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Rethinking poverty: An econometric analysis of the role of ICT poverty in a global context

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  • Bergantino, Angela Stefania
  • Intini, Mario
  • Nademi, Younes

Abstract

In an age of increasing digitalization, it is imperative for policymakers and researchers to grasp the profound impact of Information and Communication Technologies (ICTs) on poverty. This paper investigates the relationship between ICT poverty and the absolute poverty index across the Global South and North from 2012 to 2022. Furthermore, it assesses the influence of ICT poverty on the risk of poverty or social exclusion in various geographic areas—cities, suburbs/towns, and rural regions—across 28 European countries. Employing a range of panel models, such as fixed/random effects and the Generalized Method of Moments (GMM), the study uncovers significant positive associations between ICT poverty and absolute poverty and the risk of poverty or social exclusion across all geographic areas. Our research indicates that policies aimed at reducing ICT inequality—commonly known as the “digital divide"—are more effective in alleviating poverty than those solely focused on promoting ICT development. Additionally, the study introduces a new policy framework, the ICTs-PGI Triangle, which offers a roadmap for policymakers to mitigate ICT poverty in both the Global South and North. The empirical results highlight the importance of providing equitable digital access and literacy, particularly in rural and marginalized areas, for sustainable poverty reduction. Therefore, this study provides valuable insights into the intricate interplay between digitalization and poverty alleviation strategies, addressing a significant gap in the current literature.

Suggested Citation

  • Bergantino, Angela Stefania & Intini, Mario & Nademi, Younes, 2025. "Rethinking poverty: An econometric analysis of the role of ICT poverty in a global context," Telecommunications Policy, Elsevier, vol. 49(1).
  • Handle: RePEc:eee:telpol:v:49:y:2025:i:1:s0308596124001733
    DOI: 10.1016/j.telpol.2024.102876
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    1. Benjamin Moll & Lukasz Rachel & Pascual Restrepo, 2022. "Uneven Growth: Automation's Impact on Income and Wealth Inequality," Econometrica, Econometric Society, vol. 90(6), pages 2645-2683, November.
    2. Lechman, Ewa & Popowska, Magdalena, 2022. "Harnessing digital technologies for poverty reduction. Evidence for low-income and lower-middle income countries," Telecommunications Policy, Elsevier, vol. 46(6).
    3. Asongu, Simplice & Amari, Mouna & Jarboui, Anis & Mouakhar, Khaireddine, 2021. "ICT dynamics for gender inclusive intermediary education: Minimum poverty and inequality thresholds in developing countries," Telecommunications Policy, Elsevier, vol. 45(5).
    4. Marta Postuła & Wojciech Chmielewski & Piotr Puczyński & Rafał Cieślik, 2021. "The Impact of Information and Communication Technologies (ICT) on Energy Poverty and Unemployment in Selected European Union Countries," Energies, MDPI, vol. 14(19), pages 1-18, September.
    5. Zhang, Sheng-Hao & Yang, Jun & Feng, Chao, 2023. "Can internet development alleviate energy poverty? Evidence from China," Energy Policy, Elsevier, vol. 173(C).
    6. Zhou, Di & Zha, Fangjing & Qiu, Wenyan & Zhang, Xiaoru, 2024. "Does digital literacy reduce the risk of returning to poverty? Evidence from China," Telecommunications Policy, Elsevier, vol. 48(6).
    7. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    8. Ofori, Isaac K. & Armah, Mark K. & Taale, Francis & Ofori, Pamela E., 2021. "Addressing the Severity and Intensity of Poverty in Sub-Saharan Africa: How Relevant is the ICT and Financial Development Pathway?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, issue forthcomi.
    9. Ackermann, Klaus & Awaworyi Churchill, Sefa & Smyth, Russell, 2021. "Mobile phone coverage and violent conflict," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 269-287.
    10. Qiu, Leiju & Zhong, Shunbin & Sun, Baowen, 2021. "Blessing or curse? The effect of broadband Internet on China’s inter-city income inequality," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 626-650.
    11. Pierson, Paul, 2000. "Increasing Returns, Path Dependence, and the Study of Politics," American Political Science Review, Cambridge University Press, vol. 94(2), pages 251-267, June.
    12. Jong-Wha Lee & Hanol Lee, 2018. "Human capital and income inequality," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 23(4), pages 554-583, October.
    13. Javier Barbero & Ernesto Rodríguez-Crespo, 2022. "Technological, institutional, and geographical peripheries: regional development and risk of poverty in the European regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(2), pages 311-332, October.
    14. David Bloom & David Canning, 2003. "The Health and Poverty of Nations: From theory to practice," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 4(1), pages 47-71.
    15. Vu, Khuong & Hanafizadeh, Payam & Bohlin, Erik, 2020. "ICT as a driver of economic growth: A survey of the literature and directions for future research," Telecommunications Policy, Elsevier, vol. 44(2).
    16. Bergantino, Angela Stefania & Intini, Mario & Tangari, Luca, 2021. "Influencing factors for potential bike-sharing users: an empirical analysis during the COVID-19 pandemic," Research in Transportation Economics, Elsevier, vol. 86(C).
    17. Dzator, Janet & Acheampong, Alex O. & Appiah-Otoo, Isaac & Dzator, Michael, 2023. "Leveraging digital technology for development: Does ICT contribute to poverty reduction?," Telecommunications Policy, Elsevier, vol. 47(4).
    18. Srinuan, Chalita & Bohlin, Erik, 2011. "Understanding the digital divide: A literature survey and ways forward," 22nd European Regional ITS Conference, Budapest 2011: Innovative ICT Applications - Emerging Regulatory, Economic and Policy Issues 52191, International Telecommunications Society (ITS).
    19. Busisiwe Mbuyisa & Awie Leonard, 2017. "The Role of ICT Use in SMEs Towards Poverty Reduction: A Systematic Literature Review," Journal of International Development, John Wiley & Sons, Ltd., vol. 29(2), pages 159-197, March.
    20. Aleksy Kwilinski & Oleksandr Vyshnevskyi & Henryk Dzwigol, 2020. "Digitalization of the EU Economies and People at Risk of Poverty or Social Exclusion," JRFM, MDPI, vol. 13(7), pages 1-14, July.
    21. Michael R.M. Abrigo & Sang-Hyop Lee & Donghyun Park, 2018. "Human Capital Spending, Inequality, and Growth in Middle-Income Asia," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(6), pages 1285-1303, May.
    22. Long Yang & Haiyang Lu & Sangui Wang & Meng Li, 2021. "Mobile Internet Use and Multidimensional Poverty: Evidence from A Household Survey in Rural China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 158(3), pages 1065-1086, December.
    23. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    24. Mora-Rivera, Jorge & García-Mora, Fernando, 2021. "Internet access and poverty reduction: Evidence from rural and urban Mexico," Telecommunications Policy, Elsevier, vol. 45(2).
    25. Monika Adamczyk & Alina Betlej, 2021. "Social determinants of digital exclusion in an ageing society. The case of Poland," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 8(3), pages 122-135, March.
    26. Francois Bourguignon, 2004. "The Poverty-growth-inequality triangle," Indian Council for Research on International Economic Relations, New Delhi Working Papers 125, Indian Council for Research on International Economic Relations, New Delhi, India.
    27. Wanglin Ma & Peng Nie & Pei Zhang & Alan Renwick, 2020. "Impact of Internet use on economic well‐being of rural households: Evidence from China," Review of Development Economics, Wiley Blackwell, vol. 24(2), pages 503-523, May.
    28. Hernan Galperin & M. Fernanda Viecens, 2017. "Connected for Development? Theory and evidence about the impact of Internet technologies on poverty alleviation," Development Policy Review, Overseas Development Institute, vol. 35(3), pages 315-336, May.
    29. Kinga Hat & Gernot Stoeglehner, 2020. "Spatial Dimension of the Employment Market Exposition to Digitalisation—The Case of Austria," Sustainability, MDPI, vol. 12(5), pages 1-29, March.
    30. Xie, Huilong & Zhang, Jiashu & Shao, Jingwen, 2023. "Difference in the influence of internet use on the relative poverty among farmers with different income structures," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 561-570.
    31. Asep Suryahadi & Ridho Al Izzati & Daniel Suryadarma, 2020. "Estimating the Impact of Covid-19 on Poverty in Indonesia," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 56(2), pages 175-192, May.
    32. Adams, Richard Jr., 2004. "Economic Growth, Inequality and Poverty: Estimating the Growth Elasticity of Poverty," World Development, Elsevier, vol. 32(12), pages 1989-2014, December.
    33. Phan, Van-Phuc, 2023. "Is the internet penetration pro-poor? Evidence from a panel data analysis," Telecommunications Policy, Elsevier, vol. 47(8).
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    2. Angela Stefania Bergantino & Giulio Fusco & Mario Intini & Gianluca Monturano, 2026. "Digital divide and income inequality: causal evidence from Italian provinces," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 75(1), pages 1-45, March.

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