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Digital Ability and Livelihood Diversification in Rural China

Author

Listed:
  • Danyang Li

    (College of Economics and Management, China Agricultural University, Beijing 100083, China
    Department of Agricultural and Resource Economics, The University of Tokyo, Tokyo 113-8657, Japan)

  • Daizo Kojima

    (Department of Agricultural and Resource Economics, The University of Tokyo, Tokyo 113-8657, Japan)

  • Laping Wu

    (College of Economics and Management, China Agricultural University, Beijing 100083, China)

  • Mitsuyoshi Ando

    (Department of Agricultural and Resource Economics, The University of Tokyo, Tokyo 113-8657, Japan)

Abstract

Livelihood diversification is an important strategy for rural households in developing countries, especially in China, which has the largest rural population in the world. In the current digital age, the existing literature lacks sufficient research on the influence of digital ability on livelihood diversification. Using survey data from 1914 rural households in China, this study evaluates the digital ability of rural households through item response theory. Additionally, the livelihood diversification of rural households is analyzed from two aspects: work type and industry. Finally, IV-Tobit models are set up to test the impact of digital ability on livelihood diversification. The results show that: (1) engaging in both agricultural production and employed work concurrently is the key strategy for rural households to diversify their livelihoods; (2) digital ability significantly promotes livelihood diversification, regarding both work type and industry; (3) digital ability’s capacity to diversify livelihood is particularly notable for low-income households, followed by the medium-income group, then the high-income group. These findings are meaningful for the sustainable improvement of rural households’ livelihoods.

Suggested Citation

  • Danyang Li & Daizo Kojima & Laping Wu & Mitsuyoshi Ando, 2023. "Digital Ability and Livelihood Diversification in Rural China," Sustainability, MDPI, vol. 15(16), pages 1-14, August.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:16:p:12443-:d:1218281
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    References listed on IDEAS

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    1. Martin, Sarah M. & Lorenzen, Kai, 2016. "Livelihood Diversification in Rural Laos," World Development, Elsevier, vol. 83(C), pages 231-243.
    2. Qing Wang & Wenjing Xu & Yanghua Huang & Jidong Yang, 2022. "The Effect of Fast Internet on Employment: Evidence from a Large Broadband Expansion Program in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 30(3), pages 100-134, May.
    3. Mark Musumba & Cheryl A. Palm & Adam M. Komarek & Patrick K. Mutuo & Bocary Kaya, 2022. "Household livelihood diversification in rural Africa," Agricultural Economics, International Association of Agricultural Economists, vol. 53(2), pages 246-256, March.
    4. Denzer, Manuel & Schank, Thorsten & Upward, Richard, 2021. "Does the internet increase the job finding rate? Evidence from a period of expansion in internet use," Information Economics and Policy, Elsevier, vol. 55(C).
    5. William Adzawla & Heike Baumüller, 2021. "Effects of livelihood diversification on gendered climate vulnerability in Northern Ghana," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(1), pages 923-946, January.
    6. Shanta Paudel Khatiwada & Wei Deng & Bikash Paudel & Janak Raj Khatiwada & Jifei Zhang & Yi Su, 2017. "Household Livelihood Strategies and Implication for Poverty Reduction in Rural Areas of Central Nepal," Sustainability, MDPI, vol. 9(4), pages 1-20, April.
    7. Sarah Alobo Loison, 2015. "Rural Livelihood Diversification in Sub-Saharan Africa: A Literature Review," Journal of Development Studies, Taylor & Francis Journals, vol. 51(9), pages 1125-1138, September.
    8. Kamaldeen Mohammed & Evans Batung & Moses Kansanga & Hanson Nyantakyi-Frimpong & Isaac Luginaah, 2021. "Livelihood diversification strategies and resilience to climate change in semi-arid northern Ghana," Climatic Change, Springer, vol. 164(3), pages 1-23, February.
    9. Uwe Deichmann & Aparajita Goyal & Deepak Mishra, 2016. "Will digital technologies transform agriculture in developing countries?," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 21-33, November.
    10. Fisher, Eleanor & Attah, Ramlatu & Barca, Valentina & O'Brien, Clare & Brook, Simon & Holland, Jeremy & Kardan, Andrew & Pavanello, Sara & Pozarny, Pamela, 2017. "The Livelihood Impacts of Cash Transfers in Sub-Saharan Africa: Beneficiary Perspectives from Six Countries," World Development, Elsevier, vol. 99(C), pages 299-319.
    11. Pritika Reddy & Bibhya Sharma & Kaylash Chaudhary, 2020. "Digital Literacy: A Review of Literature," International Journal of Technoethics (IJT), IGI Global, vol. 11(2), pages 65-94, July.
    12. Gamel Abdul-Nasser Salifu, 2019. "The Political Economy Dynamics of Rural Household Income Diversification: A Review of the International Literature," Research in World Economy, Research in World Economy, Sciedu Press, vol. 10(3), pages 273-290, December.
    13. Newey, Whitney K., 1987. "Efficient estimation of limited dependent variable models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 36(3), pages 231-250, November.
    14. Frank Ellis, 1998. "Household strategies and rural livelihood diversification," Journal of Development Studies, Taylor & Francis Journals, vol. 35(1), pages 1-38.
    15. Aisa O. Manlosa & Jan Hanspach & Jannik Schultner & Ine Dorresteijn & Joern Fischer, 2019. "Livelihood strategies, capital assets, and food security in rural Southwest Ethiopia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(1), pages 167-181, February.
    16. Chenxin Leng & Wanglin Ma & Jianjun Tang & Zhongkun Zhu, 2020. "ICT adoption and income diversification among rural households in China," Applied Economics, Taylor & Francis Journals, vol. 52(33), pages 3614-3628, June.
    17. An Thinh Nguyen & Le Truc Nguyen & Hanh Hong Nguyen & Hanh Ta & Hong Nguyen & Tuan Anh Pham & Bich Thi Nguyen & Thao Thi Pham & Nhan Thi Thanh Tang & Luc Hens, 2020. "Rural livelihood diversification of Dzao farmers in response to unpredictable risks associated with agriculture in Vietnamese Northern Mountains today," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(6), pages 5387-5407, August.
    18. Asfaw, Solomon & Scognamillo, Antonio & Caprera, Gloria Di & Sitko, Nicholas & Ignaciuk, Adriana, 2019. "Heterogeneous impact of livelihood diversification on household welfare: Cross-country evidence from Sub-Saharan Africa," World Development, Elsevier, vol. 117(C), pages 278-295.
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