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Research Article

The role of public policies in the digitalisation of the agri-food sector. A systematic review

ORCID Icon, ORCID Icon & ORCID Icon
Pages 217-248 | Received 06 Jan 2022, Accepted 10 Nov 2022, Published online: 24 Nov 2022

References

  • Adamashvili, N., Fiore, M., Contò, F., & La Sala, P. (2020). Ecosystem for successful agriculture. collaborative approach as a driver for agricultural development. European Countryside, 12(2), 242–256. https://doi.org/10.2478/euco-2020-0014
  • Antle, J. M. (2019). Data, economics and computational agricultural science. American Journal of Agricultural Economics, 101(2), 365–382. https://doi.org/10.1093/ajae/aay103
  • Avaria, R. W. C. (2020). Searching for sustainability in the digital agriculture debate: An alternative approach for a systemic transition. Teknokultura: Revista De Cultura Digital Y Movimientos Sociales, 17(2), 225–238. https://doi.org/10.5209/TEKN.69475
  • Barrett, H., & Rose, D. C. (2020). Perceptions of the fourth agricultural revolution: What’s in, What’s out, and what consequences are anticipated? Sociologia Ruralis. https://doi.org/10.1111/soru.12324
  • Bellon-Maurel, V., & Huyghe, C. (2017). Putting agricultural equipment and digital technologies at the cutting edge of agroecology. OCL - Oilseeds and Fats, Crops and Lipids, 24(3). https://doi.org/10.1051/ocl/2017028
  • Birner, R., Daum, T., & Pray, C. (2021). Who drives the digital revolution in agriculture? A review of supply-side trends, players and challenges. Applied Economic Perspectives and Policy, 43, 1260–1285. doi:10.1002/aepp.13145.
  • Boaz, A., Ashby, D., & Young, K. (2002). Systematic reviews: What have they got to offer evidence based policy and practice? (ESRC UK Centre for Evidence Based Policy and Practice.
  • Borrás, S., & Edler, J. (2020). The roles of the state in the governance of socio-technical systems’ transformation. Research Policy, 49(5), 103971. https://doi.org/10.1016/j.respol.2020.103971
  • Bowen, R., & Morris, W. (2019). The digital divide: Implications for agribusiness and entrepreneurship. lessons from wales. Journal of Rural Studies, 72, 75–84. https://doi.org/10.1016/j.jrurstud.2019.10.031
  • Bronson, K. (2018). Smart farming: Including rights holders for responsible agricultural innovation. Technology Innovation Management Review, 8(2), 7–14. http://doi.org/10.22215/timreview/1135
  • Bronson, K. (2019). Looking through a responsible innovation lens at uneven engagements with digital farming. NJAS - Wageningen Journal of Life Sciences, 90–91. https://doi.org/10.1016/j.njas.2019.03.001
  • Bucci, G., Bentivoglio, D., & Finco, A. (2018). Precision agriculture as a driver for sustainable farming systems: State of art in literature and research. Quality - Access to Success, 19(S1), 114–121.
  • Busse, M., Doernberg, A., Siebert, R., Kuntosch, A., Schwerdtner, W., König, B., & Bokelmann, W. (2014). Innovation mechanisms in German precision farming. Precision Agriculture, 15(4), 403–426. https://doi.org/10.1007/s11119-013-9337-2
  • Carmela Annosi, M., Brunetta, F., Capo, F., & Heideveld, L. (2020). Digitalization in the agri-food industry: The relationship between technology and sustainable development. Management Decision, 58(8), 1737–1757. https://doi.org/10.1108/MD-09-2019-1328
  • Chuang, J., Wang, J., & Liou, Y. (2020). Farmers’ knowledge, attitude, and adoption of smart agriculture technology in Taiwan. International Journal of Environmental Research and Public Health, 17(19), 1–8. https://doi.org/10.3390/ijerph17197236
  • Copa-Cogeca. (2016). Main Principles Underpinning the Collection, Use and Exchange of Agricultural Data. https://ec.europa.eu/futurium/en/system/files/ged/main_principles_underpinning_the_collection_use_and_exchange_of_agricultural_data_.pdf
  • Davies, H. T. O., & Crombie, I. K. (1998). Getting to grips with systematic reviews and meta-analyses. Hospital Medicine, 59(12), 955–958. www.scopus.com
  • Devitt, S. K., Baxter, P. W. J., & Hamilton, G. (2019). The ethics of biosurveillance. Journal of Agricultural and Environmental Ethics, 32(5–6), 709–740. https://doi.org/10.1007/s10806-019-09775-2
  • Eastwood, C., Klerkx, L., & Nettle, R. (2017). Dynamics and distribution of public and private research and extension roles for technological innovation and diffusion: Case studies of the implementation and adaptation of precision farming technologies. Journal of Rural Studies, 49, 1–12. https://doi.org/10.1016/j.jrurstud.2016.11.008
  • Ehlers, M.-H., Finger, R., El Benni, N., Gocht, A., Sørensen, C. A. G., Gusset, M., Pfeifer, C., Poppe, K., Regan, Á., Rose, D. C., Wolfert, S., & Huber, R. (2022). Scenarios for European agricultural policymaking in the era of digitalisation. Agricultural Systems, 196, 103318. https://doi.org/10.1016/j.agsy.2021.103318
  • Ehlers, M.-H., Huber, R., & Finger, R. (2021). Agricultural policy in the era of digitalisation. Food Policy, 100, 102019. https://doi.org/10.1016/j.foodpol.2020.102019
  • Elijah, O., Rahman, T. A., Orikumhi, I., Leow, C. Y., & Hindia, M. H. D. N. (2018). An overview of internet of things (IoT) and data analytics in agriculture: Benefits and challenges. IEEE Internet of Things Journal, 5(5), 3758–3773. https://doi.org/10.1109/JIOT.2018.2844296
  • European Commission. (2020a). Communication from the Commission to the European Parliament, the European Council, the Council, the European Economic and Social Committee of the Regions: A Farm to Fork Strategy for a fair, healthy and environmentally-friendly food system. https://ec.europa.eu/food/farm2fork_en
  • European Commission. (2020b). A European strategy for data. https://ec.europa.eu/info/strategy/priorities-2019-2024/europe-fit-digital-age/european-data-strategy_en#documents
  • Fielke, S., Garrard, R., Jakku, E., Fleming, A., Wiseman, L., & Taylor, B. M. (2019). Conceptualising the DAIS: Implications of the ‘Digitalisation of agricultural innovation systems’ on technology and policy at multiple levels. NJAS - Wageningen Journal of Life Sciences, 90–91. https://doi.org/10.1016/j.njas.2019.04.002
  • Fielke, S., Taylor, B., & Jakku, E. (2020). Digitalisation of agricultural knowledge and advice networks: A state-of-the-art review. Agricultural Systems, 180, 102763. https://doi.org/10.1016/j.agsy.2019.102763
  • Fleming, A., Jakku, E., Lim-Camacho, L., Taylor, B., & Thorburn, P. (2018). Is big data for big farming or for everyone? perceptions in the Australian grains industry. Agronomy for Sustainable Development, 38(3). https://doi.org/10.1007/s13593-018-0501-y
  • Freedom House. (2020). Freedom in the World 2020. https://freedomhouse.org/report/freedom-world
  • Galliano, D., & Roux, P. (2003). Spatial externalities, organisation of the firm and ICT adoption: The specificities of French agri-food firms. International Journal of Biotechnology, 5(3–4), 269–296. https://doi.org/10.1504/ijbt.2003.004098
  • Giua, C., Materia, V. C., & Camanzi, L. (2020). Management information system adoption at the farm level: Evidence from the literature. British Food Journal. https://doi.org/10.1108/BFJ-05-2020-0420
  • Groher, T., Heitkämper, K., Walter, A., Liebisch, F., & Umstätter, C. (2020). Status quo of adoption of precision agriculture enabling technologies in Swiss plant production. Precision Agriculture, 21(6), 1327–1350. https://doi.org/10.1007/s11119-020-09723-5
  • Higgins, J. P., & Green, S. (2008). Cochrane handbook for systematic reviews of interventions: Cochrane book series. Cochrane Handbook for Systematic Reviews of Interventions: Cochrane Book Series, 1–649. www.scopus.com
  • Ingram, J., & Maye, D. (2020). What are the implications of digitalisation for agricultural knowledge? Frontiers in Sustainable Food Systems, 4. https://doi.org/10.3389/fsufs.2020.00066
  • SAPEA. (2020). Science Advice for policy by European Academies (SAPEA): A Sustainable Food System for the European Union. 2020. https://doi.org/10.26356/sustainablefood
  • Jakku, E., Taylor, B., Fleming, A., Mason, C., Fielke, S., Sounness, C., & Thorburn, P. (2019). “If they don’t tell us what they do with it, why would we trust them?” trust, transparency and benefit-sharing in smart farming. NJAS - Wageningen Journal of Life Sciences, 90–91. https://doi.org/10.1016/j.njas.2018.11.002
  • Klerkx, L., & Begemann, S. (2020). Supporting food systems transformation: The what, why, who, where and how of mission-oriented agricultural innovation systems. Agricultural Systems, 184, 102901. https://doi.org/10.1016/j.agsy.2020.102901
  • Klerkx, L., & Rose, D. (2020). Dealing with the game-changing technologies of agriculture 4.0: How do we manage diversity and responsibility in food system transition pathways? Global Food Security, 24, 100347. https://doi.org/10.1016/j.gfs.2019.100347
  • Klerkx, L., Jakku, E., & Labarthe, P. (2019). A review of social science on digital agriculture, smart farming and agriculture 4.0: New contributions and a future research agenda. NJAS - Wageningen Journal of Life Sciences, 90–91. https://doi.org/10.1016/j.njas.2019.100315
  • Knierim, A., Kernecker, M., Erdle, K., Kraus, T., Borges, F., & Wurbs, A. (2019). Smart farming technology innovations – Insights and reflections from the German smart-AKIS hub. NJAS - Wageningen Journal of Life Sciences, 90–91. https://doi.org/10.1016/j.njas.2019.100314
  • Knuth, U., Amjath-Babu, T. S., & Knierim, A. (2018). Adoption of farm management systems for cross compliance – An empirical case in Germany. Journal of Environmental Management, 220, 109–117. https://doi.org/10.1016/j.jenvman.2018.04.087
  • Kritikos, M. (2017). Precision agriculture in Europe: Legal, social and ethical considerations. European Parliamentary Research Service. doi:10.2861/278.
  • Lajoie-O’Malley, A., Bronson, K., van der Burg, S., & Klerkx, L. (2020). The future(s) of digital agriculture and sustainable food systems: An analysis of high-level policy documents. Ecosystem Services, 45. https://doi.org/10.1016/j.ecoser.2020.101183
  • Lawson, L. G., Pedersen, S. M., Sørensen, C. G., Pesonen, L., Fountas, S., Werner, A., Oudshoorn, F. W., Herold, L., Chatzinikos, T., Kirketerp, I. M., & Blackmore, S. (2011). A four nation survey of farm information management and advanced farming systems: A descriptive analysis of survey responses. Computers and Electronics in Agriculture, 77(1), 7–20. https://doi.org/10.1016/j.compag.2011.03.002
  • Lesser, A. (2014). Big Data and Big agriculture. GigaOm Research.
  • Leviäkangas, P. (2016). Digitalisation of Finland’s transport sector. Technology in Society, 47 1–15. 10.1016/j.techsoc.2016.07.001 in Fielke, S., Taylor, B., & Jakku, E. (2020). Digitalisation of agricultural knowledge and advice networks: A state-of-the-art review. Agricultural Systems, 180. https://doi.org/10.1016/j.agsy.2019.102763
  • Li, Z., Taylor, J., Frewer, L., Zhao, C., Yang, G., Li, Z., Liu, Z., Gaulton, R., Wicks, D., Mortimer, H., Cheng, X., Yu, C., & Sun, Z. (2019). A comparative review of the state and advancement of site-specific crop management in the UK and China. Frontiers of Agricultural Science and Engineering, 6(2), 116–136. https://doi.org/10.15302/J-FASE-2018240
  • Lindblom, J., Lundström, C., Ljung, M., & Jonsson, A. (2017). Promoting sustainable intensification in precision agriculture: Review of decision support systems development and strategies. Precision Agriculture, 18(3), 309–331. https://doi.org/10.1007/s11119-016-9491-4
  • Lioutas, E. D., & Charatsari, C. (2020). Smart farming and short food supply chains: Are they compatible? Land Use Policy, 94, 104541. https://doi.org/10.1016/j.landusepol.2020.104541
  • Lombardo, S., Sarri, D., Vieri, M., & Baracco, G. (2018). Proposal for spaces of agrotechnology co-generation in marginal areas. Atti Della Societa Toscana Di Scienze Naturali, Memorie Serie B, 125, 19–24. https://doi.org/10.2424/ASTSN.M.2018.3
  • Michels, M., Fecke, W., Feil, J., Musshoff, O., Pigisch, J., & Krone, S. (2020). Smartphone adoption and use in agriculture: Empirical evidence from Germany. Precision Agriculture, 21(2), 403–425. https://doi.org/10.1007/s11119-019-09675-5
  • Munn, Z., Stern, C., Aromataris, E., Lockwood, C., & Jordan, Z. (2018). What kind of systematic review should i conduct? A proposed typology and guidance for systematic reviewers in the medical and health sciences. BMC Medical Research Methodology, 18(1). https://doi.org/10.1186/s12874-017-0468-4
  • Negula, I. D., Badea, A., Moise, C., & Poenaru, V. (2017). Earth observation satellite data in support of water management for agriculture. AgroLife, 6(2), 133–136.
  • Nelson, R., Coe, R., & Haussmann, B. I. G. (2019). Farmer research networks as a strategy for matching diverse options and contexts in smallholder agriculture. Experimental Agriculture, 55(S1), 125–144. https://doi.org/10.1017/S0014479716000454
  • Norton, G. W., & Alwang, J. (2020). Changes in agricultural extension and implications for farmer adoption of new practices. Applied Economic Perspectives and Policy, 42(1), 8–20. https://doi.org/10.1002/aepp.13008
  • OECD. (2019). Digital opportunities for better agricultural policies.
  • Pfeiffer, J., Gabriel, A., & Gandorfer, M. (2020). Understanding the public attitudinal acceptance of digital farming technologies: A nationwide survey in Germany. Agriculture and Human Values. https://doi.org/10.1007/s10460-020-10145-2
  • Pham, X., & Stack, M. (2018). How data analytics is transforming agriculture. Business Horizons, 61(1), 125–133. https://doi.org/10.1016/j.bushor.2017.09.011
  • Pigford, A. E., Hickey, G. M., & Klerkx, L. (2018). Beyond agricultural innovation systems? exploring an agricultural innovation ecosystems approach for niche design and development in sustainability transitions. Agricultural Systems, 164, 116–121. https://doi.org/10.1016/j.agsy.2018.04.007
  • Radulescuu, C. V., Popescu, M. L., Negescu, M., & Bodislav, A. (2019). Digital technologies applied in agriculture for sustainable development. European Journal of Sustainable Development, 8, 75–80. https://doi.org/10.14207/ejsd.2019.v8n5p75
  • Ratten, V. (2018). Social entrepreneurship through digital communication in farming. World Journal of Entrepreneurship Management and Sustainable Development, 14(1), 99–110. https://doi.org/10.1108/WJEMSD-07-2017-0045
  • Regan, Á. (2019). ‘Smart farming’ in Ireland: A risk perception study with key governance actors. NJAS - Wageningen Journal of Life Sciences, 90–91. https://doi.org/10.1016/j.njas.2019.02.003
  • Reichardt, M., & Jürgens, C. (2009). Adoption and future perspective of precision farming in Germany: Results of several surveys among different agricultural target groups. Precision Agriculture, 10(1), 73–94. https://doi.org/10.1007/s11119-008-9101-1
  • Relf-Eckstein, J. E., Ballantyne, A. T., & Phillips, P. W. B. (2019). Farming reimagined: A case study of autonomous farm equipment and creating an innovation opportunity space for broadacre smart farming. NJAS - Wageningen Journal of Life Sciences, 90–91. https://doi.org/10.1016/j.njas.2019.100307
  • Rijswijk, K., Klerkx, L., & Turner, J. A. (2019). Digitalisation in the New Zealand agricultural knowledge and innovation system: Initial understandings and emerging organisational responses to digital agriculture. NJAS - Wageningen Journal of Life Sciences, 90–91. https://doi.org/10.1016/j.njas.2019.100313
  • Rose, D. C., & Chilvers, J. (2018). Agriculture 4.0: Broadening responsible innovation in an era of smart farming. Frontiers in Sustainable Food Systems, 2. https://doi.org/10.3389/fsufs.2018.00087
  • Rose, D. C., Sutherland, W. J., Parker, C., Lobley, M., Winter, M., Morris, C., Twining, S., Ffoulkes, C., Amano, T., & Dicks, L. V. (2016). Decision support tools for agriculture: Towards effective design and delivery. Agricultural Systems, 149, 165–174. https://doi.org/10.1016/j.agsy.2016.09.009
  • Rotz, S., Duncan, E., Small, M., Botschner, J., Dara, R., Mosby, I., Reed, M., & Fraser, E. D. G. (2019). The politics of digital agricultural technologies: A preliminary review. Sociologia Ruralis, 59(2), 203–229. https://doi.org/10.1111/soru.12233
  • Schebesta, H., & Candel, J. J. L. (2020). Game-changing potential of the EU’s Farm to Fork Strategy. Nat Food, 1, 586–588. https://doi.org/10.1038/s43016-020-00166-9
  • Shepherd, M., Turner, J. A., Small, B., & Wheeler, D. (2020). Priorities for science to overcome hurdles thwarting the full promise of the ‘digital agriculture’ revolution. Journal of the Science of Food and Agriculture, 100(14), 5083–5092. https://doi.org/10.1002/jsfa.9346
  • Sørensen, C. G., Fountas, S., Nash, E., Pesonen, L., Bochtis, D., Pedersen, S. M., Basso, B., & Blackmore, S. B. (2010). Conceptual model of a future farm management information system. Computers and Electronics in Agriculture, 72(1), 37–47. https://doi.org/10.1016/j.compag.2010.02.003
  • Tiwari, S. P. (2008). Information and communication technology initiatives for knowledge sharing in agriculture. Indian Journal of Agricultural Sciences, 78(9), 737–747. www.scopus.com
  • Tranfield, D., Denyer, D., & Smart, P. (2003). Towards a methodology for developing evidence-informed management knowledge by means of systematic review. British Journal of Management, 14(3), 207–222. https://doi.org/10.1111/1467-8551.00375
  • Tzounis, A., Katsoulas, N., Bartzanas, T., & Kittas, C. (2017). Internet of things in agriculture, recent advances and future challenges. Biosystems Engineering, 164, 31–48. https://doi.org/10.1016/j.biosystemseng.2017.09.007
  • van der Burg, S., Bogaardt, M., & Wolfert, S. (2019). Ethics of smart farming: Current questions and directions for responsible innovation towards the future. NJAS - Wageningen Journal of Life Sciences, 90–91. https://doi.org/10.1016/j.njas.2019.01.001
  • von Braun, J., Gulati, A., & Kharas, H. (2017). Key policy actions for sustainable land and water use to serve people. Economics, 11. https://doi.org/10.5018/economics-ejournal.ja.2017-32
  • Wiseman, L., Sanderson, J., Zhang, A., & Jakku, E. (2019). Farmers and their data: An examination of farmers’ reluctance to share their data through the lens of the laws impacting smart farming. NJAS - Wageningen Journal of Life Sciences, 90–91. https://doi.org/10.1016/j.njas.2019.04.007
  • Wolfert, S., Ge, L., Verdouw, C., & Bogaardt, M. (2017). Big data in smart farming – A review. Agricultural Systems, 153, 69–80. https://doi.org/10.1016/j.agsy.2017.01.023
  • Wolfert, S., van Wassenaer, L., van der Burg, S., Ryan, M., Klerkx, L., Rijswijk, K., McCampbell, M., Athanasiadis, I., & Beers, G. (2021). Navigating the Twilight Zone: Pathways towards digital transformation of food systems. Wageningen University & Research.
  • Yoon, C., Lim, D., & Park, C. (2020). Factors affecting adoption of smart farms: The case of Korea. Computers in Human Behavior, 108, 106309. https://doi.org/10.1016/j.chb.2020.106309