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Erschienen in: Education and Information Technologies 1/2019

01.08.2018

QR code utilization in a large classroom: Higher education students’ initial perceptions

verfasst von: Siti Nazleen Abdul Rabu, Haniza Hussin, Brandford Bervell

Erschienen in: Education and Information Technologies | Ausgabe 1/2019

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Abstract

The integration of Quick Response (QR) codes in classrooms have been identified as an important tool in promoting active as well as distributed learning, especially in higher education. Even though the versatility of this technology within the educational milieu cannot be over-emphasized, the initial perceptions of students who are at the centre of QR integration are important towards achieving the prospects of this technology in the pedagogical process, particularly in a large classroom context. Against this backdrop, Technology Acceptance Model (TAM) and Unified Theory of Acceptance and Use of Technology2 (UTAUT2) were employed as theoretical foundation to study students’ perceptions. A questionnaire was used to collect data from 200 students, based on a purposive sampling technique with Partial Least Squares Structural Equation Modelling (PLS-SEM) employed for statistical analysis. Initial results suggested that students had very positive attitudes towards QR code utilization for course related activities which ultimately determined their intentions to accept this technology. However, their positive attitude was anchored on their perceived usefulness and easiness towards QR code which were promoted by perceived playfulness, facilitating conditions and hedonic motivation respectively. The social influence variable was not a predictive factor of students’ perception towards the usefulness of QR codes. The study provided practical examples of how QR codes can be integrated in teaching and also recommended future experimental research into QR code effectiveness as well as instructor acceptance if the technology is to be integrated on a wider national scale.

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Literatur
Zurück zum Zitat Abas, H. , Yahya, F. H., & Kamaruddin, M. (2015). User readiness evaluation of QR Codes in mobile learning (m-Learning). Proceeding of IC-ITS 2015 e-ISBN:978–967–0850-07-8 International Conference on Information Technology & Society 8–9 June 2015, Kuala Lumpur, MALAYSIA 126. Abas, H. , Yahya, F. H., & Kamaruddin, M. (2015). User readiness evaluation of QR Codes in mobile learning (m-Learning). Proceeding of IC-ITS 2015 e-ISBN:978–967–0850-07-8 International Conference on Information Technology & Society 8–9 June 2015, Kuala Lumpur, MALAYSIA 126.
Zurück zum Zitat Abdullah, A. M., & Aziz, R. H. A. (2014). Evaluating the use of Quick Response (QR) code at Sulaimani University libraries. International Journal of Advanced Research in Computer Science and Software Engineering, 4(11), 62–72. Abdullah, A. M., & Aziz, R. H. A. (2014). Evaluating the use of Quick Response (QR) code at Sulaimani University libraries. International Journal of Advanced Research in Computer Science and Software Engineering, 4(11), 62–72.
Zurück zum Zitat Adams, D. A., Nelson, R. R., & Todd, P. A. (1992). Perceived usefulness, ease of use, and usage of information technology: A replication. MIS Quarterly, 16(2), 227–247.CrossRef Adams, D. A., Nelson, R. R., & Todd, P. A. (1992). Perceived usefulness, ease of use, and usage of information technology: A replication. MIS Quarterly, 16(2), 227–247.CrossRef
Zurück zum Zitat Ali, N., Santos, I. M., & Areepattamannil, S. (2017). Pre-service teachers’ perception of quick response (QR) code integration in classroom activities. TOJET: The Turkish Online Journal of Educational Technology, 16(1), 93–100. Ali, N., Santos, I. M., & Areepattamannil, S. (2017). Pre-service teachers’ perception of quick response (QR) code integration in classroom activities. TOJET: The Turkish Online Journal of Educational Technology, 16(1), 93–100.
Zurück zum Zitat Babin, B. J., Darden, W. R., & Griffin, M. (1994). Work and or fun: Measuring hedonic and utilitarian shopping value. Journal of Consumer Research, 20(4), 644–656.CrossRef Babin, B. J., Darden, W. R., & Griffin, M. (1994). Work and or fun: Measuring hedonic and utilitarian shopping value. Journal of Consumer Research, 20(4), 644–656.CrossRef
Zurück zum Zitat Bervell, B., & Umar, I. N. (2017a). A decade of LMS acceptance and adoption research in sub-Sahara African higher education: A systematic review of models, methodologies, milestones and main challenges. Eurasia Journal of Mathematics, Science and Technology Education, 13(11), 7269–7286. Bervell, B., & Umar, I. N. (2017a). A decade of LMS acceptance and adoption research in sub-Sahara African higher education: A systematic review of models, methodologies, milestones and main challenges. Eurasia Journal of Mathematics, Science and Technology Education, 13(11), 7269–7286.
Zurück zum Zitat Bervell, B., & Umar, I. N. (2017b). Validation of the UTAUT model: Re-considering non-linear relationships of Exogeneous variables in higher education technology acceptance research. Eurasia Journal of Mathematics, Science and Technology Education, 13(10), 6471–6490.CrossRef Bervell, B., & Umar, I. N. (2017b). Validation of the UTAUT model: Re-considering non-linear relationships of Exogeneous variables in higher education technology acceptance research. Eurasia Journal of Mathematics, Science and Technology Education, 13(10), 6471–6490.CrossRef
Zurück zum Zitat Brown, M. E., Treviño, L. K., & Harrison, D. A. (2005). Ethical leadership: A social learning perspective for construct development and testing. Organizational Behavior and Human Decision Processes, 97, 117–134.CrossRef Brown, M. E., Treviño, L. K., & Harrison, D. A. (2005). Ethical leadership: A social learning perspective for construct development and testing. Organizational Behavior and Human Decision Processes, 97, 117–134.CrossRef
Zurück zum Zitat Chen, N., Teng, D., & Lee, C. (2010). Augmenting paper-based reading activities with mobile technology to enhance reading comprehension. Proceedings of the 6th IEEE international conference on wireless, mobile, and ubiquitous Technologies in Education (pp. 201-203). https://doi.org/10.1109/WMUTE.2010.39. Chen, N., Teng, D., & Lee, C. (2010). Augmenting paper-based reading activities with mobile technology to enhance reading comprehension. Proceedings of the 6th IEEE international conference on wireless, mobile, and ubiquitous Technologies in Education (pp. 201-203). https://​doi.​org/​10.​1109/​WMUTE.​2010.​39.
Zurück zum Zitat Chung, J., & Tan, F. B. (2004). Antecedents of perceived playfulness. An exploratory study on user acceptance of general information-searching websites. Information & Management, 4(7), 869–881.CrossRef Chung, J., & Tan, F. B. (2004). Antecedents of perceived playfulness. An exploratory study on user acceptance of general information-searching websites. Information & Management, 4(7), 869–881.CrossRef
Zurück zum Zitat Conci, M., Pianesi, F., & Zancanaro, M. (2009). Useful, social and enjoyable: Mobile phone adoption by older people. Human-computer interaction–INTERACT, 2009, 63–76. Conci, M., Pianesi, F., & Zancanaro, M. (2009). Useful, social and enjoyable: Mobile phone adoption by older people. Human-computer interaction–INTERACT, 2009, 63–76.
Zurück zum Zitat Crompton, H., LaFrance, J. & van’t Hoof, M. (2012). QR codes 101. Learning & Leading with Technology, 22–23. Crompton, H., LaFrance, J. & van’t Hoof, M. (2012). QR codes 101. Learning & Leading with Technology, 22–23.
Zurück zum Zitat Davis, F. D. (1989). Perceived usefulness, perceived ease of use and user acceptance of information technology. MIS Quarterly, 13(3), 319–340.CrossRef Davis, F. D. (1989). Perceived usefulness, perceived ease of use and user acceptance of information technology. MIS Quarterly, 13(3), 319–340.CrossRef
Zurück zum Zitat Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). User acceptance of computer technology: A comparison of two theoretical models. Management Science, 35(8), 982–1003.CrossRef Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). User acceptance of computer technology: A comparison of two theoretical models. Management Science, 35(8), 982–1003.CrossRef
Zurück zum Zitat Donaldson, R. L., Hashemi, M., Azizinezhad, M., Najafi, V., & Nesari, A. J. (2011). What is Mobile Learning? Challenges and Capabilities. Procedia - Social and Behavioral Sciences, 30, 2477–2481.CrossRef Donaldson, R. L., Hashemi, M., Azizinezhad, M., Najafi, V., & Nesari, A. J. (2011). What is Mobile Learning? Challenges and Capabilities. Procedia - Social and Behavioral Sciences, 30, 2477–2481.CrossRef
Zurück zum Zitat El-Gayar, O., Moran, M., & Hawkes, M. (2011). Students’ acceptance of tablet PCs and implications for educ ational institutions. Educational Technology & Society, 14(2), 58–70. El-Gayar, O., Moran, M., & Hawkes, M. (2011). Students’ acceptance of tablet PCs and implications for educ ational institutions. Educational Technology & Society, 14(2), 58–70.
Zurück zum Zitat Farahat, T. (2012). Applying the technology acceptance model to online learning in the Egyptian universities. Procedia-Social and Behavioral Sciences, 64, 95–104.CrossRef Farahat, T. (2012). Applying the technology acceptance model to online learning in the Egyptian universities. Procedia-Social and Behavioral Sciences, 64, 95–104.CrossRef
Zurück zum Zitat Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 1, 39–50.CrossRef Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 1, 39–50.CrossRef
Zurück zum Zitat Foster, G. (2014). Students' response to the use of QR Codes to encourage participation in an introductory Programming Module. SACLA 2014, 25–26 June, Port Elizabeth, South Africa. Foster, G. (2014). Students' response to the use of QR Codes to encourage participation in an introductory Programming Module. SACLA 2014, 25–26 June, Port Elizabeth, South Africa.
Zurück zum Zitat Gradel, K., & Edson, J. E. (2012). QR codes in higher education: Fad or functional tool? Journal Educational Technology Systems, 41(1), 45–67.CrossRef Gradel, K., & Edson, J. E. (2012). QR codes in higher education: Fad or functional tool? Journal Educational Technology Systems, 41(1), 45–67.CrossRef
Zurück zum Zitat Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing theory and Practice, 19(2), 139–152.CrossRef Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing theory and Practice, 19(2), 139–152.CrossRef
Zurück zum Zitat Hair, J. F., Gabriel, M., & Patel, V. (2014). AMOS covariance-based structural equation modeling (CB-SEM): Guidelines on its application as a marketing research tool. Revista Brasileira de Marketing, 13(2), 44–55.CrossRef Hair, J. F., Gabriel, M., & Patel, V. (2014). AMOS covariance-based structural equation modeling (CB-SEM): Guidelines on its application as a marketing research tool. Revista Brasileira de Marketing, 13(2), 44–55.CrossRef
Zurück zum Zitat Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2017). A primer on partial least squares structural equation modeling (2nd ed.). Thousand Oaks: Sage.MATH Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2017). A primer on partial least squares structural equation modeling (2nd ed.). Thousand Oaks: Sage.MATH
Zurück zum Zitat Hau, G. B., Siraj, S., Alias, N., Rauf, R. A. A., & Zakaria, A. (2013). Research and trends in the field of technology-enhanced learning from 2006 to 2011: A content analysis of quick response code (QR-code) and its application in selected studies. Malaysian Online Journal of Educational Technology, 1(1), 54–72. Hau, G. B., Siraj, S., Alias, N., Rauf, R. A. A., & Zakaria, A. (2013). Research and trends in the field of technology-enhanced learning from 2006 to 2011: A content analysis of quick response code (QR-code) and its application in selected studies. Malaysian Online Journal of Educational Technology, 1(1), 54–72.
Zurück zum Zitat Ifenthaler, D., & Schweinbenz, V. (2016). Students' acceptance of tablet pcs in the classroom. Journal of Research on Technology in Education, 48(4), 306–321.CrossRef Ifenthaler, D., & Schweinbenz, V. (2016). Students' acceptance of tablet pcs in the classroom. Journal of Research on Technology in Education, 48(4), 306–321.CrossRef
Zurück zum Zitat Jiin, J., Chyou, T., Yu, B., & Cheng, F. (2012). Acceptance of Qr code in Taiwan : An extension of the technology acceptance model. Pacific Asia Conference on Information Systems (PACIS), 12. Jiin, J., Chyou, T., Yu, B., & Cheng, F. (2012). Acceptance of Qr code in Taiwan : An extension of the technology acceptance model. Pacific Asia Conference on Information Systems (PACIS), 12.
Zurück zum Zitat Kline, R. B. (2015). Principles and practice of structural equation modelling methodology in the social sciences (4th ed.). NY: Guilford Publication. Kline, R. B. (2015). Principles and practice of structural equation modelling methodology in the social sciences (4th ed.). NY: Guilford Publication.
Zurück zum Zitat Kock, N. (2015). Common method bias in PLS-SEM: A full collinearity assessment approach. International Journal of e-Collaboration (IJeC), 11(4), 1–10.MathSciNetCrossRef Kock, N. (2015). Common method bias in PLS-SEM: A full collinearity assessment approach. International Journal of e-Collaboration (IJeC), 11(4), 1–10.MathSciNetCrossRef
Zurück zum Zitat Lai, H. C., Chang, C. Y., Wen-Shiane, L., Fan, Y. L., & Wu, Y. T. (2013). The implementation of mobile learning in outdoor education: Application of QR codes. British Journal of Educational Technology, 44(2), E57–E62.CrossRef Lai, H. C., Chang, C. Y., Wen-Shiane, L., Fan, Y. L., & Wu, Y. T. (2013). The implementation of mobile learning in outdoor education: Application of QR codes. British Journal of Educational Technology, 44(2), E57–E62.CrossRef
Zurück zum Zitat Latif, L. A., Fadzil, M., Munira, T. A., & San, N. M. (2012). Can the use of QR codes enhance m-learning in a blended learning environment? Journal Lifelong Learning Society, 8(2), 1–20 ISSN: 1738-0057.CrossRef Latif, L. A., Fadzil, M., Munira, T. A., & San, N. M. (2012). Can the use of QR codes enhance m-learning in a blended learning environment? Journal Lifelong Learning Society, 8(2), 1–20 ISSN: 1738-0057.CrossRef
Zurück zum Zitat Law, C.-Y., & So, S. (2010). QR codes in education. Journal of Educational Technology Development and Exchange (JETDE), 3(1). Law, C.-Y., & So, S. (2010). QR codes in education. Journal of Educational Technology Development and Exchange (JETDE), 3(1).
Zurück zum Zitat Liébana-Cabanillas, F., Ramos de Luna, I., & Montoro-Ríos, F. J. (2015). User behaviour in QR mobile payment system: The QR payment acceptance model. Technology Analysis & Strategic Management, 27(9), 1031–1049.CrossRef Liébana-Cabanillas, F., Ramos de Luna, I., & Montoro-Ríos, F. J. (2015). User behaviour in QR mobile payment system: The QR payment acceptance model. Technology Analysis & Strategic Management, 27(9), 1031–1049.CrossRef
Zurück zum Zitat Lo, H. (2014). Quick response codes around us: Personality traits, attitudes toward innovation, and acceptance. Journal of Electronic Commerce Research, 15, 35–39. Lo, H. (2014). Quick response codes around us: Personality traits, attitudes toward innovation, and acceptance. Journal of Electronic Commerce Research, 15, 35–39.
Zurück zum Zitat Moore, G. C., & Benbasat, I. (1991). Development of an instrument to measure the perceptions of adopting an information technology innovation. Information Systems Research, 2(3), 173–191.CrossRef Moore, G. C., & Benbasat, I. (1991). Development of an instrument to measure the perceptions of adopting an information technology innovation. Information Systems Research, 2(3), 173–191.CrossRef
Zurück zum Zitat Nassuora, A. B. (2012). Student acceptance of mobile learning for higher education. American Academic & Scholarly Research Journal, 4, 0–5. Nassuora, A. B. (2012). Student acceptance of mobile learning for higher education. American Academic & Scholarly Research Journal, 4, 0–5.
Zurück zum Zitat Pérez-Sanagustín, M., Parra, D., Verdugo, R., García-Galleguillos, G., & Nussbaum, M. (2016). UsingQRcodes to increase user engagement in museum-like spaces. Computers in Human Behavior, 60, 73–85.CrossRef Pérez-Sanagustín, M., Parra, D., Verdugo, R., García-Galleguillos, G., & Nussbaum, M. (2016). UsingQRcodes to increase user engagement in museum-like spaces. Computers in Human Behavior, 60, 73–85.CrossRef
Zurück zum Zitat Pillai, A. E., Prakash, D., Al-Marhoobi, N. A., & Shrivastava, M. (2017). Application of QR codes in tourism industry: A review of literature. International Journal of Computer Technology & Applications, 8(6), 678–687. Pillai, A. E., Prakash, D., Al-Marhoobi, N. A., & Shrivastava, M. (2017). Application of QR codes in tourism industry: A review of literature. International Journal of Computer Technology & Applications, 8(6), 678–687.
Zurück zum Zitat Rivers, D. (2009). Utilizing the quick response (QR) code within a Japanese EFL environment. JALTCALL Journal, 5(2), 15–28. Rivers, D. (2009). Utilizing the quick response (QR) code within a Japanese EFL environment. JALTCALL Journal, 5(2), 15–28.
Zurück zum Zitat Rogers, E. M. (2003). Diffusion of innovations (5th ed.). New York: Free Press. Rogers, E. M. (2003). Diffusion of innovations (5th ed.). New York: Free Press.
Zurück zum Zitat Rouillard, J. (2008). “Contextual QR codes,” Proc. -3rd Int. Multi-Conf. Comput. Glob. Inf. Technol. ICCGI 2008 Conjunction with ComP2P 2008 1st Int. Work. Comput. P2P Networks Theory Practice., pp. 50–55, 2008. Rouillard, J. (2008). “Contextual QR codes,” Proc. -3rd Int. Multi-Conf. Comput. Glob. Inf. Technol. ICCGI 2008 Conjunction with ComP2P 2008 1st Int. Work. Comput. P2P Networks Theory Practice., pp. 50–55, 2008.
Zurück zum Zitat Ryu, J. S., & Murdock, K. (2013). Consumer acceptance of mobile marketing communications using the QR code. Journal of Direct, Data and Digital Marketing Practice, 15(2), 111–124.CrossRef Ryu, J. S., & Murdock, K. (2013). Consumer acceptance of mobile marketing communications using the QR code. Journal of Direct, Data and Digital Marketing Practice, 15(2), 111–124.CrossRef
Zurück zum Zitat Santos, J. F. (2015). QR code adoption and mobile marketing practices in Portugal: An empirical study. International journal of marketing, communication and new media, 3(5). Santos, J. F. (2015). QR code adoption and mobile marketing practices in Portugal: An empirical study. International journal of marketing, communication and new media, 3(5).
Zurück zum Zitat Saprudin, A. A., Goolamally, N., & Latif, L. A. (2014). Embedding QR codes in the teaching and learning process. Saprudin, A. A., Goolamally, N., & Latif, L. A. (2014). Embedding QR codes in the teaching and learning process.
Zurück zum Zitat So, S., (2010). “Beyond the simple codes?: QR codes in pp: 114–118. education,” in In Ascilite Conference Changing 24. Becker C. and C. Bizer, “DBpedia Mobile?: A Demands, Changing Directions, pp: 1157–1161. So, S., (2010). “Beyond the simple codes?: QR codes in pp: 114–118. education,” in In Ascilite Conference Changing 24. Becker C. and C. Bizer, “DBpedia Mobile?: A Demands, Changing Directions, pp: 1157–1161.
Zurück zum Zitat Tajudeen, S. A., Basha, M. K., Michael, F. O., & Mukthar, A. L. (2013). Determinant of mobile devices acceptance for learning among students in developing country. The Malaysian Online Journal of Educational Technology, 1(3), 17–29. Tajudeen, S. A., Basha, M. K., Michael, F. O., & Mukthar, A. L. (2013). Determinant of mobile devices acceptance for learning among students in developing country. The Malaysian Online Journal of Educational Technology, 1(3), 17–29.
Zurück zum Zitat Tan, F. B., & Chou, J. P. C. (2008). The relationship between mobile service quality, perceived technology compatibility, and Users' perceived playfulness in the context of mobile information and entertainment services, Intl. Journal of Human–Computer Interaction, 24(7), 649–671. https://doi.org/10.1080/10447310802335581.CrossRef Tan, F. B., & Chou, J. P. C. (2008). The relationship between mobile service quality, perceived technology compatibility, and Users' perceived playfulness in the context of mobile information and entertainment services, Intl. Journal of Human–Computer Interaction, 24(7), 649–671. https://​doi.​org/​10.​1080/​1044731080233558​1.CrossRef
Zurück zum Zitat Thompson, R. L., Higgins, C. A., & Howell, J. M. (1991). Personal computing: Toward a conceptual model of utilization. MIS Quarterly, 15(1), 125–143.CrossRef Thompson, R. L., Higgins, C. A., & Howell, J. M. (1991). Personal computing: Toward a conceptual model of utilization. MIS Quarterly, 15(1), 125–143.CrossRef
Zurück zum Zitat Thorne, T. (2016). Augmenting classroom practices with QR codes. TESOL Journal, 7(3), 746–754.CrossRef Thorne, T. (2016). Augmenting classroom practices with QR codes. TESOL Journal, 7(3), 746–754.CrossRef
Zurück zum Zitat Tseng, M. H., & Wu, H. C. (2014). A cloud medication safety support system using QR code and web services for elderly outpatients. Technology and Health Care, 22(1), 99–113. Tseng, M. H., & Wu, H. C. (2014). A cloud medication safety support system using QR code and web services for elderly outpatients. Technology and Health Care, 22(1), 99–113.
Zurück zum Zitat Ursavaş, Ö. F. (2015). The influence of hedonic and utilitarian motivations on teachers behavioral intention to use tablet PCs. Education and Science, 40(179), 25–43. Ursavaş, Ö. F. (2015). The influence of hedonic and utilitarian motivations on teachers behavioral intention to use tablet PCs. Education and Science, 40(179), 25–43.
Zurück zum Zitat Venkatesh, V., & Davis, F. D. (1996). A model of the antecedents of perceived ease of use: Development and test. Decision Sciences, 27(3), 451–481.CrossRef Venkatesh, V., & Davis, F. D. (1996). A model of the antecedents of perceived ease of use: Development and test. Decision Sciences, 27(3), 451–481.CrossRef
Zurück zum Zitat Venkatesh, V., & Davis, F. D. (2000). A theoretical extension of the technology acceptance model: Four longitudinal field studies. Management Science, 45(2), 186–204.CrossRef Venkatesh, V., & Davis, F. D. (2000). A theoretical extension of the technology acceptance model: Four longitudinal field studies. Management Science, 45(2), 186–204.CrossRef
Zurück zum Zitat Venkatesh, V., Morris, G. B. & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27. Venkatesh, V., Morris, G. B. & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27.
Zurück zum Zitat Venkatesh, V., & Bala, H. (2008). Technology acceptance model 3 and a research agenda on interventions. Decision Sciences, 39(2), 273–315.CrossRef Venkatesh, V., & Bala, H. (2008). Technology acceptance model 3 and a research agenda on interventions. Decision Sciences, 39(2), 273–315.CrossRef
Zurück zum Zitat Venkatesh, V., Thong, J. Y. L., & Xu, X. (2012). Consumer acceptance and use of information technology: Extending the unified theory of acceptance and use of technology. MIS Quarterly, 36(1), 157–178.CrossRef Venkatesh, V., Thong, J. Y. L., & Xu, X. (2012). Consumer acceptance and use of information technology: Extending the unified theory of acceptance and use of technology. MIS Quarterly, 36(1), 157–178.CrossRef
Zurück zum Zitat Yusof, S., Goolamally, N., Latif, L. A. & Fadzil, M. (2012). Using QR codes in enhancing learning in elementary statistics. In 12th international conference of information (ICI12), 12–13 December 2012, Kuala Lumpur, 312–321. Yusof, S., Goolamally, N., Latif, L. A. & Fadzil, M. (2012). Using QR codes in enhancing learning in elementary statistics. In 12th international conference of information (ICI12), 12–13 December 2012, Kuala Lumpur, 312–321.
Zurück zum Zitat Zhu, Q., Guo, W., & Hu, Y. (2012). Mobile learning in higher education. Jönköping University. Zhu, Q., Guo, W., & Hu, Y. (2012). Mobile learning in higher education. Jönköping University.
Metadaten
Titel
QR code utilization in a large classroom: Higher education students’ initial perceptions
verfasst von
Siti Nazleen Abdul Rabu
Haniza Hussin
Brandford Bervell
Publikationsdatum
01.08.2018
Verlag
Springer US
Erschienen in
Education and Information Technologies / Ausgabe 1/2019
Print ISSN: 1360-2357
Elektronische ISSN: 1573-7608
DOI
https://doi.org/10.1007/s10639-018-9779-2

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