Research on World Agricultural Economy

Determinants of Agricultural Labor Participation of Rural Elderly People: Empirical Evidence from China

Feifan Yang

Joint Doctoral Program for Sustainability Research, Graduate School of Engineering, Tokyo University of Agriculture and Technology, Kogane City, Tokyo 184‑8588, Japan

Ligao Bao

Department of Socio‑Economics, Faculty of Economics, Daito Bunka University, Higashimatsuyama‑Shi, Saitama 355‑ 8501, Japan

Dan Li

Graduate School of Global Environmental Studies, Kyoto University, Sakyo‑Ku, Kyoto 606‑8501, Japan

Atsushi Chitose

Faculty of Agriculture, Tokyo University of Agriculture and Technology, Fuchu City, Tokyo 183‑8509, Japan

Jiajun Wang

Law School, Shanghai University of International Business and Economics, Songjiang District, Shanghai 201620, China

Haisong Nie

Division of International Environmental and Agricultural Science, Institute of Agriculture, Tokyo University of Agriculture and Technology, Fuchu City, Tokyo 183‑8509, Japan

DOI: https://doi.org/10.36956/rwae.v7i1.2430

Received: 7 August 2025 | Revised: 10 September 2025 | Accepted: 19 September 2025 | Published Online: 4 February 2026

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Abstract

Against the backdrop of a rapidly aging population and a shrinking agricultural labor force globally, this study investigates the driving mechanisms underlying sustained agricultural labor participation among rural elderly individuals in China. Utilizing three-wave longitudinal data (2016, 2018, and 2020) from the China Longitudinal Aging Social Survey within the theoretical frameworks of active aging and productive aging, this research employs Logit regression models to systematically examine how individual characteristics, family structure, health status, subjective eldercare perceptions, and social security coverage are associated with agricultural work engagement. Robustness checks and heterogeneity analyses confirm stable, significant associations: male gender, agricultural Hukou, higher cognitive ability, larger offspring numbers, better self-rated health, pain experience, preference for self-home eldercare, and receipt of an old-age allowance or basic pension are all positively associated with the likelihood of agricultural participation. Younger elderly individuals show significantly higher engagement in agricultural labor than their older counterparts. Critically, health status emerges as essential human capital, enabling prolonged labor despite socioeconomic pressures, while "elderly agriculture" functions as an indispensable self-support strategy, mitigating eldercare crises through extended independent farming capacity supported by land rights and mechanization. Policy implications urge prioritized enhancements to rural healthcare systems, the optimization of pension benefit structures to strike a balance between sustainability and labor supply, the securement of land management rights to maintain autonomous livelihood arrangements, and targeted social security reforms that acknowledge rural-urban income disparities. This study provides empirical evidence for addressing sustainable agricultural development amid demographic transition.

Keywords: China Longitudinal Aging Social Survey; Elderly Farmer; Rural Aging; Self‑Support; Social Security; Ac‑ tive Aging; Productive Aging

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References

[1] Dwyer, J., Micha, E., Kubinakova, K., et al., 2019. Evaluation of the Impact of the CAP on Generational Renewal, Local Development and Jobs in Rural Areas. European Commission, Directorate‑General for Agriculture and Rural Development: Brussels, Belgium.

[2] Smailes, P., Griffin, T., Argent, N., 2014. Demographic Change, Differential Ageing, and Public Policy in Rural and Regional Australia: A Three-State Case Study. Geographical Research. 52(3), 229–249. DOI: https://doi.org/10.1111/1745-5871.12067

[3] Lobley, M., Baker, J.R., Whitehead, I., 2016. Farm Succession and Retirement: Some International Comparisons. Journal of Agriculture, Food Systems, and Community Development. 1(1), 49–64. DOI: https://doi.org/10.5304/jafscd.2010.011.009

[4] Eurostat, 2020. Agriculture Statistics at Regional Level, Statistics Explained. Eurostat: Luxembourg City, Luxembourg.

[5] Conway, S.F., McDonagh, J., Farrell, M., et al., 2021. Going Against the Grain: Unravelling the Habitus of Older Farmers to Help Facilitate Generational Renewal in Agriculture. Sociologia Ruralis. 61(3), 602–622. DOI: https://doi.org/10.1111/soru.12355

[6] Burholt, V., Dobbs, C., 2012. Research on Rural Ageing: Where Have We Got to and Where Are We Going in Europe? Journal of Rural Studies. 28(4), 432–446. DOI: https://doi.org/10.1016/j.jrurstud.2012.01.009

[7] Central Statistics Office (CSO), 2018. Statistical Yearbook of Ireland 2018, Farms and Farmers. Central Statistics Office: Dublin, Ireland.

[8] United States Department of Agriculture National Agricultural Statistics Service (USDA), 2019. 2017 Census of Agriculture Highlights. ACH17-2/April 2019. National Agricultural Statistics Service: Washington, DC, USA.

[9] Cabinet Office Japan, 2025. Annual Report on the Aging Society. Cabinet Office Japan: Tokyo, Japan.

[10] Ministry of Agriculture, Forestry and Fisheries, 2025. Survey Results on Agricultural Structure Dynamics 2024. Ministry of Agriculture, Forestry and Fisheries: Tokyo, Japan.

[11] Nie, H., Zhang, J., Yang, F., 2022. The Progress and Impact of Rural Population Aging in Japan. In: Zhang, J., Li, Q., Ye, L. (eds.). Annual Report on Japanese Economy and Sino-Japanese Economic & Trade Relations (2022). Social Sciences Academic Press: Beijing, China. pp. 186–202. (in Chinese)

[12] Li, X., Diao, L., 2019. Dynamic Prediction of Disabled Elderly Population Under the Background of Population Aging. Statistics and Decision. 35(10), 75–78. DOI: https://doi.org/10.13546/j.cnki.tjyjc.2019.10.017 (in Chinese)

[13] Cai, J., Tang, Z., 2016. The Development of Agricultural Mechanization in North China Plain and the Formation of Agricultural Mechanization Service Market. Reform. 10, 65–72.

[14] Cutler, J., Wittmann, M.K., Abdurahman, A., et al., 2021. Ageing Is Associated with Disrupted Reinforcement Learning Whilst Learning to Help Others Is Preserved. Nature Communications. 12, 4440. DOI: https://doi.org/10.1038/s41467-021-24576-w

[15] Satoła, Ł., 2019. Problems of the Aging of the Farmers' Population in Small Farms in Poland. Scientific Papers Series Management, Economic Engineering in Agriculture and Rural Development. 19(4), 305–310.

[16] Liu, J., Fang, Y., Wang, G., et al., 2023. The Aging of Farmers and Its Challenges for Labor-Intensive Agriculture in China: A Perspective on Farmland Transfer Plans for Farmers' Retirement. Journal of Rural Studies. 100, 103013. DOI: https://doi.org/10.1016/j.jrurstud.2023.103013

[17] Chen, X., Chen, Y., Zhang, J., 2011. Quantitative Study on the Impact of Rural Population Aging on Agricultural Output in China. Chinese Journal of Population Science. 36, 39–46.

[18] Fasina, O.O., 2013. Farmers Perception of the Effect of Aging on Their Agricultural Activities in Ondo State, Nigeria. Venets: The Belogradchik Journal of Local History, Cultural Heritage and Folk Studies. 4(3), 371–387.

[19] Siliverstovs, B., Kholodilin, K.A., Thiessen, U., 2011. Does Aging Influence Structural Change? Evidence From Panel Data. Economic Systems. 35(2), 244–260. DOI: https://doi.org/10.1016/j.ecosys.2010.05.004

[20] Woodsong, C., 1994. Old Farmers, Invisible Farmers: Age and Agriculture in Jamaica. Journal of Cross-Cultural Gerontology. 9, 277–299. DOI: https://doi.org/10.1007/bf00978215

[21] Ren, C., Zhou, X., Wang, C., et al., 2023. Ageing Threatens Sustainability of Smallholder Farming in China. Nature. 616, 96–103. DOI: https://doi.org/10.1038/s41586-023-05738-w

[22] Xu, N., Zhang, L.Q., 2014. Impact of Aging Labor Force on Agricultural Production Efficiency in China. Journal of China Agricultural University. 19(4), 227–233.

[23] Wang, Y.M., Yao, X.G., Zhou, M.H., 2013. Rural Labor Outflow, Regional Differences and Grain Production. Management World. 11, 67–76. (in Chinese)

[24] Liu, J., Dong, C., Liu, S., et al., 2020. Sources of Total-Factor Productivity and Efficiency Changes in China's Agriculture. Agriculture. 10(7), 279. DOI: https://doi.org/10.3390/agriculture10070279

[25] Zhou, H., Wang, Q.Z., Zhang, Q., 2014. Research on Ageing of Rural Labour Force and Efficiency Loss of Rice Production: Based on the Perspectives of Social Service. Chinese Journal of Population Science. 3, 53–65.

[26] Skans, O.N., 2008. How Does the Age Structure Affect Regional Productivity? Applied Economics Letters. 15(10), 787–790. DOI: https://doi.org/10.1080/13504850600749123

[27] Peng, D.Y., Wen, L., 2016. Does the Aging and Feminization of the Rural Labor Force Reduce Food Productivity—A Comparative Analysis of the North and South Based on Stochastic Frontier. Journal of Agrotechnical Economics. 2, 32–44. (in Chinese)

[28] Abdulai, A., Eberlin, R., 2001. Technical Efficiency During Economic Reform in Nicaragua: Evidence from Farm Household Survey Data. Economic Systems. 25(2), 113–125. DOI: https://doi.org/10.1016/S0939-3625(01)00010-3

[29] Zhou, J., 2017. The Possibility and Significance of Agriculture Under the Background of Aging: A Case Study of Korean Agriculture. Population and Development. 23(6), 38–47. (in Chinese)

[30] He, X.F., 2015. Elderly Agriculture: The "Semi-Farming" Model of Left-Behind Agriculture. National Governance. 30, 19–20. (in Chinese)

[31] Ye, J.Z., 2019. Research on Rural Left-Behind Population: Basic Stance, Cognitive Misunderstandings and Theoretical Turn. Population Research. 43(2), 21–31. (in Chinese)

[32] Xia, Z.Z., 2018. Supporting the Aged with Land: A Practical Choice for Dealing with Rural Population Aging. South China Population. 33(5), 65–73. (in Chinese)

[33] Butler, R.N., Gleason, H.P., 1985. Productive Aging: Enhancing Vitality in Later Life. Springer Publishing: New York, NY, USA.

[34] Herzog, A.R., Kahn, R.L., Morgan, J.N., et al., 1989. Age Differences in Productive Activities. Journals of Gerontology. 44(4), 129–138. DOI: https://doi.org/10.1093/geronj/44.4.S129

[35] Morrow-Howell, N., Hinterlong, J.E., Sherraden, M., 2001. Productive Aging: Principles and Perspectives. In: Morrow-Howell, N., Hinterlong, J., Sherraden, M. (eds.). Productive Aging: Concepts and Challenges. Johns Hopkins University Press: Baltimore, MD, USA. pp. 3–18.

[36] Mu, G.Z., 2015. Successful Aging: A Strategic Conception of China's Aging Governance. Journal of Chinese Academy of Governance. 3, 57–63. (in Chinese)

[37] Tong, H.M., Lou, W.Q., 2016. Active Aging in Later Life: Recent Research Review and Implications from Productive Aging Studies. Chinese Journal of Gerontology. 5, 1273–1276. (in Chinese)

[38] Morrow-Howell, N., Putnam, M., Lee, Y.S., et al., 2014. An Investigation of Activity Profiles of Older Adults. Journals of Gerontology Series B: Psychological Sciences and Social Sciences. 69(5), 809–821. DOI: https://doi.org/10.1093/geronb/gbu002

[39] Bass, S., Caro, F.G., Chen, Y., 1993. Achieving a Productive Aging Society. Auburn House: Westport, CT, USA.

[40] Dormann, C.F., Elith, J., Bacher, S., et al., 2013. Collinearity: A Review of Methods to Deal with It and a Simulation Study Evaluating Their Performance. Ecography. 36(1), 27–46. DOI: https://doi.org/10.1111/j.1600-0587.2012.07348.x

[41] Wu, H.S., 2008. Influencing Factors of Rural Elderly's Agricultural Labor Participation: An Empirical Study Based on Jiangsu Province. Issues in Agricultural Economy. 5, 96–102. (in Chinese)

[42] Yang, Z.H., Maidan, T., Wang, Y.P., 2015. Impact of Health Shocks on Agricultural Labor Supply of Rural Middle-Aged and Elderly: An Empirical Analysis Based on CHARLS Data. China Rural Survey. 3, 24–37.

[43] Liu, S.L., Li, J., 2012. Health, Labor Participation and Poverty Among the Elderly in Rural China. Chinese Rural Economy. 1, 56–68.

[44] Liu, R.P., Liu, M., 2016. The Impact of Pension Security on Elderly Labor Participation and Its Regional Differences. Aging Science Research. 4(11), 31–42. (in Chinese)

[45] Liu, H., 2017. Social Security and Rural Elderly Labor Supply: A Study Based on China Health and Retirement Longitudinal Survey Data. Labor Economic Research. 5(2), 96–111.

[46] Zhao, Y.F., Yi, D.H., Zhao, Y.L., 2022. The Impact of Pension Security on Elderly Employment: An Empirical Study Based on China Longitudinal Aging Social Survey Data. Human Resources Development of China. 39(3), 115–128. (in Chinese)

[47] Wang, X., Wen, Y., 2023. Research on the Impact of Social Security on Elderly Labor Participation. Advances in Applied Mathematics. 12(11), 4580–4592. DOI: https://doi.org/10.12677/aam.2023.1211449 (in Chinese)