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Digital Literacy, Farmers’ Income Increase and Rural Internal Income Gap

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  • Bo Liu

    (College of Economics and Management, Shenyang Agricultural University, Shenyang 110866, China)

  • Jing Zhou

    (College of Economics and Management, Shenyang Agricultural University, Shenyang 110866, China)

Abstract

The digital economy has promoted the income growth of rural residents in China, but it has also widened the income gap within rural areas. The excessive income gap will lead to the uneven distribution of social resources and the decline of efficiency, thus threatening the sustainable development of the rural economy. This study utilizes the ‘Circumstances-Efforts’ analytical framework, the skill-biased technology change theory, and data from the China Family Panel Studies (CFPS) in 2018 to examine the impact of digital literacy on income growth among rural residents and the resulting income gap within rural areas. The findings indicate that digital literacy positively contributes to the income growth of rural residents. Moreover, the mechanism analysis reveals that improved access to digital devices and more effective information play a significant role in enhancing the income of rural residents. Furthermore, the analysis of income structures demonstrates that digital literacy has a greater impact on increasing wage income and agricultural income for both high-income and low-income rural residents. However, it is important to note that digital literacy also contributes to the widening income gap within rural areas, particularly impacting high-income rural residents.

Suggested Citation

  • Bo Liu & Jing Zhou, 2023. "Digital Literacy, Farmers’ Income Increase and Rural Internal Income Gap," Sustainability, MDPI, vol. 15(14), pages 1-13, July.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:14:p:11422-:d:1200606
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    References listed on IDEAS

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    3. Fan, Shenggan & Pardey, Philip G., 1997. "Research, productivity, and output growth in Chinese agriculture," Journal of Development Economics, Elsevier, vol. 53(1), pages 115-137, June.
    4. Gao, Yanyan & Zang, Leizhen & Sun, Jun, 2018. "Does computer penetration increase farmers’ income? An empirical study from China," Telecommunications Policy, Elsevier, vol. 42(5), pages 345-360.
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    Cited by:

    1. Yanmei Yuan & Le Sun & Zongyun She & Shengwei Chen, 2025. "Influence of Digital Literacy on Farmers’ Adoption Behavior of Low-Carbon Agricultural Technology: Chain Intermediary Role Based on Capital Endowment and Adoption Willingness," Sustainability, MDPI, vol. 17(5), pages 1-21, March.
    2. Yupan Zhao & Xiaofeng Zhao & Jielun Yang, 2024. "Coupling Coordination and Influencing Factors Between Digital Village Development and Agricultural and Rural Modernization: Evidence from China," Agriculture, MDPI, vol. 14(11), pages 1-23, October.
    3. Xiaoqing Pan & Bo Li & Jing Wu, 2024. "The effects of digital economy development on social insurance funds revenue: Evidence from China," PLOS ONE, Public Library of Science, vol. 19(5), pages 1-17, May.
    4. Qiong Liu & Cuiying Zhu, 2024. "Digital Rural Construction and the Welfare of Disadvantaged Children: Exploring the Roles of Government and NGOs," Sustainability, MDPI, vol. 16(24), pages 1-17, December.
    5. Ziyang Zhou & Ziwei Li & Guangyan Chen & Jinpeng Zou & Mingling Du & Fang Wang, 2024. "Digital Literacy Level and Formal Credit Constraints: Probit Analysis of Farm Households’ Borrowing Behavior in China," Agriculture, MDPI, vol. 14(6), pages 1-20, May.
    6. Jinwei Lv & Xinyu Guo & Haiwei Jiang, 2025. "Rural E-Commerce and Income Inequality: Evidence from China," Sustainability, MDPI, vol. 17(10), pages 1-32, May.
    7. Hailan Qiu & Hanyun Deng & Miaomiao Lu & Lijing Luo & Xiaozhi Chen & Zhipeng Wang, 2025. "The Impact of Rural E-Commerce on Farmers’ Income Gap: Implications for Farmers’ Sustainable Development," Sustainability, MDPI, vol. 17(9), pages 1-23, April.
    8. Xiao Liu & Zhenyu Wang & Xiaoyan Han, 2024. "The Impact of Digital Literacy on Farmers’ Green Production Behavior: Mediating Effects Based on Ecological Cognition," Sustainability, MDPI, vol. 16(17), pages 1-20, August.
    9. Bingrou Huang & Shubin Zhu, 2025. "Does Financial Inclusion Have an Impact on Chinese Farmers’ Incomes? A Perspective Based on Total Factor Productivity in Agriculture," Sustainability, MDPI, vol. 17(11), pages 1-34, May.
    10. Xuefeng Ma & Liang Cheng & Yahui Li & Minjuan Zhao, 2024. "Digital Literacy and the Livelihood Resilience of Livestock Farmers: Empirical Evidence from the Old Revolutionary Base Areas in Northwest China," Agriculture, MDPI, vol. 14(11), pages 1-25, October.
    11. Tian Liu & Lan Liao, 2024. "Can farmers’ digital literacy improve income? Empirical evidence from China," PLOS ONE, Public Library of Science, vol. 19(12), pages 1-14, December.
    12. Yitao Wang & Weidong Wang & Xuemei Jiang & Hui Wang, 2024. "The Impact of Farmers’ E-Commerce Adoption on Land Transfer: Evidence from Ten Provinces across China," Land, MDPI, vol. 13(7), pages 1-17, July.
    13. Dimitrios Petropoulos & Georgios A. Deirmentzoglou & Nikolaos Apostolopoulos & Bas Paris & Dimitris Michas & Athanasios T. Balafoutis & Elena Athanasopoulou & Leonardo Nibbi & Hailong Li & Lara Carval, 2025. "Digital and Entrepreneurial Competencies for the Bioeconomy: Perceptions and Training Needs of Agricultural Professionals in Greece, Italy, Portugal, and Sweden," Agriculture, MDPI, vol. 15(10), pages 1-17, May.

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