    • Neural networks in business: Techniques and applications for the operations researcher
    • DOI 10.1016/S0305-0548(99)00141-0, PII S0305054899001410, Neural Networks in Business
    • K.A. Smith, and J.N.D. Gupta Neural networks in business: Techniques and applications for the operations researcher Computers & Operations Research 27 2000 2000 1023 1044 (Pubitemid 30398137)
    • (2000) Computers and Operations Research , vol.27 , Issue.11-12 , pp. 1023-1044
    • Smith, K.A.1    Gupta, J.N.D.2
  • 133
    • 84889091902 scopus 로고    scopus 로고
    • NFC mobile credit card: The next frontier of mobile payment?
    • G.W.H. Tan, K.B. Ooi, S.C. Chong, and T.S. Hew NFC mobile credit card: The next frontier of mobile payment? Telematics and Informatics 31 2 2014 292 307
    • (2014) Telematics and Informatics , vol.31 , Issue.2 , pp. 292-307
    • Tan, G.W.H.1    Ooi, K.B.2    Chong, S.C.3    Hew, T.S.4
  • 137
    • 0142215439 scopus 로고    scopus 로고
    • Adoption of WAP-enabled mobile phones among Internet users
    • DOI 10.1016/j.omega.2003.08.005, PII S0305048303000951
    • T.S.H. Teo, and S.H. Pok Adoption of WAP-enabled mobile phones among internet users Omega 31 6 2003 483 498 (Pubitemid 37325114)
    • (2003) Omega , vol.31 , Issue.6 , pp. 483-498
    • Teo, T.S.H.1    Pok, S.H.2
  • 139
    • 45149140412 scopus 로고
    • Differentiating between cognitive and sensory innovativeness: Concepts, measurement, and implications
    • M.P. Venkataram, and L.L. Price Differentiating between cognitive and sensory innovativeness: Concepts, measurement, and implications Journal of Business Research 20 1 1990 293 315
    • (1990) Journal of Business Research , vol.20 , Issue.1 , pp. 293-315
    • Venkataram, M.P.1    Price, L.L.2
  • 140
    • 0033872521 scopus 로고    scopus 로고
    • Theoretical extension of the Technology Acceptance Model: Four longitudinal field studies
    • V. Venkatesh, and F.D. Davis A theoretical extension of the Technology Acceptance Model: Four longitudinal field studies Management Science 46 2 2000 186 204 (Pubitemid 30594361)
    • (2000) Management Science , vol.46 , Issue.2 , pp. 186-204
    • Venkatesh, V.1    Davis, F.D.2
  • 141
    • 9744246034 scopus 로고    scopus 로고
    • Why don't men ever stop to ask for directions? Gender, social influence, and their role in technology acceptance and usage behavior
    • V. Venkatesh, and M.G. Morris Why don't men ever stop to ask for directions? Gender, social influence, and their role in technology acceptance and usage behavior MIS Quarterly 24 1 2000 115 139
    • (2000) MIS Quarterly , vol.24 , Issue.1 , pp. 115-139
    • Venkatesh, V.1    Morris, M.G.2
  • 144
    • 84993046465 scopus 로고    scopus 로고
    • Text messaging (SMS) and libraries
    • A. Walsh Text messaging (SMS) and libraries Library Hi Tech News 26 8 2009 9 11
    • (2009) Library Hi Tech News , vol.26 , Issue.8 , pp. 9-11
    • Walsh, A.1
  • 149
    • 0036114980 scopus 로고    scopus 로고
    • Psychological indicators of innovation adoption: Cross-classification based on need for cognition and need for change
    • DOI 10.1207/153276602753338108
    • S.L. Wood, and J. Swait Psychological indicators of innovation adoption: Cross-classification based on need for cognition and need for change Journal of Consumer Psychology 12 1 2002 1 13 (Pubitemid 36704025)
    • (2002) Journal of Consumer Psychology , vol.12 , Issue.1 , pp. 1-13
    • Wood, S.L.1    Swait, J.2
  • 150
    • 33747810381 scopus 로고    scopus 로고
    • Empirical evaluation of the revised end user computing acceptance model
    • J.H. Wu, Y.C. Chen, and L.M. Lin Empirical evaluation of the revised end user computing acceptance model Computers in Human Behavior 23 1 2007 162 174
    • (2007) Computers in Human Behavior , vol.23 , Issue.1 , pp. 162-174
    • Wu, J.H.1    Chen, Y.C.2    Lin, L.M.3
  • 151
    • 14044265591 scopus 로고    scopus 로고
    • Exploring factors affecting the adoption of mobile commerce in Singapore
    • DOI 10.1016/j.tele.2004.11.003, PII S0736585304000619
    • K.C.C. Yang Exploring factors affecting the adoption of mobile commerce in Singapore Telematics and Informatics 22 3 2005 257 277 (Pubitemid 40274797)
    • (2005) Telematics and Informatics , vol.22 , Issue.3 , pp. 257-277
    • Yang, K.C.C.1
  • 152
    • 70449519400 scopus 로고    scopus 로고
    • Exploring factors that influence knowledge sharing behavior via weblogs
    • T.K. Yu, L.C. Lu, and T.F. Liu Exploring factors that influence knowledge sharing behavior via weblogs Computers in Human Behavior 26 1 2010 32 41
    • (2010) Computers in Human Behavior , vol.26 , Issue.1 , pp. 32-41
    • Yu, T.K.1    Lu, L.C.2    Liu, T.F.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.