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dc.contributor.authorJones, ML
dc.contributor.authorBarnish, MS
dc.contributor.authorHughes, RR
dc.contributor.authorMurray, AK
dc.contributor.authorMansour, O
dc.contributor.authorLoni, T
dc.contributor.authorVickery, HM
dc.contributor.authorEvans, ML
dc.contributor.authorGreen, L
dc.contributor.authorVerdezoto, N
dc.date.accessioned2023-03-22T11:22:22Z
dc.date.issued2023-02-23
dc.date.updated2023-03-22T11:05:29Z
dc.description.abstractINTRODUCTION: Computer simulation games are increasingly being used in agriculture as a promising tool to study, support and influence real-life farming practices. We explored the potential of using simulation games to engage with sheep farmers on the ongoing challenge of reducing lameness. Working with UK stakeholders, we developed a game in which players are challenged with identifying all the lame sheep in a simulated flock. Here, we evaluate the game's potential to act as a tool to help assess, train and understand farmers' ability to recognize the early signs of lameness. METHODS: Participants in the UK were invited to play the game in an online study, sharing with us their in-game scores alongside information relating to their real-life farming experience, how they played the game, and feedback on the game. Mixed methods were used to analyze this information in order to evaluate the game. Quantitative analyses consisted of linear modeling to test for statistical relationships between participants' in-game recall (% of the total number of lame sheep that were marked as lame), and the additional information they provided. Qualitative analyses of participants' feedback on the game consisted of thematic analysis and a Likert Scale questionnaire to contextualize the quantitative results and identify additional insights from the study. RESULTS: Quantitative analyses identified no relationships between participants' (n = 63) recall scores and their real life farming experience, or the lameness signs they looked for when playing the game. The only relationship identified was a relationship between participants' recall score and time spent playing the game. Qualitative analyses identified that participants did not find the game sufficiently realistic or engaging, though several enjoyed playing it and saw potential for future development. Qualitative analyses also identified several interesting and less-expected insights about real-life lameness recognition practices that participants shared after playing the game. DISCUSSION: Simulation games have potential as a tool in livestock husbandry education and research, but achieving the desired levels of realism and/or engagingness may be an obstacle to realizing this. Future research should explore this potential further, aided by larger budgets and closer collaboration with farmers, stockpeople, and veterinarians.en_GB
dc.description.sponsorshipGW4 Crucicle Seed Fundingen_GB
dc.description.sponsorshipCenter for Artificial Intelligence, Robotics and Human-Machine Systems (IROHMS) operationen_GB
dc.format.extent1079948-
dc.format.mediumElectronic-eCollection
dc.identifier.citationVol. 10, article 1079948en_GB
dc.identifier.doihttps://doi.org/10.3389/fvets.2023.1079948
dc.identifier.grantnumberGW4 Cru20_3en_GB
dc.identifier.grantnumberC82092en_GB
dc.identifier.urihttp://hdl.handle.net/10871/132743
dc.identifierORCID: 0000-0002-1388-754X (Murray, Aimee K)
dc.language.isoenen_GB
dc.publisherFrontiers Mediaen_GB
dc.relation.urlhttps://www.ncbi.nlm.nih.gov/pubmed/36908515en_GB
dc.relation.urlhttps://osf.io/a6qu4/en_GB
dc.relation.urlhttps://github.com/befriendabacterium/lamenessgameen_GB
dc.relation.urlhttps://doi.org/10.5281/zenodo.7605244en_GB
dc.relation.urlhttps://doi.org/10.5281/zenodo.7612059en_GB
dc.rights© 2023 Jones, Barnish, Hughes, Murray, Mansour, Loni, Vickery, Evans, Green and Verdezoto. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.en_GB
dc.subjectagricultureen_GB
dc.subjectfarmingen_GB
dc.subjectgamesen_GB
dc.subjecthuman-centered designen_GB
dc.subjectlamenessen_GB
dc.subjectlivestocken_GB
dc.subjectsheepen_GB
dc.subjectstockmanshipen_GB
dc.titleExploring the potential of using simulation games for engaging with sheep farmers about lameness recognition.en_GB
dc.typeArticleen_GB
dc.date.available2023-03-22T11:22:22Z
dc.identifier.issn2297-1769
exeter.place-of-publicationSwitzerland
dc.descriptionThis is the final version. Available from Frontiers Media via the DOI in this record. en_GB
dc.descriptionData availability statement: The raw data for this study is deposited at Open Science Framework (https://osf.io/a6qu4/). This data can be used alongside the R/R Markdown code deposited at the lead author’s GitHub repository for this study (https://github.com/befriendabacterium/ lamenessgame) to reproduce the quantitative analysis of participant recall scores in the game, and the manuscript itself. All data and code (including its outputs) are archived at Zenodo (https://doi.org/ 10.5281/zenodo.7605244). A copy of the game used in the study is also archived in a separate Zenodo repository (https://doi.org/10. 5281/zenodo.7612059), which can be downloaded to play the game locally/offline.en_GB
dc.identifier.journalFrontiers in Veterinary Scienceen_GB
dc.relation.ispartofFront Vet Sci, 10
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en_GB
dcterms.dateAccepted2023-01-30
dc.rights.licenseCC BY
rioxxterms.versionVoRen_GB
rioxxterms.licenseref.startdate2023-02-23
rioxxterms.typeJournal Article/Reviewen_GB
refterms.dateFCD2023-03-22T11:19:03Z
refterms.versionFCDVoR
refterms.dateFOA2023-03-22T11:22:26Z
refterms.panelAen_GB
refterms.dateFirstOnline2023-02-23


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© 2023 Jones, Barnish, Hughes, Murray,
Mansour, Loni, Vickery, Evans, Green and
Verdezoto. This is an open-access article
distributed under the terms of the Creative
Commons Attribution License (CC BY). The use,
distribution or reproduction in other forums is
permitted, provided the original author(s) and
the copyright owner(s) are credited and that
the original publication in this journal is cited, in
accordance with accepted academic practice.
No use, distribution or reproduction is
permitted which does not comply with these
terms.
Except where otherwise noted, this item's licence is described as © 2023 Jones, Barnish, Hughes, Murray, Mansour, Loni, Vickery, Evans, Green and Verdezoto. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.