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The Role of FAIR Data towards Sustainable Agricultural Performance: A Systematic Literature Review

Author

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  • Basharat Ali

    (Centre for eResearch and Digital Innovation (CeRDI), Greenhill Enterprise Centre Ballarat Technology Park, Federation University, Mount Helen, VIC 3350, Australia
    Food Agility Cooperative Research Centre, Ultimo, NSW 2007, Australia)

  • Peter Dahlhaus

    (Centre for eResearch and Digital Innovation (CeRDI), Greenhill Enterprise Centre Ballarat Technology Park, Federation University, Mount Helen, VIC 3350, Australia
    Food Agility Cooperative Research Centre, Ultimo, NSW 2007, Australia)

Abstract

Feeding a growing global population requires improving agricultural production in the face of multidimensional challenges; and digital agriculture is increasingly seen as a strategy for better decision making. Agriculture and agricultural supply chains are increasingly reliant on data, including its access and provision from the farm to the consumer. Far-reaching data provision inevitably needs the adoption of FAIR (Findable, Accessible, Interoperable, and Reusable) that offer data originators and depository custodians with a set of guidelines to safeguard a progressive data availability and reusability. Through a systematic literature review it is apparent that although FAIR data principles can play a key role in achieving sustainable agricultural operational and business performance, there are few published studies on how they have been adopted and used. The investigation examines: (1) how FAIR data assimilate with the sustainability framework; and (2) whether the use of FAIR data by the agriculture industry, has an impact on agricultural performance. The work identifies a social science research gap and suggests a method to guide agriculture practitioners in identifying the specific barriers in making their data FAIR. By troubleshooting the barriers, the value propositions of adopting FAIR data in agriculture can be better understood and addressed.

Suggested Citation

  • Basharat Ali & Peter Dahlhaus, 2022. "The Role of FAIR Data towards Sustainable Agricultural Performance: A Systematic Literature Review," Agriculture, MDPI, vol. 12(2), pages 1-17, February.
  • Handle: RePEc:gam:jagris:v:12:y:2022:i:2:p:309-:d:754730
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    References listed on IDEAS

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    1. Capmourteres, Virginia & Adams, Justin & Berg, Aaron & Fraser, Evan & Swanton, Clarence & Anand, Madhur, 2018. "Precision conservation meets precision agriculture: A case study from southern Ontario," Agricultural Systems, Elsevier, vol. 167(C), pages 176-185.
    2. Milovanović, Slavoljub, 2014. "The Role And Potential Of Information Technology In Agricultural Improvement," Economics of Agriculture, Institute of Agricultural Economics, vol. 61(2), pages 1-15, June.
    3. Joshua C. Teitelbaum & Kathryn Zeiler (ed.), 2018. "Research Handbook on Behavioral Law and Economics," Books, Edward Elgar Publishing, number 14176.
    4. Kusunose, Yoko & Mahmood, Rezaul, 2016. "Imperfect forecasts and decision making in agriculture," Agricultural Systems, Elsevier, vol. 146(C), pages 103-110.
    5. David Moher & Alessandro Liberati & Jennifer Tetzlaff & Douglas G Altman & The PRISMA Group, 2009. "Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-6, July.
    6. Alfons Weersink & Evan Fraser & David Pannell & Emily Duncan & Sarah Rotz, 2018. "Opportunities and Challenges for Big Data in Agricultural and Environmental Analysis," Annual Review of Resource Economics, Annual Reviews, vol. 10(1), pages 19-37, October.
    7. Vincent Whitelock, 2018. "Business analytics and firm performance: role of structured financial statement data," Journal of Business Analytics, Taylor & Francis Journals, vol. 1(2), pages 81-92, July.
    8. 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.
    9. Ingram, Julie & Maye, Damian & Bailye, Clive & Barnes, Andrew & Bear, Christopher & Bell, Matthew & Cutress, David & Davies, Lynfa & de Boon, Auvikki & Dinnie, Liz & Gairdner, Julian & Hafferty, Caitl, 2022. "What are the priority research questions for digital agriculture?," Land Use Policy, Elsevier, vol. 114(C).
    10. Mariola Acosta & Margit van Wessel & Severine van Bommel & Edidah L. Ampaire & Jennifer Twyman & Laurence Jassogne & Peter H. Feindt, 2020. "What does it Mean to Make a ‘Joint’ Decision? Unpacking Intra-household Decision Making in Agriculture: Implications for Policy and Practice," Journal of Development Studies, Taylor & Francis Journals, vol. 56(6), pages 1210-1229, June.
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    Cited by:

    1. Basharat Ali & Peter Dahlhaus, 2022. "Roles of Selective Agriculture Practices in Sustainable Agricultural Performance: A Systematic Review," Sustainability, MDPI, vol. 14(6), pages 1-15, March.
    2. Gniewko Niedbała & Sebastian Kujawa, 2023. "Digital Innovations in Agriculture," Agriculture, MDPI, vol. 13(9), pages 1-10, August.
    3. Antonella Samoggia & Zeynep Beyhan, 2022. "Fairness-Enabling Practices in Agro-Food Chain," Sustainability, MDPI, vol. 14(11), pages 1-24, May.
    4. Rachel Opitz & Philippe De Smedt & Victorino Mayoral-Herrera & Stefano Campana & Marco Vieri & Eamonn Baldwin & Carolina Perna & Daniele Sarri & Jeroen Verhegge, 2023. "Practicing Critical Zone Observation in Agricultural Landscapes: Communities, Technology, Environment and Archaeology," Land, MDPI, vol. 12(1), pages 1-20, January.

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