IDEAS home Printed from https://ideas.repec.org/a/eee/ecanpo/v80y2023icp1549-1560.html
   My bibliography  Save this article

Can citrus farmers earn more from selling online?

Author

Listed:
  • Zhang, Hepei
  • Ma, Wanglin
  • Li, Junpeng
  • Yang, Wei

Abstract

Online sales are essential for linking smallholder farmers to a wide range of markets. In essence, online sales not only influence the income received from selling a specific product but also generate spillover effects on total farm income and household income because they promote the sales of other agricultural products and generate regional off-farm work opportunities (e.g. product sorting, packaging, and delivery). Taking citrus as an example, this study explores the income effects of online sales with a focus on net returns from citrus production, net farm income, and household income. We used an endogenous treatment regression model to address the self-selection bias issues of online sales and estimated data collected from 926 citrus-producing households in Jiangxi Province, China. The results show that online citrus sales boost income growth in rural China. Specifically, online sales significantly increased net returns from citrus production, net farm income, and household income by 5,000 Yuan/capita, 8,580 Yuan/capita, and 17,830 Yuan/capita, respectively. The income-enhancing effects of online sales are greater for female household heads than they are for their male counterparts. Our findings emphasise the importance of promoting online sales to improve rural household welfare.

Suggested Citation

  • Zhang, Hepei & Ma, Wanglin & Li, Junpeng & Yang, Wei, 2023. "Can citrus farmers earn more from selling online?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1549-1560.
  • Handle: RePEc:eee:ecanpo:v:80:y:2023:i:c:p:1549-1560
    DOI: 10.1016/j.eap.2023.10.026
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0313592623002734
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eap.2023.10.026?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Hänninen, Mikko & Mitronen, Lasse & Kwan, Stephen K., 2019. "Multi-sided marketplaces and the transformation of retail: A service systems perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 49(C), pages 380-388.
    2. Tongwei Qiu & Qinying He & Biliang Luo, 2021. "Does land renting-out increase farmers’ subjective well-being? Evidence from rural China," Applied Economics, Taylor & Francis Journals, vol. 53(18), pages 2080-2092, April.
    3. Vakulenko, Yulia & Arsenovic, Jasenko & Hellström, Daniel & Shams, Poja, 2022. "Does delivery service differentiation matter? Comparing rural to urban e-consumer satisfaction and retention," Journal of Business Research, Elsevier, vol. 142(C), pages 476-484.
    4. Li, Xiaokang & Guo, Hongdong & Jin, Songqing & Ma, Wanglin & Zeng, Yiwu, 2021. "Do farmers gain internet dividends from E-commerce adoption? Evidence from China," Food Policy, Elsevier, vol. 101(C).
    5. Martínez-Domínguez, Marlen & Mora-Rivera, Jorge, 2020. "Internet adoption and usage patterns in rural Mexico," Technology in Society, Elsevier, vol. 60(C).
    6. Priscila S. dos Santos & Kalinca L. Becker & Sibele V. de Oliveira, 2023. "Race‐based affirmative action for higher education in Brazil: Impact assessment on performance, time, and delay in completion," Review of Development Economics, Wiley Blackwell, vol. 27(1), pages 247-267, February.
    7. Victor Couture & Benjamin Faber & Yizhen Gu & Lizhi Liu, 2021. "Connecting the Countryside via E-Commerce: Evidence from China," American Economic Review: Insights, American Economic Association, vol. 3(1), pages 35-50, March.
    8. 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).
    9. Schipmann, Christin & Qaim, Matin, 2011. "Supply chain differentiation, contract agriculture, and farmers’ marketing preferences: the case of sweet pepper in Thailand," GlobalFood Discussion Papers 108349, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    10. Hossain, Mohammad Shakhawat & Arshad, Muhammad & Qian, Lu & Zhao, Minjuan & Mehmood, Yasir & Kächele, Harald, 2019. "Economic impact of climate change on crop farming in Bangladesh: An application of Ricardian method," Ecological Economics, Elsevier, vol. 164(C), pages 1-1.
    11. Khan, Nawab & Ray, Ram L. & Zhang, Shemei & Osabuohien, Evans & Ihtisham, Muhammad, 2022. "Influence of mobile phone and internet technology on income of rural farmers: Evidence from Khyber Pakhtunkhwa Province, Pakistan," Technology in Society, Elsevier, vol. 68(C).
    12. Wainaina, Priscilla W. & Okello, Julius Juma & Nzuma, Jonathan M., 2012. "Impact of Contract Farming on Smallholder Poultry Farmers' Income in Kenya," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126196, International Association of Agricultural Economists.
    13. Wanglin Ma & Xiaoshi Zhou & Min Liu, 2020. "What drives farmers’ willingness to adopt e‐commerce in rural China? The role of Internet use," Agribusiness, John Wiley & Sons, Ltd., vol. 36(1), pages 159-163, January.
    14. Ullah, Ayat & Arshad, Muhammad & Kächele, Harald & Zeb, Alam & Mahmood, Nasir & Müller, Klaus, 2020. "Socio-economic analysis of farmers facing asymmetric information in inputs markets: evidence from the rainfed zone of Pakistan," Technology in Society, Elsevier, vol. 63(C).
    15. Gloede, Oliver & Menkhoff, Lukas & Waibel, Hermann, 2015. "Shocks, Individual Risk Attitude, and Vulnerability to Poverty among Rural Households in Thailand and Vietnam," World Development, Elsevier, vol. 71(C), pages 54-78.
    16. Jiaqi Qi & Xiaoyong Zheng & Peng Cao & Liqun Zhu, 2019. "The effect of e‐commerce agribusiness clusters on farmers’ migration decisions in China," Agribusiness, John Wiley & Sons, Ltd., vol. 35(1), pages 20-35, January.
    17. Ma, Wanglin & Renwick, Alan & Yuan, Peng & Ratna, Nazmun, 2018. "Agricultural cooperative membership and technical efficiency of apple farmers in China: An analysis accounting for selectivity bias," Food Policy, Elsevier, vol. 81(C), pages 122-132.
    18. Wanglin Ma & Xiaobing Wang, 2020. "Internet Use, Sustainable Agricultural Practices and Rural Incomes: Evidence from China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1087-1112, October.
    19. Yan Mei & Danling Mao & Yuhui Lu & Wei Chu, 2020. "Effects and mechanisms of rural E‐commerce clusters on households' entrepreneurship behavior in China," Growth and Change, Wiley Blackwell, vol. 51(4), pages 1588-1610, December.
    20. Hambulo Ngoma, 2018. "Does minimum tillage improve the livelihood outcomes of smallholder farmers in Zambia?," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(2), pages 381-396, April.
    21. Gabriel S Sampson & Edward D Perry, 2019. "The Role of Peer Effects in Natural Resource Appropriation – The Case of Groundwater," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(1), pages 154-171.
    22. Jiexi Shen & Zhanguo Zhu & Matin Qaim & Shenggen Fan & Xu Tian, 2023. "E‐commerce improves dietary quality of rural households in China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(S1), pages 1495-1511, December.
    23. Danso-Abbeam, Gideon & Baiyegunhi, Lloyd J.S., 2018. "Welfare impact of pesticides management practices among smallholder cocoa farmers in Ghana," Technology in Society, Elsevier, vol. 54(C), pages 10-19.
    24. Lloyd Chigusiwa & George Kembo & Terrence Kairiza, 2023. "Drought and social conflict in rural Zimbabwe: Does the burden fall on women and girls?," Review of Development Economics, Wiley Blackwell, vol. 27(1), pages 178-197, February.
    25. Ankrah Twumasi, Martinson & Jiang, Yuansheng & Asante, Dennis & Addai, Bismark & Akuamoah-Boateng, Samuel & Fosu, Prince, 2021. "Internet use and farm households food and nutrition security nexus: The case of rural Ghana," Technology in Society, Elsevier, vol. 65(C).
    26. O’Hara, Jeffrey K. & Low, Sarah A., 2020. "Online Sales: A Direct Marketing Opportunity for Rural Farms?," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 52(2), pages 222-239, May.
    27. Lea Eilers & Alfredo R. Paloyo & Peggy Bechara, 2022. "The effect of peer employment and neighborhood characteristics on individual employment," Empirical Economics, Springer, vol. 62(4), pages 1885-1908, April.
    28. Liu, Yuying & Renwick, Alan & Fu, Xinhong, 2019. "The role of agricultural cooperatives in serving as a marketing channel: evidence from low-income regions of Sichuan province in China," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 22(2).
    29. Wainaina, Priscilla W. & Okello, Julius Juma & Nzuma, Jonathan M., 2012. "Impact of Contract Farming on Smallholder Poultry Farmers’ Income in Kenya," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126323, International Association of Agricultural Economists.
    30. Renata Serra & Kelly A. Davidson, 2021. "Selling Together: The Benefits of Cooperatives to Women Honey Producers in Ethiopia," Journal of Agricultural Economics, Wiley Blackwell, vol. 72(1), pages 202-223, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xiaojing Li & Yanhua Li & Zhe Chen, 2024. "Impact of Rural E-Commerce Participation on Farmers’ Household Development Resilience: Evidence from 1229 Farmers in China," Agriculture, MDPI, vol. 14(5), pages 1-21, April.
    2. Lyubing, Feng & Lijun, Zang & Xianguo, Yao, 2024. "The impact of internet use on entrepreneurial behavior and income: Evidence from Chinese rural households," Journal of Asian Economics, Elsevier, vol. 93(C).

    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. 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).
    2. Nawab Khan & Ram L. Ray & Hazem S. Kassem & Farhat Ullah Khan & Muhammad Ihtisham & Shemei Zhang, 2022. "Does the Adoption of Mobile Internet Technology Promote Wheat Productivity? Evidence from Rural Farmers," Sustainability, MDPI, vol. 14(13), pages 1-15, June.
    3. Chen, Chen & Gan, Christopher & Li, Junpeng & Lu, Yao & Rahut, Dil, 2023. "Linking farmers to markets: Does cooperative membership facilitate e-commerce adoption and income growth in rural China?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1155-1170.
    4. Li, Xiaokang & Guo, Hongdong & Jin, Songqing & Ma, Wanglin & Zeng, Yiwu, 2021. "Do farmers gain internet dividends from E-commerce adoption? Evidence from China," Food Policy, Elsevier, vol. 101(C).
    5. Wanglin Ma & Hongyun Zheng & Yueji Zhu & Jianling Qi, 2022. "Effects of cooperative membership on financial performance of banana farmers in China: A heterogeneous analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(1), pages 5-27, March.
    6. Nawab Khan & Ram L. Ray & Hazem S. Kassem & Muhammad Ihtisham & Badar Naseem Siddiqui & Shemei Zhang, 2022. "Can Cooperative Supports and Adoption of Improved Technologies Help Increase Agricultural Income? Evidence from a Recent Study," Land, MDPI, vol. 11(3), pages 1-18, March.
    7. Ma, Wanglin & Rahut, Dil Bahadur & Sonobe, Tetsushi & Gong, Binlei, 2024. "Linking farmers to markets: Barriers, solutions, and policy options," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1102-1112.
    8. Lili Li & Yiwu Zeng & Zi Ye & Hongdong Guo, 2021. "E‐commerce development and urban‐rural income gap: Evidence from Zhejiang Province, China," Papers in Regional Science, Wiley Blackwell, vol. 100(2), pages 475-494, April.
    9. Wanglin Ma & Sanghyun Hong & W. Robert Reed & Jianhua Duan & Phong Luu, 2023. "Yield effects of agricultural cooperative membership in developing countries: A meta‐analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 761-780, September.
    10. Cai, Yi & Sun, Yucheng & Qi, Wene & Yi, Famin, 2022. "Impact of smartphone use on production outsourcing: evidence from litchi farming in southern China," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 25(4), September.
    11. Brendel Lewnsky Chuma & Cecil Togarepi & Benisiu Thomas, 2024. "Participation of smallholder farmers in cattle contract farming: a systematic review," SN Business & Economics, Springer, vol. 4(11), pages 1-23, November.
    12. Wanglin Ma & Hongyun Zheng & Peng Yuan, 2022. "Impacts of cooperative membership on banana yield and risk exposure: Insights from China," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(2), pages 564-579, June.
    13. Jikun Huang & Lanlan Su & Qiwang Huang & Xinyu Liu, 2022. "Facilitating inclusive ICT application and e‐Commerce development in rural China," Agricultural Economics, International Association of Agricultural Economists, vol. 53(6), pages 938-952, November.
    14. Qianqian Chen & Chao Zhang & Ruifa Hu & Shengyang Sun, 2022. "Can Information from the Internet Improve Grain Technical Efficiency? New Evidence from Rice Production in China," Agriculture, MDPI, vol. 12(12), pages 1-16, December.
    15. Zeng, Miao & Du, Jiang & Zhu, Xiaoyu & Deng, Xin, 2023. "Does internet use drive rural household savings? Evidence from 7825 farmer households in rural China," Finance Research Letters, Elsevier, vol. 57(C).
    16. Lili Li & Linyi Zheng & Zhonggen Zhang & Yixiang Song, 2024. "How to trigger and strengthen the positive impact of the internet on the income of farmers in the region? A case from China," Electronic Commerce Research, Springer, vol. 24(2), pages 1407-1433, June.
    17. Yi Cai & Wene Qi & Famin Yi, 2023. "Smartphone use and willingness to adopt digital pest and disease management: Evidence from litchi growers in rural China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(1), pages 131-147, January.
    18. Wanglin Ma & Andy McKay & Dil B. Rahut & Tetsushi Sonobe, 2023. "An introduction to rural and agricultural development in the digital age," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1273-1286, August.
    19. Wanglin Ma & Puneet Vatsa & Hongyun Zheng & Yanzhi Guo, 2022. "Does online food shopping boost dietary diversity? Application of an endogenous switching model with a count outcome variable," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-19, December.
    20. Yan, Aqian & Luo, Xiaofeng & Zhang, Junbiao & Tang, Lin, 2024. "Does internet use promote clean energy use for cooking by women-headed rural households in China?," Utilities Policy, Elsevier, vol. 86(C).

    More about this item

    Keywords

    Online sales; Rural incomes; Citrus production; Endogenous treatment regression; China;
    All these keywords.

    JEL classification:

    • C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models; Threshold Regression Models
    • Q13 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Markets and Marketing; Cooperatives; Agribusiness
    • L81 - Industrial Organization - - Industry Studies: Services - - - Retail and Wholesale Trade; e-Commerce

    Statistics

    Access and download statistics

    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:eee:ecanpo:v:80:y:2023:i:c:p:1549-1560. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/economic-analysis-and-policy .

    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.