{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T03:22:21Z","timestamp":1769052141671,"version":"3.49.0"},"publisher-location":"Berlin, Heidelberg","reference-count":55,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783662455258","type":"print"},{"value":"9783662455265","type":"electronic"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-662-45526-5_16","type":"book-chapter","created":{"date-parts":[[2014,12,1]],"date-time":"2014-12-01T11:07:08Z","timestamp":1417432028000},"page":"164-175","source":"Crossref","is-referenced-by-count":8,"title":["TAM and E-learning Adoption: A Philosophical Scrutiny of TAM, Its Limitations, and Prescriptions for E-learning Adoption Research"],"prefix":"10.1007","author":[{"given":"A. K. M. Najmul","family":"Islam","sequence":"first","affiliation":[]},{"given":"Nasreen","family":"Azad","sequence":"additional","affiliation":[]},{"given":"Matti","family":"M\u00e4ntym\u00e4ki","sequence":"additional","affiliation":[]},{"given":"S. M. Samiul","family":"Islam","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"2","key":"16_CR1","doi-asserted-by":"publisher","first-page":"361","DOI":"10.1111\/j.1540-5915.1999.tb01614.x","volume":"30","author":"R. Agarwal","year":"1999","unstructured":"Agarwal, R., Prasad, J.: Are individual differences germane to the acceptance of new information technologies? Decision Sciences\u00a030(2), 361\u2013391 (1999)","journal-title":"Decision Sciences"},{"key":"16_CR2","volume-title":"Understanding attitudes and predicting social behavior","author":"J. Ajzen","year":"1980","unstructured":"Ajzen, J., Fishbein, M.: Understanding attitudes and predicting social behavior. Prentice-Hall, Englewood Cliffs (1980)"},{"issue":"2","key":"16_CR3","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1016\/0749-5978(91)90020-T","volume":"50","author":"I. Ajzen","year":"1991","unstructured":"Ajzen, I.: The theory of planned behavior. Organizational Behavior and Human Decision Processes\u00a050(2), 179\u2013211 (1991)","journal-title":"Organizational Behavior and Human Decision Processes"},{"key":"16_CR4","volume-title":"Intention","author":"G.E.M. Anscombe","year":"1957","unstructured":"Anscombe, G.E.M.: Intention, 2nd edn. Basil Blackwell, Oxford (1957)","edition":"2"},{"issue":"4","key":"16_CR5","doi-asserted-by":"crossref","first-page":"244","DOI":"10.17705\/1jais.00122","volume":"8","author":"R.R. Bagozzi","year":"2007","unstructured":"Bagozzi, R.R.: The legacy of the technology acceptance model and a proposal for a paradigm shift. Journal of the Association of Information Systems\u00a08(4), 244\u2013254 (2007)","journal-title":"Journal of the Association of Information Systems"},{"issue":"4","key":"16_CR6","doi-asserted-by":"crossref","first-page":"211","DOI":"10.17705\/1jais.00126","volume":"8","author":"I. Benbasat","year":"2007","unstructured":"Benbasat, I., Barki, H.: Quo vadis, TAM? Journal of the Association of Information Systems\u00a08(4), 211\u2013218 (2007)","journal-title":"Journal of the Association of Information Systems"},{"issue":"2","key":"16_CR7","doi-asserted-by":"crossref","first-page":"16","DOI":"10.17705\/1thci.00011","volume":"2","author":"I. Benbasat","year":"2010","unstructured":"Benbasat, I.: HCI research: Future challenges and directions. AIS Transaction on Human-Computer Interaction\u00a02(2), 16\u201321 (2010)","journal-title":"AIS Transaction on Human-Computer Interaction"},{"issue":"3","key":"16_CR8","doi-asserted-by":"publisher","first-page":"251","DOI":"10.2307\/3250921","volume":"25","author":"A. Bhattacherjee","year":"2001","unstructured":"Bhattacherjee, A.: Understanding information systems continuance: An expectation-confirmation model. MIS Quarterly\u00a025(3), 251\u2013370 (2001)","journal-title":"MIS Quarterly"},{"issue":"8","key":"16_CR9","doi-asserted-by":"crossref","first-page":"367","DOI":"10.3928\/0148-4834-20030801-09","volume":"42","author":"K.M. Buckley","year":"2003","unstructured":"Buckley, K.M.: Evaluation of classroom-based, web-enhanced, and web-based distance learning nutrition courses for undergraduate nursing. Journal of Nursing Education\u00a042(8), 367\u2013370 (2003)","journal-title":"Journal of Nursing Education"},{"issue":"2","key":"16_CR10","doi-asserted-by":"publisher","first-page":"237","DOI":"10.2307\/249690","volume":"19","author":"W.W. Chin","year":"1995","unstructured":"Chin, W.W., Todd, P.A.: On the use, usefulness and ease of use of structural equation modeling in MIS research. MIS Quarterly\u00a019(2), 237\u2013246 (1995)","journal-title":"MIS Quarterly"},{"issue":"4","key":"16_CR11","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1080\/07421222.2002.11045703","volume":"18","author":"N.W. Coppola","year":"2002","unstructured":"Coppola, N.W., Hiltz, S.R., Rotter, N.G.: Becoming a virtual professor: Pedagogical roles and asynchronous learning networks. Journal of Management Information Systems\u00a018(4), 169\u2013189 (2002)","journal-title":"Journal of Management Information Systems"},{"issue":"3","key":"16_CR12","doi-asserted-by":"publisher","first-page":"184","DOI":"10.1177\/0092070302303001","volume":"30","author":"P.A. Dabholkar","year":"2002","unstructured":"Dabholkar, P.A., Bagozzi, R.P.: An attitudinal model of technology-based self-service: Moderating effects of consumer traits and situational factors. Journal of Academy of Marketing Science\u00a030(3), 184\u2013201 (2002)","journal-title":"Journal of Academy of Marketing Science"},{"issue":"3","key":"16_CR13","doi-asserted-by":"publisher","first-page":"319","DOI":"10.2307\/249008","volume":"13","author":"F.D. Davis","year":"1989","unstructured":"Davis, F.D.: Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly\u00a013(3), 319\u2013340 (1989)","journal-title":"MIS Quarterly"},{"issue":"3","key":"16_CR14","doi-asserted-by":"crossref","first-page":"433","DOI":"10.2307\/20650303","volume":"33","author":"A.O. Guinea De","year":"2009","unstructured":"De Guinea, A.O., Markus, M.L.: Why break the habit of a lifetime? Rethinking the role of intention, habit, and emotion in continuing information technology use. MIS Quarterly\u00a033(3), 433\u2013444 (2009)","journal-title":"MIS Quarterly"},{"key":"16_CR15","unstructured":"Dimoka, A., Bagozzi, R., Banker, R., Brynjolfsson, E., Davis, F., Gupta, A., Riedl, R.: NeuroIS: Hype or Hope? In: Proceedings of the 30th International Conference on Information Systems, pp. 1\u201311 (2009)"},{"issue":"2","key":"16_CR16","first-page":"173","volume":"21","author":"R.D. Freeze","year":"2010","unstructured":"Freeze, R.D., Alshare, K.A., Lane, P.L., Wen, H.J.: IS success model in e-learning context based on students\u2019 perceptions. Journal of Information Systems Education\u00a021(2), 173\u2013184 (2010)","journal-title":"Journal of Information Systems Education"},{"issue":"8","key":"16_CR17","doi-asserted-by":"crossref","first-page":"1","DOI":"10.17705\/1jais.00008","volume":"1","author":"D. Gefen","year":"2000","unstructured":"Gefen, D., Straub, D.W.: The relative importance of perceived ease of use in IS adoption: A study of e-commerce adoption. Journal of the Association of Information Systems\u00a01(8), 1\u201328 (2000)","journal-title":"Journal of the Association of Information Systems"},{"issue":"4","key":"16_CR18","doi-asserted-by":"crossref","first-page":"219","DOI":"10.17705\/1jais.00125","volume":"8","author":"D.L. Goodhue","year":"2007","unstructured":"Goodhue, D.L.: Comment on Benbasat and Barki\u2019s \u201cQuo vadis TAM\u201d article. Journal of the Association of Information Systems\u00a08(4), 219\u2013222 (2007)","journal-title":"Journal of the Association of Information Systems"},{"key":"16_CR19","volume-title":"The Oxford companion to philosophy","year":"1995","unstructured":"Honderich, T. (ed.): The Oxford companion to philosophy. Oxford University Press, Oxford (1995)"},{"issue":"3","key":"16_CR20","doi-asserted-by":"publisher","first-page":"279","DOI":"10.2307\/249498","volume":"21","author":"M. Igbaria","year":"1997","unstructured":"Igbaria, M., Zinatelli, N., Cragg, P., Cavaye, A.L.M.: Personal computing acceptance factors in small firms: A structural equation model. MIS Quarterly\u00a021(3), 279\u2013305 (1997)","journal-title":"MIS Quarterly"},{"issue":"4","key":"16_CR21","first-page":"319","volume":"22","author":"A.K.M.N. Islam","year":"2011","unstructured":"Islam, A.K.M.N.: The determinants of the post-adoption satisfaction of educators with an e-learning system. Journal of Information Systems Education\u00a022(4), 319\u2013332 (2011)","journal-title":"Journal of Information Systems Education"},{"issue":"1","key":"16_CR22","doi-asserted-by":"crossref","first-page":"25","DOI":"10.17705\/1thci.00037","volume":"4","author":"A.K.M.N. Islam","year":"2012","unstructured":"Islam, A.K.M.N.: The role of perceived system quality as the educators\u2019 motivation to continue e-learning system use. AIS Transaction on Human-Computer Interaction\u00a04(1), 25\u201343 (2012a)","journal-title":"AIS Transaction on Human-Computer Interaction"},{"key":"16_CR23","unstructured":"Islam, A.K.M.N., M\u00e4ntym\u00e4ki, M.: Continuance of professional social networking sites: A decomposed expectation-confirmation approach. In: Proceedings of the International Conference on Information System (ICIS 2012), Orlando, Florida, USA (2012)"},{"key":"16_CR24","doi-asserted-by":"publisher","first-page":"387","DOI":"10.1016\/j.compedu.2013.07.037","volume":"69","author":"A.K.M.N. Islam","year":"2013","unstructured":"Islam, A.K.M.N.: Investigating e-learning system usage outcomes in the university context. Computers & Education\u00a069, 387\u2013399 (2013)","journal-title":"Computers & Education"},{"issue":"2","key":"16_CR25","doi-asserted-by":"publisher","first-page":"357","DOI":"10.1111\/j.1540-5915.1997.tb01315.x","volume":"8","author":"C.M. Jackson","year":"1997","unstructured":"Jackson, C.M., Chow, S., Leitch, R.A.: Toward an understanding of the behavioral intention to use an information system. Decision Sciences\u00a08(2), 357\u2013389 (1997)","journal-title":"Decision Sciences"},{"issue":"3","key":"16_CR26","doi-asserted-by":"crossref","first-page":"525","DOI":"10.2307\/25148694","volume":"29","author":"J.S. Jasperson","year":"2005","unstructured":"Jasperson, J.S., Carter, P.E., Zmud, R.W.: A comprehensive conceptualization of post-adoptive behaviors associated with information technology enabled work systems. MIS Quarterly\u00a029(3), 525\u2013557 (2005)","journal-title":"MIS Quarterly"},{"issue":"2","key":"16_CR27","doi-asserted-by":"publisher","first-page":"183","DOI":"10.2307\/249751","volume":"23","author":"E. Karahanna","year":"1999","unstructured":"Karahanna, E., Straub, D.W., Chervany, N.L.: Information technology adoption across time. MIS Quarterly\u00a023(2), 183\u2013213 (1999)","journal-title":"MIS Quarterly"},{"issue":"4","key":"16_CR28","doi-asserted-by":"publisher","first-page":"418","DOI":"10.1287\/isre.1050.0070","volume":"16","author":"S.S. Kim","year":"2005","unstructured":"Kim, S.S., Malhotra, N.K., Narasimhan, S.: Two competing perspectives on automatic use: A theoretical and empirical comparison. Information Systems Research\u00a016(4), 418\u2013432 (2005)","journal-title":"Information Systems Research"},{"key":"16_CR29","doi-asserted-by":"crossref","unstructured":"Lakatos, I.: Falsification and the methodology of scientific research programmes. In: Lakatos, I., Musgrave, A. (eds.) Criticism and the Growth of Knowledge, pp. 91\u2013196. Cambridge University Press (1970)","DOI":"10.1017\/CBO9781139171434.009"},{"key":"16_CR30","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511621123","volume-title":"The methodology of scientific research programmes: Philosophical papers","author":"I. Lakatos","year":"1978","unstructured":"Lakatos, I.: The methodology of scientific research programmes: Philosophical papers, vol.\u00a01. Cambridge University Press, Cambridge (1978)"},{"issue":"3","key":"16_CR31","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1016\/S0167-9236(00)00076-2","volume":"29","author":"A.L. Lederer","year":"2000","unstructured":"Lederer, A.L., Maupin, D.J., Sena, M.P., Zhuang, Y.: The technology acceptance model and the world wide web. Decision Support Systems\u00a029(3), 269\u2013282 (2000)","journal-title":"Decision Support Systems"},{"key":"16_CR32","first-page":"752","volume":"12","author":"Y. Lee","year":"2003","unstructured":"Lee, Y., Kozar, K.A., Larsen, K.: The technology acceptance model: Past, present, and future. Communications of the Association for Information Systems\u00a012, 752\u2013780 (2003)","journal-title":"Communications of the Association for Information Systems"},{"issue":"1","key":"16_CR33","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1016\/j.chb.2006.12.001","volume":"24","author":"J.-K. Lee","year":"2008","unstructured":"Lee, J.-K., Lee, W.-K.: The relationship of e-Learner\u2019s self-regulatory efficacy and perception of e-Learning environment quality. Computers in Human Behavior\u00a024(1), 32\u201347 (2008)","journal-title":"Computers in Human Behavior"},{"issue":"2","key":"16_CR34","doi-asserted-by":"publisher","first-page":"864","DOI":"10.1016\/j.compedu.2007.09.005","volume":"51","author":"S.-S. Liaw","year":"2008","unstructured":"Liaw, S.-S.: Investigating students\u2019 perceived satisfaction, behavioral intention, and effectiveness of e-learning: A case study of the Blackboard system. Computers & Education\u00a051(2), 864\u2013873 (2008)","journal-title":"Computers & Education"},{"issue":"4","key":"16_CR35","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1016\/j.im.2008.02.005","volume":"45","author":"M. Limayem","year":"2008","unstructured":"Limayem, M., Cheung, C.M.K.: Understanding information systems continuance: The case of Internet-based learning technologies. Information & Management\u00a045(4), 227\u2013232 (2008)","journal-title":"Information & Management"},{"issue":"4","key":"16_CR36","doi-asserted-by":"crossref","first-page":"705","DOI":"10.2307\/25148817","volume":"31","author":"M. Limayem","year":"2007","unstructured":"Limayem, M., Hirt, S.G., Cheung, C.M.K.: How habit limits the predictive power of intention: The case of information systems continuance. MIS Quarterly\u00a031(4), 705\u2013737 (2007)","journal-title":"MIS Quarterly"},{"issue":"1","key":"16_CR37","doi-asserted-by":"publisher","first-page":"59","DOI":"10.4018\/joeuc.2004010104","volume":"16","author":"Q. Ma","year":"2004","unstructured":"Ma, Q., Liu, L.: The technology acceptance model: A meta-analysis of empirical findings. Journal of Organization and End User Computing\u00a016(1), 59\u201372 (2004)","journal-title":"Journal of Organization and End User Computing"},{"issue":"2","key":"16_CR38","doi-asserted-by":"publisher","first-page":"496","DOI":"10.1016\/j.compedu.2008.10.002","volume":"52","author":"T.J. McGill","year":"2009","unstructured":"McGill, T.J., Klobas, J.E.: A task-technology fit view of learning management system impact. Computers & Education\u00a052(2), 496\u2013508 (2009)","journal-title":"Computers & Education"},{"key":"16_CR39","volume-title":"Free Action","author":"A.I. Melden","year":"1961","unstructured":"Melden, A.I.: Free Action. Routledge and Kegan Paul, London (1961)"},{"issue":"5","key":"16_CR40","first-page":"536","volume":"33","author":"M. M\u00e4ntym\u00e4ki","year":"2014","unstructured":"M\u00e4ntym\u00e4ki, M., Islam, A.K.M.N.: Social virtual world continuance among teens: Uncovering the moderating role of perceived aggregate network exposure. Behavior & IT\u00a033(5), 536\u2013547 (2014)","journal-title":"Behavior & IT"},{"issue":"4","key":"16_CR41","doi-asserted-by":"publisher","first-page":"424","DOI":"10.1037\/0278-6133.22.4.424","volume":"22","author":"J. Ogden","year":"2003","unstructured":"Ogden, J.: Some problems with social cognition models: A pragmatic and conceptual analysis. Health Psychology\u00a022(4), 424\u2013428 (2003)","journal-title":"Health Psychology"},{"issue":"11","key":"16_CR42","doi-asserted-by":"publisher","first-page":"460","DOI":"10.2307\/3150499","volume":"17","author":"R.L. Oliver","year":"1980","unstructured":"Oliver, R.L.: A cognitive model of the antecedents and consequences of satisfaction decisions. Journal of Marketing Research\u00a017(11), 460\u2013469 (1980)","journal-title":"Journal of Marketing Research"},{"key":"16_CR43","volume-title":"Conjectures and refutations: The growth of scientific knowledge","author":"K. Popper","year":"1972","unstructured":"Popper, K.: Conjectures and refutations: The growth of scientific knowledge. Routledge & Kegan Paul, London (1972)"},{"key":"16_CR44","unstructured":"Rawstorne, P., Jayasuriya, R., Caputi, P.: Issues in predicting and explaining usage behaviors with the technology acceptance model and the theory of planned behavior: When Usage is Mandatory. In: Proceedings of the 21st International Conference on Information Systems (ICIS 2000), Atlanta, GA, USA (2000)"},{"issue":"5","key":"16_CR45","doi-asserted-by":"crossref","first-page":"95","DOI":"10.2501\/JAR-42-5-95-104","volume":"42","author":"S. Rodgers","year":"2002","unstructured":"Rodgers, S., Chen, Q.M.: Post-adoption attitudes to advertising on the internet. Journal of Advertising Research\u00a042(5), 95\u2013104 (2002)","journal-title":"Journal of Advertising Research"},{"key":"16_CR46","volume-title":"Philosophy of social science","author":"A. Rosenberg","year":"1995","unstructured":"Rosenberg, A.: Philosophy of social science. Westview Press, Oxford (1995)"},{"issue":"3","key":"16_CR47","doi-asserted-by":"publisher","first-page":"894","DOI":"10.1016\/j.compedu.2006.09.005","volume":"50","author":"D.Y. Shee","year":"2008","unstructured":"Shee, D.Y., Wang, W.S.: Multi-criteria evaluation of the web-based e-learning system: A methodology based on learner satisfaction and its applications. Computers & Education\u00a050(3), 894\u2013905 (2008)","journal-title":"Computers & Education"},{"issue":"4","key":"16_CR48","doi-asserted-by":"crossref","first-page":"255","DOI":"10.17705\/1jais.00121","volume":"8","author":"L. Silva","year":"2007","unstructured":"Silva, L.: Post-positivist review of technology acceptance model. Journal of the Association for Information Systems\u00a08(4), 255\u2013266 (2007)","journal-title":"Journal of the Association for Information Systems"},{"issue":"8","key":"16_CR49","doi-asserted-by":"publisher","first-page":"1328","DOI":"10.1287\/mnsc.41.8.1328","volume":"41","author":"D. Straub","year":"1995","unstructured":"Straub, D., Limayem, M., Karahanna, E.: Measuring system usage implications for IS theory testing. Management Science\u00a041(8), 1328\u20131342 (1995)","journal-title":"Management Science"},{"issue":"6","key":"16_CR50","doi-asserted-by":"publisher","first-page":"2067","DOI":"10.1016\/j.chb.2011.08.005","volume":"27","author":"B. Sumak","year":"2011","unstructured":"Sumak, B., Hericko, M., Pusnik, M.: A meta-analysis of e-learning technology acceptance: The role of user types and e-learning technology types. Computers in Human Behavior\u00a027(6), 2067\u20132077 (2011)","journal-title":"Computers in Human Behavior"},{"issue":"1","key":"16_CR51","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1287\/isre.14.1.47.14767","volume":"14","author":"S.W. Sussman","year":"2003","unstructured":"Sussman, S.W., Siegal, W.S.: Information influence in organizations: An integrated approach to knowledge adoption. Information Systems Research\u00a014(1), 47\u201365 (2003)","journal-title":"Information Systems Research"},{"issue":"1","key":"16_CR52","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1287\/mnsc.42.1.85","volume":"42","author":"B. Szajna","year":"1996","unstructured":"Szajna, B.: Empirical evaluation of the revised technology acceptance model. Management Science\u00a042(1), 85\u201392 (1996)","journal-title":"Management Science"},{"issue":"3","key":"16_CR53","doi-asserted-by":"publisher","first-page":"178","DOI":"10.1080\/10447318.2011.581892","volume":"28","author":"T. Teo","year":"2012","unstructured":"Teo, T., Schaik, P.: Understanding the intention to use technology by pre-service teachers: An empirical test of competing theoretical models. International Journal of Human Computer Studies\u00a028(3), 178\u2013188 (2012)","journal-title":"International Journal of Human Computer Studies"},{"issue":"4","key":"16_CR54","doi-asserted-by":"crossref","first-page":"267","DOI":"10.17705\/1jais.00120","volume":"8","author":"V. Venkatesh","year":"2007","unstructured":"Venkatesh, V., Davis, F.D., Morris, M.G.: Dead or alive? The development, trajectory and future of technology adoption research. Journal of the Association of Information Systems\u00a08(4), 267\u2013286 (2007)","journal-title":"Journal of the Association of Information Systems"},{"issue":"3","key":"16_CR55","doi-asserted-by":"crossref","first-page":"425","DOI":"10.2307\/30036540","volume":"27","author":"V. Venkatesh","year":"2003","unstructured":"Venkatesh, V., Morris, M.G., Davis, G.B., Davis, F.D.: User acceptance of information technology: toward a unified view. MIS Quarterly\u00a027(3), 425\u2013478 (2003)","journal-title":"MIS Quarterly"}],"container-title":["IFIP Advances in Information and Communication Technology","Digital Services and Information Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-662-45526-5_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,23]],"date-time":"2022-04-23T15:15:59Z","timestamp":1650726959000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-662-45526-5_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783662455258","9783662455265"],"references-count":55,"URL":"https:\/\/doi.org\/10.1007\/978-3-662-45526-5_16","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"value":"1868-4238","type":"print"},{"value":"1868-422X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014]]}}}