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A Comparative Study of Distributed Learning Environments on Learning Outcomes

Author

Listed:
  • Maryam Alavi

    (Goizueta Business School, Emory University, Atlanta, Georgia 30322)

  • George M. Marakas

    (Kelley School of Business, Indiana University, Bloomington, Indiana 47405)

  • Youngjin Yoo

    (Weatherhead School of Management, Case Western Reserve University, Cleveland, Ohio 44106)

Abstract

Advances in information and communication technologies have fueled rapid growth in the popularity of technology-supported distributed learning (DL). Many educational institutions, both academic and corporate, have undertaken initiatives that leverage the myriad of available DL technologies. Despite their rapid growth in popularity, however, alternative technologies for DL are seldom systematically evaluated for learning efficacy. Considering the increasing range of information and communication technologies available for the development of DL environments, we believe it is paramount for studies to compare the relative learning outcomes of various technologies.In this research, we employed a quasi-experimental field study approach to investigate the relative learning effectiveness of two collaborative DL environments in the context of an executive development program. We also adopted a framework of hierarchical characteristics of group support system (GSS) technologies, outlined by DeSanctis and Gallupe (1987), as the basis for characterizing the two DL environments.One DL environment employed a simple e-mail and listserv capability while the other used a sophisticated GSS (herein referred to as Beta system). Interestingly, the learning outcome of the e-mail environment was higher than the learning outcome of the more sophisticated GSS environment. The post-hoc analysis of the electronic messages indicated that the students in groups using the e-mail system exchanged a higher percentage of messages related to the learning task. The Beta system users exchanged a higher level of technology sense-making messages. No significant difference was observed in the students' satisfaction with the learning process under the two DL environments.

Suggested Citation

  • Maryam Alavi & George M. Marakas & Youngjin Yoo, 2002. "A Comparative Study of Distributed Learning Environments on Learning Outcomes," Information Systems Research, INFORMS, vol. 13(4), pages 404-415, December.
  • Handle: RePEc:inm:orisre:v:13:y:2002:i:4:p:404-415
    DOI: 10.1287/isre.13.4.404.72
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    References listed on IDEAS

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    1. Kai H. Lim & Lawrence M. Ward & Izak Benbasat, 1997. "An Empirical Study of Computer System Learning: Comparison of Co-Discovery and Self-Discovery Methods," Information Systems Research, INFORMS, vol. 8(3), pages 254-272, September.
    2. Peter Todd & Izak Benbasat, 1991. "An Experimental Investigation of the Impact of Computer Based Decision Aids on Decision Making Strategies," Information Systems Research, INFORMS, vol. 2(2), pages 87-115, June.
    3. Maryam Alavi & Dorothy E. Leidner, 2001. "Research Commentary: Technology-Mediated Learning—A Call for Greater Depth and Breadth of Research," Information Systems Research, INFORMS, vol. 12(1), pages 1-10, March.
    4. Gerardine DeSanctis & R. Brent Gallupe, 1987. "A Foundation for the Study of Group Decision Support Systems," Management Science, INFORMS, vol. 33(5), pages 589-609, May.
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    5. Der-Chiang Li & Ching-Yeh Tsai, 2020. "An Empirical Study on the Learning Outcomes of E-Learning Measures in Taiwanese Small and Medium-Sized Enterprises (SMEs) Based on the Perspective of Goal Orientation Theory," Sustainability, MDPI, vol. 12(12), pages 1-23, June.
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    7. Oluwatoyin Motunrayo ATOYEBI & Samuel Babajide ATOYEBI, 2022. "Do Technology-based Approaches Reduce Mathematics Anxiety? A Systematic Literature Review," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 6(10), pages 502-509, October.
    8. Sohee Kim & Sunghee Cho & Joo Yeun Kim & Dae-Jin Kim, 2023. "Statistical Assessment on Student Engagement in Asynchronous Online Learning Using the k -Means Clustering Algorithm," Sustainability, MDPI, vol. 15(3), pages 1-14, January.
    9. Ching-Yeh Tsai & Der-Chiang Li, 2024. "Enterprise Implementation of Educational Technology: Exploring Employee Learning Behavior in E-Learning Environments," Sustainability, MDPI, vol. 16(4), pages 1-21, February.
    10. Kwok-Kee Wei & Hock-Hai Teo & Hock Chuan Chan & Bernard C. Y. Tan, 2011. "Conceptualizing and Testing a Social Cognitive Model of the Digital Divide," Information Systems Research, INFORMS, vol. 22(1), pages 170-187, March.

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