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dc.contributor.authorFielding, HR
dc.contributor.authorMcKinley, TJ
dc.contributor.authorSilk, MJ
dc.contributor.authorDelahay, RJ
dc.contributor.authorMcDonald, RA
dc.date.accessioned2019-03-04T10:08:12Z
dc.date.issued2019-02-27
dc.description.abstractNetwork analyses can assist in predicting the course of epidemics. Time-directed paths or ‘contact chains’ provide a measure of hostconnectedness across specified timeframes, and so represent potential pathways for spread of infections with different epidemiological characteristics. We analysed networks and contact chains of cattle farms in Great Britain using Cattle Tracing System data from 2001 to 2015. We focused on the potential for between-farm transmission of bovine tuberculosis, a chronic infection with potential for hidden spread through the network. Networks were characterized by scale-free type properties, where individual farms were found to be influential ‘hubs’ in the network. We found a markedly bimodal distribution of farms with either small or very large ingoing and outgoing contact chains (ICCs and OCCs). As a result of their cattle purchases within 12-month periods, 47% of British farms were connected by ICCs to more than 1000 other farms and 16% were connected to more than 10 000 other farms. As a result of their cattle sales within 12-month periods, 66% of farms had OCCs that reached more than 1000 other farms and 15% reached more than 10 000 other farms. Over 19 000 farms had both ICCs and OCCs reaching more than 10 000 farms for two or more years. While farms with more contacts in their ICCs or OCCs might play an important role in disease spread, farms with extensive ICCs and OCCs might be particularly important by being at higher risk of both acquiring and disseminatinginfections.en_GB
dc.description.sponsorshipBiotechnology and Biological Science Research Council (BBSRC)en_GB
dc.identifier.citationVol. 6: 180719en_GB
dc.identifier.doi10.1098/rsos.180719
dc.identifier.grantnumberBB/M015874/1en_GB
dc.identifier.urihttp://hdl.handle.net/10871/36212
dc.language.isoenen_GB
dc.publisherRoyal Societyen_GB
dc.rights© 2019 The Authors. Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.en_GB
dc.subjectcattleen_GB
dc.subjectcontact chainsen_GB
dc.subjectepidemiologyen_GB
dc.subjectnetwork analysisen_GB
dc.subjectsuperspreaderen_GB
dc.titleContact chains of cattle farms in Great Britainen_GB
dc.typeArticleen_GB
dc.date.available2019-03-04T10:08:12Z
dc.identifier.issn2054-5703
dc.descriptionThis is the final version. Available from the publisher via the DOI in this record.en_GB
dc.descriptionFurther information and figures supporting this article have been uploaded as part of the electronic supplementary material. Underlying data consist of every movement of cattle between all farms in Great Britain. Aside from the size of the dataset, there are substantial issues of confidentiality (locations, trading practices) and commercial sensitivity in these data. They are collated and managed by Defra, via the Animal and Plant Health Agency, who grant access to the data with specific permissions for specific studies. In practice, this means that the data can be used for the stated purpose only, and making the data publicly accessible would not conform to the licence the authors have been granted to use these data. With the agreement of the journal’s Editorial Office, the authors will not be able to make the dataset available on this occasion, but encourage readers, referees and editors to contact the Animal and Plant Health Agency data manager for data access requests. At the time of submission, the data manager is Andy Mitchell (andrew.mitchell@apha.gsi.gov.uk)en_GB
dc.identifier.journalRoyal Society Open Scienceen_GB
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en_GB
dcterms.dateAccepted2019-01-23
rioxxterms.versionVoRen_GB
rioxxterms.licenseref.startdate2019-02-27
rioxxterms.typeJournal Article/Reviewen_GB
refterms.dateFCD2019-03-04T10:04:17Z
refterms.versionFCDVoR
refterms.dateFOA2019-03-04T10:08:14Z
refterms.panelBen_GB


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© 2019 The Authors. Published by the Royal Society under the terms of the Creative
Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits
unrestricted use, provided the original author and source are credited.
Except where otherwise noted, this item's licence is described as © 2019 The Authors. Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.