IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v110y2016icp71-77.html
   My bibliography  Save this article

Determinants of ICT innovations: A cross-country empirical study

Author

Listed:
  • Lee, Sangwon
  • Nam, Yoonjae
  • Lee, Seonmi
  • Son, Hyunjung

Abstract

This study investigated key drivers of technological innovation in the ICT industry, attempting to evaluate whether the broadband network infrastructure, diversity of R&D funding, R&D performance, number of researchers, education, openness to international trade, and socio-economic factors have influenced ICT innovations in 40 countries from 1999 through 2013. Through fixed effect regression models of ICT innovation, the study found that high levels of broadband infrastructure and the R&D factors from triple helix collaboration were associated with high levels of ICT innovation. The findings also suggested that innovation infrastructure and the socio-economic factors of nations could be significant determinants of ICT innovation.

Suggested Citation

  • Lee, Sangwon & Nam, Yoonjae & Lee, Seonmi & Son, Hyunjung, 2016. "Determinants of ICT innovations: A cross-country empirical study," Technological Forecasting and Social Change, Elsevier, vol. 110(C), pages 71-77.
    • Handle: RePEc:eee:tefoso:v:110:y:2016:i:c:p:71-77
    DOI: 10.1016/j.techfore.2015.11.010
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162515003443
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.techfore.2015.11.010?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. Lee, Sangwon & Marcu, Mircea & Lee, Seonmi, 2011. "An empirical analysis of fixed and mobile broadband diffusion," Information Economics and Policy, Elsevier, vol. 23(3), pages 227-233.
    2. Jacquemin, Alexis P & Berry, Charles H, 1979. "Entropy Measure of Diversification and Corporate Growth," Journal of Industrial Economics, Wiley Blackwell, vol. 27(4), pages 359-369, June.
    3. Xia Gao & Xi Guo & Jiancheng Guan, 2014. "An analysis of the patenting activities and collaboration among industry-university-research institutes in the Chinese ICT sector," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(1), pages 247-263, January.
    4. Cowan, Robin & Jonard, Nicolas, 2004. "Network structure and the diffusion of knowledge," Journal of Economic Dynamics and Control, Elsevier, vol. 28(8), pages 1557-1575, June.
    5. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    6. George S. Ford & Thomas M. Koutsky, 2005. "Broadband And Economic Development: A Municipal Case Study From Florida," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 17(3), pages 216-229, November.
    7. Fu, Xiaolan & Yang, Qing Gong, 2009. "Exploring the cross-country gap in patenting: A Stochastic Frontier Approach," Research Policy, Elsevier, vol. 38(7), pages 1203-1213, September.
    8. Md. Dulal Hossain & Junghoon Moon & Hyoung Goo Kang & Sung Chul Lee & Young Chan Choe, 2012. "Mapping the dynamics of knowledge base of innovations of R&D in Bangladesh: triple helix perspective," Scientometrics, Springer;Akadémiai Kiadó, vol. 90(1), pages 57-83, January.
    9. Castellacci, Fulvio & Natera, Jose Miguel, 2013. "The dynamics of national innovation systems: A panel cointegration analysis of the coevolution between innovative capability and absorptive capacity," Research Policy, Elsevier, vol. 42(3), pages 579-594.
    10. Krammer, Sorin M.S., 2009. "Drivers of national innovation in transition: Evidence from a panel of Eastern European countries," Research Policy, Elsevier, vol. 38(5), pages 845-860, June.
    11. Houben, Aerdt & Kakes, Jan, 2002. "ICT Innovation and Economic Performance: The Role of Financial Intermediation," Kyklos, Wiley Blackwell, vol. 55(4), pages 543-562.
    12. Hu, Mei-Chih & Mathews, John A., 2005. "National innovative capacity in East Asia," Research Policy, Elsevier, vol. 34(9), pages 1322-1349, November.
    13. Coccia, Mario, 2014. "Driving forces of technological change: The relation between population growth and technological innovation," Technological Forecasting and Social Change, Elsevier, vol. 82(C), pages 52-65.
    14. Furman, Jeffrey L. & Hayes, Richard, 2004. "Catching up or standing still?: National innovative productivity among 'follower' countries, 1978-1999," Research Policy, Elsevier, vol. 33(9), pages 1329-1354, November.
    15. John Leslie King & Vijay Gurbaxani & Kenneth L. Kraemer & F. Warren McFarlan & K. S. Raman & C. S. Yap, 1994. "Institutional Factors in Information Technology Innovation," Information Systems Research, INFORMS, vol. 5(2), pages 139-169, June.
    16. Cohen, Wesley M & Malerba, Franco, 2001. "Is the Tendency to Variation a Chief Cause of Progress?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(3), pages 587-608, September.
    17. Aerdt Houben & Jan Kakes, 2002. "ICT Innovation and Economic Performance: The Role of Financial Intermediation," Kyklos, Wiley Blackwell, vol. 55(4), pages 543-562, November.
    18. Lin, Jun-You, 2014. "Effects on diversity of R&D sources and human capital on industrial performance," Technological Forecasting and Social Change, Elsevier, vol. 85(C), pages 168-184.
    19. Lundvall, Bengt-Ake & Johnson, Bjorn & Andersen, Esben Sloth & Dalum, Bent, 2002. "National systems of production, innovation and competence building," Research Policy, Elsevier, vol. 31(2), pages 213-231, February.
    20. Fagerberg, Jan & Srholec, Martin, 2008. "National innovation systems, capabilities and economic development," Research Policy, Elsevier, vol. 37(9), pages 1417-1435, October.
    21. Guan, Jiancheng & Zhao, Qingjun, 2013. "The impact of university–industry collaboration networks on innovation in nanobiopharmaceuticals," Technological Forecasting and Social Change, Elsevier, vol. 80(7), pages 1271-1286.
    22. Minjeong Kim & Han Woo Park, 2012. "Measuring Twitter-based political participation and deliberation in the South Korean context by using social network and Triple Helix indicators," Scientometrics, Springer;Akadémiai Kiadó, vol. 90(1), pages 121-140, January.
    23. Varsakelis, Nikos C., 2006. "Education, political institutions and innovative activity: A cross-country empirical investigation," Research Policy, Elsevier, vol. 35(7), pages 1083-1090, September.
    24. Rickard Danell & Olle Persson, 2003. "Regional R&D activities and interactions in the Swedish Triple Helix," Scientometrics, Springer;Akadémiai Kiadó, vol. 58(2), pages 203-218, October.
    25. Furman, Jeffrey L. & Porter, Michael E. & Stern, Scott, 2002. "The determinants of national innovative capacity," Research Policy, Elsevier, vol. 31(6), pages 899-933, August.
    26. Koutroumpis, Pantelis, 2009. "The economic impact of broadband on growth: A simultaneous approach," Telecommunications Policy, Elsevier, vol. 33(9), pages 471-485, October.
    27. Maietta, Ornella Wanda, 2015. "Determinants of university–firm R&D collaboration and its impact on innovation: A perspective from a low-tech industry," Research Policy, Elsevier, vol. 44(7), pages 1341-1359.
    28. Han Woo Park & Heung Deug Hong & Loet Leydesdorff, 2005. "A comparison of the knowledge-based innovation systems in the economies of South Korea and the Netherlands using Triple Helix indicators," Scientometrics, Springer;Akadémiai Kiadó, vol. 65(1), pages 3-27, October.
    29. Aija Leiponen & Constance E. Helfat, 2010. "Innovation objectives, knowledge sources, and the benefits of breadth," Strategic Management Journal, Wiley Blackwell, vol. 31(2), pages 224-236, February.
    30. Vassilis Tselios, 2011. "Is Inequality Good for Innovation?," International Regional Science Review, , vol. 34(1), pages 75-101, January.
    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. Das, Gouranga G. & Drine, Imed, 2020. "Distance from the technology frontier: How could Africa catch-up via socio-institutional factors and human capital?," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    2. Chi, Meiqing & Muhammad, Sulaman & Khan, Zeeshan & Ali, Shahid & Li, Rita Yi Man, 2021. "Is centralization killing innovation? The success story of technological innovation in fiscally decentralized countries," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    3. Wang, Lu & Luo, Gong-li & Sari, Arif & Shao, Xue-Feng, 2020. "What nurtures fourth industrial revolution? An investigation of economic and social determinants of technological innovation in advanced economies," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    4. Stolbov, Mikhail & Shchepeleva, Maria, 2020. "What predicts the legal status of cryptocurrencies?," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 273-291.
    5. Jiaping Zhang & Mingwang Cheng & Xinyu Wei & Xiaomei Gong, 2018. "Does Mobile Phone Penetration Affect Divorce Rate? Evidence from China," Sustainability, MDPI, vol. 10(10), pages 1-19, October.
    6. Jiao, Zhilun & Shahid, Muhammad Shehryar & Mirza, Nawazish & Tan, Zhixiong, 2021. "Should the fourth industrial revolution be widespread or confined geographically? A country-level analysis of fintech economies," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    7. Zhu, Zhuo-Yue & Xie, Hong-Ming & Chen, Liang, 2023. "ICT industry innovation: Knowledge structure and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    8. Kallal, Rahim & Haddaji, Abir & Ftiti, Zied, 2021. "ICT diffusion and economic growth: Evidence from the sectorial analysis of a periphery country," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    9. Anupriya Khan & Satish Krishnan & Jithesh Arayankalam, 2022. "The Role of ICT Laws and National Culture in Determining ICT Diffusion and Well-Being: A Cross-Country Examination," Information Systems Frontiers, Springer, vol. 24(2), pages 415-440, April.
    10. Umut Akdugan & Nilhun Dogan, 2022. "Factors Affecting Innovation in OECD Countries," EKOIST Journal of Econometrics and Statistics, Istanbul University, Faculty of Economics, vol. 0(36), pages 111-136, June.
    11. Li, Yaya & Zhu, Zhu & Guan, Yefeng & Kang, Yanfang, 2022. "Research on the structural features and influence mechanism of the green ICT transnational cooperation network," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 734-749.
    12. Misraku Molla Ayalew & Zhang Xianzhi & Yidersal Dagnaw Dinberu & Demis Hailegebreal Hailu, 2020. "The Determinants of Firm’s Innovation in Africa," Journal of Industry, Competition and Trade, Springer, vol. 20(3), pages 527-567, September.
    13. Sayef BAKARI & Sofien TIBA & Mohamed MABROUKI, 2022. "An Exploratory Study of the Causality between Internet Use, Innovation, and Economic Growth in Tunisia: An indispensable Case Analysis," Journal of Economics and Financial Analysis, Tripal Publishing House, vol. 6(1), pages 1-18.
    14. Nawab Khan & Haitao Qu & Jing Qu & ChunMiao Wei & Shihao Wang, 2021. "Does Venture Capital Investment Spur Innovation? A Cross-Countries Analysis," SAGE Open, , vol. 11(1), pages 21582440211, March.
    15. Erzurumlu, S. Sinan & Erzurumlu, Yaman O. & Yoon, YongKi, 2022. "National innovation systems and dynamic impact of institutional structures on national innovation capability: A configurational approach with the OKID method," Technovation, Elsevier, vol. 114(C).
    16. Ardito, Lorenzo & D'Adda, Diego & Messeni Petruzzelli, Antonio, 2018. "Mapping innovation dynamics in the Internet of Things domain: Evidence from patent analysis," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 317-330.
    17. Mohsen Mohammadi Khyareh & Nasrin Rostami, 2022. "Macroeconomic Conditions, Innovation and Competitiveness," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(2), pages 1321-1340, June.
    18. Wang, Chenguang & Qiao, Cuixia & Ahmed, Rahil Irfan & Kirikkaleli, Dervis, 2021. "Institutional Quality, Bank Finance and Technological Innovation: A way forward for Fourth Industrial Revolution in BRICS Economies," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    19. He, Xingxing & Xiong, Deping & Khalifa, Wagdi M.S. & Li, Xin, 2021. "Chinese banking sector: A major stakeholder in bringing fourth industrial revolution in the country," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    20. Khedhaouria, Anis & Thurik, Roy, 2017. "Configurational conditions of national innovation capability: A fuzzy set analysis approach," Technological Forecasting and Social Change, Elsevier, vol. 120(C), pages 48-58.
    21. Sakshi Malik, 2023. "Macroeconomic Determinants of Innovation: Evidence from Asian Countries," Global Business Review, International Management Institute, vol. 24(1), pages 137-151, February.
    22. Barbieri, Elisa & Di Tommaso, Marco R. & Pollio, Chiara & Rubini, Lauretta, 2020. "Getting the specialization right. Industrialization in Southern China in a sustainable development perspective," World Development, Elsevier, vol. 126(C).
    23. Yang, Mengjun & Zheng, Shilin & Zhou, Lin, 2022. "Broadband internet and enterprise innovation," China Economic Review, Elsevier, vol. 74(C).
    24. Roberta Arbolino & Raffaele Boffardi & Luisa De Simone, 2019. "Which are the Factors Influencing Innovation Performances? Evidence from Italian Cohesion Policy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 146(1), pages 221-247, November.

    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. Proksch, Dorian & Haberstroh, Marcus Max & Pinkwart, Andreas, 2017. "Increasing the national innovative capacity: Identifying the pathways to success using a comparative method," Technological Forecasting and Social Change, Elsevier, vol. 116(C), pages 256-270.
    2. Umut Akdugan & Nilhun Dogan, 2022. "Factors Affecting Innovation in OECD Countries," EKOIST Journal of Econometrics and Statistics, Istanbul University, Faculty of Economics, vol. 0(36), pages 111-136, June.
    3. Rajaram Veliyath & Rakesh B. Sambharya, 2011. "R&D Investments of Multinational Corporations," Management International Review, Springer, vol. 51(3), pages 407-428, June.
    4. Khedhaouria, Anis & Thurik, Roy, 2017. "Configurational conditions of national innovation capability: A fuzzy set analysis approach," Technological Forecasting and Social Change, Elsevier, vol. 120(C), pages 48-58.
    5. Sakshi Malik, 2023. "Macroeconomic Determinants of Innovation: Evidence from Asian Countries," Global Business Review, International Management Institute, vol. 24(1), pages 137-151, February.
    6. Sylvia Novillo-Villegas & Ricardo Ayala-Andrade & Juan Pablo Lopez-Cox & Javier Salazar-Oyaneder & Patricia Acosta-Vargas, 2022. "A Roadmap for Innovation Capacity in Developing Countries," Sustainability, MDPI, vol. 14(11), pages 1-20, May.
    7. Castellacci, Fulvio & Natera, Jose Miguel, 2013. "The dynamics of national innovation systems: A panel cointegration analysis of the coevolution between innovative capability and absorptive capacity," Research Policy, Elsevier, vol. 42(3), pages 579-594.
    8. Yi Zhang & Kaihua Chen & Guilong Zhu & Richard C. M. Yam & Jiancheng Guan, 2016. "Inter-organizational scientific collaborations and policy effects: an ego-network evolutionary perspective of the Chinese Academy of Sciences," Scientometrics, Springer;Akadémiai Kiadó, vol. 108(3), pages 1383-1415, September.
    9. Fagerberg, Jan & Srholec, Martin & Verspagen, Bart, 2010. "Innovation and Economic Development," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 833-872, Elsevier.
    10. Candelaria Barrios & Esther Flores & M. Ángeles Martínez & Marta Ruiz-Martínez, 2023. "Are the Major Knowledge-producing Countries Converging in Science and Technology Capabilities?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(4), pages 4534-4560, December.
    11. Shi, Xing & Wu, Yanrui & Fu, Dahai, 2020. "Does University-Industry collaboration improve innovation efficiency? Evidence from Chinese Firms⋄," Economic Modelling, Elsevier, vol. 86(C), pages 39-53.
    12. Santos Arteaga, Francisco J. & Tavana, Madjid & Di Caprio, Debora & Toloo, Mehdi, 2019. "A dynamic multi-stage slacks-based measure data envelopment analysis model with knowledge accumulation and technological evolution," European Journal of Operational Research, Elsevier, vol. 278(2), pages 448-462.
    13. Li, Xibao, 2009. "China's regional innovation capacity in transition: An empirical approach," Research Policy, Elsevier, vol. 38(2), pages 338-357, March.
    14. Monika Kondratiuk-Nierodziñska, 2016. "New Knowledge Generation Capabilities And Economic Performance Of Polish Regions," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 11(3), pages 451-471, September.
    15. Erzurumlu, S. Sinan & Erzurumlu, Yaman O. & Yoon, YongKi, 2022. "National innovation systems and dynamic impact of institutional structures on national innovation capability: A configurational approach with the OKID method," Technovation, Elsevier, vol. 114(C).
    16. Weimin Kang & Shuliang Zhao & Wei Song & Tao Zhuang, 2019. "Triple helix in the science and technology innovation centers of China from the perspective of mutual information: a comparative study between Beijing and Shanghai," Scientometrics, Springer;Akadémiai Kiadó, vol. 118(3), pages 921-940, March.
    17. Zhang, Yi & Chen, Kaihua & Fu, Xiaolan, 2019. "Scientific effects of Triple Helix interactions among research institutes, industries and universities," Technovation, Elsevier, vol. 86, pages 33-47.
    18. Lin, Jun-You, 2014. "Effects on diversity of R&D sources and human capital on industrial performance," Technological Forecasting and Social Change, Elsevier, vol. 85(C), pages 168-184.
    19. Fabrizi, Andrea & Guarini, Giulio & Meliciani, Valentina, 2018. "Green patents, regulatory policies and research network policies," Research Policy, Elsevier, vol. 47(6), pages 1018-1031.
    20. Meda Andrijauskiene & Daiva Dumciuviene & Jovita Vasauskaite, 2021. "Redeveloping the National Innovative Capacity Framework: European Union Perspective," Economies, MDPI, vol. 9(4), pages 1-30, December.

    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:tefoso:v:110:y:2016:i:c:p:71-77. 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.sciencedirect.com/science/journal/00401625 .

    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.