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Erschienen in: Education and Information Technologies 3/2019

17.01.2019

A new integrated model to explore factors that influence adoption of mobile learning in higher education: An empirical investigation

verfasst von: Faisal Aburub, Ibrahim Alnawas

Erschienen in: Education and Information Technologies | Ausgabe 3/2019

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Abstract

The aim of this paper is to test the combined effect of the key components of the Technology Acceptance Model (TAM) and those of the Usage and Gratification Approach (U&G) on intention to adopt mobile learning in higher education. Data were collected from 820 students from ten universities in Jordan. Structural equation modeling (AMOS 18) was used to analyze the data. The findings of the current research reveal that perceived ease of use and cognitive gratification had the highest impact on intention to adopt mobile learning; perceived usefulness and hedonic gratification had the lowest effect; and personal integrative gratification had no effect. The key contribution of this research stems from the integration of two major theories into a broader conceptualization in order to test their combined effect on intention to adopt mobile learning in higher education.

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Literatur
Zurück zum Zitat Abdullah, F., & Ward, R. (2016). Developing a general extended technology acceptance model for E-learning (GETAMEL) by analysing commonly used external factors. Computers in Human Behavior, 56, 238–256. Abdullah, F., & Ward, R. (2016). Developing a general extended technology acceptance model for E-learning (GETAMEL) by analysing commonly used external factors. Computers in Human Behavior, 56, 238–256.
Zurück zum Zitat Adegbija, M. V., & Bola, O. O. (2015). Perception of undergraduates on the adoption of Mobile Technologies for Learning in selected universities in Kwara state, Nigeria. Procedia-Social and Behavioral Sciences, 176, 352–356. Adegbija, M. V., & Bola, O. O. (2015). Perception of undergraduates on the adoption of Mobile Technologies for Learning in selected universities in Kwara state, Nigeria. Procedia-Social and Behavioral Sciences, 176, 352–356.
Zurück zum Zitat Al-Emran, M., Elsherif, H. M., & Shaalan, K. (2016). Investigating attitudes towards the use of mobile learning in higher education. Computers in Human Behavior, 56, 93–102. Al-Emran, M., Elsherif, H. M., & Shaalan, K. (2016). Investigating attitudes towards the use of mobile learning in higher education. Computers in Human Behavior, 56, 93–102.
Zurück zum Zitat Almaiah, M., Jalil, M., and Man, M. (2016). Empirical investigation to explore factors that achieve high quality of mobile learning system based on students’ perspectives. Engineering Science and Technology, an International Journal. Article in Press. Almaiah, M., Jalil, M., and Man, M. (2016). Empirical investigation to explore factors that achieve high quality of mobile learning system based on students’ perspectives. Engineering Science and Technology, an International Journal. Article in Press.
Zurück zum Zitat Ardi, P. (2017). Promoting learner autonomy through Schoology M-learning platform in an EAP class at an Indonesian University. Teaching English with Technology, 17(2), 55–76. Ardi, P. (2017). Promoting learner autonomy through Schoology M-learning platform in an EAP class at an Indonesian University. Teaching English with Technology, 17(2), 55–76.
Zurück zum Zitat Briz-Ponce, L., Pereira, A., Carvalho, L., Juanes-Méndez, J. A., & García-Peñalvo, F. J. (2017). Learning with mobile technologies–students’ behavior. Computers in Human Behavior, 72, 612–620. Briz-Ponce, L., Pereira, A., Carvalho, L., Juanes-Méndez, J. A., & García-Peñalvo, F. J. (2017). Learning with mobile technologies–students’ behavior. Computers in Human Behavior, 72, 612–620.
Zurück zum Zitat Callum, K., & Jeffrey, L. (2014). Comparing the role of ICT literacy and anxiety in the adoption of mobile learning. Computers in Human Behavior, 39, 8–19. Callum, K., & Jeffrey, L. (2014). Comparing the role of ICT literacy and anxiety in the adoption of mobile learning. Computers in Human Behavior, 39, 8–19.
Zurück zum Zitat Cheon, J., Lee, S., Crooks, S. M., & Song, J. (2012). An investigation of mobile learning readiness in higher education based on the theory of planned behavior. Computers & Education, 59(3), 1054–1064. Cheon, J., Lee, S., Crooks, S. M., & Song, J. (2012). An investigation of mobile learning readiness in higher education based on the theory of planned behavior. Computers & Education, 59(3), 1054–1064.
Zurück zum Zitat Cheung, R., & Vogel, D. (2013). Predicting user acceptance of collaborative technologies: An extension of the technology acceptance model for e-learning. Computers & Education, 63, 160–175. Cheung, R., & Vogel, D. (2013). Predicting user acceptance of collaborative technologies: An extension of the technology acceptance model for e-learning. Computers & Education, 63, 160–175.
Zurück zum Zitat Coursaris, C. K., & Kim, D. J. (2011). A meta-analytical review of empirical mobile usability studies. Journal of Usability Studies, 6(3), 117–171. Coursaris, C. K., & Kim, D. J. (2011). A meta-analytical review of empirical mobile usability studies. Journal of Usability Studies, 6(3), 117–171.
Zurück zum Zitat Criollo-C, S., Luján-Mora, S. and Jaramillo-Alcázar, A., 2018. Advantages and Disadvantages of M-Learning in Current Education. In 2018 IEEE World Engineering Education Conference (EDUNINE) (pp. 1–6). IEEE. Criollo-C, S., Luján-Mora, S. and Jaramillo-Alcázar, A., 2018. Advantages and Disadvantages of M-Learning in Current Education. In 2018 IEEE World Engineering Education Conference (EDUNINE) (pp. 1–6). IEEE.
Zurück zum Zitat Crompton, H., & Burke, D. (2018). The use of mobile learning in higher education: A systematic review. Computers in Education, 123, 53–64. Crompton, H., & Burke, D. (2018). The use of mobile learning in higher education: A systematic review. Computers in Education, 123, 53–64.
Zurück zum Zitat Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13, 319–340. Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13, 319–340.
Zurück zum Zitat Davis, F. D. (1993). User acceptance of information technology: System characteristics, user perceptions and behavioral impacts. International Journal of Man-Machine Studies, 38(3), 475–487. Davis, F. D. (1993). User acceptance of information technology: System characteristics, user perceptions and behavioral impacts. International Journal of Man-Machine Studies, 38(3), 475–487.
Zurück zum Zitat Dobos, J., & Dimmick, J. (1988). Factor analysis and gratification constructs. Journal of Broadcasting & Electronic Media, 32(3), 335–350. Dobos, J., & Dimmick, J. (1988). Factor analysis and gratification constructs. Journal of Broadcasting & Electronic Media, 32(3), 335–350.
Zurück zum Zitat Fornell, C., & Larcker, D. F. (1981). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. Journal of Marketing Research (18:1), 39–50. Fornell, C., & Larcker, D. F. (1981). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. Journal of Marketing Research (18:1), 39–50.
Zurück zum Zitat Grissa, K., 2017. What “Uses and Gratifications” Theory Can Tell Us About Using Professional Networking Sites (EG LinkedIn, Viadeo, Xing, SkilledAfricans, Plaxo…). In International Conference on Digital Economy (pp. 15–28). Springer, Cham. Grissa, K., 2017. What “Uses and Gratifications” Theory Can Tell Us About Using Professional Networking Sites (EG LinkedIn, Viadeo, Xing, SkilledAfricans, Plaxo…). In International Conference on Digital Economy (pp. 15–28). Springer, Cham.
Zurück zum Zitat Ha, Y. W., Kim, J., Libaque-Saenz, C. F., Chang, Y., & Park, M. C. (2015). Use and gratifications of mobile SNSs: Facebook and KakaoTalk in Korea. Telematics and Informatics, 32(3), 425–438. Ha, Y. W., Kim, J., Libaque-Saenz, C. F., Chang, Y., & Park, M. C. (2015). Use and gratifications of mobile SNSs: Facebook and KakaoTalk in Korea. Telematics and Informatics, 32(3), 425–438.
Zurück zum Zitat Hair, J. F., Black, W. C., Babin, B. J., Anderson, R. E., & Tatham, L. R. (2006). Multivariate data analysis (6th ed.). New Jersey: Prentice Hall. Hair, J. F., Black, W. C., Babin, B. J., Anderson, R. E., & Tatham, L. R. (2006). Multivariate data analysis (6th ed.). New Jersey: Prentice Hall.
Zurück zum Zitat Henseler, J., Ringle, C. M., & Sinkovics, R. R. (2009). The use of partial least squares path modeling in international marketing. In New challenges to international marketing (pp. 277–319). Emerald Group Publishing Limited. Henseler, J., Ringle, C. M., & Sinkovics, R. R. (2009). The use of partial least squares path modeling in international marketing. In New challenges to international marketing (pp. 277–319). Emerald Group Publishing Limited.
Zurück zum Zitat Hwang, G. J., & Tsai, C. C. (2011). Research trends in mobile and ubiquitous learning: A review of publications in selected journals from 2001 to 2010. British Journal of Educational Technology, 42(4), E65–E70. Hwang, G. J., & Tsai, C. C. (2011). Research trends in mobile and ubiquitous learning: A review of publications in selected journals from 2001 to 2010. British Journal of Educational Technology, 42(4), E65–E70.
Zurück zum Zitat James, M. L., Wotring, C. E., & Forrest, E. J. (1995). An exploratory study of the perceived benefits of electronic bulletin board use and their impact on other communication activities. Journal of Broadcasting & Electronic Media, 39(1), 30–50. James, M. L., Wotring, C. E., & Forrest, E. J. (1995). An exploratory study of the perceived benefits of electronic bulletin board use and their impact on other communication activities. Journal of Broadcasting & Electronic Media, 39(1), 30–50.
Zurück zum Zitat Joo, J., & Sang, Y. (2013). Exploring Koreans’ smartphone usage: An integrated model of the technology acceptance model and uses and gratifications theory. Computers in Human Behavior, 29(6), 2512–2518. Joo, J., & Sang, Y. (2013). Exploring Koreans’ smartphone usage: An integrated model of the technology acceptance model and uses and gratifications theory. Computers in Human Behavior, 29(6), 2512–2518.
Zurück zum Zitat Khan, A. I., Al-Shihi, H., Al-Khanjari, Z. A., & Sarrab, M. (2015). Mobile learning (M-learning) adoption in the Middle East: Lessons learned from the educationally advanced countries. Telematics and Informatics, 32(4), 909–920. Khan, A. I., Al-Shihi, H., Al-Khanjari, Z. A., & Sarrab, M. (2015). Mobile learning (M-learning) adoption in the Middle East: Lessons learned from the educationally advanced countries. Telematics and Informatics, 32(4), 909–920.
Zurück zum Zitat Kutluk, F. A., & Gülmez, M. (2014). A research about mobile learning perspectives of university students who have accounting lessons. Procedia-Social and Behavioral Sciences, 116, 291–297. Kutluk, F. A., & Gülmez, M. (2014). A research about mobile learning perspectives of university students who have accounting lessons. Procedia-Social and Behavioral Sciences, 116, 291–297.
Zurück zum Zitat Lijanporn, S., & Khlaisang, J. (2015). The development of an activity-based learning model using educational mobile application to enhance discipline of elementary school students. Procedia-Social and Behavioral Sciences, 174, 1707–1712. Lijanporn, S., & Khlaisang, J. (2015). The development of an activity-based learning model using educational mobile application to enhance discipline of elementary school students. Procedia-Social and Behavioral Sciences, 174, 1707–1712.
Zurück zum Zitat Liu, S. H., Liao, H. L., & Pratt, J. A. (2009). Impact of media richness and flow on e-learning technology acceptance. Computers & Education, 52(3), 599–607. Liu, S. H., Liao, H. L., & Pratt, J. A. (2009). Impact of media richness and flow on e-learning technology acceptance. Computers & Education, 52(3), 599–607.
Zurück zum Zitat Louis, R. S. (2006). Helping students become autonomous learners: Can technology help? Teaching English with Technology, 6(3). Louis, R. S. (2006). Helping students become autonomous learners: Can technology help? Teaching English with Technology, 6(3).
Zurück zum Zitat Mbarek, R., & El Gharbi, J. E. (2013). A meta-analysis of e-learning effectiveness antecedent. International journal of innovation and applied. Studies, 3(1), 48–58. Mbarek, R., & El Gharbi, J. E. (2013). A meta-analysis of e-learning effectiveness antecedent. International journal of innovation and applied. Studies, 3(1), 48–58.
Zurück zum Zitat Muhammed, A. A. (2014). The impact of mobiles on language learning on the part of English foreign language (EFL) university students. Procedia-Social and Behavioral Sciences, 136, 104–108. Muhammed, A. A. (2014). The impact of mobiles on language learning on the part of English foreign language (EFL) university students. Procedia-Social and Behavioral Sciences, 136, 104–108.
Zurück zum Zitat Musa, A. S., Azmi, M. N. L., & Ismail, N. S. (2015). Exploring the uses and gratifications theory in the use of social media among the students of mass communication in Nigeria. Malaysian Journal of Distance Education, 17(2), 83–95. Musa, A. S., Azmi, M. N. L., & Ismail, N. S. (2015). Exploring the uses and gratifications theory in the use of social media among the students of mass communication in Nigeria. Malaysian Journal of Distance Education, 17(2), 83–95.
Zurück zum Zitat Muttoo, S., 2011. Mobile’changes in the Arab world. Retrieved October, 14, p.2012. Muttoo, S., 2011. Mobile’changes in the Arab world. Retrieved October, 14, p.2012.
Zurück zum Zitat Nambisan, S., & Baron, R. A. (2007). Interactions in virtual customer environments: Implications for product support and customer relationship management. Journal of Interactive Marketing, 21(2), 42–62. Nambisan, S., & Baron, R. A. (2007). Interactions in virtual customer environments: Implications for product support and customer relationship management. Journal of Interactive Marketing, 21(2), 42–62.
Zurück zum Zitat Nistor, N., Baltes, B., Dascălu, M., Mihăilă, D., Smeaton, G., & Trăuşan-Matu, Ş. (2014). Participation in virtual academic communities of practice under the influence of technology acceptance and community factors. A learning analytics application. Computers in Human Behavior, 34, 339–344. Nistor, N., Baltes, B., Dascălu, M., Mihăilă, D., Smeaton, G., & Trăuşan-Matu, Ş. (2014). Participation in virtual academic communities of practice under the influence of technology acceptance and community factors. A learning analytics application. Computers in Human Behavior, 34, 339–344.
Zurück zum Zitat Ordóñez de Pablos, P. ed., (2014). Assessing the role of mobile technologies and distance learning in higher education. IGI Global. Ordóñez de Pablos, P. ed., (2014). Assessing the role of mobile technologies and distance learning in higher education. IGI Global.
Zurück zum Zitat Padilla-Meléndez, A., Del Aguila-Obra, A. R., & Garrido-Moreno, A. (2013). Perceived playfulness, gender differences and technology acceptance model in a blended learning scenario. Computers & Education, 63, 306–317. Padilla-Meléndez, A., Del Aguila-Obra, A. R., & Garrido-Moreno, A. (2013). Perceived playfulness, gender differences and technology acceptance model in a blended learning scenario. Computers & Education, 63, 306–317.
Zurück zum Zitat Palmgreen, P. (1984). Uses and gratifications: A theoretical perspective. In R. N. Bostrom (Ed.), Communication yearbook (Vol. 8, pp. 20–55). Beverly Hills: Sage. Palmgreen, P. (1984). Uses and gratifications: A theoretical perspective. In R. N. Bostrom (Ed.), Communication yearbook (Vol. 8, pp. 20–55). Beverly Hills: Sage.
Zurück zum Zitat Palmgreen, P., Wenner, L. A., & Rayburn, J. D. (1980). Relations between gratifications sought and obtained: A study of television news. Communication Research, 7(2), 161–192. Palmgreen, P., Wenner, L. A., & Rayburn, J. D. (1980). Relations between gratifications sought and obtained: A study of television news. Communication Research, 7(2), 161–192.
Zurück zum Zitat Park, N. (2010). Adoption and use of computer-based voice over internet protocol phone service: Toward an integrated model. Journal of Communication, 60(1), 40–72. Park, N. (2010). Adoption and use of computer-based voice over internet protocol phone service: Toward an integrated model. Journal of Communication, 60(1), 40–72.
Zurück zum Zitat Persico, D., Manca, S., & Pozzi, F. (2014). Adapting the technology acceptance model to evaluate the innovative potential of e-learning systems. Computers in Human Behavior, 30, 614–622. Persico, D., Manca, S., & Pozzi, F. (2014). Adapting the technology acceptance model to evaluate the innovative potential of e-learning systems. Computers in Human Behavior, 30, 614–622.
Zurück zum Zitat Pew Research Center, (2017). Mobile fact sheet. Pew Research Center: Internet, Science & Tech. Pew Research Center, (2017). Mobile fact sheet. Pew Research Center: Internet, Science & Tech.
Zurück zum Zitat Phang, C. W., Kankanhalli, A., & Sabherwal, R. (2009). Usability and sociability in online communities: A comparative study of knowledge seeking and contribution. Journal of the Association for Information Systems, 10(10), 721–747. Phang, C. W., Kankanhalli, A., & Sabherwal, R. (2009). Usability and sociability in online communities: A comparative study of knowledge seeking and contribution. Journal of the Association for Information Systems, 10(10), 721–747.
Zurück zum Zitat Pimmer, C., Mateescu, M., & Gröhbiel, U. (2016). Mobile and ubiquitous learning in higher education settings. A systematic review of empirical studies. Computers in Human Behavior, 63, 490–501. Pimmer, C., Mateescu, M., & Gröhbiel, U. (2016). Mobile and ubiquitous learning in higher education settings. A systematic review of empirical studies. Computers in Human Behavior, 63, 490–501.
Zurück zum Zitat Pollara, P., & Broussard, K. K. (2011). Mobile technology and student learning: What does current research reveal?. International Journal of Mobile and Blended Learning (IJMBL), 3(3), 34–42. Pollara, P., & Broussard, K. K. (2011). Mobile technology and student learning: What does current research reveal?. International Journal of Mobile and Blended Learning (IJMBL), 3(3), 34–42.
Zurück zum Zitat Poushter, J. (2016). Smartphone ownership and internet usage continues to climb in emerging economies. Pew Research Center, 22, 1–44. Poushter, J. (2016). Smartphone ownership and internet usage continues to climb in emerging economies. Pew Research Center, 22, 1–44.
Zurück zum Zitat Reychav, I., & Wu, D. (2014). Exploring mobile tablet training for road safety: A uses and gratifications perspective. Computers & Education, 71, 43–55. Reychav, I., & Wu, D. (2014). Exploring mobile tablet training for road safety: A uses and gratifications perspective. Computers & Education, 71, 43–55.
Zurück zum Zitat Roca, J. C., Chiu, C. M. & Martínez, F.J. (2006). Understanding e-learning continuance intention: An extension of the Technology Acceptance Model. International Journal of human-computer studies, 64(8), 683–696. Roca, J. C., Chiu, C. M. & Martínez, F.J. (2006). Understanding e-learning continuance intention: An extension of the Technology Acceptance Model. International Journal of human-computer studies, 64(8), 683–696.
Zurück zum Zitat Rubin, A. M. (1984). Ritualized and instrumental television viewing. Journal of Communication, 34(3), 67–77. Rubin, A. M. (1984). Ritualized and instrumental television viewing. Journal of Communication, 34(3), 67–77.
Zurück zum Zitat Shin, D. H. (2011). Understanding e-book users: Uses and gratification expectancy model. New Media & Society, 13(2), 260–278. Shin, D. H. (2011). Understanding e-book users: Uses and gratification expectancy model. New Media & Society, 13(2), 260–278.
Zurück zum Zitat Shyu, S. H. P., & Huang, J. H. (2011). Elucidating usage of e-government learning: A perspective of the extended technology acceptance model. Government Information Quarterly, 28(4), 491–502. Shyu, S. H. P., & Huang, J. H. (2011). Elucidating usage of e-government learning: A perspective of the extended technology acceptance model. Government Information Quarterly, 28(4), 491–502.
Zurück zum Zitat Soleimani, E., Ismail, K., & Mustaffa, R. (2014). The acceptance of mobile assisted language learning (MALL) among post graduate ESL students in UKM. Procedia-Social and Behavioral Sciences, 118, 457–462. Soleimani, E., Ismail, K., & Mustaffa, R. (2014). The acceptance of mobile assisted language learning (MALL) among post graduate ESL students in UKM. Procedia-Social and Behavioral Sciences, 118, 457–462.
Zurück zum Zitat Spiegel, A., & Rodríguez, G. (2016). Students at university have Mobile technologies. Do they do m-learning? Procedia-Social and Behavioral Sciences, 217, 846–850. Spiegel, A., & Rodríguez, G. (2016). Students at university have Mobile technologies. Do they do m-learning? Procedia-Social and Behavioral Sciences, 217, 846–850.
Zurück zum Zitat Taleb, Z., & Sohrabi, A. (2012). Learning on the move: The use of mobile technology to support learning for university students. Procedia-Social and Behavioral Sciences, 69, 1102–1109. Taleb, Z., & Sohrabi, A. (2012). Learning on the move: The use of mobile technology to support learning for university students. Procedia-Social and Behavioral Sciences, 69, 1102–1109.
Zurück zum Zitat Tan, G. W. H., Ooi, K. B., Leong, L. Y., & Lin, B. (2014). Predicting the drivers of behavioral intention to use mobile learning: A hybrid SEM-neural networks approach. Computers in Human Behavior, 36, 198–213. Tan, G. W. H., Ooi, K. B., Leong, L. Y., & Lin, B. (2014). Predicting the drivers of behavioral intention to use mobile learning: A hybrid SEM-neural networks approach. Computers in Human Behavior, 36, 198–213.
Zurück zum Zitat Teo, T., Lee, C. B., & Chai, C. S. (2008). Understanding pre-service teachers' computer attitudes: Applying and extending the technology acceptance model. Journal of Computer Assisted Learning, 24(2), 128–143. Teo, T., Lee, C. B., & Chai, C. S. (2008). Understanding pre-service teachers' computer attitudes: Applying and extending the technology acceptance model. Journal of Computer Assisted Learning, 24(2), 128–143.
Zurück zum Zitat Utluk, F. A., & Gülmez, M. (2014). A research about mobile learning perspectives of university students who have accounting lessons. Procedia-Social and Behavioral Sciences, 116, 291–297. Utluk, F. A., & Gülmez, M. (2014). A research about mobile learning perspectives of university students who have accounting lessons. Procedia-Social and Behavioral Sciences, 116, 291–297.
Zurück zum Zitat Valero, C., Roura Redondo, M. and Sanchez Palacín, A. (2012). Tendencias actuales en el uso de dispositivos móviles en educación. La Educ@ción digital magazine, 147. Available at: Valero, C., Roura Redondo, M. and Sanchez Palacín, A. (2012). Tendencias actuales en el uso de dispositivos móviles en educación. La Educ@ción digital magazine, 147. Available at:
Zurück zum Zitat Viberg, O., & Grönlund, Å. (2013). Cross-cultural analysis of users' attitudes toward the use of mobile devices in second and foreign language learning in higher education: A case from Sweden and China. Computers & Education, 69, 169–180. Viberg, O., & Grönlund, Å. (2013). Cross-cultural analysis of users' attitudes toward the use of mobile devices in second and foreign language learning in higher education: A case from Sweden and China. Computers & Education, 69, 169–180.
Zurück zum Zitat Wu, W. H., Wu, Y. C. J., Chen, C. Y., Kao, H. Y., Lin, C. H., & Huang, S. H. (2012). Review of trends from mobile learning studies: A meta-analysis. Computers & Education, 59(2), 817–827. Wu, W. H., Wu, Y. C. J., Chen, C. Y., Kao, H. Y., Lin, C. H., & Huang, S. H. (2012). Review of trends from mobile learning studies: A meta-analysis. Computers & Education, 59(2), 817–827.
Metadaten
Titel
A new integrated model to explore factors that influence adoption of mobile learning in higher education: An empirical investigation
verfasst von
Faisal Aburub
Ibrahim Alnawas
Publikationsdatum
17.01.2019
Verlag
Springer US
Erschienen in
Education and Information Technologies / Ausgabe 3/2019
Print ISSN: 1360-2357
Elektronische ISSN: 1573-7608
DOI
https://doi.org/10.1007/s10639-019-09862-x

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