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Does Internet and Information Technology Help Farmers to Maximize Profit: A Cross-Sectional Study of Apple Farmers in Shandong, China

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  • Fuhong Zhang

    (School of Economics and Management, Shandong Agricultural University, Tai’an 271018, China
    These authors equally contributed to the work.)

  • Apurbo Sarkar

    (College of Economics & Management, Northwest A & F University, Yangling 712100, China
    These authors equally contributed to the work.)

  • Hongyu Wang

    (College of Economics & Management, Northwest A & F University, Yangling 712100, China)

Abstract

The adoption of Internet and Information Technology (IIT) in organizations has been growing at a staggering pace. In agriculture, IIT has emerged from the prospects of modern agricultural structure, which profoundly bring revolution in the way of agribusiness. While the impacts of IIT for selecting productive sales and marketing channels is evidenced by the substantial literature in the field, there is a crucial research scope of inclusive analytical views, especially in an economics context. The prime objective of the article is to assess the impacts of IIT for choosing a productive sales and marketing channel. Moreover, we tend to find whether the usage of IIT can eventually foster the profitability of the farmers. The empirical set of data is collected from a cross-sectional survey conducted in Shandong province, China. We utilize the Ordinary Least-Squares (OLS) regression, propensity score matching (PSM), and Heckman’s two-stage regression approaches to craft the findings. The greater extent of the use of IIT, the more significant and positive the impact of agricultural income is. After using the Heckman regression and PSM model, IIT’s use significantly increases the efficiency for selecting the sales channel, and the impact on agricultural income is also prominent (around 40%). We also find that the supporting and nonagricultural income exceeded 30%. Finally, the outcomes of the study reveal significant positive impacts for selecting productive sales and marketing channels. On the basis of these findings, it is suggested that the government and relevant departments should strengthen the construction of agricultural information platforms and websites. Authorities should also extend the training facilities of fruit farmers regarding the use of IIT, which could be useful to boost the capability of fruit farmers to develop markets and promote the value chain.

Suggested Citation

  • Fuhong Zhang & Apurbo Sarkar & Hongyu Wang, 2021. "Does Internet and Information Technology Help Farmers to Maximize Profit: A Cross-Sectional Study of Apple Farmers in Shandong, China," Land, MDPI, vol. 10(4), pages 1-18, April.
  • Handle: RePEc:gam:jlands:v:10:y:2021:i:4:p:390-:d:532661
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    as
    1. Fischer, Elisabeth & Qaim, Matin, 2012. "Linking Smallholders to Markets: Determinants and Impacts of Farmer Collective Action in Kenya," World Development, Elsevier, vol. 40(6), pages 1255-1268.
    2. Shimamoto, Daichi & Yamada, Hiroyuki & Gummert, Martin, 2015. "Mobile phones and market information: Evidence from rural Cambodia," Food Policy, Elsevier, vol. 57(C), pages 135-141.
    3. Kiiza, Barnabas & Pederson, Glenn, 2012. "ICT-based market information and adoption of agricultural seed technologies: Insights from Uganda," Telecommunications Policy, Elsevier, vol. 36(4), pages 253-259.
    4. Bunte, Frank H.J., 2009. "Thought for Food: The impact of ICT on agribusiness," 113th Seminar, September 3-6, 2009, Chania, Crete, Greece 57989, European Association of Agricultural Economists.
    5. Jerzy Michalek, 2012. "Counterfactual impact evaluation of EU rural development programmes - Propensity Score Matching methodology applied to selected EU Member States. Volume 2: A regional approach," JRC Research Reports JRC72060, Joint Research Centre.
    6. Okello, Julius J. & Kirui, Oliver K. & Gitonga, Zachary M. & Njiraini, Georgina W. & Nzuma, Jonathan M., 2014. "Determinants of Awareness and Use ICT-based Market Information Services in Developing-Country Agriculture: The Case of Smallholder Farmers in Kenya," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 53(3), pages 1-20, August.
    7. Ljutić, B. Ž. & Đurđević, D. & Đorđević, Z. & Damnjanovic, A., . "Serbian Large Agribusiness Corporations Knocking at the Door of E-Agribusiness Revolution," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 8(2), pages 1-9.
    8. Giacomo Zanello, 2012. "Mobile Phones and Radios: Effects on Transactions Costs and Market Participation for Households in Northern Ghana," Journal of Agricultural Economics, Wiley Blackwell, vol. 63(3), pages 694-714, September.
    9. Berger, Thomas, 2001. "Agent-based spatial models applied to agriculture: a simulation tool for technology diffusion, resource use changes and policy analysis," Agricultural Economics, Blackwell, vol. 25(2-3), pages 245-260, September.
    10. Kit Chi Chung & Pauline Fleming & Euan Fleming, 2013. "The impact of information and communication technology on international trade in fruit and vegetables in APEC," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 27(2), pages 117-130, November.
    11. van der Lee, Jan & Oosting, Simon & Klerkx, Laurens & Opinya, Felix & Bebe, Bockline Omedo, 2020. "Effects of proximity to markets on dairy farming intensity and market participation in Kenya and Ethiopia," Agricultural Systems, Elsevier, vol. 184(C).
    12. J. R. Minkoua Nzie & J. C. Bidogeza & Nkwah Azinwi Ngum, 2018. "Mobile Phone Use, Transaction Costs, and Price: Evidence from Rural Vegetable Farmers in Cameroon," Journal of African Business, Taylor & Francis Journals, vol. 19(3), pages 323-342, July.
    13. de Janvry, Alain & Sadoulet, Elisabeth, 2020. "Using agriculture for development: Supply- and demand-side approaches," World Development, Elsevier, vol. 133(C).
    14. Muto, Megumi & Yamano, Takashi, 2009. "The Impact of Mobile Phone Coverage Expansion on Market Participation: Panel Data Evidence from Uganda," World Development, Elsevier, vol. 37(12), pages 1887-1896, December.
    15. Mittal, Surabhi, 2012. "Modern ICT for Agricultural Development and Risk Management in Smallholder Agriculture in India," Socioeconomics Program Working Papers 147107, CIMMYT: International Maize and Wheat Improvement Center.
    16. 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.
    17. Alemayehu Molla & Konrad Peszynski & Siddhi Pittayachawan, 2010. "The Use of E-Business in Agribusiness: Investigating the Influence of E-Readiness and OTE Factors," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 13(1), pages 56-78, January.
    18. S. Trevis Certo & John R. Busenbark & Hyun‐soo Woo & Matthew Semadeni, 2016. "Sample selection bias and Heckman models in strategic management research," Strategic Management Journal, Wiley Blackwell, vol. 37(13), pages 2639-2657, December.
    19. Nirvikar Singh, 2008. "Transaction costs, information technology and development," Indian Growth and Development Review, Emerald Group Publishing Limited, vol. 1(2), pages 212-236, September.
    20. 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.
    21. Awudu Abdulai & Wallace E. Huffman, 2005. "The Diffusion of New Agricultural Technologies: The Case of Crossbred-Cow Technology in Tanzania," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(3), pages 645-659.
    22. Jialing Yu & Jian Wu, 2018. "The Sustainability of Agricultural Development in China: The Agriculture–Environment Nexus," Sustainability, MDPI, vol. 10(6), pages 1-17, May.
    23. Henderson, Jason R. & Akridge, Jay T. & Dooley, Frank J., 2006. "Internet and e-Commerce Use by Agribusiness Firms: 2004," Journal of Agribusiness, Agricultural Economics Association of Georgia, vol. 24(01), pages 1-23.
    24. Heidi Kaila & Finn Tarp, 2019. "Can the Internet improve agricultural production? Evidence from Viet Nam," Agricultural Economics, International Association of Agricultural Economists, vol. 50(6), pages 675-691, November.
    25. Nyaga, Elizabeth Kabura, 2012. "Is ICT in Agricultural Extension Feasible in Enhancing Marketing of Agricultural Produce in Kenya: A Case of Kiambu District," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 51(3), pages 1-12, August.
    26. Patrick Puhani, 2000. "The Heckman Correction for Sample Selection and Its Critique," Journal of Economic Surveys, Wiley Blackwell, vol. 14(1), pages 53-68, February.
    27. Singh, Nirvikar, 2004. "Transaction Costs, Information Technology and Development," Santa Cruz Department of Economics, Working Paper Series qt1460z68n, Department of Economics, UC Santa Cruz.
    28. Min, Shi & Liu, Min & Huang, Jikun, 2020. "Does the application of ICTs facilitate rural economic transformation in China? Empirical evidence from the use of smartphones among farmers," Journal of Asian Economics, Elsevier, vol. 70(C).
    29. Zhu, Xiaoke & Hu, Ruifa & Zhang, Chao & Shi, Guanming, 2021. "Does Internet use improve technical efficiency? Evidence from apple production in China," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    30. 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.
    31. Singh, Nirvikar, 2004. "Transaction Costs, Information Technology and Development," Santa Cruz Center for International Economics, Working Paper Series qt3wq7n6nq, Center for International Economics, UC Santa Cruz.
    32. Eduardo Nakasone & Maximo Torero & Bart Minten, 2014. "The Power of Information: The ICT Revolution in Agricultural Development," Annual Review of Resource Economics, Annual Reviews, vol. 6(1), pages 533-550, October.
    33. Singh, Nirvikar, 2004. "Transaction Costs, Information Technology and Development," Santa Cruz Department of Economics, Working Paper Series qt3wq7n6nq, Department of Economics, UC Santa Cruz.
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