Exploring the adoption of precision agricultural technologies: a cross regional study of EU farmers
Open accessIntegrity signals
Registry
Cites
Statistics
Claims the paper makes
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The text we found for this paper looks like another document, so the self-check wasn’t run.
Cites
A Theory of Cognitive Dissonance
Festinger, L. (1957) · doi:10.1515/9781503620766 · Cited by 24,241 · see citing works
Valente, T. W. (2003) · Genetics in Medicine · doi:10.1097/01.gim.0000061743.67794.c4 · Cited by 20,555 · see citing works
A Theory of Cognitive Dissonance
Morvan, C., & O’Connor, A. (2017) · Macat Library eBooks · doi:10.4324/9781912282432 · Cited by 18,284 · see citing works
Food Security: The Challenge of Feeding 9 Billion People
Godfray, H. C. J., Beddington, J. R., Crute, I. R., Haddad, L., Lawrence, D., Muir, J. F., Pretty, J., Robinson, S., Thomas, S. M., & Toulmin, C. (2010) · Science · doi:10.1126/science.1185383 · Cited by 11,943 · see citing works
(1985) · Cited by 6,185 · see citing works
Sullivan, L. E. (2009) · The SAGE Glossary of the Social and Behavioral Sciences · doi:10.4135/9781412972024.n747 · Cited by 2,442 · see citing works
Precision Agriculture and Food Security
Gebbers, R., & Adamchuk, V. I. (2010) · Science · doi:10.1126/science.1183899 · Cited by 1,750 · see citing works
Burton, R. J. F. (2004) · Sociologia Ruralis · doi:10.1111/j.1467-9523.2004.00270.x · Cited by 899 · see citing works
Alcott, B. (2005) · Ecological Economics · doi:10.1016/j.ecolecon.2005.03.020 · Cited by 859 · see citing works
Rabe‐Hesketh, S., Skrondal, A., & Pickles, A. R. (2004) · Journal of Econometrics · doi:10.1016/j.jeconom.2004.08.017 · Cited by 724 · see citing works
Balafoutis, A. Τ., Beck, B., Fountas, S., Vangeyte, J., van der Wal, T., Soto, I., Gómez‐Barbero, M., Barnes, A. P., & Eory, V. (2017) · Sustainability · doi:10.3390/su9081339 · Cited by 677 · see citing works
Self-citationImplementing Precision Agriculture in the 21st Century
Stafford, J. V. (2000) · Journal of Agricultural Engineering Research · doi:10.1006/jaer.2000.0577 · Cited by 578 · see citing works
Aubert, B. A., Schroeder, A., & Grimaudo, J. (2012) · Decision Support Systems · doi:10.1016/j.dss.2012.07.002 · Cited by 573 · see citing works
Tey, Y. S., & Brindal, M. (2012) · Precision Agriculture · doi:10.1007/s11119-012-9273-6 · Cited by 475 · see citing works
Drivers of Precision Agriculture Technologies Adoption: A Literature Review
Pierpaoli, E., Carli, G., Pignatti, E., & Canavari, M. (2013) · Procedia Technology · doi:10.1016/j.protcy.2013.11.010 · Cited by 463 · see citing works
Daberkow, S. G., & McBride, W. D. (2003) · Precision Agriculture · doi:10.1023/a:1024557205871 · Cited by 385 · see citing works
Producers’ perceptions and attitudes toward precision agriculture technologies
Adrian, A. M., Norwood, S. H., & Mask, P. L. (2005) · Computers and Electronics in Agriculture · doi:10.1016/j.compag.2005.04.004 · Cited by 360 · see citing works
Adoption of precision agriculture technologies by German crop farmers
Paustian, M., & Theuvsen, L. (2016) · Precision Agriculture · doi:10.1007/s11119-016-9482-5 · Cited by 332 · see citing works
Ingram, J. (2008) · Agriculture and Human Values · doi:10.1007/s10460-008-9134-0 · Cited by 277 · see citing works
Montalvo, C. (2007) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2007.10.002 · Cited by 274 · see citing works
The role of communication and co-operation in the adoption of precision farming
Kutter, T., Tiemann, S., Siebert, R., et al. (2009) · Precision Agriculture · doi:10.1007/s11119-009-9150-0 · Cited by 237 · see citing works
Robertson, M. J., Llewellyn, R. S., Mandel, R., Lawes, R., Bramley, R. G. V., Swift, L., Metz, N., & O’Callaghan, C. (2011) · Precision Agriculture · doi:10.1007/s11119-011-9236-3 · Cited by 209 · see citing works
Reichardt, M., & Jürgens, C. (2008) · Precision Agriculture · doi:10.1007/s11119-008-9101-1 · Cited by 203 · see citing works
The “Null Hypothesis” of Precision Agriculture Management
Whelan, B. M., & McBratney, A. B. (2000) · Precision Agriculture · doi:10.1023/a:1011838806489 · Cited by 189 · see citing works
Computer Use in Agriculture: Evidence from Tulare County, California
Putler, D. S., & Zilberman, D. (1988) · American Journal of Agricultural Economics · doi:10.2307/1241920 · Cited by 171 · see citing works
Işgın, T., Bi̇lgi̇ç, A., Forster, D. L., et al. (2008) · Computers and Electronics in Agriculture · doi:10.1016/j.compag.2008.01.004 · Cited by 156 · see citing works
Exploring Knowledge-Cultures: Precision Farming, Yield Mapping, and the Expert–Farmer Interface
Tsouvalis, J., Seymour, S., & Watkins, C. (2000) · Environment and Planning A Economy and Space · doi:10.1068/a32138 · Cited by 143 · see citing works
The Dissonance Model in Post-Decision Product Evaluation
Cohen, J. B., & Goldberg, M. E. (1970) · Journal of Marketing Research · doi:10.1177/002224377000700305 · Cited by 139 · see citing works
Farmer Experience with Precision Agriculture in Denmark and the US Eastern Corn Belt
Fountas, S., Blackmore, S., Ess, D. R., et al. (2005) · Precision Agriculture · doi:10.1007/s11119-004-1030-z · Cited by 131 · see citing works
Self-citationLima, E., Hopkins, T., Gurney, E., Shortall, O., Lovatt, F., Davies, P. L., Williamson, G., & Kaler, J. (2018) · PLoS ONE · doi:10.1371/journal.pone.0190489 · Cited by 120 · see citing works
The economics of precision guidance with auto-boom control for farmer-owned agricultural sprayers
Batte, M. T., & Ehsani, M. R. (2006) · Computers and Electronics in Agriculture · doi:10.1016/j.compag.2006.03.004 · Cited by 114 · see citing works
Farmers’ perception of precision technology: The case of autosteer adoption by cotton farmers
D’Antoni, J. M., Mishra, A. K., & Joo, H. (2012) · Computers and Electronics in Agriculture · doi:10.1016/j.compag.2012.05.017 · Cited by 104 · see citing works
The whole-farm benefits of controlled traffic farming: An Australian appraisal
Kingwell, R., & Fuchsbichler, A. (2011) · Agricultural Systems · doi:10.1016/j.agsy.2011.04.001 · Cited by 100 · see citing works
An Economic Analysis of the Potential for Precision Farming in UK Cereal Production
Godwin, R. J., Richards, T. E., Wood, G. A., et al. (2003) · Biosystems Engineering · doi:10.1016/s1537-5110(02)00282-9 · Cited by 98 · see citing works
Chapter 7 Human capital: Education and agriculture
Huffman, W. E. (2001) · Handbook of agricultural economics · doi:10.1016/s1574-0072(01)10010-1 · Cited by 97 · see citing works
Innovation mechanisms in German precision farming
Busse, M., Doernberg, A., Siebert, R., Kuntosch, A., Schwerdtner, W., König, B., & Bokelmann, W. (2013) · Precision Agriculture · doi:10.1007/s11119-013-9337-2 · Cited by 96 · see citing works
Integrated food–energy systems for climate-smart agriculture
Bogdanski, A. (2012) · Agriculture & Food Security · doi:10.1186/2048-7010-1-9 · Cited by 96 · see citing works
Intensity of Precision Agriculture Technology Adoption by Cotton Producers
Paxton, K. W., Mishra, A. K., Chintawar, S., Roberts, R. K., Larson, J. A., English, B. C., Lambert, D. M., Marra, M. C., Larkin, S. L., Reeves, J. M., et al. (2011) · Agricultural and Resource Economics Review · doi:10.1017/s1068280500004561 · Cited by 96 · see citing works
Larson, J. A., Roberts, R. K., English, B. C., et al. (2008) · Precision Agriculture · doi:10.1007/s11119-008-9065-1 · Cited by 95 · see citing works
DECOMPOSING THE SIZE EFFECT ON THE ADOPTION OF INNOVATIONS: AGROBIOTECHNOLOGY AND PRECISION FARMINGPreprint
Fernandez‐Cornejo, J., Daberkow, S. G., McBride, W. D., et al. (2001) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.20527 · Cited by 93 · see citing works
Cirani, C. B. S., de Moraes, M. A. F. D., & Molin, J. P. (2010) · Precision Agriculture · doi:10.1007/s11119-009-9155-8 · Cited by 90 · see citing works
ADOPTION, PROFITABILITY, AND MAKING BETTER USE OF PRECISION FARMING DATAPreprint
Lambert, D. M., Lowenberg-DeBoer, J. M., Griffin, T., et al. (2004) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.28615 · Cited by 83 · see citing works
An investigation into climate change scepticism among farmers
Islam, M. M., Barnes, A. P., & Toma, L. (2013) · Journal of Environmental Psychology · doi:10.1016/j.jenvp.2013.02.002 · Cited by 79 · see citing works
Self-citationBundled Adoption of Precision Agriculture Technologies by Cotton Producers
Lambert, D. M., Paudel, K. P., Larson, J. A., et al. (2015) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.206599 · Cited by 79 · see citing works
Toma, L., Barnes, A. P., Sutherland, L.-A., Thomson, S., Burnett, F. J., & Mathews, K. (2016) · The Journal of Technology Transfer · doi:10.1007/s10961-016-9520-5 · Cited by 77 · see citing works
Self-citationBarnes, A. P., Willock, J., Toma, L., et al. (2011) · Journal of Environmental Planning and Management · doi:10.1080/09640568.2010.515880 · Cited by 74 · see citing works
Self-citationFarmers’ Perception of Precision Farming Technology among Hungarian Farmers
Lencsés, E., Takács, I., & Takács‐György, K. (2014) · Sustainability · doi:10.3390/su6128452 · Cited by 67 · see citing works
Lawson, L. G., Pedersen, S. M., Sørensen, C. A. G., et al. (2011) · Computers and Electronics in Agriculture · doi:10.1016/j.compag.2011.03.002 · Cited by 67 · see citing works
Timing of precision agriculture technology adoption in US cotton production
Watcharaanantapong, P., Roberts, R. K., Lambert, D. M., et al. (2013) · Precision Agriculture · doi:10.1007/s11119-013-9338-1 · Cited by 65 · see citing works
Faber, A., & Hoppe, T. (2012) · Energy Policy · doi:10.1016/j.enpol.2012.10.022 · Cited by 62 · see citing works
Robertson, M. J., Isbister, B., Maling, I., et al. (2007) · Field Crops Research · doi:10.1016/j.fcr.2006.12.013 · Cited by 61 · see citing works
Farm’s Sequence of Adoption of Information-intensive Precision Agricultural Technology
Griffin, T., Miller, N. J., Bergtold, J. S., et al. (2017) · Applied Engineering in Agriculture · doi:10.13031/aea.12228 · Cited by 60 · see citing works
Tiffin, R., & Balcombe, K. (2011) · Australian Journal of Agricultural and Resource Economics · doi:10.1111/j.1467-8489.2011.00549.x · Cited by 46 · see citing works
A Binary Logit Estimation of Factors Affecting Adoption of GPS Guidance Systems by Cotton Producers
Banerjee, S., Martin, S. W., Roberts, R. K., et al. (2008) · Journal of Agricultural and Applied Economics · doi:10.1017/s1074070800023646 · Cited by 45 · see citing works
Farmers’ Adoption Path of Precision Agriculture Technology
Miller, N. J., Griffin, T., Bergtold, J. S., et al. (2017) · Advances in Animal Biosciences · doi:10.1017/s2040470017000528 · Cited by 44 · see citing works
Non‐adoption of environmental innovations in wine growing
Cullen, R., Forbes, S., & Grout, R. (2013) · New Zealand Journal of Crop and Horticultural Science · doi:10.1080/01140671.2012.744760 · Cited by 42 · see citing works
Knowledge integration and the adoption of new agricultural technologies: Kenyan perspectives
Eidt, C. M., Hickey, G. M., & Curtis, M. A. (2012) · Food Security · doi:10.1007/s12571-012-0175-2 · Cited by 40 · see citing works
Walton, J. C., Larson, J. A., Roberts, R. K., et al. (2010) · Journal of Agricultural and Applied Economics · doi:10.1017/s1074070800003400 · Cited by 40 · see citing works
Adoption and Frequency of Precision Soil Testing in Cotton Production
Lambert, D. M., English, B. C., Harper, D. C., et al. (2014) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.168262 · Cited by 37 · see citing works
Helm, D. R. (2017) · Oxford Review of Economic Policy · doi:10.1093/oxrep/grx010 · Cited by 34 · see citing works
Factors Influencing the Adoption of Precision Agriculture Technologies by Nebraska Producers
Castle, M. H., Lubben, B., & Luck, J. D. (2016) · Lincoln (University of Nebraska) · Cited by 32 · see citing works
Exploring the spatial variation in the fertilizer-nitrogen requirement of wheat within fields
Kindred, D. R., Milne, A. E., Webster, R., et al. (2014) · The Journal of Agricultural Science · doi:10.1017/s0021859613000919 · Cited by 31 · see citing works
The Role of Precision Agriculture in the Promotion of Food Security
Talebpour, B., Türker, U., & Yegül, U. (2015) · International Journal of Agricultural and Food Research · doi:10.24102/ijafr.v4i1.472 · Cited by 29 · see citing works
A Binary Logit Estimation of Factors Affecting Adoption of GPS Guidance Systems by Cotton Producers
Banerjee, S., Martin, S. W., Roberts, R. K., et al. (2008) · Journal of Agricultural and Applied Economics · doi:10.1017/s1074070800028157 · Cited by 29 · see citing works
Economics of Precision Agricultural Technologies Across the Great Plains
Smith, C. M., Dhuyvetter, K. C., Kastens, T. L., et al. (2013) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.161496 · Cited by 23 · see citing works
McDonagh, J. (2014) · Progress in Human Geography · doi:10.1177/0309132514563449 · Cited by 22 · see citing works
Estimating the demand and willingness-to-pay for cotton yield monitors
Marra, M. C., Rejesus, R. M., Roberts, R. K., et al. (2009) · Precision Agriculture · doi:10.1007/s11119-009-9127-z · Cited by 21 · see citing works
Barnes, A. P. (2001) · Research Policy · doi:10.1016/s0048-7333(00)00099-8 · Cited by 18 · see citing works
Self-citationComputer Use and Satisfaction by Great Plains Producers
Ascough, J. C., Hoag, D. L. K., McMaster, G. S., et al. (2002) · Agronomy Journal · doi:10.2134/agronj2002.1263 · Cited by 13 · see citing works
Barnes, A. P., Lucas, A. J., & Maio, G. R. (2016) · Food Security · doi:10.1007/s12571-016-0565-y · Cited by 13 · see citing works
Self-citationWhy Don't Farmers Adopt Precision Farming Technologies in Cotton Production?Preprint
Paudel, K. P., Pandit, M., Mishra, A. K., et al. (2011) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.104828 · Cited by 12 · see citing works
Hanspach, J., Abson, D. J., Loos, J., et al. (2013) · Science · doi:10.1126/science.341.6147.713-a · Cited by 10 · see citing works
AN ECONOMIC ASSESSMENT OF THE WHOLE-FARM IMPACT OF PRECISION AGRICULTUREPreprint
Olson, K. D., Elisabeth, P., Olson, K. D., et al. (2003) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.22119 · Cited by 8 · see citing works
Reichardt, M., & Jürgens, C. (2007) · Wageningen Academic Publishers eBooks · doi:10.3920/9789086866038_102 · Cited by 6 · see citing works
Educating producers on the profitability of precision agriculture technologies
Shockley, J. M., Mark, T., & Dillon, C. R. (2017) · Advances in Animal Biosciences · doi:10.1017/s2040470017000759 · Cited by 6 · see citing works
Dimos, N. F., Schaefer, R., Leonard, E., et al. (2017) · Advances in Animal Biosciences · doi:10.1017/s2040470017000085 · Cited by 3 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Precision farming at the nexus of agricultural production and the environment
Finger, R., Swinton, S. M., El Benni, N., & Walter, A. (2019) · Annual Review of Resource Economics · doi:10.1146/annurev-resource-100518-093929 · Cited by 539 · see citing works
Extension and management pathways for enhanced farm sustainability: evidence from Irish dairy farms
Balaine, L., Läpple, D., Dillon, E. J., & Buckley, C. (2023) · European Review of Agricultural Economics · doi:10.1093/erae/jbac033 · Cited by 18 · see citing works
- Authors
- Barnes, A. P., Soto, I., Eory, V., Beck, B., Balafoutis, A., Sánchez, B., Vangeyte, J., Fountas, S., van der Wal, T., & Gómez-Barbero, M.
- Affiliations
- Scotland's Rural College (GB)
- European Commission (BE)
- Flanders Innovation and Entrepreneurship (BE)
- Agricultural University of Athens (GR)
- Instituut voor Landbouw en Visserijonderzoek (BE)
- Corresponding author
- Barnes, A.P.
- Venue
- Land Use Policy
- Publisher
- Elsevier BV
- Published
- 2019-01
- Volume
- 80
- Pages
- 163-174
- ISSN
- 0264-8377 (ISSN-L)
- OpenAlex
- W2897583404
- Cited by
- 494
- References
- 76
- Citations by year
- 2026: 79 · 2025: 85 · 2024: 91 · 2023: 64 · 2022: 68 · 2021: 41 · 2020: 44 · 2019: 20 · 2018: 1
- FWCI
- 63.04
- Type
- journal article
- Language
- en
- Open access
- green
- research.wur.nl
- Locations
- Land Use Policy (publishedVersion)
- Socio-Environmental Systems Modeling (acceptedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Joint Research Centre (European Commission) (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- Funders
- Joint Research Centre Grant “The contribution of Precision Agriculture technologies to farm productivity and the mitigation of greenhouse gas emissions in the EU” (JRC/SVQ/2015/J.4/0018/OC)
- Topics
- Life Sciences › Agricultural and Biological Sciences › General Agricultural and Biological Sciences › Agricultural Innovations and Practices
- Life Sciences › Agricultural and Biological Sciences › Plant Science › Smart Agriculture and AI
- Life Sciences › Agricultural and Biological Sciences › General Agricultural and Biological Sciences › Agricultural Development and Management
- Keywords
- precision agriculture, technology adoption, machine guidance, variable rate nitrogen application, arable farmers, barriers to adoption, farmer attitudes, information seeking, agricultural policy
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review