IDEAS home Printed from https://ideas.repec.org/a/rfe/zbefri/v40y2022i1p9-27.html
   My bibliography  Save this article

How does the ICT affect human development? Evidence from developing vs. developed countries

Author

Listed:
  • Zoran Ježiæ

    (University of Rijeka, Faculty of Economics and Busines, Rijeka, Croatia)

  • Petra Adelajda Zaninoviæ

    (University of Rijeka, Faculty of Economics and Busines, Rijeka, Croatia)

  • Renee Škuliæ

    (University of Rijeka, Faculty of Economics and Busines, Rijeka, Croatia)

Abstract

This study aims to assess the impact of information and communication technology (ICT) on human development (measured with the human development index – HDI). The authors have analyzed the countries with different development levels in order to identify the possible differences in these impacts when observing the level of income (development of the country). The paper uses a static panel data regression analysis, while a fixed-effects estimator (FE) is used for estimation. To address the possible endogeneity problem caused by reverse causality, we also perform a dynamic panel data regression using the Generalized Methods of Moments (GMM) estimator. The results support our hypothesis and show that ICT use and tertiary education positively affect human development, although the results vary by estimator. While in the case of the FE estimator, the effects are significant and positive across all observed countries, the results with the GMM estimators show a significant impact of ICT only in the case of upper-middle-income countries. However, it also implies that the lagged value of the HDI has significant and positive effects on the observed HDI. For economic policy, the results pinpoint the importance of ICT as a relevant instrument that can positively influence people’s lives directly or indirectly.

Suggested Citation

  • Zoran Ježiæ & Petra Adelajda Zaninoviæ & Renee Škuliæ, 2022. "How does the ICT affect human development? Evidence from developing vs. developed countries," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 40(1), pages 9-27.
  • Handle: RePEc:rfe:zbefri:v:40:y:2022:i:1:p:9-27
    as

    Download full text from publisher

    File URL: https://www.efri.uniri.hr/upload/Zbornik%201_2022/06-Jezic_et_al-2022-1111.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Pérez-Castro, Miguel Ángel & Mohamed-Maslouhi, Miriem & Montero-Alonso, Miguel Ángel, 2021. "The digital divide and its impact on the development of Mediterranean countries," Technology in Society, Elsevier, vol. 64(C).
    3. Asongu, Simplice A. & Le Roux, Sara & Biekpe, Nicholas, 2017. "Environmental degradation, ICT and inclusive development in Sub-Saharan Africa," Energy Policy, Elsevier, vol. 111(C), pages 353-361.
    4. Simplice A. Asongu, 2021. "The Effects of Mobile Phone Technology, Knowledge Creation and Diffusion on Inclusive Human Development in Sub-Saharan Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(3), pages 1367-1398, September.
    5. Elsadig Musa Ahmed, 2017. "Erratum to: ICT and Human Capital Spillover Effects in Achieving Sustainable East Asian Knowledge-Based Economies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(3), pages 1113-1113, September.
    6. Njoh, Ambe J., 2018. "The relationship between modern Information and Communications Technologies (ICTs) and development in Africa," Utilities Policy, Elsevier, vol. 50(C), pages 83-90.
    7. Ren Wang & Rui Wang & Hongqi Ma, 2019. "The effect of healthy human capital improvement on savings and growth: An empirical study based on China’s inter-provincial panel data," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 37(1), pages 29-54.
    8. Jorah Ramlan & Elsadig Musa Ahmed, 2009. "Information and Communication Technology (ICT) and human capital management trend in Malaysia's economic development," Applied Economics Letters, Taylor & Francis Journals, vol. 16(18), pages 1881-1886.
    9. Elsadig Musa Ahmed, 2017. "ICT and Human Capital Spillover Effects in Achieving Sustainable East Asian Knowledge-Based Economies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(3), pages 1086-1112, September.
    10. repec:kap:iaecre:v:17:y:2011:i:1:p:28-44 is not listed on IDEAS
    11. Sergey Valery Samoilenko & Kweku-Muata Osei-Bryson, 2016. "Human Development and Macroeconomic Returns within the Context of Investments in Telecoms: An Exploration of Transition Economies," Information Technology for Development, Taylor & Francis Journals, vol. 22(4), pages 550-561, October.
    12. Acheampong, Alex O. & Erdiaw-Kwasie, Michael Odei & Abunyewah, Matthew, 2021. "Does energy accessibility improve human development? Evidence from energy-poor regions," Energy Economics, Elsevier, vol. 96(C).
    13. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    14. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    Full references (including those not matched with items on IDEAS)

    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. Shobande Olatunji Abdul, 2020. "Fiscal Rule in Africa," Open Economics, De Gruyter, vol. 3(1), pages 112-120, January.
    2. Shaukat, Badiea & Zhu, Qigui & Khan, M. Ijaz, 2019. "Real interest rate and economic growth: A statistical exploration for transitory economies," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 534(C).
    3. Samargandi, Nahla & Fidrmuc, Jan & Ghosh, Sugata, 2015. "Is the Relationship Between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle-Income Countries," World Development, Elsevier, vol. 68(C), pages 66-81.
    4. Pop Silaghi, Monica Ioana & Alexa, Diana & Jude, Cristina & Litan, Cristian, 2014. "Do business and public sector research and development expenditures contribute to economic growth in Central and Eastern European Countries? A dynamic panel estimation," Economic Modelling, Elsevier, vol. 36(C), pages 108-119.
    5. Zhang, Xiaobei & Wang, Xiaojun, 2021. "Measures of human capital and the mechanics of economic growth," China Economic Review, Elsevier, vol. 68(C).
    6. Su, Liangjun & Lu, Xun, 2013. "Nonparametric dynamic panel data models: Kernel estimation and specification testing," Journal of Econometrics, Elsevier, vol. 176(2), pages 112-133.
    7. Abdulqadir, Idris A. & Asongu, Simplice A., 2022. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 44-61.
    8. Ofori, Isaac K. & Figari, Francesco, 2022. "Economic Globalisation and Inclusive Green Growth in Africa: Contingencies and Policy-Relevant Thresholds of Governance," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, issue Forthcomi, pages 1-1.
    9. Mariusz Próchniak & Bartosz Witkowski, 2006. "Modelowanie realnej konwergencji w skali międzynarodowej," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 10, pages 1-31.
    10. Jalan, Jyotsna & Ravallion, Martin, 1998. "Are there dynamic gains from a poor-area development program?," Journal of Public Economics, Elsevier, vol. 67(1), pages 65-85, January.
    11. Elvis Dze Achuo & Tii N. Nchofoung & Simplice A. Asongu & Gildas Dohba Dinga, 2021. "Unravelling the Mysteries of Underdevelopment in Africa," Research Africa Network Working Papers 21/073, Research Africa Network (RAN).
    12. Tansel, Aysit & Öztürk, Ceyhan & Erdil, Erkan, 2021. "The Impact of Body Mass Index on Growth, Schooling, Productivity, and Savings: A Cross-Country Study," GLO Discussion Paper Series 929, Global Labor Organization (GLO).
    13. David Rigby, 2012. "The Geography of Knowledge Relatedness and Technological Diversification in U.S. Cities," Papers in Evolutionary Economic Geography (PEEG) 1218, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2012.
    14. Laurent Cavenaile & Christian Gengenbach & Franz Palm, 2014. "Stock Markets, Banks and Long Run Economic Growth: A Panel Cointegration-Based Analysis," De Economist, Springer, vol. 162(1), pages 19-40, March.
    15. Huaide Wen & Jun Dai, 2021. "The Change of Sources of Growth and Sustainable Development in China: Based on the Extended EKC Explanation," Sustainability, MDPI, vol. 13(5), pages 1-19, March.
    16. Ikonen, Pasi, 2010. "Effect of finance on growth through more efficient utilization of technological innovations," Bank of Finland Research Discussion Papers 21/2010, Bank of Finland.
    17. Charles Shaaba Saba & Nicholas Ngepah, 2022. "ICT Diffusion, Industrialisation and Economic Growth Nexus: an International Cross-country Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(3), pages 2030-2069, September.
    18. Maria Adelaide Duarte & Marta Simões, 2004. "Human capital, mechanisms of technological diffusion and the role of technological shocks in the speed of diffusion. Evidence from a panel of Mediterranean countries," Notas Económicas, Faculty of Economics, University of Coimbra, issue 20, pages 102-134, December.
    19. Hanlon, W. Walker & Miscio, Antonio, 2017. "Agglomeration: A long-run panel data approach," Journal of Urban Economics, Elsevier, vol. 99(C), pages 1-14.
    20. Simplice A. Asongu & Nicholas M. Odhiambo, 2023. "Foreign Direct Investment, Information Technology, And Total Factor Productivity Dynamics In Sub‐Saharan Africa," World Affairs, John Wiley & Sons, vol. 186(2), pages 469-506, June.

    More about this item

    Keywords

    ICT; human development; tertiary education; SDGs; panel data analysis; fixed effects; GMM;
    All these keywords.

    JEL classification:

    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    Statistics

    Access and download statistics

    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:rfe:zbefri:v:40:y:2022:i:1:p:9-27. 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: Danijela Ujcic (email available below). General contact details of provider: https://edirc.repec.org/data/efrijhr.html .

    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.