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The Impact of China’s Digital Aid on Income Inequality: Evidence from 127 Developing Economies

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  • Wang, Rui
  • Yang, Shanshan

Abstract

While the global economy is on a clear path to recovery, the issue of inequality persists, particularly within developing countries. Based on the panel data of 127 developing economies around the world from 2000 to 2021, this study employs the multi-period DID model to investigate the role of China's foreign digital aid in influencing the level of income inequality in developing economies. The study finds that China's foreign digital aid has significantly reduced income inequality among recipient economies. Further analysis shows that there is an intriguing correlation between digital aid modalities and its effectiveness of implementation. When China's foreign digital aid is an OOF-like program, it can significantly improve income inequality in recipient economies, yet when it is an ODA-like program, it can increase income inequality. In addition, the effectiveness of aid is influenced by the income levels of the recipient economies. Digital aid proves to be more effective in nations with high to middle income economies in comparison to nations with low-income economies. Therefore, the acceptance of China's digital aid has an important role to play in reducing the level of income inequality in developing economies that cannot be ignored.

Suggested Citation

  • Wang, Rui & Yang, Shanshan, 2025. "The Impact of China’s Digital Aid on Income Inequality: Evidence from 127 Developing Economies," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 1760-1775.
    • Handle: RePEc:eee:ecanpo:v:85:y:2025:i:c:p:1760-1775
    DOI: 10.1016/j.eap.2025.02.020
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    as
    1. Odusola, Ayodele, 2017. "Fiscal Space, Poverty and Inequality in Africa," UNDP Africa Economists Working Papers 268726, United Nations Development Programme (UNDP).
    2. Maruta, Admasu Asfaw & Banerjee, Rajabrata & Cavoli, Tony, 2020. "Foreign aid, institutional quality and economic growth: Evidence from the developing world," Economic Modelling, Elsevier, vol. 89(C), pages 444-463.
    3. Bickenbach, Frank & Mbelu, Asithandile & Nunnenkamp, Peter, 2019. "Is foreign aid concentrated increasingly on needy and deserving recipient countries? An analysis of Theil indices, 1995–2015," World Development, Elsevier, vol. 115(C), pages 1-16.
    4. Eskander Alvi & Aberra Senbeta, 2012. "Does Foreign Aid Reduce Poverty?," Journal of International Development, John Wiley & Sons, Ltd., vol. 24(8), pages 955-976, November.
    5. 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).
    6. Gopalan, Sasidaran & Rajan, Ramkishen S., 2016. "Has Foreign Aid Been Effective in the Water Supply and Sanitation Sector? Evidence from Panel Data," World Development, Elsevier, vol. 85(C), pages 84-104.
    7. John W McArthur & Jeffrey D Sachs, 2019. "Agriculture, Aid, and Economic Growth in Africa," The World Bank Economic Review, World Bank, vol. 33(1), pages 1-20.
    8. Brück, Tilman & Xu, Guo, 2012. "Who gives aid to whom and when? Aid accelerations, shocks and policies," European Journal of Political Economy, Elsevier, vol. 28(4), pages 593-606.
    9. Tavares Garcia, Francisco & Cross, Jamie L., 2024. "The impact of monetary policy on income inequality: Does inflation targeting matter?," Finance Research Letters, Elsevier, vol. 61(C).
    10. Wei, Xun & Pal, Shreya & Mahalik, Mantu Kumar & Liu, Weibai, 2024. "The role of energy efficiency in income inequality dynamics in developing Asia: Evidence from artificial neural networks," Energy Economics, Elsevier, vol. 136(C).
    11. Markus Brückner, 2013. "On the simultaneity problem in the aid and growth debate," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(1), pages 126-150, January.
    12. Enrico Spolaore & Romain Wacziarg, 2009. "The Diffusion of Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 469-529.
    13. Sebastian Galiani & Stephen Knack & Lixin Colin Xu & Ben Zou, 2017. "The effect of aid on growth: evidence from a Quasi-experiment," Journal of Economic Growth, Springer, vol. 22(1), pages 1-33, March.
    14. Younas, Javed, 2008. "Motivation for bilateral aid allocation: Altruism or trade benefits," European Journal of Political Economy, Elsevier, vol. 24(3), pages 661-674, September.
    15. Md Jamil, Abd Rahim & Law, Siong Hook & Khair-Afham, M.S. & Trinugroho, Irwan, 2024. "Financial inclusion and income inequality in developing countries: The role of aging populations," Research in International Business and Finance, Elsevier, vol. 67(PA).
    16. Huynh, Cong Minh & Phan, Thi Nga, 2024. "Climate change and income inequality: Does renewable energy matter?," Renewable Energy, Elsevier, vol. 233(C).
    17. Tékam Oumbé, Honoré & Djeunankan, Ronald & Kos A Mougnol, Alice, 2024. "Analysing the effect of foreign aid on industrialization: Evidence from Africa," International Economics, Elsevier, vol. 178(C).
    18. Zhang, Liyunpeng & Li, Xiao & Zhuang, Yuhang & Li, Ningning, 2022. "World Bank aid and local multidimensional poverty in Sub-Saharan Africa," Economic Modelling, Elsevier, vol. 117(C).
    19. Raschky, Paul A. & Schwindt, Manijeh, 2012. "On the channel and type of aid: The case of international disaster assistance," European Journal of Political Economy, Elsevier, vol. 28(1), pages 119-131.
    20. Sergio Tezanos & Ainoa Quiñones & Marta Guijarro, 2013. "Inequality, aid and growth: Macroeconomic impact of aid grants and loans in Latin America and the Caribbean," Journal of Applied Economics, Universidad del CEMA, vol. 16, pages 153-177, May.
    21. Arndt, Channing & Jones, Sam & Tarp, Finn, 2015. "Assessing Foreign Aid’s Long-Run Contribution to Growth and Development," World Development, Elsevier, vol. 69(C), pages 6-18.
    22. Liu, Qing & Lu, Yi, 2015. "Firm investment and exporting: Evidence from China's value-added tax reform," Journal of International Economics, Elsevier, vol. 97(2), pages 392-403.
    23. Collier, Paul & Dollar, David, 2002. "Aid allocation and poverty reduction," European Economic Review, Elsevier, vol. 46(8), pages 1475-1500, September.
    24. Nancy Qian, 2015. "Making Progress on Foreign Aid," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 277-308, August.
    25. Epo, Boniface Ngah & Mvomo, Fabrice & Ngoa Tabi, Henri & Atangana Ondoa, Henri, 2024. "Colonial status and income inequality in developing countries," World Development Perspectives, Elsevier, vol. 36(C).
    26. Ozgur Kaya & Ilker Kaya & Lewell Gunter, 2012. "Development Aid to Agriculture and Economic Growth," Review of Development Economics, Wiley Blackwell, vol. 16(2), pages 230-242, May.
    27. Acht, Martin & Mahmoud, Toman Omar & Thiele, Rainer, 2015. "Corrupt governments do not receive more state-to-state aid: Governance and the delivery of foreign aid through non-state actors," Journal of Development Economics, Elsevier, vol. 114(C), pages 20-33.
    28. Valentin F. Lang & Ms. Marina Mendes Tavares, 2018. "The Distribution of Gains from Globalization," IMF Working Papers 2018/054, International Monetary Fund.
    29. Song, Yan & Gao, Jian & Zhang, Ming, 2023. "Study on the impact of energy poverty on income inequality at different stages of economic development: Evidence from 77 countries around the world," Energy, Elsevier, vol. 282(C).
    30. Acheampong, Alex O. & Appiah-Otoo, Isaac & Dzator, Janet & Agyemang, Kwabena Koforobour, 2021. "Remittances, financial development and poverty reduction in Sub-Saharan Africa: Implications for post-COVID-19 macroeconomic policies," Journal of Policy Modeling, Elsevier, vol. 43(6), pages 1365-1387.
    31. Zhang, Yi & Kumar, Sanjay & Huang, Xianhai & Yuan, Yiming, 2023. "Human capital quality and the regional economic growth: Evidence from China," Journal of Asian Economics, Elsevier, vol. 86(C).
    32. Nam, Hyun-Jung & Frijns, Bart & Ryu, Doojin, 2024. "Trade openness and income inequality: The moderating role of institutional quality," Global Finance Journal, Elsevier, vol. 60(C).
    33. Sergio Tezanos & Ainoa Quiñones & Marta Guijarro, 2013. "Inequality, Aid and Growth: Macroeconomic Impact of Aid Grants and Loans in Latin America and the Caribbean," Journal of Applied Economics, Taylor & Francis Journals, vol. 16(1), pages 153-177, May.
    34. Maruta, Admasu Asfaw, 2019. "Can aid for financial sector buy financial development?," Journal of Macroeconomics, Elsevier, vol. 62(C).
    35. Zhi Luo & Guanghua Wan & Chen Wang & Xun Zhang, 2018. "Aging and inequality: The link and transmission mechanisms," Review of Development Economics, Wiley Blackwell, vol. 22(3), pages 885-903, August.
    36. Bjørnskov, Christian, 2010. "Do elites benefit from democracy and foreign aid in developing countries?," Journal of Development Economics, Elsevier, vol. 92(2), pages 115-124, July.
    37. Ambassa, Martin & Mondjeli Mwa Ndjokou, Itchoko Motande & Tsopmo, Pierre Christian, 2024. "Foreign aid and inequality: Do conflicts matter?," Research in Economics, Elsevier, vol. 78(4).
    38. Kaya, Ilker & Kaya, Ozgur, 2020. "Foreign aid, institutional quality and government fiscal behavior in emerging economies: An empirical investigation," The Quarterly Review of Economics and Finance, Elsevier, vol. 76(C), pages 59-67.
    39. Bisogno, Marcelo & Chong, Alberto, 2001. "Foreign aid and poverty in Bosnia and Herzegovina: Targeting simulations and policy implications," European Economic Review, Elsevier, vol. 45(4-6), pages 1020-1030, May.
    40. Jaclyn Butler & Grace A. Wildermuth & Brian C. Thiede & David L. Brown, 2020. "Population Change and Income Inequality in Rural America," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 39(5), pages 889-911, October.
    41. Ndikumana, Léonce & Pickbourn, Lynda, 2017. "The Impact of Foreign Aid Allocation on Access to Social Services in sub-Saharan Africa: The Case of Water and Sanitation," World Development, Elsevier, vol. 90(C), pages 104-114.
    42. Haldar, Anasuya & Sethi, Narayan, 2022. "Effect of sectoral foreign aid allocation on growth and structural transformation in sub-Saharan Africa—Analysing the roles of institutional quality and human capital," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 1010-1026.
    43. Heinrich, Tobias & Kobayashi, Yoshiharu & Bryant, Kristin A., 2016. "Public Opinion and Foreign Aid Cuts in Economic Crises," World Development, Elsevier, vol. 77(C), pages 66-79.
    44. Kitaura, Koji, 2009. "Child labor, education aid, and economic growth," Journal of Macroeconomics, Elsevier, vol. 31(4), pages 614-620, December.
    45. Lewin, Keith M, 2020. "Beyond business as usual: Aid and financing education in Sub Saharan Africa," International Journal of Educational Development, Elsevier, vol. 78(C).
    46. Keneck-Massil, Joseph & Nomo-Beyala, Clery & Owoundi, Ferdinand, 2021. "The corruption and income inequality puzzle: Does political power distribution matter?," Economic Modelling, Elsevier, vol. 103(C).
    47. Pinto Moreira, Emmanuel & Bayraktar, Nihal, 2008. "Foreign aid, growth and poverty: A policy framework for Niger," Journal of Policy Modeling, Elsevier, vol. 30(3), pages 523-539.
    48. Herzer, Dierk & Nunnenkamp, Peter, 2012. "The effect of foreign aid on income inequality: Evidence from panel cointegration," Structural Change and Economic Dynamics, Elsevier, vol. 23(3), pages 245-255.
    49. Kaufmann, Daniel & McGuirk, Eoin F. & Vicente, Pedro C., 2019. "Foreign aid preferences and perceptions in donor countries," Journal of Comparative Economics, Elsevier, vol. 47(3), pages 601-617.
    50. Liu, Zheng & Spiegel, Mark M. & Zhang, Jingyi, 2023. "Capital flows and income inequality," Journal of International Economics, Elsevier, vol. 144(C).
    51. Berrittella, Maria, 2017. "Can stability of foreign aid agreement reduce global income inequality?," Economic Analysis and Policy, Elsevier, vol. 54(C), pages 105-111.
    52. Boateng, Elliot & Agbola, Frank W. & Mahmood, Amir, 2021. "Foreign aid volatility and economic growth in Sub-Saharan Africa: Does institutional quality matter?," Economic Modelling, Elsevier, vol. 96(C), pages 111-127.
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