Adoption of autonomous robots in the soft fruit sector: Grower perspectives in the UK

The effects of changing geopolitics, demographic change, and COVID-19 have caused significant disruption to labour in the agricultural sector around the world. In the UK, the challenges to free movement of labour and safe working conditions caused by COVID-19 have exacerbated the labour shortage cau...

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Published inSmart agricultural technology Vol. 3; p. 100118
Main Authors Rose, David Christian, Bhattacharya, Mondira
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.02.2023
Elsevier
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Abstract The effects of changing geopolitics, demographic change, and COVID-19 have caused significant disruption to labour in the agricultural sector around the world. In the UK, the challenges to free movement of labour and safe working conditions caused by COVID-19 have exacerbated the labour shortage caused by Brexit. In these circumstances, the use of autonomous robots in those sectors hardest hit by labour shortages, such as soft fruit, is being considered as a potential solution. Autonomous robots for use in the high value crop sector, including soft fruit, are at varying stages of technology readiness with robots for disease treatment, packhouse, and logistic support already commercially used and robots for picking approaching a demonstration phase. However, the pathway to implementation is not determined by technology readiness alone, but rather by the intention and ability of growers to adopt. To date, there has been limited investigation of the views of soft fruit growers towards the introduction of autonomous robots in the sector. We used a mixed methods approach, utilising a grower survey and qualitative interviews conducted in the UK, to explore the factors affecting adoption of autonomous robots on soft fruit farms. In general, the survey shows that growers are optimistic about the prospects of autonomous robots on soft fruit farms, although not necessarily in the short-term and there are several factors affecting uptake, particularly cost and infrastructure, as well as issues such as data ownership, cybersecurity, skills, and trust. We reflect on our findings in the context of existing research on technology adoption by growers and make a series of industry and policy recommendations which have global relevance.
AbstractList The effects of changing geopolitics, demographic change, and COVID-19 have caused significant disruption to labour in the agricultural sector around the world. In the UK, the challenges to free movement of labour and safe working conditions caused by COVID-19 have exacerbated the labour shortage caused by Brexit. In these circumstances, the use of autonomous robots in those sectors hardest hit by labour shortages, such as soft fruit, is being considered as a potential solution. Autonomous robots for use in the high value crop sector, including soft fruit, are at varying stages of technology readiness with robots for disease treatment, packhouse, and logistic support already commercially used and robots for picking approaching a demonstration phase. However, the pathway to implementation is not determined by technology readiness alone, but rather by the intention and ability of growers to adopt. To date, there has been limited investigation of the views of soft fruit growers towards the introduction of autonomous robots in the sector. We used a mixed methods approach, utilising a grower survey and qualitative interviews conducted in the UK, to explore the factors affecting adoption of autonomous robots on soft fruit farms. In general, the survey shows that growers are optimistic about the prospects of autonomous robots on soft fruit farms, although not necessarily in the short-term and there are several factors affecting uptake, particularly cost and infrastructure, as well as issues such as data ownership, cybersecurity, skills, and trust. We reflect on our findings in the context of existing research on technology adoption by growers and make a series of industry and policy recommendations which have global relevance.
ArticleNumber 100118
Author Bhattacharya, Mondira
Rose, David Christian
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  givenname: Mondira
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Cites_doi 10.3389/fsufs.2020.00024
10.1038/s43016-021-00287-9
10.1016/j.agsy.2016.09.009
10.1016/j.biosystemseng.2019.06.013
10.3389/fsufs.2018.00087
10.1007/s00146-018-0846-4
10.1007/s11119-021-09854-3
10.3390/su12198212
10.1007/s11119-020-09757-9
10.1016/j.jrurstud.2021.05.003
10.1007/s10460-020-10052-6
10.1145/2702613.2732894
10.1016/j.agsy.2021.103314
10.1080/00438240903429649
10.1016/j.agsy.2021.103120
10.1016/j.ecoser.2020.101183
10.1080/09505431.2021.1986692
10.1016/j.jrurstud.2019.01.023
10.1002/rob.21721
10.1016/j.jrurstud.2021.09.003
10.1016/j.compag.2021.106176
10.1016/j.njas.2015.12.001
10.1007/s13593-022-00796-2
10.1016/j.biosystemseng.2018.12.005
10.1007/s10460-021-10244-8
10.1016/j.agsy.2019.102763
10.1016/j.landusepol.2018.10.004
10.1016/j.biosystemseng.2016.11.004
10.1016/j.foodpol.2013.02.004
10.1016/j.jrurstud.2019.04.004
10.1016/j.techfore.2021.120854
10.1111/soru.12324
10.1080/03066150.2019.1584189
10.3390/agriculture11030216
10.1016/j.tree.2021.06.002
10.1016/j.jrurstud.2021.01.032
10.1016/j.agsy.2010.08.007
10.1016/j.agsy.2021.103248
10.2134/agronj2018.12.0779
10.1111/cuag.12277
10.2147/IJWR.S69405
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Keywords Ethics
Growers
Labour
Soft fruit
Autonomy
Adoption
Robots
Language English
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References Vinsel, Russell (bib0066) 2020
Baur, Iles (bib0006) 2022
Vasconez, Kantor, Cheein (bib0064) 2019; 179
GOFAR. (2020). Australian market of agricultural robotics: the autonomy code of practice, issues and needs of Australian Farmers - PART 1.
Eastwood, Turner, Romera (bib0022) 2022; 195
Kalantaryan, Mazza, Scipioni (bib0034) 2020
von Veltheim, Theuvsen, Heise (bib0068) 2022; 23
Klerkx, Jakku, Labarthe (bib0038) 2019; 90–91
Legun, Burch (bib0041) 2021; 82
NFU. 2019. Future of Food 2040.
Lajoie-O'Malley, Bronson, van der Burg, Klerkx (bib0040) 2020; 45
Adamides, Katsanos, Constantinou, Christou, Xenos, Hadzilacos, Edan (bib0001) 2017; 34
Devlin, S. (2016). Agricultural labour in the UK.
Carolan (bib0014) 2020; 47
Redhead, F., Snow, S., Vyas, D., Bawden, O., Russell, R., Perez, T., Brereton, M. (2015). Bringing the farmer perspective to agricultural robots.
Bechar, Vigneault (bib0008) 2017; 153
Turner, Klerkx, Rijswijk, Williams, Barnard (bib0062) 2016; 76
Fleming, Jakku, Fielke, Taylor, Lacey (bib0027) 2021; 190
Sparrow, Howard (bib0060) 2020; 22
Rose, Chilvers (bib0054) 2018; 2
Barrett, Rose (bib0004) 2022; 62
Rose, Sutherland, Parker, Lobley, Winter (bib0053) 2016; 149
Schuh (bib0059) 2019
Barbulescu, R., Vargas-Silva, C., Robertson, B. (2021). Written Evidence submitted by Dr Roxana Barbulescu, Prof.Carlos Vargas-Silva and Dr Bethany Robertson (LS0035). EFRA Select Committee.
Duncan, Glaros, Ross, Nost (bib0020) 2021; 38
Matese, Di Gennaro (bib0046) 2015; 7
Devitt (bib0017) 2018; 15
Kester, Griepentrog, Hörner, Tuncer (bib0036) 2013
.
Rose, Parker, Fodey, Park, Sutherland, Dicks (bib0055) 2018; 6
Bronson (bib0010) 2019; 90–91
10.1145/2702613.2732894.
Ehlers, Finger, El Benni, Gocht, Sørensen (bib0023) 2021; 196
von Veltheim, Heise (bib0067) 2021; 11
Klerkx, Nettle (bib0037) 2013; 40
Bronson, Sengers (bib0011) 2022; 31
Rijswijk, Klerkx, Bacco, Bartolini, Bulten (bib0052) 2021; 85
Fairbairn, Guthman (bib0024) 2020; 37
Lowenberg-DeBoer, Behrendt, Ehlers, Dillon, Gabriel (bib0043) 2021
Barnes, Soto, Eory, Beck, Balafoutis (bib0003) 2019; 80
From, Grimstad, Hanheide, Pearson, Cielniak (bib0028) 2018; 140
Martin, Gasselin, Hostiou (bib0045) 2022; 42
Burch, Legun (bib0013) 2021; 43
Cofré- Bravo, Klerkx, Engler (bib0015) 2019; 69
Eastwood, Renwick (bib0021) 2020
Zhang, Karkee, Tabb (bib0069) 2019
Paschen, Ayre, King, Reichelt, Nettle (bib0050) 2021; 87
Ryan, van der Burg, Bogaardt (bib0058) 2021
Marinoudi, Sørensen, Pearson, Bochtis (bib0044) 2019; 184
FAO. 2020. Migrant workers and the COVID-19 pandemic. Rome. 10.4060/ca8559en.
Duckett, Pearson, Blackmore, Grieve (bib0019) 2018
Lowenberg-DeBoer, Erickson (bib0042) 2019; 111
Basu, Omotubora, Beeson, Fox (bib0005) 2020; 35
Vik, Melås, Straete, Søraa (bib0065) 2021; 169
Fielke, Taylor, Jakku (bib0026) 2020; 180
Rose, Lyon, de Boon, Hanheide, Pearson (bib0056) 2021; 2
Daum (bib0016) 2021; 36
Bochtis, Benos, Lampridi, Marinoudi, Pearson, Sørensen (bib0009) 2020; 12
Grant, W. (2017). Who will pick fruit and harvest vegetables after Brexit? Reviving SAWS could be a solution. LSE Blog.
Baxter, Cielniak, Hanheide, From (bib0007) 2018
van der Veen (bib0063) 2010; 42
Spykman, Gabriel, Ptacek, Gandorfer (bib0061) 2021; 186
Bryman (bib0012) 2016
Rotz, Gravely, Mosby, Duncan, Finnis, Horgan (bib0057) 2019; 68
Klerkx, Rose (bib0039) 2020; 24
Kenny, Regan, Hearne, O'Meara (bib0035) 2021; 194
Nye, Lobley (bib0049) 2021
House of Commons Library. (2017). Migrant workers in agriculture. Briefing paper, Number 7987.
Groher, Heitkämper, Umstätter (bib0031) 2020; 11
Jakku, Thorburn (bib0033) 2010; 103
Zhang (10.1016/j.atech.2022.100118_bib0069) 2019
Legun (10.1016/j.atech.2022.100118_bib0041) 2021; 82
Burch (10.1016/j.atech.2022.100118_bib0013) 2021; 43
Rose (10.1016/j.atech.2022.100118_bib0055) 2018; 6
Duckett (10.1016/j.atech.2022.100118_bib0019) 2018
Bronson (10.1016/j.atech.2022.100118_bib0011) 2022; 31
Kenny (10.1016/j.atech.2022.100118_bib0035) 2021; 194
Fairbairn (10.1016/j.atech.2022.100118_bib0024) 2020; 37
Nye (10.1016/j.atech.2022.100118_bib0049) 2021
Marinoudi (10.1016/j.atech.2022.100118_bib0044) 2019; 184
10.1016/j.atech.2022.100118_bib0051
Bryman (10.1016/j.atech.2022.100118_bib0012) 2016
Baur (10.1016/j.atech.2022.100118_bib0006) 2022
Cofré- Bravo (10.1016/j.atech.2022.100118_bib0015) 2019; 69
Fleming (10.1016/j.atech.2022.100118_bib0027) 2021; 190
10.1016/j.atech.2022.100118_bib0048
Klerkx (10.1016/j.atech.2022.100118_bib0037) 2013; 40
Kalantaryan (10.1016/j.atech.2022.100118_bib0034) 2020
Rotz (10.1016/j.atech.2022.100118_bib0057) 2019; 68
von Veltheim (10.1016/j.atech.2022.100118_bib0067) 2021; 11
Rose (10.1016/j.atech.2022.100118_bib0053) 2016; 149
Ehlers (10.1016/j.atech.2022.100118_bib0023) 2021; 196
Vasconez (10.1016/j.atech.2022.100118_bib0064) 2019; 179
Rose (10.1016/j.atech.2022.100118_bib0054) 2018; 2
Barrett (10.1016/j.atech.2022.100118_bib0004) 2022; 62
10.1016/j.atech.2022.100118_bib0002
Lowenberg-DeBoer (10.1016/j.atech.2022.100118_bib0043) 2021
Bronson (10.1016/j.atech.2022.100118_bib0010) 2019; 90–91
Paschen (10.1016/j.atech.2022.100118_bib0050) 2021; 87
Martin (10.1016/j.atech.2022.100118_bib0045) 2022; 42
Devitt (10.1016/j.atech.2022.100118_bib0017) 2018; 15
Daum (10.1016/j.atech.2022.100118_bib0016) 2021; 36
Bochtis (10.1016/j.atech.2022.100118_bib0009) 2020; 12
Rijswijk (10.1016/j.atech.2022.100118_bib0052) 2021; 85
Carolan (10.1016/j.atech.2022.100118_bib0014) 2020; 47
Klerkx (10.1016/j.atech.2022.100118_bib0038) 2019; 90–91
van der Veen (10.1016/j.atech.2022.100118_bib0063) 2010; 42
Adamides (10.1016/j.atech.2022.100118_bib0001) 2017; 34
10.1016/j.atech.2022.100118_bib0030
10.1016/j.atech.2022.100118_bib0032
From (10.1016/j.atech.2022.100118_bib0028) 2018; 140
Basu (10.1016/j.atech.2022.100118_bib0005) 2020; 35
Eastwood (10.1016/j.atech.2022.100118_bib0021) 2020
10.1016/j.atech.2022.100118_bib0029
Schuh (10.1016/j.atech.2022.100118_bib0059) 2019
Bechar (10.1016/j.atech.2022.100118_bib0008) 2017; 153
Barnes (10.1016/j.atech.2022.100118_bib0003) 2019; 80
Vik (10.1016/j.atech.2022.100118_bib0065) 2021; 169
Eastwood (10.1016/j.atech.2022.100118_bib0022) 2022; 195
Vinsel (10.1016/j.atech.2022.100118_bib0066) 2020
Klerkx (10.1016/j.atech.2022.100118_bib0039) 2020; 24
Duncan (10.1016/j.atech.2022.100118_bib0020) 2021; 38
Lowenberg-DeBoer (10.1016/j.atech.2022.100118_bib0042) 2019; 111
Matese (10.1016/j.atech.2022.100118_bib0046) 2015; 7
von Veltheim (10.1016/j.atech.2022.100118_bib0068) 2022; 23
Lajoie-O'Malley (10.1016/j.atech.2022.100118_bib0040) 2020; 45
10.1016/j.atech.2022.100118_bib0025
Turner (10.1016/j.atech.2022.100118_bib0062) 2016; 76
Groher (10.1016/j.atech.2022.100118_bib0031) 2020; 11
Sparrow (10.1016/j.atech.2022.100118_bib0060) 2020; 22
Ryan (10.1016/j.atech.2022.100118_bib0058) 2021
Kester (10.1016/j.atech.2022.100118_bib0036) 2013
Baxter (10.1016/j.atech.2022.100118_bib0007) 2018
10.1016/j.atech.2022.100118_bib0018
Spykman (10.1016/j.atech.2022.100118_bib0061) 2021; 186
Fielke (10.1016/j.atech.2022.100118_bib0026) 2020; 180
Rose (10.1016/j.atech.2022.100118_bib0056) 2021; 2
Jakku (10.1016/j.atech.2022.100118_bib0033) 2010; 103
References_xml – volume: 62
  start-page: 162
  year: 2022
  end-page: 189
  ident: bib0004
  article-title: Perceptions of the fourth agricultural revolution: what's in, what's out, and what consequences are anticipated?
  publication-title: Sociol. Rural.
  contributor:
    fullname: Rose
– volume: 12
  start-page: 8212
  year: 2020
  ident: bib0009
  article-title: Agricultural workforce crisis in light of the COVID-19 pandemic
  publication-title: Sustainability
  contributor:
    fullname: Sørensen
– volume: 11
  start-page: 216
  year: 2021
  ident: bib0067
  article-title: German farmers’ attitudes on adopting autonomous field robots: an empirical survey
  publication-title: Agriculture
  contributor:
    fullname: Heise
– volume: 24
  year: 2020
  ident: bib0039
  article-title: Dealing with the game-changing technologies of agriculture 4.0: how do we manage diversity and responsibility in food system transition pathways?
  publication-title: Glob. Food Sec.
  contributor:
    fullname: Rose
– volume: 2
  start-page: 306
  year: 2021
  end-page: 309
  ident: bib0056
  article-title: Responsible development of autonomous robotics in agriculture
  publication-title: Nat. Food
  contributor:
    fullname: Pearson
– volume: 169
  year: 2021
  ident: bib0065
  article-title: Balanced readiness level assessment (BRLa): a tool for exploring new and emerging technologies
  publication-title: Technol. Forecast. Soc. Change
  contributor:
    fullname: Søraa
– volume: 2
  start-page: 1
  year: 2018
  end-page: 7
  ident: bib0054
  article-title: Agriculture 4.0: broadening responsible innovation in an era of smart farming
  publication-title: Front. Sustain. Food Syst.
  contributor:
    fullname: Chilvers
– volume: 90–91
  year: 2019
  ident: bib0010
  article-title: Looking through a responsible innovation lens at uneven engagements with digital farming
  publication-title: NJAS Wagening. J. Life Sci.
  contributor:
    fullname: Bronson
– volume: 111
  start-page: 1552
  year: 2019
  end-page: 1569
  ident: bib0042
  article-title: Setting the record straight on precision agriculture adoption
  publication-title: Agron. J.
  contributor:
    fullname: Erickson
– volume: 194
  year: 2021
  ident: bib0035
  article-title: Empathising, defining and ideating with the farming community to develop a geotagged photo app for smart devices: a design thinking approach
  publication-title: Agric. Syst.
  contributor:
    fullname: O'Meara
– year: 2022
  ident: bib0006
  article-title: Replacing humans with machines: a historical look at technology politics in California agriculture
  publication-title: Agric. Hum. Values
  contributor:
    fullname: Iles
– volume: 179
  start-page: 35
  year: 2019
  end-page: 48
  ident: bib0064
  article-title: Human-robot interaction in agriculture: a survey and current challenges
  publication-title: Biosyst. Eng.
  contributor:
    fullname: Cheein
– volume: 153
  start-page: 110
  year: 2017
  end-page: 128
  ident: bib0008
  article-title: Agricultural robots for field operations. Part 2: operations and systems
  publication-title: Biosyst. Eng.
  contributor:
    fullname: Vigneault
– year: 2013
  ident: bib0036
  article-title: A survey of future farm automation – a descriptive analysis of survey responses
  publication-title: Precision Agriculture ’13
  contributor:
    fullname: Tuncer
– volume: 76
  start-page: 99
  year: 2016
  end-page: 112
  ident: bib0062
  article-title: Systemic problems affecting co-innovation in the New Zealand agricultural innovation system: identification of blocking mechanisms and underlying institutional logics
  publication-title: NJAS Wagening. J. Life Sci.
  contributor:
    fullname: Barnard
– start-page: 59
  year: 2018
  end-page: 60
  ident: bib0007
  article-title: Safe human-robot interaction in agriculture
  publication-title: Proceedings of the HRI
  contributor:
    fullname: From
– volume: 37
  start-page: 587
  year: 2020
  end-page: 588
  ident: bib0024
  article-title: Agri-food tech discovers silver linings in the pandemic
  publication-title: Agric. Hum. Values
  contributor:
    fullname: Guthman
– volume: 36
  start-page: 774
  year: 2021
  end-page: 777
  ident: bib0016
  article-title: Farm robots: ecological utopia or dystopia?
  publication-title: Trends Ecol. Evol.
  contributor:
    fullname: Daum
– volume: 22
  start-page: 818
  year: 2020
  end-page: 833
  ident: bib0060
  article-title: Robots in agriculture: prospects, impacts, ethics, and policy
  publication-title: Precis. Agric.
  contributor:
    fullname: Howard
– volume: 68
  start-page: 112
  year: 2019
  end-page: 122
  ident: bib0057
  article-title: Automated pastures and the digital divide: how agricultural technologies are shaping labour and rural communities
  publication-title: J. Rural Stud.
  contributor:
    fullname: Horgan
– volume: 190
  year: 2021
  ident: bib0027
  article-title: Foresighting Australian digital agricultural futures: applying responsible innovation thinking to anticipate research and development impact under different scenarios
  publication-title: Agric. Syst.
  contributor:
    fullname: Lacey
– volume: 85
  start-page: 79
  year: 2021
  end-page: 90
  ident: bib0052
  article-title: Digital transformation of agriculture and rural areas: a socio-cyber-physical system framework to support responsibilisation
  publication-title: J. Rural Stud.
  contributor:
    fullname: Bulten
– year: 2020
  ident: bib0021
  article-title: Innovation uncertainty impacts the adoption of smarter farming approaches
  publication-title: Front. Sustain.Food Syst.
  contributor:
    fullname: Renwick
– start-page: 5th Ed.
  year: 2016
  ident: bib0012
  article-title: Social Research Methods
  contributor:
    fullname: Bryman
– volume: 42
  start-page: 66
  year: 2022
  ident: bib0045
  article-title: Robots and transformations of work in farm: a systematic review of the literature and a research agenda
  publication-title: Agron. Sustain. Dev.
  contributor:
    fullname: Hostiou
– volume: 149
  start-page: 165
  year: 2016
  end-page: 174
  ident: bib0053
  article-title: Decision support tools for agriculture: towards effective design and delivery
  publication-title: Agric. Syst.
  contributor:
    fullname: Winter
– volume: 15
  start-page: 49
  year: 2018
  end-page: 60
  ident: bib0017
  article-title: Cognitive factors that affect the adoption of autonomous agriculture
  publication-title: Farm Policy J.
  contributor:
    fullname: Devitt
– volume: 47
  start-page: 184
  year: 2020
  end-page: 207
  ident: bib0014
  article-title: Automated agrifood futures: robotics, labor and the distributive politics of digital agriculture
  publication-title: J. Peasant Stud.
  contributor:
    fullname: Carolan
– year: 2021
  ident: bib0058
  article-title: Identifying key ethical debates for autonomous robots in agri-food: a research agenda
  publication-title: AI Ethics
  contributor:
    fullname: Bogaardt
– volume: 69
  start-page: 53
  year: 2019
  end-page: 64
  ident: bib0015
  article-title: Combinations of bonding, bridging, and linking social capital for farm innovation: how farmers configure different support networks
  publication-title: J. Rural Stud.
  contributor:
    fullname: Engler
– volume: 80
  start-page: 163
  year: 2019
  end-page: 174
  ident: bib0003
  article-title: Exploring the adoption of precision agricultural technologies: a cross regional study of EU farmers
  publication-title: Land Use Policy
  contributor:
    fullname: Balafoutis
– volume: 23
  start-page: 670
  year: 2022
  end-page: 697
  ident: bib0068
  article-title: German farmers’ intention to use autonomous field robots: a PLS-analysis
  publication-title: Precis. Agric.
  contributor:
    fullname: Heise
– year: 2020
  ident: bib0034
  article-title: Meeting Labour Demand in Agriculture in Times of COVID 19 Pandemic
  contributor:
    fullname: Scipioni
– start-page: 187
  year: 2019
  end-page: 214
  ident: bib0069
  article-title: The use of agricultural robots in orchard management
  publication-title: Robotics and Automation For Improving Agriculture
  contributor:
    fullname: Tabb
– volume: 140
  start-page: S14
  year: 2018
  end-page: S18
  ident: bib0028
  article-title: RASberry - robotic and autonomous systems for berry production
  publication-title: Mech. Eng. Mag. Select Artic.
  contributor:
    fullname: Cielniak
– volume: 184
  start-page: 111
  year: 2019
  end-page: 121
  ident: bib0044
  article-title: Robotics and labour in agriculture. A context consideration
  publication-title: Biosyst. Eng.
  contributor:
    fullname: Bochtis
– volume: 43
  start-page: 147
  year: 2021
  end-page: 160
  ident: bib0013
  article-title: Overcoming barriers to including agricultural workers in the co-design of new AgTech: lessons from a COVID-19-present world
  publication-title: Cult. Agric. Food Environ.
  contributor:
    fullname: Legun
– volume: 45
  year: 2020
  ident: bib0040
  article-title: The future(s) of digital agriculture and sustainable food systems: an analysis of high-level policy documents
  publication-title: Ecosyst. Serv.
  contributor:
    fullname: Klerkx
– year: 2020
  ident: bib0066
  article-title: The Innovation Delusion: How Our Obsession with the New Has Disrupted the Work That Matters Most
  contributor:
    fullname: Russell
– volume: 180
  year: 2020
  ident: bib0026
  article-title: Digitalisation of agricultural knowledge and advice networks: a state-of-the-art review
  publication-title: Agric. Syst.
  contributor:
    fullname: Jakku
– volume: 196
  year: 2021
  ident: bib0023
  article-title: Scenarios for European agricultural policymaking in the era of digitalisation
  publication-title: Agric. Syst.
  contributor:
    fullname: Sørensen
– volume: 11
  start-page: 59
  year: 2020
  end-page: 67
  ident: bib0031
  article-title: Nutzung digitaler technologien in der Schweizer Landwirtschaft
  publication-title: Agrarforschung Schweiz
  contributor:
    fullname: Umstätter
– volume: 31
  start-page: 15
  year: 2022
  end-page: 28
  ident: bib0011
  article-title: Big tech meets big Ag: diversifying epistemologies of data and power
  publication-title: Sci. Cult.
  contributor:
    fullname: Sengers
– volume: 42
  start-page: 1
  year: 2010
  end-page: 12
  ident: bib0063
  article-title: Agricultural innovation: invention and adoption or change and adaptation?
  publication-title: World Archaeol.
  contributor:
    fullname: van der Veen
– volume: 40
  start-page: 74
  year: 2013
  end-page: 89
  ident: bib0037
  article-title: Achievements and challenges of innovation co-production support initiatives in the Australian and Dutch dairy sectors: a comparative study
  publication-title: Food Policy
  contributor:
    fullname: Nettle
– year: 2018
  ident: bib0019
  article-title: Agricultural Robotics. The Future of Robotic Agriculture
  contributor:
    fullname: Grieve
– volume: 82
  start-page: 380
  year: 2021
  end-page: 390
  ident: bib0041
  article-title: Robot-ready: how apple producers are assembling in anticipation of new AI robotics
  publication-title: J. Rural Stud.
  contributor:
    fullname: Burch
– volume: 35
  start-page: 113
  year: 2020
  end-page: 134
  ident: bib0005
  article-title: Legal framework for small autonomous agricultural robots
  publication-title: AI Soc.
  contributor:
    fullname: Fox
– volume: 103
  start-page: 675
  year: 2010
  end-page: 682
  ident: bib0033
  article-title: A conceptual framework for guiding the participatory development of agricultural decision support systems
  publication-title: Agric. Syst.
  contributor:
    fullname: Thorburn
– volume: 87
  start-page: 338
  year: 2021
  end-page: 351
  ident: bib0050
  article-title: Shaking it up: the realities of ‘doing’ co-innovation in a privatised agricultural advisory and extension system
  publication-title: J. Rural Stud.
  contributor:
    fullname: Nettle
– year: 2019
  ident: bib0059
  article-title: Research For AGRI Committee – The EU Farming Employment: Current Challenges and Future Prospects
  contributor:
    fullname: Schuh
– volume: 195
  year: 2022
  ident: bib0022
  article-title: Farmer-centred design: an affordances-based framework for identifying processes that facilitate farmers as co-designers in addressing complex agricultural challenges
  publication-title: Agric. Syst.
  contributor:
    fullname: Romera
– volume: 186
  year: 2021
  ident: bib0061
  article-title: Farmers’ perspectives on field crop robots – evidence from Bavaria, Germany
  publication-title: Comput. Electron. Agric.
  contributor:
    fullname: Gandorfer
– year: 2021
  ident: bib0043
  article-title: Lessons to be learned in adoption of autonomous equipment for field crops
  publication-title: Appl. Econ. Perspect. Policy
  contributor:
    fullname: Gabriel
– volume: 38
  start-page: 1181
  year: 2021
  end-page: 1199
  ident: bib0020
  article-title: New but for whom? Discourses of innovation in precision agriculture
  publication-title: Agric. Hum. Values
  contributor:
    fullname: Nost
– volume: 34
  start-page: 1407
  year: 2017
  end-page: 1426
  ident: bib0001
  article-title: Design and development of a seni-autonomous agricultural vineyard sprayer: human-robot interaction aspects
  publication-title: J. Field Rob.
  contributor:
    fullname: Edan
– volume: 90–91
  year: 2019
  ident: bib0038
  article-title: A review of social science on digital agriculture, smart farming and T agriculture 4.0: new contributions and a future research agenda
  publication-title: NJAS Wagening. J. Life Sci.
  contributor:
    fullname: Labarthe
– year: 2021
  ident: bib0049
  article-title: Farm Labour in the UK - Accessing the Workforce the Industry Needs
  contributor:
    fullname: Lobley
– volume: 6
  start-page: 80
  year: 2018
  end-page: 89
  ident: bib0055
  article-title: Involving stakeholders in agricultural decision support systems: improving user-centred design
  publication-title: Int. J. Agric. Manag.
  contributor:
    fullname: Dicks
– volume: 7
  start-page: 69
  year: 2015
  end-page: 81
  ident: bib0046
  article-title: Technology in precision viticulture: a state of the art review
  publication-title: Int. J. Wine Res.
  contributor:
    fullname: Di Gennaro
– start-page: 187
  year: 2019
  ident: 10.1016/j.atech.2022.100118_bib0069
  article-title: The use of agricultural robots in orchard management
  contributor:
    fullname: Zhang
– year: 2020
  ident: 10.1016/j.atech.2022.100118_bib0021
  article-title: Innovation uncertainty impacts the adoption of smarter farming approaches
  publication-title: Front. Sustain.Food Syst.
  doi: 10.3389/fsufs.2020.00024
  contributor:
    fullname: Eastwood
– volume: 2
  start-page: 306
  year: 2021
  ident: 10.1016/j.atech.2022.100118_bib0056
  article-title: Responsible development of autonomous robotics in agriculture
  publication-title: Nat. Food
  doi: 10.1038/s43016-021-00287-9
  contributor:
    fullname: Rose
– ident: 10.1016/j.atech.2022.100118_bib0018
– volume: 149
  start-page: 165
  year: 2016
  ident: 10.1016/j.atech.2022.100118_bib0053
  article-title: Decision support tools for agriculture: towards effective design and delivery
  publication-title: Agric. Syst.
  doi: 10.1016/j.agsy.2016.09.009
  contributor:
    fullname: Rose
– volume: 184
  start-page: 111
  year: 2019
  ident: 10.1016/j.atech.2022.100118_bib0044
  article-title: Robotics and labour in agriculture. A context consideration
  publication-title: Biosyst. Eng.
  doi: 10.1016/j.biosystemseng.2019.06.013
  contributor:
    fullname: Marinoudi
– volume: 2
  start-page: 1
  year: 2018
  ident: 10.1016/j.atech.2022.100118_bib0054
  article-title: Agriculture 4.0: broadening responsible innovation in an era of smart farming
  publication-title: Front. Sustain. Food Syst.
  doi: 10.3389/fsufs.2018.00087
  contributor:
    fullname: Rose
– volume: 90–91
  year: 2019
  ident: 10.1016/j.atech.2022.100118_bib0038
  article-title: A review of social science on digital agriculture, smart farming and T agriculture 4.0: new contributions and a future research agenda
  publication-title: NJAS Wagening. J. Life Sci.
  contributor:
    fullname: Klerkx
– volume: 35
  start-page: 113
  year: 2020
  ident: 10.1016/j.atech.2022.100118_bib0005
  article-title: Legal framework for small autonomous agricultural robots
  publication-title: AI Soc.
  doi: 10.1007/s00146-018-0846-4
  contributor:
    fullname: Basu
– volume: 23
  start-page: 670
  year: 2022
  ident: 10.1016/j.atech.2022.100118_bib0068
  article-title: German farmers’ intention to use autonomous field robots: a PLS-analysis
  publication-title: Precis. Agric.
  doi: 10.1007/s11119-021-09854-3
  contributor:
    fullname: von Veltheim
– volume: 12
  start-page: 8212
  year: 2020
  ident: 10.1016/j.atech.2022.100118_bib0009
  article-title: Agricultural workforce crisis in light of the COVID-19 pandemic
  publication-title: Sustainability
  doi: 10.3390/su12198212
  contributor:
    fullname: Bochtis
– start-page: 59
  year: 2018
  ident: 10.1016/j.atech.2022.100118_bib0007
  article-title: Safe human-robot interaction in agriculture
  contributor:
    fullname: Baxter
– volume: 6
  start-page: 80
  issue: 3–4
  year: 2018
  ident: 10.1016/j.atech.2022.100118_bib0055
  article-title: Involving stakeholders in agricultural decision support systems: improving user-centred design
  publication-title: Int. J. Agric. Manag.
  contributor:
    fullname: Rose
– volume: 90–91
  year: 2019
  ident: 10.1016/j.atech.2022.100118_bib0010
  article-title: Looking through a responsible innovation lens at uneven engagements with digital farming
  publication-title: NJAS Wagening. J. Life Sci.
  contributor:
    fullname: Bronson
– volume: 22
  start-page: 818
  year: 2020
  ident: 10.1016/j.atech.2022.100118_bib0060
  article-title: Robots in agriculture: prospects, impacts, ethics, and policy
  publication-title: Precis. Agric.
  doi: 10.1007/s11119-020-09757-9
  contributor:
    fullname: Sparrow
– volume: 85
  start-page: 79
  year: 2021
  ident: 10.1016/j.atech.2022.100118_bib0052
  article-title: Digital transformation of agriculture and rural areas: a socio-cyber-physical system framework to support responsibilisation
  publication-title: J. Rural Stud.
  doi: 10.1016/j.jrurstud.2021.05.003
  contributor:
    fullname: Rijswijk
– volume: 37
  start-page: 587
  issue: 3
  year: 2020
  ident: 10.1016/j.atech.2022.100118_bib0024
  article-title: Agri-food tech discovers silver linings in the pandemic
  publication-title: Agric. Hum. Values
  doi: 10.1007/s10460-020-10052-6
  contributor:
    fullname: Fairbairn
– year: 2022
  ident: 10.1016/j.atech.2022.100118_bib0006
  article-title: Replacing humans with machines: a historical look at technology politics in California agriculture
  publication-title: Agric. Hum. Values
  contributor:
    fullname: Baur
– year: 2019
  ident: 10.1016/j.atech.2022.100118_bib0059
  contributor:
    fullname: Schuh
– ident: 10.1016/j.atech.2022.100118_bib0030
– year: 2021
  ident: 10.1016/j.atech.2022.100118_bib0049
  contributor:
    fullname: Nye
– ident: 10.1016/j.atech.2022.100118_bib0051
  doi: 10.1145/2702613.2732894
– volume: 195
  year: 2022
  ident: 10.1016/j.atech.2022.100118_bib0022
  article-title: Farmer-centred design: an affordances-based framework for identifying processes that facilitate farmers as co-designers in addressing complex agricultural challenges
  publication-title: Agric. Syst.
  doi: 10.1016/j.agsy.2021.103314
  contributor:
    fullname: Eastwood
– volume: 42
  start-page: 1
  issue: 1
  year: 2010
  ident: 10.1016/j.atech.2022.100118_bib0063
  article-title: Agricultural innovation: invention and adoption or change and adaptation?
  publication-title: World Archaeol.
  doi: 10.1080/00438240903429649
  contributor:
    fullname: van der Veen
– year: 2013
  ident: 10.1016/j.atech.2022.100118_bib0036
  article-title: A survey of future farm automation – a descriptive analysis of survey responses
  contributor:
    fullname: Kester
– volume: 190
  year: 2021
  ident: 10.1016/j.atech.2022.100118_bib0027
  article-title: Foresighting Australian digital agricultural futures: applying responsible innovation thinking to anticipate research and development impact under different scenarios
  publication-title: Agric. Syst.
  doi: 10.1016/j.agsy.2021.103120
  contributor:
    fullname: Fleming
– volume: 45
  year: 2020
  ident: 10.1016/j.atech.2022.100118_bib0040
  article-title: The future(s) of digital agriculture and sustainable food systems: an analysis of high-level policy documents
  publication-title: Ecosyst. Serv.
  doi: 10.1016/j.ecoser.2020.101183
  contributor:
    fullname: Lajoie-O'Malley
– volume: 31
  start-page: 15
  issue: 1
  year: 2022
  ident: 10.1016/j.atech.2022.100118_bib0011
  article-title: Big tech meets big Ag: diversifying epistemologies of data and power
  publication-title: Sci. Cult.
  doi: 10.1080/09505431.2021.1986692
  contributor:
    fullname: Bronson
– volume: 68
  start-page: 112
  year: 2019
  ident: 10.1016/j.atech.2022.100118_bib0057
  article-title: Automated pastures and the digital divide: how agricultural technologies are shaping labour and rural communities
  publication-title: J. Rural Stud.
  doi: 10.1016/j.jrurstud.2019.01.023
  contributor:
    fullname: Rotz
– volume: 34
  start-page: 1407
  issue: 8
  year: 2017
  ident: 10.1016/j.atech.2022.100118_bib0001
  article-title: Design and development of a seni-autonomous agricultural vineyard sprayer: human-robot interaction aspects
  publication-title: J. Field Rob.
  doi: 10.1002/rob.21721
  contributor:
    fullname: Adamides
– volume: 87
  start-page: 338
  year: 2021
  ident: 10.1016/j.atech.2022.100118_bib0050
  article-title: Shaking it up: the realities of ‘doing’ co-innovation in a privatised agricultural advisory and extension system
  publication-title: J. Rural Stud.
  doi: 10.1016/j.jrurstud.2021.09.003
  contributor:
    fullname: Paschen
– volume: 186
  year: 2021
  ident: 10.1016/j.atech.2022.100118_bib0061
  article-title: Farmers’ perspectives on field crop robots – evidence from Bavaria, Germany
  publication-title: Comput. Electron. Agric.
  doi: 10.1016/j.compag.2021.106176
  contributor:
    fullname: Spykman
– volume: 76
  start-page: 99
  year: 2016
  ident: 10.1016/j.atech.2022.100118_bib0062
  article-title: Systemic problems affecting co-innovation in the New Zealand agricultural innovation system: identification of blocking mechanisms and underlying institutional logics
  publication-title: NJAS Wagening. J. Life Sci.
  doi: 10.1016/j.njas.2015.12.001
  contributor:
    fullname: Turner
– year: 2021
  ident: 10.1016/j.atech.2022.100118_bib0043
  article-title: Lessons to be learned in adoption of autonomous equipment for field crops
  publication-title: Appl. Econ. Perspect. Policy
  contributor:
    fullname: Lowenberg-DeBoer
– year: 2020
  ident: 10.1016/j.atech.2022.100118_bib0034
  contributor:
    fullname: Kalantaryan
– year: 2018
  ident: 10.1016/j.atech.2022.100118_bib0019
  contributor:
    fullname: Duckett
– volume: 42
  start-page: 66
  year: 2022
  ident: 10.1016/j.atech.2022.100118_bib0045
  article-title: Robots and transformations of work in farm: a systematic review of the literature and a research agenda
  publication-title: Agron. Sustain. Dev.
  doi: 10.1007/s13593-022-00796-2
  contributor:
    fullname: Martin
– volume: 179
  start-page: 35
  year: 2019
  ident: 10.1016/j.atech.2022.100118_bib0064
  article-title: Human-robot interaction in agriculture: a survey and current challenges
  publication-title: Biosyst. Eng.
  doi: 10.1016/j.biosystemseng.2018.12.005
  contributor:
    fullname: Vasconez
– volume: 38
  start-page: 1181
  year: 2021
  ident: 10.1016/j.atech.2022.100118_bib0020
  article-title: New but for whom? Discourses of innovation in precision agriculture
  publication-title: Agric. Hum. Values
  doi: 10.1007/s10460-021-10244-8
  contributor:
    fullname: Duncan
– year: 2021
  ident: 10.1016/j.atech.2022.100118_bib0058
  article-title: Identifying key ethical debates for autonomous robots in agri-food: a research agenda
  publication-title: AI Ethics
  contributor:
    fullname: Ryan
– volume: 180
  year: 2020
  ident: 10.1016/j.atech.2022.100118_bib0026
  article-title: Digitalisation of agricultural knowledge and advice networks: a state-of-the-art review
  publication-title: Agric. Syst.
  doi: 10.1016/j.agsy.2019.102763
  contributor:
    fullname: Fielke
– volume: 80
  start-page: 163
  year: 2019
  ident: 10.1016/j.atech.2022.100118_bib0003
  article-title: Exploring the adoption of precision agricultural technologies: a cross regional study of EU farmers
  publication-title: Land Use Policy
  doi: 10.1016/j.landusepol.2018.10.004
  contributor:
    fullname: Barnes
– volume: 153
  start-page: 110
  year: 2017
  ident: 10.1016/j.atech.2022.100118_bib0008
  article-title: Agricultural robots for field operations. Part 2: operations and systems
  publication-title: Biosyst. Eng.
  doi: 10.1016/j.biosystemseng.2016.11.004
  contributor:
    fullname: Bechar
– volume: 15
  start-page: 49
  issue: 2
  year: 2018
  ident: 10.1016/j.atech.2022.100118_bib0017
  article-title: Cognitive factors that affect the adoption of autonomous agriculture
  publication-title: Farm Policy J.
  contributor:
    fullname: Devitt
– volume: 40
  start-page: 74
  year: 2013
  ident: 10.1016/j.atech.2022.100118_bib0037
  article-title: Achievements and challenges of innovation co-production support initiatives in the Australian and Dutch dairy sectors: a comparative study
  publication-title: Food Policy
  doi: 10.1016/j.foodpol.2013.02.004
  contributor:
    fullname: Klerkx
– ident: 10.1016/j.atech.2022.100118_bib0002
– ident: 10.1016/j.atech.2022.100118_bib0025
– ident: 10.1016/j.atech.2022.100118_bib0048
– volume: 69
  start-page: 53
  year: 2019
  ident: 10.1016/j.atech.2022.100118_bib0015
  article-title: Combinations of bonding, bridging, and linking social capital for farm innovation: how farmers configure different support networks
  publication-title: J. Rural Stud.
  doi: 10.1016/j.jrurstud.2019.04.004
  contributor:
    fullname: Cofré- Bravo
– ident: 10.1016/j.atech.2022.100118_bib0029
– volume: 169
  year: 2021
  ident: 10.1016/j.atech.2022.100118_bib0065
  article-title: Balanced readiness level assessment (BRLa): a tool for exploring new and emerging technologies
  publication-title: Technol. Forecast. Soc. Change
  doi: 10.1016/j.techfore.2021.120854
  contributor:
    fullname: Vik
– ident: 10.1016/j.atech.2022.100118_bib0032
– volume: 62
  start-page: 162
  issue: 2
  year: 2022
  ident: 10.1016/j.atech.2022.100118_bib0004
  article-title: Perceptions of the fourth agricultural revolution: what's in, what's out, and what consequences are anticipated?
  publication-title: Sociol. Rural.
  doi: 10.1111/soru.12324
  contributor:
    fullname: Barrett
– volume: 47
  start-page: 184
  year: 2020
  ident: 10.1016/j.atech.2022.100118_bib0014
  article-title: Automated agrifood futures: robotics, labor and the distributive politics of digital agriculture
  publication-title: J. Peasant Stud.
  doi: 10.1080/03066150.2019.1584189
  contributor:
    fullname: Carolan
– volume: 196
  year: 2021
  ident: 10.1016/j.atech.2022.100118_bib0023
  article-title: Scenarios for European agricultural policymaking in the era of digitalisation
  publication-title: Agric. Syst.
  contributor:
    fullname: Ehlers
– volume: 11
  start-page: 216
  year: 2021
  ident: 10.1016/j.atech.2022.100118_bib0067
  article-title: German farmers’ attitudes on adopting autonomous field robots: an empirical survey
  publication-title: Agriculture
  doi: 10.3390/agriculture11030216
  contributor:
    fullname: von Veltheim
– year: 2020
  ident: 10.1016/j.atech.2022.100118_bib0066
  contributor:
    fullname: Vinsel
– volume: 140
  start-page: S14
  issue: 6
  year: 2018
  ident: 10.1016/j.atech.2022.100118_bib0028
  article-title: RASberry - robotic and autonomous systems for berry production
  publication-title: Mech. Eng. Mag. Select Artic.
  contributor:
    fullname: From
– volume: 36
  start-page: 774
  issue: 9
  year: 2021
  ident: 10.1016/j.atech.2022.100118_bib0016
  article-title: Farm robots: ecological utopia or dystopia?
  publication-title: Trends Ecol. Evol.
  doi: 10.1016/j.tree.2021.06.002
  contributor:
    fullname: Daum
– volume: 24
  year: 2020
  ident: 10.1016/j.atech.2022.100118_bib0039
  article-title: Dealing with the game-changing technologies of agriculture 4.0: how do we manage diversity and responsibility in food system transition pathways?
  publication-title: Glob. Food Sec.
  contributor:
    fullname: Klerkx
– start-page: 5th Ed.
  year: 2016
  ident: 10.1016/j.atech.2022.100118_bib0012
  contributor:
    fullname: Bryman
– volume: 82
  start-page: 380
  year: 2021
  ident: 10.1016/j.atech.2022.100118_bib0041
  article-title: Robot-ready: how apple producers are assembling in anticipation of new AI robotics
  publication-title: J. Rural Stud.
  doi: 10.1016/j.jrurstud.2021.01.032
  contributor:
    fullname: Legun
– volume: 103
  start-page: 675
  issue: 9
  year: 2010
  ident: 10.1016/j.atech.2022.100118_bib0033
  article-title: A conceptual framework for guiding the participatory development of agricultural decision support systems
  publication-title: Agric. Syst.
  doi: 10.1016/j.agsy.2010.08.007
  contributor:
    fullname: Jakku
– volume: 11
  start-page: 59
  year: 2020
  ident: 10.1016/j.atech.2022.100118_bib0031
  article-title: Nutzung digitaler technologien in der Schweizer Landwirtschaft
  publication-title: Agrarforschung Schweiz
  contributor:
    fullname: Groher
– volume: 194
  year: 2021
  ident: 10.1016/j.atech.2022.100118_bib0035
  article-title: Empathising, defining and ideating with the farming community to develop a geotagged photo app for smart devices: a design thinking approach
  publication-title: Agric. Syst.
  doi: 10.1016/j.agsy.2021.103248
  contributor:
    fullname: Kenny
– volume: 111
  start-page: 1552
  issue: 4
  year: 2019
  ident: 10.1016/j.atech.2022.100118_bib0042
  article-title: Setting the record straight on precision agriculture adoption
  publication-title: Agron. J.
  doi: 10.2134/agronj2018.12.0779
  contributor:
    fullname: Lowenberg-DeBoer
– volume: 43
  start-page: 147
  issue: 2
  year: 2021
  ident: 10.1016/j.atech.2022.100118_bib0013
  article-title: Overcoming barriers to including agricultural workers in the co-design of new AgTech: lessons from a COVID-19-present world
  publication-title: Cult. Agric. Food Environ.
  doi: 10.1111/cuag.12277
  contributor:
    fullname: Burch
– volume: 7
  start-page: 69
  year: 2015
  ident: 10.1016/j.atech.2022.100118_bib0046
  article-title: Technology in precision viticulture: a state of the art review
  publication-title: Int. J. Wine Res.
  doi: 10.2147/IJWR.S69405
  contributor:
    fullname: Matese
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Snippet The effects of changing geopolitics, demographic change, and COVID-19 have caused significant disruption to labour in the agricultural sector around the world....
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SubjectTerms Adoption
Autonomy
Ethics
Growers
Labour
Robots
Soft fruit
Title Adoption of autonomous robots in the soft fruit sector: Grower perspectives in the UK
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