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dc.contributor.authorDjennad, A
dc.contributor.authorLo Iacono, G
dc.contributor.authorSarran, C
dc.contributor.authorLane, C
dc.contributor.authorElson, R
dc.contributor.authorHöser, C
dc.contributor.authorLake, IR
dc.contributor.authorColón-González, FJ
dc.contributor.authorKovats, S
dc.contributor.authorSemenza, JC
dc.contributor.authorBailey, TC
dc.contributor.authorKessel, A
dc.contributor.authorFleming, LE
dc.contributor.authorNichols, GL
dc.date.accessioned2023-09-11T09:27:17Z
dc.date.issued2019-03-13
dc.date.updated2023-09-10T16:33:20Z
dc.description.abstractBACKGROUND: Campylobacteriosis is a major public health concern. The weather factors that influence spatial and seasonal distributions are not fully understood. METHODS: To investigate the impacts of temperature and rainfall on Campylobacter infections in England and Wales, cases of Campylobacter were linked to local temperature and rainfall at laboratory postcodes in the 30 days before the specimen date. Methods for investigation included a comparative conditional incidence, wavelet, clustering, and time series analyses. RESULTS: The increase of Campylobacter infections in the late spring was significantly linked to temperature two weeks before, with an increase in conditional incidence of 0.175 cases per 100,000 per week for weeks 17 to 24; the relationship to temperature was not linear. Generalized structural time series model revealed that changes in temperature accounted for 33.3% of the expected cases of Campylobacteriosis, with an indication of the direction and relevant temperature range. Wavelet analysis showed a strong annual cycle with additional harmonics at four and six months. Cluster analysis showed three clusters of seasonality with geographic similarities representing metropolitan, rural, and other areas. CONCLUSIONS: The association of Campylobacteriosis with temperature is likely to be indirect. High-resolution spatial temporal linkage of weather parameters and cases is important in improving weather associations with infectious diseases. The primary driver of Campylobacter incidence remains to be determined; other avenues, such as insect contamination of chicken flocks through poor biosecurity should be explored.en_GB
dc.identifier.citationVol. 19, article 255en_GB
dc.identifier.doihttps://doi.org/10.1186/s12879-019-3840-7
dc.identifier.urihttp://hdl.handle.net/10871/133962
dc.identifierORCID: 0000-0002-6200-7334 (Bailey, Trevor C)
dc.identifierORCID: 0000-0003-1076-9967 (Fleming, Lora E)
dc.language.isoenen_GB
dc.publisherBMCen_GB
dc.relation.urlhttps://www.data-mashup.org.uk/data/data-library/en_GB
dc.relation.urlhttps://www.data-mashup.org.uk/data/accessing-data/en_GB
dc.relation.urlhttps://www.ncbi.nlm.nih.gov/pubmed/30866826en_GB
dc.rights© The Author(s) 2019. Open Access. This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.en_GB
dc.subjectCampylobacteren_GB
dc.subjectClimate changeen_GB
dc.subjectEnvironmental healthen_GB
dc.subjectRainfallen_GB
dc.subjectTemperatureen_GB
dc.subjectTime seriesen_GB
dc.titleSeasonality and the effects of weather on Campylobacter infectionsen_GB
dc.typeArticleen_GB
dc.date.available2023-09-11T09:27:17Z
dc.identifier.issn1471-2334
exeter.article-number255
exeter.place-of-publicationEngland
dc.descriptionThis is the final version. Available on open access from BMC via the DOI in this recorden_GB
dc.descriptionAvailability of data and materials: The datasets on MEDMI are described at https://www.data-mashup.org.uk/data/data-library/ and include the SGSS infectious disease dataset. Permissions are required to access these datasets and users require an account to be set up as described at https://www.data-mashup.org.uk/data/accessing-data/.en_GB
dc.identifier.eissn1471-2334
dc.identifier.journalBMC Infectious Diseasesen_GB
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en_GB
dcterms.dateAccepted2019-02-20
rioxxterms.versionVoRen_GB
rioxxterms.licenseref.startdate2019-03-13
rioxxterms.typeJournal Article/Reviewen_GB
refterms.dateFCD2023-09-11T09:25:36Z
refterms.versionFCDVoR
refterms.dateFOA2023-09-11T09:27:20Z
refterms.panelAen_GB
refterms.dateFirstOnline2019-03-13


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© The Author(s) 2019. Open Access. This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
Except where otherwise noted, this item's licence is described as © The Author(s) 2019. Open Access. This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.