A Reflection on E-learning Effectiveness in Tunisia

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Digital Economy. Emerging Technologies and Business Innovation (ICDEc 2019)

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Abstract

This research work aims to identify the determinants of E-learning Effectiveness. This effectiveness is measured through three individual variables: motivation, Individual Effectiveness, and anxiety about technology. The main objective is to enable the various parties involved to better understand the factors influencing E-learning Effectiveness.

The empirical validation of the model was carried out on a sample of 350 learners enrolled in two Tunisian institutions. Empirical validation is provided by factorial analyses and structural equation methods. Based on these analyses, we were able to partially validate the motivation effect, and the computer anxiety on learners’ reactions. Furthermore, we were able to verify the important effect of motivation on learning process.

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References

  • Ainley, M., Hidi, S., Berndorff, D.: Interest, learning, and the psychological processes that mediate their relationship. J. Educ. Psychol. 94, 545–561 (2002)

    Article  Google Scholar 

  • Alvarez, K., Salas, E., Garofan, C.M.: An integrated model of training evaluation and effectiveness. Hum. Resour. Dev. Rev. 3(4), 385–416 (2004)

    Article  Google Scholar 

  • Audet, L.: Regards sur l’évolution de la formation Ă  distance au Canada francophone. Distances et savoirs 9(3), 313–330 (2012)

    Article  Google Scholar 

  • Baldwin, T.T., Ford, J.K.: Transfer of training: a review and directions for future research. Pers. Psychol. 41(1), 63–105 (1988)

    Article  Google Scholar 

  • Bandura, A.: Personal and collaborative efficacy in human adaptation and change. Adv. Psychol. Sci. 1, 52–71 (1998)

    Google Scholar 

  • Ben Zammel, I., Chichti, F., Gharbi, J.E.: Comment favoriser le transfert d’apprentissage dans l’organisation par le biais de l’utilisation du e-learning? RĂ©flexion Ă  partir du contexte tunisien. @GRH 3(20), 81–101 (2016)

    Google Scholar 

  • Ben Romdhane, E.: La question de l’acceptation des outils de e-learning par les apprenants: quels dimensions et dĂ©terminants en milieu universitaire tunisien? Revue internationale des technologies en pĂ©dagogie universitaire 10(1), 45–57 (2013)

    Article  Google Scholar 

  • Bronfman, S.V.: Facteurs de succès dans la mise en place d’un projet e-learning: une recherche action. In: ConfĂ©rence de L’AIM, Grenoble (2003)

    Google Scholar 

  • Brosman, M.J.: The impact of computer anxiety and self-efficacy upon performance. J. Comput. Assist. Learn. 14, 223–234 (1998)

    Article  Google Scholar 

  • Chang, S.E.: Computer anxiety and perception of task complexity in learning programming – related skills. Comput. Hum. Behav. 21, 713–728 (2005)

    Article  Google Scholar 

  • Chau, H.W., Wang, T.B.: The influence of learning style and training method on self-efficacy and learning performance in WWW homepage design training. Int. J. Inf. Manage. 20, 455–472 (2000)

    Article  Google Scholar 

  • Chou, H.W.: Effects of training method and computer anxiety on learning performance and self efficacy. Comput. Hum. Behav. 17, 51–69 (2001)

    Article  Google Scholar 

  • Colquitt, J.A., Lepine, J.A.: Toward an Integrative theory of training motivation: a meta – analytic path analysis of 20 years of research. J. Appl. Psychol. 85(5), 678–707 (2000)

    Article  Google Scholar 

  • Compeau, D.R., Higgins, Ch.A.: Computer self-efficacy: development of a measure and initial test. MIS Q. 189–211 (1995)

    Article  Google Scholar 

  • Cottier, P., Laneelle, X.: Enseignement et formation en rĂ©gime numĂ©rique: nouveaux rythmes, nouvelles temporalitĂ©s? Distances et mĂ©diations des savoirs 16, 1–26 (2016)

    Google Scholar 

  • Cybinski, P., Selvanathan, S.: Learning experience and learning effectiveness in undergraduate statistics: modelling performance in traditional and flexible learning environments. Decis. Sci. J. Innov. Educ. 3(2), 251–271 (2005)

    Article  Google Scholar 

  • Evrard, Y., Pras, B., Roux, E.: Market - Ă©tudes et recherches en marketing, Paris, 3ème Ă©ditions Dunod (2003)

    Google Scholar 

  • Facteau, J.D., Dobbins, G.H., Russell, J.E.A., Ladd, R.T., Kudisch, J.D.: The influence of general perceptions of the training environment on pre-training motivation and perceived training transfer. J. Manag. 21, 1–25 (1995)

    Google Scholar 

  • Fenouillet, F., Dero, M.: Le e-learning est il efficace? Une analyse de la literature anglo-saxonnes. Savoirs 12, 87–100 (2006)

    Article  Google Scholar 

  • Guillemet, P.: Les Ă©tudiants prĂ©fèrent Facebook. Distance et mĂ©diations des savoirs 6 (2014). https://doi.org/10.4000/dms.762

  • Homan, G., Macpherson, A.: E-learning in the corporate university. J. Eur. Ind. Training 29(1), 75–90 (2005)

    Article  Google Scholar 

  • Houze, E., Meissonier, R.: Performance du e-learning: de l’amĂ©lioration des rĂ©sultats de l’apprenant Ă  la prise en compte des enjeux institutionnels. Systèmes d’Information et Management 10(4), 1–26 (2005)

    Google Scholar 

  • Imamoglu, Z.S.: An empirical analysis concerning the user acceptance of e-learning. J. Am. Acad. Bus. Cambrige 11(1), 132–137 (2007)

    MathSciNet  Google Scholar 

  • Lee, J.-K., Lee, W.-K.: The relationship of e-learner’s self-regulatory efficacy and perception of e-Learning environmental quality. Comput. Hum. Behav. 24, 32–47 (2008)

    Article  Google Scholar 

  • Lim, H., Lee, S.G., Nam, K.: Validating e-learning affecting training effectiveness. Int. J. Inf. Manage. 27, 22–35 (2007a)

    Article  Google Scholar 

  • Lim, J., Kim, M., Chen, S.S., Ryder, C.E.: An empirical investigation of student achievement and satisfaction in different learning environments. J. Instr. Psychol. 35(2), 113–119 (2007b)

    Google Scholar 

  • Meyer, J.P., Becker, T.E.: Employee commitment and motivation: a conceptual analysis and integrative model. J. Appl. Psychol. 89(6), 991–1007 (2004)

    Article  Google Scholar 

  • Multon, K.D., Brown, S.D., Lent, R.W.: Relation of self-efficacy beliefs to academic outcomes: a meta-analytic investigation. J. Couns. Psychol. 18, 30–38 (1991)

    Article  Google Scholar 

  • Noe, R.A.: Trainees’ attributes and attitudes: neglected influences on training effectiveness. Acad. Manag. Rev. 11(4), 736–749 (1986)

    Article  Google Scholar 

  • Noe, R.A., Schmitt, N.: The influence of trainee attitudes on training effectiveness: that of a model. Pers. Psychol. 39, 497–523 (1986)

    Article  Google Scholar 

  • Noe, R.A., Wilk, S.L.: Investigation of the factors that influence employees’ participation in development activities. J. Appl. Psychol. 78(2), 291–302 (1993)

    Article  Google Scholar 

  • Ozer, E.M., Bandura, A.: Mechanisms governing empowerment effects: a self-efficacy analysis. J. Pers. Soc. Psychol. 58, 472–486 (1990)

    Article  Google Scholar 

  • Sitzmann, T., Brown, K.G., Caper, W.J., Ely, K., Zimmerma, R.D.: A review and meta – analysis of nomological network of trainee reactions. J. Appl. Psychol. 93(2), 280–295 (2008)

    Article  Google Scholar 

  • Tai, W.T.: Effects of training framing, general self-efficacy and training motivation on trainees’ training effectiveness. Pers. Rev. 35(1), 51–65 (2006)

    Article  MathSciNet  Google Scholar 

  • Tastlew, J., White, B.A., Shackleton, P.: E-learning in higher education: the challenge, effort, and return on investment. Int. J. E-Learning 4(2), 241–251 (2005)

    Google Scholar 

  • Wang, Y., Wang, H., Shee, D.Y.: Measuring e-learning systems success in an organizational context: scale development and validation. Comput. Hum. Behav. 23, 1792–1808 (2007)

    Article  Google Scholar 

  • Warr, P., Bunce, D.: Trainee characteristics and the outcomes of open learning. Pers. Psychol. 48(2), 347–375 (1995)

    Article  Google Scholar 

  • Wood, R., Bandura, A.: Social cognitive theory of organizational management. Acad. Manag. Rev. 14(3), 361–384 (1989)

    Article  Google Scholar 

  • Zimmerman, J.B.: Self-efficacy: an essential motive to learn. Contemp. Educ. Psychol. 25, 82–91 (2000)

    Article  Google Scholar 

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Correspondence to Rabeb Mbarek .

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Mbarek, R. (2019). A Reflection on E-learning Effectiveness in Tunisia. In: Jallouli, R., Bach Tobji, M., BĂ©lisle, D., Mellouli, S., Abdallah, F., Osman, I. (eds) Digital Economy. Emerging Technologies and Business Innovation. ICDEc 2019. Lecture Notes in Business Information Processing, vol 358. Springer, Cham. https://doi.org/10.1007/978-3-030-30874-2_17

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  • DOI: https://doi.org/10.1007/978-3-030-30874-2_17

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  • Print ISBN: 978-3-030-30873-5

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