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Heterogeneous effects of different factors on global ICT adoption

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  • Yu, Tiffany Hui-Kuang

Abstract

Numerous studies focus on the analysis of the effects of different factors on global information and communication technology (ICT) adoption. Due to the limitations of the least squares method in showing the impact of the estimated coefficients on the mean, this study applies quantile regression to examine the heterogeneous effects of various factors on global ICT adoption. This study finds that the impacts on the tail quantiles can be very different from the impacts on the conditional means. The empirical results show that the effects at different quantile levels are very different from those at their counterpart conditional means. We also provide relevant explanations for the effects.

Suggested Citation

  • Yu, Tiffany Hui-Kuang, 2011. "Heterogeneous effects of different factors on global ICT adoption," Journal of Business Research, Elsevier, vol. 64(11), pages 1169-1173.
    • Handle: RePEc:eee:jbrese:v:64:y:2011:i:11:p:1169-1173
    DOI: 10.1016/j.jbusres.2011.06.017
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    References listed on IDEAS

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    Cited by:

    1. Tiffany Yu & Michael Willoughby, 2012. "Innovations in service business. An introduction to the special issue from the Global Entrepreneurship and Services Conference, Taiwan, 2011," Service Business, Springer;Pan-Pacific Business Association, vol. 6(4), pages 405-409, December.
    2. Yu, Tiffany Hui-Kuang & Wang, David Han-Min & Wu, Kuo-Lun, 2015. "Reexamining the red herring effect on healthcare expenditures," Journal of Business Research, Elsevier, vol. 68(4), pages 783-787.
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    6. Chen, Yi-Min & Yang, De-Hsin & Lin, Feng-Jyh, 2013. "Does technological diversification matter to firm performance? The moderating role of organizational slack," Journal of Business Research, Elsevier, vol. 66(10), pages 1970-1975.
    7. Huarng, Kun-Huang & Yu, Tiffany Hui-Kuang, 2015. "Forecasting ICT development through quantile confidence intervals," Journal of Business Research, Elsevier, vol. 68(11), pages 2295-2298.
    8. Huarng, Kun-Huang, 2015. "Configural theory for ICT development," Journal of Business Research, Elsevier, vol. 68(4), pages 748-756.
    9. Díaz-Chao, Ángel & Sainz-González, Jorge & Torrent-Sellens, Joan, 2016. "The competitiveness of small network-firm: A practical tool," Journal of Business Research, Elsevier, vol. 69(5), pages 1769-1774.
    10. Chih-Wen Wu & Kun-Huang Huarng & Surya Fiegantara & Pai-Chi Wu, 2012. "The impact of online customer satisfaction on the yahoo auction in Taiwan," Service Business, Springer;Pan-Pacific Business Association, vol. 6(4), pages 473-487, December.
    11. Paniagua, Jordi & Figueiredo, Erik & Sapena, Juan, 2015. "Quantile regression for the FDI gravity equation," Journal of Business Research, Elsevier, vol. 68(7), pages 1512-1518.
    12. Huarng, Kun-Huang & Yu, Tiffany Hui-Kuang, 2014. "A new quantile regression forecasting model," Journal of Business Research, Elsevier, vol. 67(5), pages 779-784.

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