References
- Abbad, M., & Jaber, F. (2014). Evaluating E-Learning Systems: An Empirical Investigation on Students' Perception in Higher Education Area. International Journal of Emerging Technologies in Learning (iJET), 9(4), 27-34. https://doi.org/10.3991/ijet.v9i4.3480
- Abu-Al-Aish, A., & Love, S. 2013. Factors influencing students' acceptance of M-Learning: An investigation in higher education. The International Review of Research in Open and Distributed Learning, 14(5), 82-107.
- Acharya, A., & Sinha, D. (2013). Assessing the quality of M-learning systems using ISO/IEC 25010. International Journal of Advanced Computer Research, 3(3), 67.
- Agarwal, R., & Prasad, J. (1998). A conceptual and operational definition of personal innovativeness in the domain of information technology. Information systems research, 9(2), 204-215. https://doi.org/10.1287/isre.9.2.204
- Aitnews. (2017). UAE and Saudi Arabia of the most commonly used of smartphones in the world. Arab Portal Technical News. Retrieved October 13, 2018, from http://www.aitnews.com/latest-it-news/technologyresearch-and-studies-news/119939.html.
- Al Gamdi, M. A., & Samarji, A. (2016). Perceived barriers towards e-Learning by faculty members at a recently established university in Saudi Arabia. International Journal of Information and Education Technology, 6(1), 23. https://doi.org/10.7763/IJIET.2016.V6.652
- Al-Adwan, A., Al-Adwan, A., & Smedley, J. (2013). Exploring students' acceptance of e-learning using technology acceptance model in Jordanian universities. International Journal of Education and Development using Information and Communication Technology, 9(2), 4.
- Alali, I. K. (2015). Investigating University Instructors' Experiences And Uses Of Mobile Technology In Teaching And Learning In Saudi Arabia.
- Alalmai, A. (2009). Activating the education policy in the Kingdom of Saudi Arabia to keep pace with contemporary global trends Retrieved January 10, 2020, from https://www.academia.edu/32414913/
- Alalwan, A. A., Baabdullah, A. M., Rana, N. P., Tamilmani, K., & Dwivedi, Y. K. (2018). Examining adoption of mobile internet in Saudi Arabia: Extending TAM with perceived enjoyment, innovativeness and trust. Technology in Society.
- Al-Asmari, A. M., & Rabb Khan, M. S. (2014). E-learning in Saudi Arabia: Past, present and future. Near and Middle Eastern Journal of Research in Education, 2.
- Al-bakr, F., Bruce, E. R., Davidson, P. M., Schlaffer, E., & Kropiunigg, U. (2017). Empowered but not equal: Challenging the traditional gender roles as seen by university students in Saudi Arabia. In FIRE: Forum for International Research in Education (Vol. 4, No. 1, p. 3).
- Al-Barhamtoshy, H. M. & Himdi, T. (2013). Designing and implementing M-learning model, 1-13.
- ALGARNI, A. (2014). Video Conferencing Technology for Distance Learning in Saudi Arabia: Current Problems, Feasible Solutions and Developing an Innovative Interactive Communication System based on Internet and wifi Technology for Communication Enhancement (Doctoral dissertation, Durham University).
- Alharbi, S., & Drew, S. (2014). Using the technology acceptance model in understanding academics' behavioural intention to use learning management systems. International Journal of Advanced Computer Science and Applications (IJACSA), 5(1).
- Ally, M. (Ed.). (2009). Mobile learning: Transforming the delivery of education and training. Edmonton: Athabasca University Press.
- Almaiah, M. A., Jalil, M. A., & Man, M. (2016). Extending the TAM to examine the effects of quality features on mobile learning acceptance. Journal of Computers in Education, 3(4), 453-485. https://doi.org/10.1007/s40692-016-0074-1
- Almatari, A. Y., Iahad, N. A., & Balaid, A. S. (2013). Factors influencing students' intention to use M-learning. Journal of Information Systems Research and Innovation (JISRII), 5.
- Al-Mushasha, A., & Farouq, N. (2008). A model for mobile learning service quality in university environment (Doctoral dissertation, Universiti Utara Malaysia).
- Al-Mushasha, N. F., & Nassuora, A. B. (2012). Factors determining e-learning service quality in Jordanian higher education environment. Journal of Applied Sciences (Faisalabad), 12(14), 1474-1480. https://doi.org/10.3923/jas.2012.1474.1480
- Alotaibi, M. (2013). E-Commerce Adoption in Saudi Arabia: an Assessment of International, Regional and Domestic Web Presence. I.J. Information Technology and Computer Science, 5(2), 42-56
- Alshehri, M. A. (2012). Using the UTAUT Model to Determine Factors Affecting Acceptance and Use of Egovernment Services in the Kingdom of Saudi Arabia.
- Arkorful, V., & Abaidoo, N. (2015). The role of e-learning, advantages and disadvantages of its adoption in higher education. International Journal of Instructional Technology and Distance Learning, 12(1), 29-42.
- Alwatan. (2010). The Ministry of Education: The document prohibiting mixing in education is still valid. Retrieved November 10, 2020, from https://www.alwatan.com.sa/article/43541
- Badwelan, A., & Bahaddad, A. A. (2017). Cultural Factors that Influence M-Learning for Female University Students: A Saudi Arabian Case Study. International Journal of Computer Applications, 166(5).
- Badwelan, A., Drew, S., & Bahaddad, A. A. (2016). Towards acceptance m-learning approach in higher education in Saudi Arabia. International Journal of Business and Management, 11(8), 12. https://doi.org/10.5539/ijbm.v11n8p12
- Bahaddad, A. A. (2017). The Role of Community Characteristics in determining Target Audiences in Arabic Gulf Countries interested in Online Purchasing through Commercial Smartphone Applications. International Journal of Computer Applications, 168(2).
- Bahaddad, A. A., Drew, S., Houghtoni, L., & Alfarraj, O. A. (2018). Factors attracting online consumers to choose eMalls for e-procurement in Saudi Arabia. Enterprise Information Systems, 12(7), 856-887. https://doi.org/10.1080/17517575.2015.1091952
- Badwelan, A., Bahaddad, A., (2021). Functional Requirements to Increase Acceptance of M-Learning Applications among University Students in the Kingdom of Saudi Arabia (KSA). IJCSNS International Journal of Computer Science and Network Security 21(2), 21-39.
- Balaji, R. D., Al-Mahri, F., & Malathi, R. (2016). A Perspective Study on Content Management in E-Learning and M-Learning. arXiv preprint arXiv:1605.02093.
- Barrette, C. M. (2015). Usefulness of technology adoption research in introducing an online workbook. System, 49, 133-144. https://doi.org/10.1016/j.system.2015.01.005
- Bhuasiri, W., Xaymoungkhoun, O., Zo, H., Rho, J. J., & Ciganek, A. P. (2012). Critical success factors for e-learning in developing countries: A comparative analysis between ICT experts and faculty. Computers & Education, 58(2), 843-855. https://doi.org/10.1016/j.compedu.2011.10.010
- Binyamin, S., Rutter, M., & Smith, S. (2017). The Students' Acceptance of Learning Management Systems in Saudi Arabia: A Case Study of King Abdulaziz University. Valencia, Spain, International Academy of Technology, Education and Development (IATED).
- Brown, R., Ryu, H., & Parsons, D. (2006). Mobile helper for university students: A design for a mobile learning environment. In Proceedings of the 18th Australia Conference on Computer-Human Interaction: Design: Activities, Artefacts, and Environments (pp. 297-300). ACM.
- Brubaker, A. T. (2006). Faculty perceptions of the impact of student laptop use in a wireless internet environment on the classroom learning environment and teaching. Unpublished MS thesis, School of Information and Library Science, University of North Carolina, Chapel Hill, NC.
- Calisir, F., Altin Gumussoy, C., Bayraktaroglu, A. E., & Karaali, D. (2014). Predicting the intention to use a web-based learning system: Perceived content quality, anxiety, perceived system quality, image, and the technology acceptance model. Human Factors and Ergonomics in Manufacturing & Service Industries, 24(5), 515-531. https://doi.org/10.1002/hfm.20548
- Carter, L., & Belanger, F. (2005). The utilization of e-government services: citizen trust, innovation and acceptance factors. Information systems journal, 15(1), 5-25. https://doi.org/10.1111/j.1365-2575.2005.00183.x
- Chanchary, F. H. and Islam, S. (2011). Mobile learning in Saudi Arabia: Prospects and challenges. In 5th International Conference on e-learning (pp. 1≠6).
- Chao, P. Y., & Chen, G. D. (2009). Augmenting paper-based learning with mobile phones. Interacting with Computers, 21(3), 173-185. https://doi.org/10.1016/j.intcom.2009.01.001
- Chen, H.-R., & Huang, H.-L. (2010). User acceptance of mobile knowledge management learning system: Design and analysis. Educational Technology & Society, 13(3), 70-77.
- Cheung, S. K., Yang, H., Fong, J., & Kwan, R. (Eds.). (2015). Hybrid Learning: Innovation in Educational Practices: 8th International Conference, ICHL 2015, Wuhan, China, July 27-29, 2015, Proceedings (Vol. 9167). Springer.
- Chin-ChehYi, P. W. L., Huang, C. F., & Hwang, I. H. (2010). Acceptance of mobile learning: a respecification and validation of information system success. International Journal of Human and Social Sciences, 5(7).
- Chong, J. L., Chong, A. Y. L., Ooi, K. B., & Lin, B. (2011). An empirical analysis of the adoption of m-learning in Malaysia. International Journal of Mobile Communications, 9(1), 1-18. https://doi.org/10.1504/IJMC.2011.037952
- CITC. (2017). Annual Report For 2017, Retrieved October 12, 2018, from http://www.citc.gov.sa/ar/mediacenter/annualreport/Documents/PR_REP_013A.pdf
- Davis, F. (1989) Perceived usefulness, ease of use, and user acceptance of information technology, MIS Quarterly, 13(3), 319-339 https://doi.org/10.2307/249008
- 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. https://doi.org/10.1287/mnsc.35.8.982
- DeLone, W. H., & McLean, E. R. (1992). Information systems success: The quest for the dependent variable. Information systems research, 3(1), 60-95. https://doi.org/10.1287/isre.3.1.60
- Delone, W. H., & McLean, E. R. (2003). The DeLone and McLean model of information systems success: a ten-year update. Journal of management information systems, 19(4), 9-30. https://doi.org/10.1080/07421222.2003.11045748
- Dhaheri, L. A., & Ezziane, Z. (2015). Mobile learning technologies for 21st-century educators: opportunities and challenges in the UAE. International Journal of Mobile Learning and Organisation, 9(3), 218-239. https://doi.org/10.1504/IJMLO.2015.074206
- Doroob, 2018. Develop your personal and career skills through online courses Retrieved October 12, 2018, from https://www.doroob.sa/ar/
- Duarte Filho, F., & Barbosa, E. F. (2013). A contribution to the quality evaluation of mobile learning environments. In Frontiers in Education Conference, 2013 IEEE (pp. 379-382). Washington, DC: IEEE.
- Elmorshidy, A. (2012). Mobile learning-a new success model. The Journal of Global Business Management, 8(02), 18-27.
- eMarketer. (2015). Smartphones, Tablets Spread Across the Middle East and Africa, Retrieved May 15, 2018, from http://www.emarketer.com/Article/Smartphones-TabletsSpread-Across-Middle-East-Africa/1012989
- FernaNdez-LoPez, A., RodriGuez-FoRtiz, M. J., RodriGuez-Almendros, M. L., & MartiNez-Segura, M. J. (2013). Mobile learning technology based on iOS devices to support students with special education needs. Computers & Education, 61, 77-90. https://doi.org/10.1016/j.compedu.2012.09.014
- Gable, G. G., Sedera, D., & Chan, T. (2008). Re-conceptualizing information system success: The IS-impact measurement model. Journal of the association for information systems, 9(7), 377. https://doi.org/10.17705/1jais.00164
- Gafni, R. (2009). Quality metrics for PDA-based M-learning information systems. Interdisciplinary Journal of E-Learning and Learning Objects, 5(1), 359-378.
- Garg, V. (2013). The emergence of mobile learning for higher education in Kingdom of Saudi Arabia. Retrieved August, 20 2018 from http://www.upsidelearning.com/blog/index.php/2013/01/15/emergence-of-mobilelearning-for-higher-education-in-kingdom-of-saudi-arabia/Documents/ PR_REP_009A.pdf
- Gikas, J., & Grant, M. M. (2013). Mobile computing devices in higher education: Student perspectives on learning with cellphones, smartphones & social media. The Internet and Higher Education, 19, 18-26. https://doi.org/10.1016/j.iheduc.2013.06.002
- Hair, J. F., Black, W., Babin, B., & Anderson, R. (2010). Multivariate data analysis: a global perspective (7th ed.). New Jersey: Pearson.
- Hall, B. (1997). Web-Based Training Cookbook: Everything You Need to Know for Online Training.
- Iqbal, S., & Qureshi, I. A. (2012). M-learning adoption: A perspective from a developing country. The International Review of Research in Open and Distance Learning, 3(3), 147-164. https://doi.org/10.19173/irrodl.v13i3.1152
- Jaber, O. A. (2016). An Examination of Variables Influencing the Acceptance and Usage of E-Learning Systems in Jinnoordanian Higher Education Institutions (Doctoral dissertation, Cardiff Metropolitan University).
- Jairak, K., Praneetpolgrang, P., & Mekhabunchakij, K. (2009). An acceptance of mobile learning for higher education students in Thailand. Proceedings for the 6th International Conference on E-Learning from Knowledge-Based Society, 17-18 December 2009, Thailand, 36.1-36-8.
- Jansen, M., Bollen, L., & Schafer, M. (2012). Integrating Social Networking Sites in Day-to-Day Learning Scenarios. In Proc. International Conference on Education & E-Learning Innovations (ICEELI 2012), Sousse, Tunisia.
- Jaradat, R. M. (2014). Students' attitudes and perceptions towards using M-learning for French language learning: A case study on Princess Nora University. International Journal of Learning Management Systems, 2(1), 33-44. https://doi.org/10.12785/ijlms/020103
- Kennedy, G., Dalgarno, B., Bennett, S., Judd, T., Gray, K., & Chang, R. (2008). Immigrants and natives: Investigating differences between staff and students' use of technology. Hello! Where are you in the landscape of educational technology? Proceedings ascilite Melbourne 2008, 484-492.
- 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. https://doi.org/10.1016/j.tele.2015.04.005
- 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. https://doi.org/10.1016/j.tele.2015.04.005
- Kukulska-Hulme, A., & Traxler, J. (Eds.). (2005). Mobile learning: A handbook for educators and trainers. London:Routledge.
- Liu, Y., Han, S., & Li, H. (2010). Understanding the factors driving m-learning adoption: a literature review. Campus-Wide Information Systems, 27(4), 210-226. https://doi.org/10.1108/10650741011073761
- Lowenthal, J. (2010). Using mobile learning: Determinates impacting behavioral intention. The American Journal of Distance Education, 24(4), 195-206. https://doi.org/10.1080/08923647.2010.519947
- Marinakou, E., & Giousmpasoglou, C. (2014). M-learning in the Middle East: The case of Bahrain. Assessing the Role of Mobile Technologies and Distance Learning in Higher Education, 176.
- Melhuish, K., & Falloon, G. (2010). Looking to the future: M-learning with the iPad.
- MOE. (2017). Privacy policies. Retrieved January 10, 2020, from http://www.qassimedu.gov.sa/edu/showthread.php?t=30382
- Morales, L. (2013). What is mLearning and how can it be used to support learning and teaching in Econometrics?. Higher Learning Research Communications, 3(1), 18. https://doi.org/10.18870/hlrc.v3i1.69
- Mosa, A. A. (2015). Pressures in Saudi Arabia. International Higher Education, (20).
- Motiwalla, L. F. (2007). Mobile learning: A framework and evaluation. Computers & Education, 49(3), 581-596. https://doi.org/10.1016/j.compedu.2005.10.011
- Nassuora, A. B. (2012). Students' acceptance of mobile learning for higher education in Saudi Arabia. American Academic & Scholarly Research Journal, 4(2), 1.
- NTP, 2017. National Transformation Program 2020. Retrieved October 12, 2018, from http://vision2030.gov.sa/sites/default/files/NTP_En.pdf
- Padilla-MeleNdez, 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. https://doi.org/10.1016/j.compedu.2012.12.014
- Pallant, J. (2011). SPSS survival manual. New York: McGraw-Hill International.
- Parsazadeh, N., Ali, R., & Rezaei, M. (2018). A framework for cooperative and interactive mobile learning to improve online information evaluation skills. Computers & Education, 120, 75-89. https://doi.org/10.1016/j.compedu.2018.01.010
- Parsons, D., & Ryu, H. (2006). A framework for assessing the quality of mobile learning. In Proceedings of the International Conference for Process Improvement, Research and Education (pp. 17-27).
- Peters, K. (2007). m-Learning: Positioning educators for a mobile, connected future. The International Review of Research in Open and Distributed Learning, 8(2).
- Sarrab, M., Alzahrani, A., Alwan, N. A., & Alfarraj, O. (2014). From traditional learning into mobile learning in education at the university level: undergraduate students perspective. International Journal of Mobile Learning and Organisation, 8(3-4), 167-186. https://doi.org/10.1504/IJMLO.2014.067014
- Sarrab, M., Hafedh, A. S., & Bader, A. M. (2015). System quality characteristics for selecting mobile learning applications. Turkish Online Journal of Distance Education, 16(4).
- Seddon, P., & Kiew, M. Y. (1996). A partial test and development of DeLone and McLean's model of IS success. Australasian Journal of Information Systems, 4(1).
- Seliaman, M. E., & Al-Turki, M. S. (2012). Mobile learning adoption in Saudi Arabia. World Academy of Science, Engineering and Technology, 69(9), 391-293.
- Shms, 2018. Enabling the knowledge society Retrieved October 12, 2018, from https://shms.sa/
- State. (2017). Population Characteristics surveys. Retrieved November 10, 2020, from https://www.stats.gov.sa/sites/default/files/population_characteristics_surveysar.pdf
- Traxler, J. (2009). Current state of mobile learning. Mobile learning: Transforming the delivery of education and training, 1, 9-24.
- Venkatesh, V., & Zhang, X. (2010). Unified theory of acceptance and use of technology: US vs. China. Journal of Global Information Technology Management, 13(1), 5-27. https://doi.org/10.1080/1097198X.2010.10856507
- Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27(3), 425-478. https://doi.org/10.2307/30036540
- Wang, H. I., & Yang, H. L. (2005). The role of personality traits in UTAUT model under online stocking. Contemporary Management Research, 1(1), 69-82. https://doi.org/10.7903/cmr.73
- Wang, Y. S., Wu, M. C., & Wang, H. Y. (2009). Investigating the determinants and age and gender differences in the acceptance of mobile learning. British Journal of Educational Technology, 40(1), 92-118. https://doi.org/10.1111/j.1467-8535.2007.00809.x
- Wong, W. T. (2015). The effects of e-learning system service quality and users' acceptance on organizational learning. International Journal of Business and Information, 6(2), 205-225.
- Wurtz, E. (2005). Intercultural communication on web sites: A cross-cultural analysis of web sites from high-context cultures and low-context cultures. Journal of Computer-Mediated Communication, 11(1), 274-299.
- Yusuf, N. (2013). The future of global education. International Journal of Business and Economic Development, 1(3), 75-82.