IDEAS home Printed from https://ideas.repec.org/a/pal/palcom/v11y2024i1d10.1057_s41599-024-04174-z.html
   My bibliography  Save this article

The interaction between ICT penetration and sustainable development: empirical evidence from African countries

Author

Listed:
  • Yilmaz Bayar

    (Bandirma Onyedi Eylül University)

  • Özlem Yorulmaz

    (Istanbul University)

  • Oğuzhan Yelkesen

    (Bandirma Onyedi Eylül University)

  • Valentin Toader

    (Babes-Bolyai University)

Abstract

Information and Communication Technologies (ICT) have made remarkable progress in recent years, impacting nearly every field of society. In parallel, the effects of ICT progress on achieving sustainable development goals, crucial for the common future of the world, have been widely discussed. This study investigates the connection between critical ICT metrics—such as internet usage, mobile cellular, and fixed broadband subscriptions—and sustainable development in African countries over the 2000–2020 period using cointegration and causality tests. The cointegration coefficients indicate that mobile phone and broadband subscriptions significantly and positively affect sustainable development in African countries. Additionally, univariate causality tests reveal a unidirectional causality from mobile subscriptions to sustainable development, from sustainable development to fixed broadband subscriptions, and a two-way interplay between internet usage and sustainable development. Consequently, ICT metrics of mobile phone and fixed broadband subscriptions, and internet usage are found to be significant drivers of sustainable development in both the short and long term in African countries. Therefore, policies encouraging individuals and firms to use ICT tools to foster sustainable development will be beneficial for progressing toward sustainable development goals.

Suggested Citation

  • Yilmaz Bayar & Özlem Yorulmaz & Oğuzhan Yelkesen & Valentin Toader, 2024. "The interaction between ICT penetration and sustainable development: empirical evidence from African countries," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.
  • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-04174-z
    DOI: 10.1057/s41599-024-04174-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41599-024-04174-z
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1057/s41599-024-04174-z?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. Jung Wan Lee & Tantatape Brahmasrene, 2014. "ICT, CO 2 Emissions and Economic Growth: Evidence from a Panel of ASEAN," Global Economic Review, Taylor & Francis Journals, vol. 43(2), pages 93-109, June.
    2. Simplice A. Asongu & Nicholas M. Odhiambo, 2019. "How enhancing information and communication technology has affected inequality in Africa for sustainable development: An empirical investigation," Sustainable Development, John Wiley & Sons, Ltd., vol. 27(4), pages 647-656, July.
    3. Sun, Xianming & Xiao, Shiyi & Ren, Xiaohang & Xu, Bing, 2023. "Time-varying impact of information and communication technology on carbon emissions," Energy Economics, Elsevier, vol. 118(C).
    4. Jiaqi Xiao & Artūras Juodis & Yiannis Karavias & Vasilis Sarafidis & Jan Ditzen, 2023. "Improved tests for Granger noncausality in panel data," Stata Journal, StataCorp LP, vol. 23(1), pages 230-242, March.
    5. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    6. Hussain, Ammar & Batool, Irem & Akbar, Minhas & Nazir, Marina, 2021. "Is ICT an enduring driver of economic growth? Evidence from South Asian economies," Telecommunications Policy, Elsevier, vol. 45(8).
    7. Rafael E. De Hoyos & Vasilis Sarafidis, 2006. "Testing for cross-sectional dependence in panel-data models," Stata Journal, StataCorp LP, vol. 6(4), pages 482-496, December.
    8. Jung, Juan & López-Bazo, Enrique, 2020. "On the regional impact of broadband on productivity: The case of Brazil," Telecommunications Policy, Elsevier, vol. 44(1).
    9. Hardy, Andrew P., 1980. "The role of the telephone in economic development," Telecommunications Policy, Elsevier, vol. 4(4), pages 278-286, December.
    10. Phuc Nguyen, Canh & Dinh Su, Thanh & Doytch, Nadia, 2020. "The drivers of financial development: Global evidence from internet and mobile usage," Information Economics and Policy, Elsevier, vol. 53(C).
    11. Simplice A. Asongu & Jacinta C. Nwachukwu & Chris Pyke, 2019. "The Comparative Economics of ICT, Environmental Degradation and Inclusive Human Development in Sub-Saharan Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(3), pages 1271-1297, June.
    12. Melanie Arntz & Terry Gregory & Ulrich Zierahn, 2016. "The Risk of Automation for Jobs in OECD Countries: A Comparative Analysis," OECD Social, Employment and Migration Working Papers 189, OECD Publishing.
    13. Vanessa Simen Tchamyou, 2017. "The Role of Knowledge Economy in African Business," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(4), pages 1189-1228, December.
    14. Evelyn WAMBOYE & Abel ADEKOLA & Bruno SERGI, 2016. "ICTs and labour productivity growth in sub-Saharan Africa," International Labour Review, International Labour Organization, vol. 155(2), pages 231-252, June.
    15. Jens Malmodin & Åsa Moberg & Dag Lundén & Göran Finnveden & Nina Lövehagen, 2010. "Greenhouse Gas Emissions and Operational Electricity Use in the ICT and Entertainment & Media Sectors," Journal of Industrial Ecology, Yale University, vol. 14(5), pages 770-790, October.
    16. But Dedaj & Gokcen Ogruk-Maz & Mjellma Carabregu-Vokshi & Luljeta Aliu-Mulaj & Khalid M. Kisswani, 2022. "Improving ICTs (Mobile Phone and Internet) for Environmental Sustainability in the Western Balkan Countries," Energies, MDPI, vol. 15(11), pages 1-13, June.
    17. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    18. Geert Dhaene & Koen Jochmans, 2015. "Split-panel Jackknife Estimation of Fixed-effect Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(3), pages 991-1030.
    19. Artūras Juodis & Yiannis Karavias & Vasilis Sarafidis, 2021. "A homogeneous approach to testing for Granger non-causality in heterogeneous panels," Empirical Economics, Springer, vol. 60(1), pages 93-112, January.
    20. Thierry PENARD & Nicolas POUSSING & Gabriel ZOMO YEBE & Philémon NSI ELLA, 2012. "Comparing the Determinants of Internet and Cell Phone Use in Africa: Evidence from Gabon," Communications & Strategies, IDATE, Com&Strat dept., vol. 1(86), pages 65-83, 2nd quart.
    21. Asif Khan & Wu Ximei, 2022. "Digital Economy and Environmental Sustainability: Do Information Communication and Technology (ICT) and Economic Complexity Matter?," IJERPH, MDPI, vol. 19(19), pages 1-21, September.
    22. Jeremiah O. Ejemeyovwi & Evans S. Osabuohien & Romanus Osabohien, 2018. "ICT investments, human capital development and institutions in ECOWAS," International Journal of Economics and Business Research, Inderscience Enterprises Ltd, vol. 15(4), pages 463-474.
    23. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    24. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    25. Sanjeev Dewan & Kenneth L. Kraemer, 2000. "Information Technology and Productivity: Evidence from Country-Level Data," Management Science, INFORMS, vol. 46(4), pages 548-562, April.
    26. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    27. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    28. Vasilis Sarafidis & Tom Wansbeek, 2012. "Cross-Sectional Dependence in Panel Data Analysis," Econometric Reviews, Taylor & Francis Journals, vol. 31(5), pages 483-531, September.
    29. Parvathi Jayaprakash & R. Radhakrishna Pillai, 2022. "The Role of ICT for Sustainable Development: A Cross-Country Analysis," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(1), pages 225-247, February.
    30. Damiaan Persyn & Joakim Westerlund, 2008. "Error-correction–based cointegration tests for panel data," Stata Journal, StataCorp LP, vol. 8(2), pages 232-241, June.
    31. Franz-Ferdinand Rothe, 2020. "Rethinking positive and negative impacts of ‘ICT for development’ through the holistic lens of the sustainable development goals," Information Technology for Development, Taylor & Francis Journals, vol. 26(4), pages 653-669, October.
    32. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    33. Nchofoung, Tii N. & Asongu, Simplice A., 2022. "ICT for sustainable development: Global comparative evidence of globalisation thresholds," Telecommunications Policy, Elsevier, vol. 46(5).
    34. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    35. Albiman, Masoud Mohammed & Sulong, Zunaidah, 2017. "The linear and non-linear impacts of ICT on economic growth, of disaggregate income groups within SSA region," Telecommunications Policy, Elsevier, vol. 41(7), pages 555-572.
    36. Ze, Fu & Yu, Wence & Ali, Anis & Hishan, Sanil S. & Muda, Iskandar & Khudoykulov, Khurshid, 2023. "Influence of natural resources, ICT, and financial globalization on economic growth: Evidence from G10 countries," Resources Policy, Elsevier, vol. 81(C).
    37. Vu, Khuong M., 2011. "ICT as a source of economic growth in the information age: Empirical evidence from the 1996-2005 period," Telecommunications Policy, Elsevier, vol. 35(4), pages 357-372, May.
    38. Lina Karabetyan, 2023. "Impact of Entrepreneurial Activity and ICT Development on Sustainable Development: Evidence from High-Income Countries," Sustainability, MDPI, vol. 15(6), pages 1-14, March.
    39. Talan, Amogh & Rao, Amar & Sharma, Gagan Deep & Apostu, Simona-Andreea & Abbas, Shujaat, 2023. "Transition towards clean energy consumption in G7: Can financial sector, ICT and democracy help?," Resources Policy, Elsevier, vol. 82(C).
    40. Wang, Eunice Hsiao-hui, 1999. "ICT and economic development in Taiwan: analysis of the evidence," Telecommunications Policy, Elsevier, vol. 23(3-4), pages 235-243, April.
    41. Oladipo Olalekan David & Wynand Grobler, 2020. "Information and communication technology penetration level as an impetus for economic growth and development in Africa," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 33(1), pages 1394-1418, January.
    42. David Mhlanga, 2022. "Stakeholder Capitalism, the Fourth Industrial Revolution (4IR), and Sustainable Development: Issues to Be Resolved," Sustainability, MDPI, vol. 14(7), pages 1-20, March.
    43. Nora A. Mothafar & Jingxiao Zhang & Ibrahim Al-Maqrami, 2022. "The Evolution of Human Development Through the Eyes of ICT in Developing Countries Based on Panel Data from 2007 to 2017," Indian Journal of Human Development, , vol. 16(3), pages 578-601, December.
    44. Favour Chidinma Onuoha & Benedict I. Uzoechina & Chukwunenye Ferguson Emekaraonye & Onyinye Ifeoma Ochuba & Nora Francis Inyang, 2023. "Information and communication technologies and sustainable development in ECOWAS subregion: Evidence from a panel cointegration analysis," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(2), pages 787-806, March.
    45. M. Hashem Pesaran, 2015. "Testing Weak Cross-Sectional Dependence in Large Panels," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 1089-1117, December.
    46. Awad, Atif & Albaity, Mohamed, 2022. "ICT and economic growth in Sub-Saharan Africa: Transmission channels and effects," Telecommunications Policy, Elsevier, vol. 46(8).
    47. Qiming Yang & Jun He & Ting Liu & Zhitao Zhu, 2021. "Environmental Effects of Credit Allocation Structure and Environmental Expenditures: Evidence from China," Sustainability, MDPI, vol. 13(11), pages 1-16, May.
    48. Geert Dhaene & Koen Jochmans, 2015. "Split-panel Jackknife Estimation of Fixed-effect Models," Review of Economic Studies, Oxford University Press, vol. 82(3), pages 991-1030.
    49. Artūras Juodis & Simon Reese, 2022. "The Incidental Parameters Problem in Testing for Remaining Cross-Section Correlation," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(3), pages 1191-1203, June.
    50. Yilmaz Bayar & Rita Remeikienė & Gamze Sart, 2024. "ICT Penetration and Human Development: Empirical Evidence from the EU Transition Economies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 2422-2438, March.
    51. Vu, Khuong M., 2013. "Information and Communication Technology (ICT) and Singapore’s economic growth," Information Economics and Policy, Elsevier, vol. 25(4), pages 284-300.
    52. Sarkar, Avijit & Pick, James B. & Johnson, Jeremy, 2015. "Africa's digital divide: Geography, policy, and implications," 2015 Regional ITS Conference, Los Angeles 2015 146339, International Telecommunications Society (ITS).
    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. Nwani, Chinazaekpere & Usman, Ojonugwa & Okere, Kingsley Ikechukwu & Bekun, Festus Victor, 2023. "Technological pathways to decarbonisation and the role of renewable energy: A study of European countries using consumption-based metrics," Resources Policy, Elsevier, vol. 83(C).
    2. Bakry, Walid & Nghiem, Xuan-Hoa & Farouk, Sherine & Vo, Xuan Vinh, 2023. "Does it hurt or help? Revisiting the effects of ICT on economic growth and energy consumption: A nonlinear panel ARDL approach," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 597-617.
    3. Dobdinga Cletus Fonchamnyo & Ongo Nkoa Bruno Emmanuel & Gildas Dohba Dinga, 2021. "The effects of trade, foreign direct investment, and economic growth on environmental quality and overshoot: a dynamic common correlation effects approach," SN Business & Economics, Springer, vol. 1(10), pages 1-27, October.
    4. Charles Shaaba Saba & Nicholas Ngepah & Nicholas M. Odhiambo, 2024. "Information and Communication Technology (ICT), Growth and Development in Developing Regions: Evidence from a Comparative Analysis and a New Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 14700-14748, September.
    5. Le Clech, Néstor A., 2024. "Policy market orientation, property rights, and corruption effects on the rent of non-renewable resources in Latin America and the Caribbean," Resources Policy, Elsevier, vol. 91(C).
    6. Liang, Huijun & Shi, Changkuan & Abid, Nabila & Yu, Yanliang, 2023. "Are digitalization and human development discarding the resource curse in emerging economies?," Resources Policy, Elsevier, vol. 85(PB).
    7. Chakraborty, Saptorshee Kanto & Mazzanti, Massimiliano, 2020. "Energy intensity and green energy innovation: Checking heterogeneous country effects in the OECD," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 328-343.
    8. Eibinger, Tobias & Deixelberger, Beate & Manner, Hans, 2024. "Panel data in environmental economics: Econometric issues and applications to IPAT models," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).
    9. Chakraborty, Saptorshee Kanto & Mazzanti, Massimiliano, 2021. "Renewable electricity and economic growth relationship in the long run: Panel data econometric evidence from the OECD," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 330-341.
    10. Quynh Chau Pham Holland & Benjamin Liu & Eduardo Roca, 2019. "International funding cost and heterogeneous mortgage interest-rate pass-through: a bank-level analysis," Empirical Economics, Springer, vol. 57(4), pages 1255-1289, October.
    11. Talan, Amogh & Rao, Amar & Sharma, Gagan Deep & Apostu, Simona-Andreea & Abbas, Shujaat, 2023. "Transition towards clean energy consumption in G7: Can financial sector, ICT and democracy help?," Resources Policy, Elsevier, vol. 82(C).
    12. Chletsos Michael & Roupakias Stelios, 2020. "The effect of military spending on income inequality: evidence from NATO countries," Empirical Economics, Springer, vol. 58(3), pages 1305-1337, March.
    13. Rishan Adha & Cheng-Yih Hong & Somya Agrawal & Li-Hua Li, 2023. "ICT, carbon emissions, climate change, and energy demand nexus: The potential benefit of digitalization in Taiwan," Energy & Environment, , vol. 34(5), pages 1619-1638, August.
    14. Mariam Camarero & Sergi Moliner & Cecilio Tamarit, 2022. "Which are the long-run determinants of US outward FDI? Evidence using large long-memory panels," Working Papers 2022.08, International Network for Economic Research - INFER.
    15. Han, Zhanbing & Heng, Yixin, 2024. "Do fintech and trade diversification discard the natural resource dependency in MENA countries?," Resources Policy, Elsevier, vol. 89(C).
    16. Ioannis Kostakis & Sarantis Lolos, 2024. "Uncovering the impact of cultural heritage on economic growth: empirical evidence from Greek regions, 2000–2019," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 73(3), pages 1209-1239, October.
    17. Afef Bouattour & Maha Kalai & Kamel Helali, 2024. "The non-linear relationship between ESG performance and bank stability in the digital era: new evidence from a regime-switching approach," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.
    18. Muhammad Shafiullah & Vassilios G. Papavassiliou & Muhammad Shahbaz, 2021. "Is There an Extended Education-Based Environmental Kuznets Curve? An Analysis of U.S. States," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 80(4), pages 795-819, December.
    19. Okumus, İlyas & Guzel, Arif Eser & Destek, Mehmet Akif, 2021. "Renewable, Non-renewable Energy Consumption and Economic Growth Nexus in G7: Fresh Evidence from CS-ARDL," MPRA Paper 114136, University Library of Munich, Germany.
    20. Kabiru Kamalu & Wan Hakimah Binti Wan Ibrahim, 2023. "Conditional Effect of Environmental Degradation and Institutional Environment on Human Development in Developing Countries: Evidence from Method of the Moment-Quantile Regression with Fixed Effect," International Journal of Energy Economics and Policy, Econjournals, vol. 13(5), pages 667-677, September.

    More about this item

    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:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-04174-z. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: https://www.nature.com/ .

    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.