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A Case Study of a Digital Data Platform for the Agricultural Sector: A Valuable Decision Support System for Small Farmers

Author

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  • Juan D. Borrero

    (Agricultural Economics Research Group, Department of Management and Marketing, University of Huelva, 21002 Huelva, Spain)

  • Jesús Mariscal

    (Agricultural Economics Research Group, Department of Management and Marketing, University of Huelva, 21002 Huelva, Spain)

Abstract

New players are entering the new and important digital data market for agriculture, increasing power asymmetries and reinforcing their competitive advantages. Although the farmer remains at the heart of agricultural data collection, to date, only a few farmers participate in data platforms. Despite this, more and more decision support systems (DSSs) tools are used in agriculture, and digital platforms as data aggregators could be useful technologies for helping farmers make better decisions. However, as these systems develop, the efficiency of these platforms becomes more challenging (sharing, ownership, governance, and transparency). In this paper, we conduct a case study for an accessible and scalable digital data platform that is focused on adding value to smallholders. The case study research is based on meta-governance theory and multidimensional multilayered digital platform architecture, to determine platform governance and a data development model for the Andalusian (Spain) fruit and vegetable sector. With the information obtained from the agents of this sector, a digital platform called farmdata was designed, which connects to several regional and national, and public and private databases, aggregating data and providing tools for decision making. Results from the interviews reflect the farmer’s interests in participating in a centralized cloud data platform, preferably one that is managed by a university, but also with attention being paid toward security and transparency, as well as providing added value. As for future directions, we propose further research on how the benefits should be distributed among end users, as well as for the study of a distributed model through blockchain.

Suggested Citation

  • Juan D. Borrero & Jesús Mariscal, 2022. "A Case Study of a Digital Data Platform for the Agricultural Sector: A Valuable Decision Support System for Small Farmers," Agriculture, MDPI, vol. 12(6), pages 1-15, May.
    • Handle: RePEc:gam:jagris:v:12:y:2022:i:6:p:767-:d:825844
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    1. Regina Birner & Thomas Daum & Carl Pray, 2021. "Who drives the digital revolution in agriculture? A review of supply‐side trends, players and challenges," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(4), pages 1260-1285, December.
    2. Amrit Tiwana & Benn Konsynski & Ashley A. Bush, 2010. "Research Commentary ---Platform Evolution: Coevolution of Platform Architecture, Governance, and Environmental Dynamics," Information Systems Research, INFORMS, vol. 21(4), pages 675-687, December.
    3. Caillaud, Bernard & Jullien, Bruno, 2003. "Chicken & Egg: Competition among Intermediation Service Providers," RAND Journal of Economics, The RAND Corporation, vol. 34(2), pages 309-328, Summer.
    4. Helfat, Constance E. & Raubitschek, Ruth S., 2018. "Dynamic and integrative capabilities for profiting from innovation in digital platform-based ecosystems," Research Policy, Elsevier, vol. 47(8), pages 1391-1399.
    5. Calogero Carletto, 2021. "Better data, higher impact: improving agricultural data systems for societal change [Correlated non-classical measurement errors, ‘second best’ policy inference, and the inverse size-productivity r," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 48(4), pages 719-740.
    6. Charles I. Jones & Christopher Tonetti, 2020. "Nonrivalry and the Economics of Data," American Economic Review, American Economic Association, vol. 110(9), pages 2819-2858, September.
    7. Fleming, Euan & Griffith, Garry & Mounter, Stuart & Baker, Derek, 2018. "Consciously Pursued Joint Action: Agricultural and Food Value Chains as Clubs," International Journal on Food System Dynamics, International Center for Management, Communication, and Research, vol. 9(2), March.
    8. Elinor Benami & Michael R. Carter, 2021. "Can digital technologies reshape rural microfinance? Implications for savings, credit, & insurance," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(4), pages 1196-1220, December.
    9. Fleming, Euan & Griffith, Garry & Mounter, Stuart & Baker, Derek, 2018. "Consciously Pursued Joint Action: Agricultural and Food Value Chains as Clubs," 2018 International European Forum (163rd EAAE Seminar), February 5-9, 2018, Innsbruck-Igls, Austria 276879, International European Forum on System Dynamics and Innovation in Food Networks.
    10. Fielke, Simon & Taylor, Bruce & Jakku, Emma, 2020. "Digitalisation of agricultural knowledge and advice networks: A state-of-the-art review," Agricultural Systems, Elsevier, vol. 180(C).
    11. Daum, Thomas & Villalba, Roberto & Anidi, Oluwakayode & Mayienga, Sharon Masakhwe & Gupta, Saurabh & Birner, Regina, 2021. "Uber for tractors? Opportunities and challenges of digital tools for tractor hire in India and Nigeria," World Development, Elsevier, vol. 144(C).
    12. de Reuver, Mark & Sørensen, Carsten & Basole, Rahul C., 2018. "The digital platform: a research agenda," LSE Research Online Documents on Economics 80669, London School of Economics and Political Science, LSE Library.
    13. Madeline Turland & Peter Slade, 2020. "Farmers' willingness to participate in a big data platform," Agribusiness, John Wiley & Sons, Ltd., vol. 36(1), pages 20-36, January.
    14. Bruno Basso & John Antle, 2020. "Digital agriculture to design sustainable agricultural systems," Nature Sustainability, Nature, vol. 3(4), pages 254-256, April.
    15. Christiaensen, Luc & Rutledge, Zachariah & Taylor, J. Edward, 2021. "Viewpoint: The future of work in agri-food," Food Policy, Elsevier, vol. 99(C).
    16. Susan Athey & Christian Catalini & Catherine Tucker, 2017. "The Digital Privacy Paradox: Small Money, Small Costs, Small Talk," NBER Working Papers 23488, National Bureau of Economic Research, Inc.
    17. Tianyu Qin & Lijun Wang & Yanxin Zhou & Liyue Guo & Gaoming Jiang & Lei Zhang, 2022. "Digital Technology-and-Services-Driven Sustainable Transformation of Agriculture: Cases of China and the EU," Agriculture, MDPI, vol. 12(2), pages 1-16, February.
    18. Tan Wang & Xianbao Xu & Cong Wang & Zhen Li & Daoliang Li, 2021. "From Smart Farming towards Unmanned Farms: A New Mode of Agricultural Production," Agriculture, MDPI, vol. 11(2), pages 1-26, February.
    19. Wysel, Matthew & Baker, Derek & Billingsley, William, 2021. "Data sharing platforms: How value is created from agricultural data," Agricultural Systems, Elsevier, vol. 193(C).
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