IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i16p12443-d1218281.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/16/12443/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/16/12443/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. Martin, Sarah M. & Lorenzen, Kai, 2016. "Livelihood Diversification in Rural Laos," World Development, Elsevier, vol. 83(C), pages 231-243.
    6. 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.
    7. 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.
    8. 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.
    9. Frank Ellis, 1998. "Household strategies and rural livelihood diversification," Journal of Development Studies, Taylor & Francis Journals, vol. 35(1), pages 1-38.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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).
    15. 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.
    16. 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.
    17. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Helmy, Imane, 2020. "Livelihood Diversification Strategies: Resisting Vulnerability in Egypt," GLO Discussion Paper Series 441, Global Labor Organization (GLO).
    2. Xuhuan Dai & Zhilong Wu & Yao Fan & Bo Li & Zihan Yang & Bo Nan & Xu Bi, 2019. "Characteristics and Determinants of Livelihood Diversification of Different Household Types in Far Northwestern China," Sustainability, MDPI, vol. 12(1), pages 1-20, December.
    3. Antonelli, Chiara & Coromaldi, Manuela & Pallante, Giacomo, 2022. "Crop and income diversification for rural adaptation: Insights from Ugandan panel data," Ecological Economics, Elsevier, vol. 195(C).
    4. Dobler-Morales, Carlos & Lorenzen, Matthew & Orozco-Ramírez, Quetzalcóatl & Bocco, Gerardo, 2022. "Beyond a generalized deagrarianization: Livelihood heterogeneity and its determinants in the Mixteca Alta, Mexico," World Development, Elsevier, vol. 160(C).
    5. Masanori Matsuura‐Kannari & Yir‐Hueih Luh & Abu Hayat Md. Saiful Islam, 2023. "Weather shocks, livelihood diversification, and household food security: Empirical evidence from rural Bangladesh," Agricultural Economics, International Association of Agricultural Economists, vol. 54(4), pages 455-470, July.
    6. Mohammad Shamsul Hoq & Md. Taj Uddin & Shankar Kumar Raha & Mohammad Ismail Hossain, 2022. "Determinants of households’ livelihood diversification strategies to adapt to natural hazards: evidence from ecologically vulnerable haor region of Bangladesh," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 114(3), pages 3255-3291, December.
    7. 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.
    8. Misganaw Teshager Abeje & Atsushi Tsunekawa & Enyew Adgo & Nigussie Haregeweyn & Zerihun Nigussie & Zemen Ayalew & Asres Elias & Dessalegn Molla & Daregot Berihun, 2019. "Exploring Drivers of Livelihood Diversification and Its Effect on Adoption of Sustainable Land Management Practices in the Upper Blue Nile Basin, Ethiopia," Sustainability, MDPI, vol. 11(10), pages 1-23, May.
    9. Islam, Masanori Matsuura Yir-Huieh Luh Abu Hayat Md. Saiful, 2021. "Climate Variability, Livelihood Diversification, and Household Food Security in Bangladesh," 2021 ASAE 10th International Conference (Virtual), January 11-13, Beijing, China 329402, Asian Society of Agricultural Economists (ASAE).
    10. Tiziana Pagnani & Elisabetta Gotor & Francesco Caracciolo, 2021. "Adaptive strategies enhance smallholders’ livelihood resilience in Bihar, India," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(2), pages 419-437, April.
    11. Danyang Li & Daizo Kojima & Laping Wu & Mitsuyoshi Ando, 2024. "Impact of rural households' digital ability on their production efficiency in China," Agribusiness, John Wiley & Sons, Ltd., vol. 40(1), pages 139-160, January.
    12. Johny, Judit & Wichmann, Bruno & Swallow, Brent M., 2017. "Characterizing social networks and their effects on income diversification in rural Kerala, India," World Development, Elsevier, vol. 94(C), pages 375-392.
    13. Dagunga, Gilbert & Ayamga, Micheal & Danso-Abbeam, Gideon, 2020. "To what extent should farm households diversify? Implications on multidimensional poverty in Ghana," World Development Perspectives, Elsevier, vol. 20(C).
    14. 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.
    15. Tesfaye, Wondimagegn & Tirivayi, Nyasha, 2020. "Crop diversity, household welfare and consumption smoothing under risk: Evidence from rural Uganda," World Development, Elsevier, vol. 125(C).
    16. Ahmad, Babor & Rabbani, M. Golam & Shilpa, Nusrat Afrin & Haque, Mohammad Samiul & Rahman, M. Naimur, 2022. "Diversification Of Livelihoods And Its Impact On The Welfare Of Tribal Households In Dinajpur District Of Bangladesh," Bangladesh Journal of Agricultural Economics, Bangladesh Agricultural University, vol. 43(1), June.
    17. Alobo Loison, Sarah & Hillbom, Ellen, 2020. "Regional evidence of smallholder-based growth in Zambia’s livestock sector," World Development Perspectives, Elsevier, vol. 19(C).
    18. Walelign,Solomon Zena & Wang Sonne,Soazic Elise & Seshan,Ganesh Kumar, 2022. "Livelihood Impacts of Refugees on Host Communities : Evidence from Ethiopia," Policy Research Working Paper Series 10044, The World Bank.
    19. Fang, Lan & Quan, Yurong & Mao, Hui & Chen, Shaojian, 2022. "The Information Communication Technology and Off-farm Employment of Rural Laborers: An Analysis Based on the Micro Data of China Family Panel Studies," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322088, Agricultural and Applied Economics Association.
    20. Zheng, Hongyun & Ma, Wanglin & Wang, Fang & Li, Gucheng, 2021. "Does internet use improve technical efficiency of banana production in China? Evidence from a selectivity-corrected analysis," Food Policy, Elsevier, vol. 102(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:15:y:2023:i:16:p:12443-:d:1218281. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.