IDEAS home Printed from https://ideas.repec.org/a/eee/jbrese/v64y2011i11p1169-1173.html
   My bibliography  Save this article

Heterogeneous effects of different factors on global ICT adoption

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0148296311002049
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jbusres.2011.06.017?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Hyunjoung Lee & Sohyoun Shin & Sanguk Kim, 2010. "Surrogate Internet Shopping Malls: The Effects of Consumers' Perceived Risk and Product Evaluations on Country-of-Buying-Origin Image," Journal of Global Scholars of Marketing Science, Taylor & Francis Journals, vol. 20(2), pages 208-218, March.
    2. Vicente, Maria Rosalia & Lopez, Ana Jesus, 2006. "Patterns of ICT diffusion across the European Union," Economics Letters, Elsevier, vol. 93(1), pages 45-51, October.
    3. Nasco, Suzanne Altobello & Toledo, Elizabeth Grandón & Mykytyn Jr., Peter P., 2008. "Predicting electronic commerce adoption in Chilean SMEs," Journal of Business Research, Elsevier, vol. 61(6), pages 697-705, June.
    4. Huarng, Kun-Huang, 2010. "Essential research in technology management," Journal of Business Research, Elsevier, vol. 63(5), pages 451-453, May.
    5. Roger Koenker, 2000. "Inference on the Quantile Regression Process," Econometric Society World Congress 2000 Contributed Papers 0886, Econometric Society.
    6. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    7. Wong, Poh-Kam, 2002. "ICT production and diffusion in Asia Digital dividends or digital divide?," Information Economics and Policy, Elsevier, vol. 14(2), pages 167-187, June.
    8. Corrocher, Nicoletta & Fontana, Roberto, 2008. "Objectives, obstacles and drivers of ICT adoption: What do IT managers perceive?," Information Economics and Policy, Elsevier, vol. 20(3), pages 229-242, September.
    9. Wu, Feng-Shang & Chu, Wen-Lin, 2010. "Diffusion models of mobile telephony," Journal of Business Research, Elsevier, vol. 63(5), pages 497-501, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    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.
    3. Shi-Woei Lin & Yu-Cheng Liu, 2012. "The effects of motivations, trust, and privacy concern in social networking," Service Business, Springer;Pan-Pacific Business Association, vol. 6(4), pages 411-424, December.
    4. Seo, Joo Hwan & Perry, Vanessa G. & Tomczyk, David & Solomon, George T., 2014. "Who benefits most? The effects of managerial assistance on high- versus low-performing small businesses," Journal of Business Research, Elsevier, vol. 67(1), pages 2845-2852.
    5. Wang, David Han-Min & Chen, Pei-Hua & Yu, Tiffany Hui-Kuang & Hsiao, Chih-Yi, 2015. "The effects of corporate social responsibility on brand equity and firm performance," Journal of Business Research, Elsevier, vol. 68(11), pages 2232-2236.
    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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Huarng, Kun-Huang, 2011. "A comparative study to classify ICT developments by economies," Journal of Business Research, Elsevier, vol. 64(11), pages 1174-1177.
    3. Smith, Patricia K. & Bogin, Barry & Varela-Silva, Maria Ines & Loucky, James, 2003. "Economic and anthropological assessments of the health of children in Maya immigrant families in the US," Economics & Human Biology, Elsevier, vol. 1(2), pages 145-160, June.
    4. Sergei Sidorov & Alexey Faizliev & Vladimir Balash & Olga Balash & Maria Krylova & Aleksandr Fomenko, 2021. "Extended innovation diffusion models and their empirical performance on real propagation data," Journal of Marketing Analytics, Palgrave Macmillan, vol. 9(2), pages 99-110, June.
    5. Andrej Cupák & Ján Pokrivčák & Marian Rizov, 2016. "Diverzifikácia spotreby potravín na Slovensku [Diversity of Food Consumption in Slovakia]," Politická ekonomie, Prague University of Economics and Business, vol. 2016(5), pages 608-626.
    6. Marian Rizov & Andrej Cupak & Jan Pokrivcak, 2015. "Food security and household consumption patterns in Slovakia," LICOS Discussion Papers 36015, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
    7. Rohman, Ibrahim Kholilul & Bohlin, Erik, 2014. "Decomposition analysis of the telecommunications sector in Indonesia: What does the cellular era shed light on?," Telecommunications Policy, Elsevier, vol. 38(3), pages 248-263.
    8. Hubner, Stefan, 2016. "Topics in nonparametric identification and estimation," Other publications TiSEM 08fce56b-3193-46e0-871b-0, Tilburg University, School of Economics and Management.
    9. Monsueto, Sandro Eduardo & Cunha, André Moreira & Da Silva Bichara, Julimar, 2014. "Movilidad ocupacional y diferencial de ingresos: la experiencia del Brasil entre 2002 y 2010," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), August.
    10. Pokrivcak, Jan & Cupak, Andrej & Rizov, Marian, 2015. "Household food security and consumption patterns in Central and Eastern Europe: the Case of Slovakia," 2015 Fourth Congress, June 11-12, 2015, Ancona, Italy 207287, Italian Association of Agricultural and Applied Economics (AIEAA).
    11. Neokosmidis, Ioannis & Avaritsiotis, Nikolaos & Ventoura, Zoe & Varoutas, Dimitris, 2015. "Assessment of the gap and (non-)Internet users evolution based on population biology dynamics," Telecommunications Policy, Elsevier, vol. 39(1), pages 14-37.
    12. Kostov, Philip & Patton, Myles & Moss, Joan E. & McErlean, Seamus, 2005. "Does Gibrat's Law Hold Amongst Dairy Farmers in Northern Ireland?," 2005 International Congress, August 23-27, 2005, Copenhagen, Denmark 24775, European Association of Agricultural Economists.
    13. Akosah, Nana Kwame & Alagidede, Imhotep Paul & Schaling, Eric, 2020. "Testing for asymmetry in monetary policy rule for small-open developing economies: Multiscale Bayesian quantile evidence from Ghana," The Journal of Economic Asymmetries, Elsevier, vol. 22(C).
    14. Fındık, Derya & Tansel, Aysit, 2013. "Resources on the stage: a firm level analysis of the ict adoption in Turkey," MPRA Paper 65956, University Library of Munich, Germany, revised 05 Aug 2014.
    15. Molyneux, Philip & Pancotto, Livia & Reghezza, Alessio & Rodriguez d'Acri, Costanza, 2022. "Interest rate risk and monetary policy normalisation in the euro area," Journal of International Money and Finance, Elsevier, vol. 124(C).
    16. Paul Hewson & Keming Yu, 2008. "Quantile regression for binary performance indicators," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 24(5), pages 401-418, September.
    17. Georgios Bertsatos & Plutarchos Sakellaris & Mike G. Tsionas, 2022. "Extensions of the Pesaran, Shin and Smith (2001) bounds testing procedure," Empirical Economics, Springer, vol. 62(2), pages 605-634, February.
    18. Salimata Sissoko, 2011. "Working Paper 03-11 - Niveau de décentralisation de la négociation et structure des salaires," Working Papers 1103, Federal Planning Bureau, Belgium.
    19. Korom, Philipp, 2016. "Inherited advantage: The importance of inheritance for private wealth accumulation in Europe," MPIfG Discussion Paper 16/11, Max Planck Institute for the Study of Societies.
    20. Daniele, Vittorio, 2007. "Criminalità e investimenti esteri. Un’analisi per le province italiane [The effect of organized crime on Foreign Investments. An Empirical Analysis for the Italian Provinces]," MPRA Paper 6417, University Library of Munich, Germany.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jbrese:v:64:y:2011:i:11:p:1169-1173. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jbusres .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.