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Who drives the digital revolution in agriculture? A review of supply‐side trends, players and challenges

Author

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  • Regina Birner
  • Thomas Daum
  • Carl Pray

Abstract

Digital agriculture offers far‐reaching opportunities for accelerating agricultural transformation. Based on empirical evidence and guided by economic theory, this study shows that digital agriculture is driven by private firms, including established input firms and global software firms and start‐ups that are new to agriculture. Although there are concerns that digital agriculture will enhance the market power of large agribusiness enterprises and increase the digital divide, a combination of new actors and public action can help accelerate the supply of digital agricultural technology, manage threats of market concentration, and harness the opportunities of digital agriculture for all.

Suggested Citation

  • 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.
  • Handle: RePEc:wly:apecpp:v:43:y:2021:i:4:p:1260-1285
    DOI: 10.1002/aepp.13145
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    References listed on IDEAS

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    1. Bruno Basso & John Antle, 2020. "Digital agriculture to design sustainable agricultural systems," Nature Sustainability, Nature, vol. 3(4), pages 254-256, April.
    2. 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.
    3. Richard D. Smart & Matthias Blum & Justus Wesseler, 2017. "Trends in Approval Times for Genetically Engineered Crops in the United States and the European Union," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(1), pages 182-198, February.
    4. repec:wbk:wboper:31804 is not listed on IDEAS
    5. repec:wbk:wbpubs:32436 is not listed on IDEAS
    6. Adu-Baffour, Ferdinand & Daum, Thomas & Birner, Regina, 2019. "Can small farms benefit from big companies’ initiatives to promote mechanization in Africa? A case study from Zambia," Food Policy, Elsevier, vol. 84(C), pages 133-145.
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