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Online education adoption in Spain 2008-2019. Drivers and impediments

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  • López, Rafael
  • Valarezo, Ángel
  • Pérez-Amaral, Teodosio

Abstract

Online learning and training are gaining momentum worldwide by reducing the temporal and spatial limitations associated with the traditional form of face-to-face education. Online education improves access to education and training, especially during the present Covid-19 pandemic. This article focuses on online education adoption in Spain. A large and representative panel database from the ICT in the household's survey by the National Institute of Statistics is used. The first objective is to provide an econometric model for the adoption of online education. Next is to measure the effects of relevant observable individual socioeconomic variables on adoption. A Heckman selection model using panel data for 2008-2019 allows estimating the impact of differences in gender, age, education, digital skills, habitat and income. The drivers and impediments have the expected signs and plausible sizes. The paper concludes with policy recommendations and suggestions for further research.

Suggested Citation

  • López, Rafael & Valarezo, Ángel & Pérez-Amaral, Teodosio, 2021. "Online education adoption in Spain 2008-2019. Drivers and impediments," 23rd ITS Biennial Conference, Online Conference / Gothenburg 2021. Digital societies and industrial transformations: Policies, markets, and technologies in a post-Covid world 238038, International Telecommunications Society (ITS).
    • Handle: RePEc:zbw:itsb21:238038
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    References listed on IDEAS

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    1. James J. Heckman, 1977. "Sample Selection Bias As a Specification Error (with an Application to the Estimation of Labor Supply Functions)," NBER Working Papers 0172, National Bureau of Economic Research, Inc.
    2. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    3. Jacqmin, Julien, 2019. "Providing MOOCs: A FUN way to enroll students?," Information Economics and Policy, Elsevier, vol. 48(C), pages 32-39.
    4. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    5. Jeffrey Rohlfs, 1974. "A Theory of Interdependent Demand for a Communications Service," Bell Journal of Economics, The RAND Corporation, vol. 5(1), pages 16-37, Spring.
    6. Maddala,G. S., 1986. "Limited-Dependent and Qualitative Variables in Econometrics," Cambridge Books, Cambridge University Press, number 9780521338257, October.
    7. Burckhard von Rabenau & Konrad Stahl, 1974. "Dynamic Aspects of Public Goods: A Further Analysis of the Telephone System," Bell Journal of Economics, The RAND Corporation, vol. 5(2), pages 651-669, Autumn.
    8. Thierry Volery & Deborah Lord, 2000. "Critical success factors in online education," Post-Print hal-02311851, HAL.
    9. Fernando Lera-Lopez & Margarita Billon & Maria Gil, 2011. "Determinants of Internet use in Spain," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(2), pages 127-152.
    10. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    11. Ottar Hellevik, 2009. "Linear versus logistic regression when the dependent variable is a dichotomy," Quality & Quantity: International Journal of Methodology, Springer, vol. 43(1), pages 59-74, January.
    12. Roland Artle & Christian Averous, 1973. "The Telephone System as a Public Good: Static and Dynamic Aspects," Bell Journal of Economics, The RAND Corporation, vol. 4(1), pages 89-100, Spring.
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