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The Heterogeneous Impact of Digital Technology Utilization on Rural Household Income: Evidence from China

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  • Gang Li

    (Huazhong University of Science and Technology)

Abstract

Digital technology brings widespread development opportunities to rural areas and also poses challenges for optimizing income distribution and achieving common prosperity. Based on the current situation of digital technology applications in rural areas, this study utilizes micro-data from the China Rural Revitalization Survey (CRRS) to investigate the impact of digital technology utilization (DTU) on rural household income and its heterogeneity. Additionally, it combines a perspective on income structure differences to conduct mechanism analysis. The research conclusion indicates that digital technology has a significant positive impact on rural household income. After robustness tests such as replacing variable measurements and excluding the impact of exclusive policies, as well as endogeneity treatment of instrumental variable estimation, the conclusion still holds. Results from unconditional quantile regression (UQR) reveal heterogeneous effects of DTU on household income, being more favorable for higher-income groups. Mechanism tests demonstrate that household income structure plays a crucial role, with digital technology influencing income disparity through its impact on operating income.

Suggested Citation

  • Gang Li, 2025. "The Heterogeneous Impact of Digital Technology Utilization on Rural Household Income: Evidence from China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(2), pages 7325-7349, June.
  • Handle: RePEc:spr:jknowl:v:16:y:2025:i:2:d:10.1007_s13132-024-02165-8
    DOI: 10.1007/s13132-024-02165-8
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    1. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    2. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    3. Chris Forman & Avi Goldfarb & Shane Greenstein, 2012. "The Internet and Local Wages: A Puzzle," American Economic Review, American Economic Association, vol. 102(1), pages 556-575, February.
    4. Menzie D. Chinn & Robert W. Fairlie, 2010. "ICT Use in the Developing World: An Analysis of Differences in Computer and Internet Penetration," Review of International Economics, Wiley Blackwell, vol. 18(1), pages 153-167, February.
    5. Yang, Bo & Ma, Fang & Deng, Weihua & Pi, Yang, 2022. "Digital inclusive finance and rural household subsistence consumption in China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 627-642.
    6. Jing He & Qinghai Li, 2020. "Can online social interaction improve the digital finance participation of rural households?," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 12(2), pages 295-313, April.
    7. Solomon Zena Walelign & Mariève Pouliot & Helle Overgaard Larsen & Carsten Smith-Hall, 2017. "Combining Household Income and Asset Data to Identify Livelihood Strategies and Their Dynamics," Journal of Development Studies, Taylor & Francis Journals, vol. 53(6), pages 769-787, June.
    8. Heidi Kaila & Finn Tarp, 2019. "Can the Internet improve agricultural production? Evidence from Viet Nam," Agricultural Economics, International Association of Agricultural Economists, vol. 50(6), pages 675-691, November.
    9. Giovanni Cerulli, 2022. "Econometric Evaluation of Socio-Economic Programs," Advanced Studies in Theoretical and Applied Econometrics, Springer, edition 2, number 978-3-662-65945-8.
    10. Désiré Kanga & Christine Oughton & Laurence Harris & Victor Murinde, 2022. "The diffusion of fintech, financial inclusion and income per capita," The European Journal of Finance, Taylor & Francis Journals, vol. 28(1), pages 108-136, January.
    11. Gang Li, 2023. "Digital Inequality and Household Income Distribution: Evidence from Rural China," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(6), pages 3061-3087, December.
    12. Eli Bekman & John Bound & Stephen Machin, 1998. "Implications of Skill-Biased Technological Change: International Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1245-1279.
    13. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    14. Sabrina Wulff Pabilonia & Cindy Zoghi, 2005. "Returning to the Returns to Computer Use," American Economic Review, American Economic Association, vol. 95(2), pages 314-317, May.
    15. Jing He & Qinghai Li, 2020. "Can online social interaction improve the digital finance participation of rural households?," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 12(2), pages 295-313, April.
    16. Sabrina Wulff Pabilonia & Cindy Zoghi, 2005. "Returning to the Returns to Computer Use," American Economic Review, American Economic Association, vol. 95(2), pages 314-317, May.
    17. Wanglin Ma & R. Quentin Grafton & Alan Renwick, 2020. "Smartphone use and income growth in rural China: empirical results and policy implications," Electronic Commerce Research, Springer, vol. 20(4), pages 713-736, December.
    18. Ayse Demir & Vanesa Pesqué-Cela & Yener Altunbas & Victor Murinde, 2022. "Fintech, financial inclusion and income inequality: a quantile regression approach," The European Journal of Finance, Taylor & Francis Journals, vol. 28(1), pages 86-107, January.
    19. Wanglin Ma & Puneet Vatsa & Hongyun Zheng & Emmanuel Donkor & Victor Owusu, 2023. "Does Adoption of Information and Communication Technology Reduce Objective and Subjective Well-Being Inequality? Evidence from China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 55-77, September.
    20. Feng, Rui & Shen, Chen & Guo, Yiyang, 2024. "Digital finance and labor demand of manufacturing enterprises: Theoretical mechanism and heterogeneity analysis," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 17-32.
    21. William Jack & Tavneet Suri, 2014. "Risk Sharing and Transactions Costs: Evidence from Kenya's Mobile Money Revolution," American Economic Review, American Economic Association, vol. 104(1), pages 183-223, January.
    22. Li, Chengming & Huo, Peng & Wang, Zeyu & Zhang, Weiguang & Liang, Feiyan & Mardani, Abbas, 2023. "Digitalization generates equality? Enterprises’ digital transformation, financing constraints, and labor share in China," Journal of Business Research, Elsevier, vol. 163(C).
    23. David Card & John E. DiNardo, 2002. "Skill-Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 733-783, October.
    24. Elinor Benami & Michael R. Carter, 2021. "Can digital technologies reshape rural microfinance? Implications for savings, credit, & insurance," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(4), pages 1196-1220, December.
    25. Tang, Jianjun & Gong, Jiaowei & Ma, Wanglin & Rahut, Dil Bahadur, 2022. "Narrowing urban–rural income gap in China: The role of the targeted poverty alleviation program," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 74-90.
    26. Guo, Bingnan & Hu, Peiji & Lin, Ji, 2024. "The effect of digital infrastructure development on enterprise green transformation," International Review of Financial Analysis, Elsevier, vol. 92(C).
    27. Babar Nawaz Abbasi & Zhimin Luo & Ali Sohail, 2023. "Effect of parental migration on the noncognitive abilities of left-behind school-going children in rural China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-14, December.
    28. Eduardo Nakasone & Maximo Torero & Bart Minten, 2014. "The Power of Information: The ICT Revolution in Agricultural Development," Annual Review of Resource Economics, Annual Reviews, vol. 6(1), pages 533-550, October.
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