Exploring the potential of using simulation games for engaging with sheep farmers about lameness recognition.
dc.contributor.author | Jones, ML | |
dc.contributor.author | Barnish, MS | |
dc.contributor.author | Hughes, RR | |
dc.contributor.author | Murray, AK | |
dc.contributor.author | Mansour, O | |
dc.contributor.author | Loni, T | |
dc.contributor.author | Vickery, HM | |
dc.contributor.author | Evans, ML | |
dc.contributor.author | Green, L | |
dc.contributor.author | Verdezoto, N | |
dc.date.accessioned | 2023-03-22T11:22:22Z | |
dc.date.issued | 2023-02-23 | |
dc.date.updated | 2023-03-22T11:05:29Z | |
dc.description.abstract | INTRODUCTION: 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.sponsorship | GW4 Crucicle Seed Funding | en_GB |
dc.description.sponsorship | Center for Artificial Intelligence, Robotics and Human-Machine Systems (IROHMS) operation | en_GB |
dc.format.extent | 1079948- | |
dc.format.medium | Electronic-eCollection | |
dc.identifier.citation | Vol. 10, article 1079948 | en_GB |
dc.identifier.doi | https://doi.org/10.3389/fvets.2023.1079948 | |
dc.identifier.grantnumber | GW4 Cru20_3 | en_GB |
dc.identifier.grantnumber | C82092 | en_GB |
dc.identifier.uri | http://hdl.handle.net/10871/132743 | |
dc.identifier | ORCID: 0000-0002-1388-754X (Murray, Aimee K) | |
dc.language.iso | en | en_GB |
dc.publisher | Frontiers Media | en_GB |
dc.relation.url | https://www.ncbi.nlm.nih.gov/pubmed/36908515 | en_GB |
dc.relation.url | https://osf.io/a6qu4/ | en_GB |
dc.relation.url | https://github.com/befriendabacterium/lamenessgame | en_GB |
dc.relation.url | https://doi.org/10.5281/zenodo.7605244 | en_GB |
dc.relation.url | https://doi.org/10.5281/zenodo.7612059 | en_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.subject | agriculture | en_GB |
dc.subject | farming | en_GB |
dc.subject | games | en_GB |
dc.subject | human-centered design | en_GB |
dc.subject | lameness | en_GB |
dc.subject | livestock | en_GB |
dc.subject | sheep | en_GB |
dc.subject | stockmanship | en_GB |
dc.title | Exploring the potential of using simulation games for engaging with sheep farmers about lameness recognition. | en_GB |
dc.type | Article | en_GB |
dc.date.available | 2023-03-22T11:22:22Z | |
dc.identifier.issn | 2297-1769 | |
exeter.place-of-publication | Switzerland | |
dc.description | This is the final version. Available from Frontiers Media via the DOI in this record. | en_GB |
dc.description | Data 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.journal | Frontiers in Veterinary Science | en_GB |
dc.relation.ispartof | Front Vet Sci, 10 | |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | en_GB |
dcterms.dateAccepted | 2023-01-30 | |
dc.rights.license | CC BY | |
rioxxterms.version | VoR | en_GB |
rioxxterms.licenseref.startdate | 2023-02-23 | |
rioxxterms.type | Journal Article/Review | en_GB |
refterms.dateFCD | 2023-03-22T11:19:03Z | |
refterms.versionFCD | VoR | |
refterms.dateFOA | 2023-03-22T11:22:26Z | |
refterms.panel | A | en_GB |
refterms.dateFirstOnline | 2023-02-23 |
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