IDEAS home Printed from https://ideas.repec.org/a/gam/jagris/v12y2022i9p1441-d912538.html
   My bibliography  Save this article

Factors Affecting Smallholder Farmers’ Marketing Channel Choice in China with Multivariate Logit Model

Author

Listed:
  • Mengshuai Zhu

    (Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China
    These authors contributed equally to this work.)

  • Chen Shen

    (Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China
    These authors contributed equally to this work.)

  • Yajun Tian

    (Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China)

  • Jianzhai Wu

    (Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China)

  • Yueying Mu

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

Abstract

Facing the changes in China’s agricultural products marketing channel, smallholder farmers with different characteristics choose various strategies to obtain more benefits. To analyze factors affecting smallholder farmers’ marketing channel choice, we classify four types of channels—Broker Channel, Farmers’ Retailing Channel, Wholesale Market Channel, and Cooperative Channel—and inspect 14 variables based on the survey data of 317 households from four provinces. We use a principal components analysis (PCA) to simplify these 14 variables into seven common factors and a multivariate logit model to study how the factors influence smallholder farmers’ choices. We find that compared with the Broker Channel, the Farmers’ Retailing Channel is mainly affected by the logistics factor, skill factor, risk factor, and size factor; the Wholesale Market Channel is influenced by the logistics factor and age factor; and the Cooperative Channel is mainly influenced by the age factor, logistics factor, and price factor. In conclusion, the logistics factor has a significant positive effect on each channel choice, and the improvement of the market and transportation conditions has a general promoting effect.

Suggested Citation

  • Mengshuai Zhu & Chen Shen & Yajun Tian & Jianzhai Wu & Yueying Mu, 2022. "Factors Affecting Smallholder Farmers’ Marketing Channel Choice in China with Multivariate Logit Model," Agriculture, MDPI, vol. 12(9), pages 1-11, September.
  • Handle: RePEc:gam:jagris:v:12:y:2022:i:9:p:1441-:d:912538
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2077-0472/12/9/1441/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2077-0472/12/9/1441/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Xiaoyong Zhang & Dinghuan Hu, 2011. "Farmer-buyer relationships in China: the effects of contracts, trust and market environment," China Agricultural Economic Review, Emerald Group Publishing, vol. 3(1), pages 42-53, January.
    2. Barham, James & Chitemi, Clarence, 2009. "Collective action initiatives to improve marketing performance: Lessons from farmer groups in Tanzania," Food Policy, Elsevier, vol. 34(1), pages 53-59, February.
    3. Miyata, Sachiko & Minot, Nicholas & Hu, Dinghuan, 2009. "Impact of Contract Farming on Income: Linking Small Farmers, Packers, and Supermarkets in China," World Development, Elsevier, vol. 37(11), pages 1781-1790, November.
    4. Jia, Xiangping & Huang, Jikun, 2011. "Contractual arrangements between farmer cooperatives and buyers in China," Food Policy, Elsevier, vol. 36(5), pages 656-666.
    5. Yohana James Mgale & Yan Yunxian, 2020. "Marketing efficiency and determinants of marketing channel choice by rice farmers in rural Tanzania: Evidence from Mbeya region, Tanzania," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1239-1259, October.
    6. Qiu, Tongwei & Shi, Xinjie & He, Qinying & Luo, Biliang, 2021. "The paradox of developing agricultural mechanization services in China: Supporting or kicking out smallholder farmers?," China Economic Review, Elsevier, vol. 69(C).
    7. Thai Thuy Pham & Ludwig Theuvsen & Verena Otter, 2019. "Determinants of Smallholder Farmers' Marketing Channel Choice: Evidence from the Vietnamese Rice Sector," Asian Economic Journal, East Asian Economic Association, vol. 33(3), pages 281-300, September.
    8. José Blandon & Spencer Henson & Towhidul Islam, 2010. "The Importance of Assessing Marketing Preferences of Small-scale Farmers: A Latent Segment Approach," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 22(4), pages 494-509, September.
    9. Javier Jorge-Vázquez & Mª Peana Chivite-Cebolla & Francisco Salinas-Ramos, 2021. "The Digitalization of the European Agri-Food Cooperative Sector. Determining Factors to Embrace Information and Communication Technologies," Agriculture, MDPI, vol. 11(6), pages 1-16, June.
    10. H. Holly Wang & Na Hao & Qingjie Zhou & Michael E. Wetzstein & Yong Wang, 2019. "Is fresh food shopping sticky to retail channels and online platforms? Evidence and implications in the digital era," Agribusiness, John Wiley & Sons, Ltd., vol. 35(1), pages 6-19, January.
    11. Xiaoheng Zhang & Ping Qing & Xiaohua Yu, 2019. "Short supply chain participation and market performance for vegetable farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 63(2), pages 282-306, April.
    12. Yuliang Cao & Muhammad Mohiuddin, 2019. "Sustainable Emerging Country Agro-Food Supply Chains: Fresh Vegetable Price Formation Mechanisms in Rural China," Sustainability, MDPI, vol. 11(10), pages 1-14, May.
    13. Weifeng Zhang & Guoxin Cao & Xiaolin Li & Hongyan Zhang & Chong Wang & Quanqing Liu & Xinping Chen & Zhenling Cui & Jianbo Shen & Rongfeng Jiang & Guohua Mi & Yuxin Miao & Fusuo Zhang & Zhengxia Dou, 2016. "Closing yield gaps in China by empowering smallholder farmers," Nature, Nature, vol. 537(7622), pages 671-674, September.
    14. Eunice Adu Donkor & Elena Garnevska & Muhammad Imran Siddique & Emmanuel Donkor, 2021. "Determinants of Rice Farmer Participation in the Direct Marketing Channel in Ghana," Sustainability, MDPI, vol. 13(9), pages 1-14, April.
    15. Miguel Hernández-Espallardo & Narciso Arcas-Lario & Gustavo Marcos-Matás, 2013. "Farmers' satisfaction and intention to continue membership in agricultural marketing co-operatives: neoclassical versus transaction cost considerations," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 40(2), pages 239-260, March.
    16. Xiaoyong Zhang & Dinghuan Hu, 2011. "Farmer‐buyer relationships in China: the effects of contracts, trust and market environment," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 3(1), pages 42-53, February.
    17. V. Kumar & JeeWon Brianna Choi & Mallik Greene, 2017. "Synergistic effects of social media and traditional marketing on brand sales: capturing the time-varying effects," Journal of the Academy of Marketing Science, Springer, vol. 45(2), pages 268-288, March.
    18. Magdalena Florek & Jakub Gazda, 2021. "Traditional Food Products—Between Place Marketing, Economic Importance and Sustainable Development," Sustainability, MDPI, vol. 13(3), pages 1-14, January.
    19. Caroline Dubbert, 2019. "Participation in contract farming and farm performance: Insights from cashew farmers in Ghana," Agricultural Economics, International Association of Agricultural Economists, vol. 50(6), pages 749-763, November.
    20. Elisabeth Fischer & Matin Qaim, 2014. "Smallholder Farmers and Collective Action: What Determines the Intensity of Participation?," Journal of Agricultural Economics, Wiley Blackwell, vol. 65(3), pages 683-702, September.
    21. Zheng, Xuyuan & Lu, Haiyang, 2021. "Does ICT change household decision-making power of the left-behind women? A Case from China," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    22. JIA, Xiangping & HUANG, Jikun & XU, Zhigang, 2012. "Marketing of farmer professional cooperatives in the wave of transformed agrofood market in China," China Economic Review, Elsevier, vol. 23(3), pages 665-674.
    23. Wanglin Ma & Awudu Abdulai, 2017. "The economic impacts of agricultural cooperatives on smallholder farmers in rural China," Agribusiness, John Wiley & Sons, Ltd., vol. 33(4), pages 537-551, September.
    24. Meike Wollni & Manfred Zeller, 2007. "Do farmers benefit from participating in specialty markets and cooperatives? The case of coffee marketing in Costa Rica1," Agricultural Economics, International Association of Agricultural Economists, vol. 37(2‐3), pages 243-248, September.
    25. Shahriar Mustafiz & Akira Nakayasu & Mamoru Itabashi, 2021. "Marketing of Vegetable Seeds: Practice and Behavioral Inclinations of Vegetable Seed Sellers and Farmers in Selected Areas of Bangladesh," Agriculture, MDPI, vol. 11(4), pages 1-16, April.
    26. Hongdong Guo & Robert W Jolly & Jianhua Zhu, 2007. "Contract Farming in China: Perspectives of Farm Households and Agribusiness Firms," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 49(2), pages 285-312, June.
    27. Xaba, Bongiwe G & Masuku, Micah B, 2013. "Factors Affecting the Choice of Marketing Channel by Vegetable Farmers in Swaziland," Sustainable Agriculture Research, Canadian Center of Science and Education, vol. 2(1).
    28. Frank E. Mmbando & Edilegnaw Z. Wale & Lloyd J.S. Baiyegunhi, 2015. "Determinants of smallholder farmers' participation in maize and pigeonpea markets in Tanzania," Agrekon, Taylor & Francis Journals, vol. 54(1), pages 96-119, March.
    29. Qin Fan & Vania B. Salas Garcia, 2018. "Information Access and Smallholder Farmers’ Market Participation in Peru," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(2), pages 476-494, June.
    30. Frank Mmbando & Edilegnaw Wale & Lloyd Baiyegunhi, 2015. "Welfare impacts of smallholder farmers’ participation in maize and pigeonpea markets in Tanzania," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 7(6), pages 1211-1224, December.
    31. Low, Sarah A. & Adalja, Aaron & Beaulieu, Elizabeth & Key, Nigel & Martinez, Stephen & Melton, Alex & Perez, Agnes & Ralston, Katherine & Stewart, Hayden & Suttles, Shellye & Vogel, Stephen & Jablonsk, 2015. "Trends in U.S. Local and Regional Food Systems: Report to Congress," Administrative Publications 292107, United States Department of Agriculture, Economic Research Service.
    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. Giuseppe Timpanaro, 2023. "Agricultural Food Marketing, Economics and Policies," Agriculture, MDPI, vol. 13(4), pages 1-9, March.
    2. Shu Jiang & Zhanpeng Wang & Zilai Sun & Junhu Ruan, 2022. "Determinants of Buying Produce on Short-Video Platforms: The Impact of Social Network and Resource Endowment—Evidence from China," Agriculture, MDPI, vol. 12(10), pages 1-19, October.
    3. Maanda Rambauli & Michael Akwasi Antwi & Phumudzo Patrick Tshikhudo & Fhatuwani Nixwell Mudau, 2023. "The Determinants of Smallholder Farmers on the Functionality of Plant Health Clinics in the Vhembe District, South Africa," Agriculture, MDPI, vol. 13(2), pages 1-20, February.

    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. Yohana James Mgale & Yan Yunxian, 2020. "Marketing efficiency and determinants of marketing channel choice by rice farmers in rural Tanzania: Evidence from Mbeya region, Tanzania," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1239-1259, October.
    2. Villacis, Alexis H. & Kopp, Thomas & Mishra, Ashok K., 2024. "Agricultural marketing channels and market prices: Evidence from high-value crop producers in India," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1308-1321.
    3. Yun-Cih Chang & Min-Fang Wei & Yir-Hueih Luh, 2021. "Choice of Modern Food Distribution Channels and Its Welfare Effects: Empirical Evidence from Taiwan," Agriculture, MDPI, vol. 11(6), pages 1-13, May.
    4. Yuanyuan Peng & H. Holly Wang & Yueshu Zhou, 2022. "Can cooperatives help commercial farms to access credit in China? Evidence from Jiangsu Province," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 70(4), pages 325-349, December.
    5. Liu, Y., 2018. "Determinants and impacts of marketing channel choice among cooperatives members: Evidence from agricultural cooperative in China," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 275898, International Association of Agricultural Economists.
    6. Ellen Verhofstadt & Miet Maertens, 2014. "Smallholder cooperatives and agricultural performance in Rwanda: do organizational differences matter?," Agricultural Economics, International Association of Agricultural Economists, vol. 45(S1), pages 39-52, November.
    7. Smaïl Amghrous & Damien Rousselière, 2019. "L’implication des agriculteurs dans les coopératives dans un pays en transition vers une économie de marché : Une application aux coopératives agricoles de services algériennes," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 31(4), pages 724-749, September.
    8. Dušanka Gajdić & Željka Mesić & Kristina Petljak, 2021. "Preliminary Research about Producers’ Perceptions of Relationship Quality with Retailers in the Supply Chain of Organic Food Products in Croatia," Sustainability, MDPI, vol. 13(24), pages 1-41, December.
    9. Bobojonov, Ihtiyor & Teuber, Ramona & Hasanov, Shavkat & Urutyan, Vardan & Glauben, Thomas, 2016. "Farmers’ export market participation decisions in transition economies: a comparative study between Armenia and Uzbekistan," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 3(1), pages 25-35.
    10. Hisatoshi Hoken & Qun Su, 2018. "Measuring the effect of agricultural cooperatives on household income: Case study of a rice‐producing cooperative in China," Agribusiness, John Wiley & Sons, Ltd., vol. 34(4), pages 831-846, October.
    11. Samuel Ahado & Levan Chkhvirkia & Jiri Hejkrlik, 2022. "Is the Success of Rural Cooperatives Conditioned by the Group Characteristics and Their Value Chain? Evidence from New Farmer Groups in Georgia," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(2), pages 677-702, April.
    12. Moustier, P., 2018. "Are dragon-head companies heading agricultural development in China? The case of apple chains," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 276037, International Association of Agricultural Economists.
    13. Shiladitya Dey & Piyush K. Singh, 2023. "Role of market participation on smallholder vegetable farmers' wellbeing: Evidence from matching approach in Eastern India," Agribusiness, John Wiley & Sons, Ltd., vol. 39(4), pages 1217-1237, October.
    14. Alemu, Abebe Ejigu & Adesina, Jimi, 2015. "Effects of cooperatives and contracts on rural income and production in the dairy supply chains: Evidence from Northern Ethiopia," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 10(4), pages 1-16, December.
    15. Bhanot, Disha & Kathuria, Vinish & Das, Debabrata, 2021. "Can institutional innovations in agri-marketing channels alleviate distress selling? Evidence from India," World Development, Elsevier, vol. 137(C).
    16. Carlos Omar Trejo-Pech & Roselia Servín-Juárez & Álvaro Reyes-Duarte, 2023. "What sets cooperative farmers apart from non-cooperative farmers? A transaction cost economics analysis of coffee farmers in Mexico," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 11(1), pages 1-24, December.
    17. Kumse, Kaittisak & Suzuki, Nobuhiro & Sato, Takeshi & Demont, Matty, 2021. "The spillover effect of direct competition between marketing cooperatives and private intermediaries: Evidence from the Thai rice value chain," Food Policy, Elsevier, vol. 101(C).
    18. Adu-Gyamfi Poku & Regina Birner & Saurabh Gupta, 2018. "Making Contract Farming Arrangements Work in Africa’s Bioeconomy: Evidence from Cassava Outgrower Schemes in Ghana," Sustainability, MDPI, vol. 10(5), pages 1-21, May.
    19. Watanabe, Mariko, 2016. "Does market upgrading benefit farmers? : market differentiation, contract farming, and professional cooperatives in China's pork processing industry," IDE Discussion Papers 612, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    20. Feifei Chen & Zhigang Xu & Yufeng Luo, 2023. "False prosperity: Rethinking government support for farmers’ cooperatives in China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 905-920, September.

    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:jagris:v:12:y:2022:i:9:p:1441-:d:912538. 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.