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Education Research International
Volume 2014, Article ID 672031, 10 pages
http://dx.doi.org/10.1155/2014/672031
Research Article

Check This Word Out! Exploring the Factors That Affect Students’ Vocabulary Learning Using Smartphones via Partial Least Squares

1School of Languages, Literacies and Translation, Universiti Sains Malaysia, 11800 Minden, Pulau Pinang, Malaysia
2Department of Business Management, Al-Balqa Applied University, Ma’an Campus, P.O. Box 110, Ma’an 71910, Jordan
3College of Business and Administration, Princess Nora Bint Abdul Rahman University, Station A6, King Khalid International Road, P.O. Box 84428, Riyadh 11671, Saudi Arabia
4Open University, Saudi Arabia

Received 2 April 2014; Accepted 19 August 2014; Published 3 September 2014

Academic Editor: Gérard Lassibille

Copyright © 2014 Mohammad Madallh Alhabahba et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. Y.-M. Huang, S.-H. Huang, and Y.-T. Lin, “A ubiquitous English vocabulary learning system: evidence of active/passive attitudes vs. usefulness/ease-of-use,” Computers and Education, vol. 58, no. 1, pp. 273–282, 2012. View at Publisher · View at Google Scholar · View at Scopus
  2. Y. Sun and Q. Dong, “An experiment on supporting children's English vocabulary learning in multimedia context,” Computer Assisted Language Learning, vol. 17, no. 2, pp. 131–147, 2004. View at Google Scholar
  3. Y.-M. Huang, Y.-T. Lin, and S.-C. Cheng, “Effectiveness of a mobile plant learning system in a science curriculum in Taiwanese elementary education,” Computers & Education, vol. 54, no. 1, pp. 47–58, 2010. View at Publisher · View at Google Scholar · View at Scopus
  4. L.-H. Wong and C.-K. Looi, “Mobile-assisted vocabulary learning in real-life setting for primary school students: Two case studies,” in Proceedings of the 6th IEEE International Conference on Wireless, Mobile and Ubiquitous Technologies in Education (WMUTE '10), pp. 88–95, IEEE, April 2010. View at Publisher · View at Google Scholar · View at Scopus
  5. C. Kim, M. Mirusmonov, and I. Lee, “An empirical examination of factors influencing the intention to use mobile payment,” Computers in Human Behavior, vol. 26, no. 3, pp. 310–322, 2010. View at Publisher · View at Google Scholar · View at Scopus
  6. J.-R. Chou and S.-W. Hsiao, “A usability study on human-computer interface for middle-aged learners,” Computers in Human Behavior, vol. 23, no. 4, pp. 2040–2063, 2007. View at Publisher · View at Google Scholar · View at Scopus
  7. H. H. Chang and I. C. Wang, “An investigation of user communication behavior in computer mediated environments,” Computers in Human Behavior, vol. 24, no. 5, pp. 2336–2356, 2008. View at Publisher · View at Google Scholar · View at Scopus
  8. P. S. Klein, O. Nir-Gal, and E. Darom, “Use of computers in kindergarten, with or without adult mediation; effects on children's cognitive performance and behavior,” Computers in Human Behavior, vol. 16, no. 6, pp. 591–608, 2000. View at Publisher · View at Google Scholar · View at Scopus
  9. L. Zhou, J. K. Burgoon, D. Zhang, and J. F. Nunamaker, “Language dominance in interpersonal deception in computer-mediated communication,” Computers in Human Behavior, vol. 20, no. 3, pp. 381–402, 2004. View at Publisher · View at Google Scholar · View at Scopus
  10. S.-S. Liaw, H.-M. Huang, and G.-D. Chen, “Surveying instructor and learner attitudes toward e-learning,” Computers and Education, vol. 49, no. 4, pp. 1066–1080, 2007. View at Publisher · View at Google Scholar · View at Scopus
  11. J. Rubagiza, E. Were, and R. Sutherland, “Introducing ICT into schools in Rwanda: educational challenges and opportunities,” International Journal of Educational Development, vol. 31, no. 1, pp. 37–43, 2011. View at Publisher · View at Google Scholar · View at Scopus
  12. G. Shaw and N. Marlow, “The role of student learning styles, gender, attitudes and perceptions on information and communication technology assisted learning,” Computers & Education, vol. 33, no. 4, pp. 223–234, 1999. View at Publisher · View at Google Scholar · View at Scopus
  13. R. Sutherland, V. Armstrong, S. Barnes et al., “Transforming teaching and learning: embedding ICT into everyday classroom practices,” Journal of Computer Assisted Learning, vol. 20, no. 6, pp. 413–425, 2004. View at Publisher · View at Google Scholar · View at Scopus
  14. C. S. Chai, T. Teo, and C. B. Lee, “Modelling the relationships among beliefs about learning, knowledge, and teaching of pre-service teachers in Singapore,” Asia-Pacific Education Researcher, vol. 19, no. 1, pp. 25–42, 2010. View at Google Scholar · View at Scopus
  15. J. Gil-Flores, J.-J. Torres-Gordillo, and V.-H. Perera-Rodríguez, “The role of online reader experience in explaining students' performance in digital reading,” Computers and Education, vol. 59, no. 2, pp. 653–660, 2012. View at Publisher · View at Google Scholar · View at Scopus
  16. J. Enrique Hinostroza, C. Labbé, M. Brun, and C. Matamala, “Teaching and learning activities in Chilean classrooms: is ICT making a difference?” Computers and Education, vol. 57, no. 1, pp. 1358–1367, 2011. View at Publisher · View at Google Scholar · View at Scopus
  17. M. Fishbein and I. Ajzen, Predicting and Changing Behavior, Taylor & Francis, 2010.
  18. I. Ajzen, “Perceived behavioral control, self-efficacy, locus of control, and the theory of planned behavior,” Journal of Applied Social Psychology, vol. 32, no. 4, pp. 665–683, 2002. View at Publisher · View at Google Scholar · View at Scopus
  19. S. H. Jin, “Visual design guidelines for improving learning from dynamic and interactive digital text,” Computers and Education, vol. 63, pp. 248–258, 2013. View at Publisher · View at Google Scholar · View at Scopus
  20. Y. Al-Saggaf, “The online public sphere in the arab world: the war in Iraq on the Al Arabiya website,” Journal of Computer-Mediated Communication, vol. 12, no. 1, pp. 311–334, 2006. View at Publisher · View at Google Scholar · View at Scopus
  21. A. Albirini, “Teachers' attitudes toward information and communication technologies: the case of Syrian EFL teachers,” Computers and Education, vol. 47, no. 4, pp. 373–398, 2006. View at Publisher · View at Google Scholar · View at Scopus
  22. J. Tondeur, H. van Keer, J. van Braak, and M. Valcke, “ICT integration in the classroom: challenging the potential of a school policy,” Computers and Education, vol. 51, no. 1, pp. 212–223, 2008. View at Publisher · View at Google Scholar · View at Scopus
  23. R. Bataineh and A. Baniabdelrahman, “Jordanian EFL students' perceptions of their computer literacy,” International Journal of Education and Development Using ICT, vol. 2, no. 2, pp. 35–50, 2006. View at Google Scholar
  24. J. C. Richards, The Context of Language Teaching, Cambridge University Press, Cambridge, UK, 1985.
  25. K. Facer, R. Joiner, D. Stanton, J. Reid, R. Hull, and D. Kirk, “Savannah: mobile gaming and learning?” Journal of Computer Assisted Learning, vol. 20, no. 6, pp. 399–409, 2004. View at Publisher · View at Google Scholar · View at Scopus
  26. M. M. Yunus, M. A. Lubis, and C. P. Lin, “Language learning via ICT: uses, challenges and issues,” WSEAS Transactions on Information Science and Applications, vol. 6, no. 9, pp. 1453–1467, 2009. View at Google Scholar · View at Scopus
  27. S. S.-C. Young, “Integrating ICT into second language education in a vocational high school,” Journal of Computer Assisted Learning, vol. 19, no. 4, pp. 447–461, 2003. View at Publisher · View at Google Scholar · View at Scopus
  28. H. Salehi and Z. Salehi, “Integration of ICT in language teaching: challenges and barriers,” in Proceedings of the 3rd International Conference on e-Education, e-Business, e-Management and e-Learning, IACSIT Press, Singapore, 2012.
  29. I. Ajzen, “Nature and operation of attitudes,” Annual Review of Psychology, vol. 52, no. 1, pp. 27–58, 2001. View at Publisher · View at Google Scholar · View at Scopus
  30. J. A. Kalmbach, “Just in time for the 21st century,” TechTrends, vol. 39, no. 6, pp. 29–32, 1994. View at Publisher · View at Google Scholar · View at Scopus
  31. M. Celce-Murcia, “Rethinking the role of communicative competence in language teaching,” in Intercultural Language Use and Language Learning, E. A. Soler and M. P. S. Jordà, Eds., pp. 41–57, Springer, Berlin, Germany, 2007. View at Google Scholar
  32. L. R. Naigles and L. Mayeux, “Television as incidental language teacher,” in Handbook of Children and the Media, D. Singer and J. Singer, Eds., pp. 135–152, Sage, London, UK, 2001. View at Google Scholar
  33. M. McCarthy, Vocabulary, Oxford University Press, 1990.
  34. S. Rott, “The effect of exposure frequency on intermediate language learners' incidental vocabulary acquisition and retention through reading,” Studies in Second Language Acquisition, vol. 21, no. 4, pp. 589–619, 1999. View at Google Scholar
  35. P. Thornton and C. Houser, “Using mobile phones in education,” in Proceedings of the 2nd IEEE International Workshop on Wireless and Mobile Technologies in Education (WMTE '04), pp. 3–10, IEEE, JungLi, Taiwan, March 2004. View at Publisher · View at Google Scholar · View at Scopus
  36. R. N. Madeira, V. F. Pires, O. P. Dias, and J. F. Martins, “Development of a mobile learning framework for an analog electronics course,” in Proceedings of the IEEE Education Engineering Conference (EDUCON '10), pp. 561–567, Madrid, Spain, April 2010. View at Publisher · View at Google Scholar · View at Scopus
  37. P. Thornton and C. Houser, “Using mobile phones in English education in Japan,” Journal of Computer Assisted Learning, vol. 21, no. 3, pp. 217–228, 2005. View at Publisher · View at Google Scholar · View at Scopus
  38. M. Y. Fan, “Frequency of use, perceived usefulness, and actual usefulness of second language vocabulary strategies: a study of Hong Kong learners,” The Modern Language Journal, vol. 87, no. 2, pp. 222–241, 2003. View at Google Scholar
  39. A. Kukulska-Hulme and L. Shield, “An overview of mobile assisted language learning: can mobile devices support collaborative practice in speaking and listening,” EuroCALL, 15: p. 2008, 2007.
  40. L.-H. Wong and C.-K. Looi, “Vocabulary learning by mobile-assisted authentic content creation and social meaning-making: two case studies,” Journal of Computer Assisted Learning, vol. 26, no. 5, pp. 421–433, 2010. View at Publisher · View at Google Scholar · View at Scopus
  41. O. Mich, E. Pianta, and N. Mana, “Interactive stories and exercises with dynamic feedback for improving reading comprehension skills in deaf children,” Computers & Education, vol. 65, pp. 34–44, 2013. View at Publisher · View at Google Scholar · View at Scopus
  42. S. Knight, “Dictionary use while reading: the effects on comprehension and vocabulary acquisition for students of different verbal abilities,” The Modern Language Journal, vol. 78, no. 3, pp. 285–299, 1994. View at Google Scholar
  43. T. Cobb, The Comparison of Korean Students' Vocabulary Learning Strategies, McGill University, Montreal, Canada, 2004.
  44. G. Stockwell, “Vocabulary on the move: Investigating an intelligent mobile phone-based vocabulary tutor,” Computer Assisted Language Learning, vol. 20, no. 4, pp. 365–383, 2007. View at Publisher · View at Google Scholar · View at Scopus
  45. D. Mcconatha, M. Praul, and M. J. Lynch, “Mobile learning in higher education: an empirical assessment of a new educational tool,” Turkish Online Journal of Educational Technology, vol. 7, no. 3, pp. 1–8, 2008. View at Google Scholar · View at Scopus
  46. F. D. Davis, “Perceived usefulness, perceived ease of use, and user acceptance of information technology,” MIS Quarterly, vol. 13, no. 3, pp. 319–339, 1989. View at Publisher · View at Google Scholar · View at Scopus
  47. F. D. Davis, R. P. Bagozzi, and P. R. Warshaw, “User acceptance of computer technology: a comparison of two theoretical models,” Management science, vol. 35, no. 8, pp. 982–1003, 1989. View at Google Scholar
  48. H. M. Selim, “Critical success factors for e-learning acceptance: confirmatory factor models,” Computers & Education, vol. 49, no. 2, pp. 396–413, 2007. View at Publisher · View at Google Scholar · View at Scopus
  49. H.-P. Shih, “Using a cognition-motivation-control view to assess the adoption intention for Web-based learning,” Computers & Education, vol. 50, no. 1, pp. 327–337, 2008. View at Publisher · View at Google Scholar · View at Scopus
  50. V. Venkatesh and S. A. Brown, “A longitudinal investigation of personal computers in homes: adoption determinants and emerging challenges,” MIS Quarterly, vol. 25, no. 1, pp. 71–102, 2001. View at Publisher · View at Google Scholar · View at Scopus
  51. B. Sumak, G. Polancic, and M. Hericko, “An empirical study of virtual learning environment adoption using UTAUT,” in Proceedings of the 2nd International Conference on Mobile, Hybrid, and On-Line Learning (ELML '10), pp. 17–22, February 2010. View at Publisher · View at Google Scholar · View at Scopus
  52. C. Lai, Q. Wang, and J. Lei, “What factors predict undergraduate students' use of technology for learning? A case from Hong Kong,” Computers and Education, vol. 59, no. 2, pp. 569–579, 2012. View at Publisher · View at Google Scholar · View at Scopus
  53. W. Clark, K. Logan, R. Luckin, A. Mee, and M. Oliver, “Beyond web 2.0: mapping the technology landscapes of young learners,” Journal of Computer Assisted Learning, vol. 25, no. 1, pp. 56–69, 2009. View at Publisher · View at Google Scholar · View at Scopus
  54. H. M. Selim, “An empirical investigation of student acceptance of course websites,” Computers and Education, vol. 40, no. 4, pp. 343–360, 2003. View at Publisher · View at Google Scholar · View at Scopus
  55. C. M. Ringle, S. Wende, and A. Will, “SmartPLS 2.0 (M3) Beta,” 2005, http://www.smartpls.de/.
  56. A. Bryman, Social Research Methods, Oxford University Press, 2012.
  57. D. Muijs, Doing Quantitative Research in Education with SPSS, SAGE Publications Limited, New York, NY, USA, 2010.
  58. J. W. Creswell, Research Design: Qualitative, Quantitative, and Mixed Methods Approaches, Sage, Beverley Hills, Calif, USA, 2nd edition, 2003.
  59. M. G. McMullen, “Using language learning strategies to improve the writing skills of Saudi EFL students: will it really work?” System, vol. 37, no. 3, pp. 418–433, 2009. View at Publisher · View at Google Scholar · View at Scopus
  60. The United Nations Conference on Trade and Development (UNCTAD), 2011, http://unctad.org/en/Pages/Publications.aspx.
  61. M. H. Chen, P. J. Gualberto, and C. L. Tameta, “The development of metacognitive reading awareness inventory,” TESOL Journal, vol. 1, pp. 43–57, 2009. View at Google Scholar
  62. B. V. Yamkovenko, E. Holton III, and R. A. Bates, “The Learning Transfer System Inventory (LTSI) in Ukraine: the cross-cultural validation of the instrument,” Journal of European Industrial Training, vol. 31, no. 5, pp. 377–401, 2007. View at Publisher · View at Google Scholar · View at Scopus
  63. K. Joreskog and H. Wold, “The ML and PLS techniques for modeling with latent variables,” in Systems Under Indirect Observation, K. Joreskog and H. Wold, Eds., pp. 263–270, North-Holland, New York, NY, USA, 1982. View at Google Scholar
  64. W. W. Chin, P. R. Newsted, and R. H. Hoyle, “Structural equation modeling analysis with small samples using partial least squares,” in Statistical Strategies for Small Sample Research, R. H. Hoyle, Ed., Sage, Thousand Oaks, Calif, USA, 1999. View at Google Scholar
  65. J. L. Roldán and A. Leal, “A validation test of an adaptation of the DeLone and McLean’s model in the Spanish EIS field,” in Critical Reflections on Information Systems: A Systemic Approach, J. J. Cano, Ed., pp. 66–84, IGI Publishing, Hershey, Pa, USA, 2003. View at Google Scholar
  66. W. W. Chin, “The partial least squares approach for structural equation modeling,” in Modern Methods for Business Research, G. A. Marcoulides, Ed., pp. 295–358, Lawrence Erlbaum, Mahwah, NJ, USA, 1998. View at Google Scholar
  67. J. Nunnally, Psychometric Methods, McGraw-Hill, New York, NY, USA, 1978.
  68. C. Fornell and D. F. Larcker, “Evaluating structural equation models with unobservable variables and measurement error,” Journal of Marketing Research, vol. 18, no. 1, pp. 39–50, 1981. View at Google Scholar
  69. J. Cohen, Statistical Power Analysis for the Behavioral Sciences, Lawrence Erlbaum, Hillsdale, Mich, USA, 1988.
  70. R. G. Saadé, F. Nebebe, and W. Tan, “Viability of the “technology acceptance model” in multimedia learning environments: a comparative study,” Interdisciplinary Journal of Knowledge and Learning Objects, vol. 3, no. 2, pp. 175–184, 2007. View at Google Scholar
  71. M. Masrom, “Technology acceptance model and E-learning,” in Proceedings of the 12th International Conference on Education, Universiti Brunei Darussalam, Darussalam, Brunei, May 2007.
  72. A. Uberman, “The use of games for vocabulary presentation and revision,” English Teaching Forum, vol. 36, no. 1, pp. 20–27, 1998. View at Google Scholar
  73. J. Underwood, R. Luckin, and N. Winters, “Managing resource ecologies for mobile, personal and collaborative self-directed language learning,” Procedia-Social and Behavioral Sciences, vol. 34, pp. 226–229, 2012. View at Google Scholar