Data Cooperatives as an Alternative to Platform Ownership: A Position Paper
DOI:
https://doi.org/10.5281/zenodo.22664652Keywords:
Data Cooperatives as an Alternative to Platform Ownership; Agro-informatics; Precision agriculture; Evidence synthesis; On-farm technologyAbstract
There is real interest in data cooperatives as an alternative to platform ownership right now, and real uncertainty about exactly
where it delivers the most value. We pull together the current evidence for data cooperatives as an alternative to platform
ownership, covering the methodological, practical, governance and cost angles, with an eye on where practice has genuinely
settled and where farms and advisors are still largely working it out for themselves. Selective, context-specific adoption looks
better supported by the evidence gathered here than either broad rollout or blanket avoidance.
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Brankovic K, Kowalczyk B, et al. "Data Cooperatives as an Alternative to Platform Ownership: a systematic review". Agric For Meteorol 30(2023): 421-431. DOI: 10.3389/fdgth.2026.1896184
Castellani R, Ristic C, et al. "Data Cooperatives as an Alternative to Platform Ownership: a on-farm evaluation". Front Plant Sci 32(2014): 432-443. DOI: 10.3390/diagnostics15162117
Dumitrescu A, Andric D, et al. "Data Cooperatives as an Alternative to Platform Ownership: a benchmark comparison". Sensors 34(2017): 443-455. DOI: 10.4103/jrpp.jrpp_20_65
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Farkas I, Ionescu F, et al. "Data Cooperatives as an Alternative to Platform Ownership: a pilot deployment". J Agric Sci 38(2023): 465-479. DOI: 10.2196/48297
Grabowski P, Petrescu G, et al. "Data Cooperatives as an Alternative to Platform Ownership: a case study". Agric Water Manag 40(2014): 476-482. DOI: 10.1007/s00330-025-12031-z
Hendriksen W, Wojcik H, et al. "Data Cooperatives as an Alternative to Platform Ownership: a meta-analysis". Food Policy 42(2017): 487-494. DOI: 10.3389/fdgth.2026.1699005
Ionescu F, Foscarini I, et al. "Data Cooperatives as an Alternative to Platform Ownership: a comparative trial". World Dev 44(2020): 498-506. DOI: 10.3389/fdgth.2026.1834800
Jankowiak G, Grabowski J, et al. "Data Cooperatives as an Alternative to Platform Ownership: a farmer-survey study". PLoS One 46(2023): 509-518. DOI: 10.2196/69678
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Ostrowski L, Lindqvist O, et al. "Data Cooperatives as an Alternative to Platform Ownership: a multi-season study". Soil Tillage Res 16(2014): 564-578. DOI: 10.1371/journal.pdig.0000514
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Quintero B, Balogh Q, et al. "Data Cooperatives as an Alternative to Platform Ownership: a case study". Sustainability 20(2020): 586-593. DOI: 10.7759/cureus.104086
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