{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,20]],"date-time":"2026-09-20T11:28:33Z","timestamp":1789903713279,"version":"4.0.1"},"reference-count":25,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2018,7,5]],"date-time":"2018-07-05T00:00:00Z","timestamp":1530748800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Tropical Medicine, Mahidol University"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["BMC Med Res Methodol"],"published-print":{"date-parts":[[2018,12]]},"DOI":"10.1186\/s12874-018-0532-8","type":"journal-article","created":{"date-parts":[[2018,7,5]],"date-time":"2018-07-05T14:00:07Z","timestamp":1530799207000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":13,"title":["Towards integrated surveillance of zoonoses: spatiotemporal joint modeling of rodent population data and human tularemia cases in Finland"],"prefix":"10.1186","volume":"18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2623-0077","authenticated-orcid":false,"given":"C.","family":"Rotejanaprasert","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"A.","family":"Lawson","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"H.","family":"Rossow","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"J.","family":"Sane","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"O.","family":"Huitu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"H.","family":"Henttonen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"V. J.","family":"Del Rio Vilas","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2018,7,5]]},"reference":[{"issue":"10","key":"532_CR1","doi-asserted-by":"publisher","first-page":"2165","DOI":"10.1017\/S0950268816000182","volume":"144","author":"L Vrbova","year":"2016","unstructured":"Vrbova L, et al. Utility of algorithms for the analysis of integrated Salmonel la surveillance data. Epidemiol Infect. 2016;144(10):2165\u201375.","journal-title":"Epidemiol Infect"},{"key":"532_CR2","doi-asserted-by":"crossref","unstructured":"Wendt A, Kreienbrock L, Campe A. Joint use of disparate data for the surveillance of Zoonoses: a feasibility study for a one health approach in Germany. Zoonoses Public Health. 2016;63(7):503\u201314.","DOI":"10.1111\/zph.12255"},{"issue":"10","key":"532_CR3","doi-asserted-by":"publisher","first-page":"2207","DOI":"10.1017\/S0950268813002999","volume":"142","author":"H Rossow","year":"2014","unstructured":"Rossow H, et al. Risk factors for pneumonic and ulceroglandular tularaemia in Finland: a population-based case-control study. Epidemiol Infect. 2014;142(10):2207\u201316.","journal-title":"Epidemiol Infect"},{"issue":"9","key":"532_CR4","doi-asserted-by":"publisher","first-page":"956","DOI":"10.3201\/eid0809.020051","volume":"8","author":"H Eliasson","year":"2002","unstructured":"Eliasson H, et al. The 2000 tularemia outbreak: a case-control study of risk factors in disease-endemic and emergent areas, Sweden. Emerg Infect Dis. 2002;8(9):956\u201360.","journal-title":"Emerg Infect Dis"},{"issue":"21","key":"532_CR5","doi-asserted-by":"publisher","first-page":"2763","DOI":"10.1001\/jama.285.21.2763","volume":"285","author":"DT Dennis","year":"2001","unstructured":"Dennis DT, et al. Tularemia as a biological weapon: medical and public health management. Jama. 2001;285(21):2763\u201373.","journal-title":"Jama"},{"key":"532_CR6","doi-asserted-by":"publisher","unstructured":"Rossow H, et al. Incidence and seroprevalence of tularaemia in Finland, 1995 to 2013: regional epidemics with cyclic pattern. Euro Surveill. 2015;20(33). https:\/\/doi.org\/10.2807\/1560-7917.ES2015.20.33.21209","DOI":"10.2807\/1560-7917.ES2015.20.33.21209"},{"issue":"3","key":"532_CR7","doi-asserted-by":"publisher","first-page":"201","DOI":"10.1111\/j.1574-695X.1996.tb00237.x","volume":"13","author":"A T\u00e4rnvik","year":"1996","unstructured":"T\u00e4rnvik A, Sandstr\u00f6m G, Sj\u00f6stedt A. Epidemiological analysis of tularemia in Sweden 1931\u20131993. FEMS Immunol Med Microbiol. 1996;13(3):201\u20134.","journal-title":"FEMS Immunol Med Microbiol"},{"issue":"1","key":"532_CR8","doi-asserted-by":"publisher","first-page":"69","DOI":"10.3201\/eid0801.010131","volume":"8","author":"R Reintjes","year":"2002","unstructured":"Reintjes R, et al. Tularemia outbreak investigation in Kosovo: case control and environmental studies. Emerg Infect Dis. 2002;8(1):69\u201373.","journal-title":"Emerg Infect Dis"},{"key":"532_CR9","doi-asserted-by":"crossref","unstructured":"Allue M, et al. Tularaemia outbreak in Castilla y Le\u00f3n, Spain, 2007: an update. Euro Surveill. 2008;13(32)","DOI":"10.2807\/ese.13.32.18948-en"},{"key":"532_CR10","volume-title":"Surveillance of tularaemia in Kosovo*, 2001 to 2010","author":"R Grunow","year":"2012","unstructured":"Grunow, R., et al., Surveillance of tularaemia in Kosovo*, 2001 to 2010. 2012."},{"issue":"9","key":"532_CR11","doi-asserted-by":"publisher","first-page":"568","DOI":"10.1089\/vbz.2015.1770","volume":"15","author":"JJ Luque-Larena","year":"2015","unstructured":"Luque-Larena JJ, et al. Tularemia outbreaks and common vole (Microtus arvalis) irruptive population dynamics in northwestern Spain, 1997\u20132014. Vector Borne Zoonotic Dis. 2015;15(9):568\u201370.","journal-title":"Vector Borne Zoonotic Dis"},{"issue":"3","key":"532_CR12","doi-asserted-by":"publisher","first-page":"697","DOI":"10.1111\/gcb.12099","volume":"19","author":"K Korpela","year":"2013","unstructured":"Korpela K, et al. Nonlinear effects of climate on boreal rodent dynamics: mild winters do not negate high-amplitude cycles. Glob Chang Biol. 2013;19(3):697\u2013710.","journal-title":"Glob Chang Biol"},{"key":"532_CR13","doi-asserted-by":"crossref","unstructured":"Sane J, et al. Regional differences in long-term cycles and seasonality of Puumala virus infections, Finland, 1995\u20132014. Epidemiol Infect. 2016;144(13):2883\u20132888.","DOI":"10.1017\/S0950268816000765"},{"key":"532_CR14","doi-asserted-by":"crossref","unstructured":"Besag J. Spatial interaction and the statistical analysis of lattice systems. J R Stat Soc Ser B Methodol. 1974:192\u2013236.","DOI":"10.1111\/j.2517-6161.1974.tb00999.x"},{"issue":"3","key":"532_CR15","doi-asserted-by":"publisher","first-page":"515","DOI":"10.1214\/06-BA117A","volume":"1","author":"A Gelman","year":"2006","unstructured":"Gelman A. Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper). Bayesian Anal. 2006;1(3):515\u201334.","journal-title":"Bayesian Anal"},{"issue":"4","key":"532_CR16","doi-asserted-by":"publisher","first-page":"583","DOI":"10.1111\/1467-9868.00353","volume":"64","author":"DJ Spiegelhalter","year":"2002","unstructured":"Spiegelhalter DJ, et al. Bayesian measures of model complexity and fit. J R Stat Soc Series B Stat Methodol. 2002;64(4):583\u2013639.","journal-title":"J R Stat Soc Series B Stat Methodol"},{"issue":"4","key":"532_CR17","doi-asserted-by":"publisher","first-page":"651","DOI":"10.1214\/06-BA122","volume":"1","author":"G Celeux","year":"2006","unstructured":"Celeux G, et al. Deviance information criteria for missing data models. Bayesian Anal. 2006;1(4):651\u201373.","journal-title":"Bayesian Anal"},{"key":"532_CR18","volume-title":"Bayesian data analysis","author":"A Gelman","year":"2014","unstructured":"Gelman A, et al. Bayesian data analysis, vol. 2. USA: Chapman & Hall\/CRC Boca Raton, FL; 2014."},{"issue":"6","key":"532_CR19","doi-asserted-by":"publisher","first-page":"997","DOI":"10.1007\/s11222-013-9416-2","volume":"24","author":"A Gelman","year":"2014","unstructured":"Gelman A, Hwang J, Vehtari A. Understanding predictive information criteria for Bayesian models. Stat Comput. 2014;24(6):997\u20131016.","journal-title":"Stat Comput"},{"issue":"Mar","key":"532_CR20","first-page":"867","volume":"14","author":"S Watanabe","year":"2013","unstructured":"Watanabe S. A widely applicable Bayesian information criterion. J Mach Learn Res. 2013;14(Mar):867\u201397.","journal-title":"J Mach Learn Res"},{"issue":"4","key":"532_CR21","doi-asserted-by":"crossref","first-page":"434","DOI":"10.1080\/10618600.1998.10474787","volume":"7","author":"SP Brooks","year":"1998","unstructured":"Brooks SP, Gelman A. General methods for monitoring convergence of iterative simulations. J Comput Graph Stat. 1998;7(4):434\u201355.","journal-title":"J Comput Graph Stat"},{"issue":"2","key":"532_CR22","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1111\/j.1467-9876.2009.00701.x","volume":"59","author":"PJ Diggle","year":"2010","unstructured":"Diggle PJ, Menezes R, Su Tl. Geostatistical inference under preferential sampling. J R Stat Soc: Ser C: Appl Stat. 2010;59(2):191\u2013232.","journal-title":"J R Stat Soc: Ser C: Appl Stat"},{"key":"532_CR23","doi-asserted-by":"publisher","first-page":"126","DOI":"10.3389\/fcimb.2012.00126","volume":"2","author":"S Faith","year":"2012","unstructured":"Faith S, et al. Growth conditions and environmental factors impact aerosolization but not virulence of Francisella tularensis infection in mice. Front Cell Infect Microbiol. 2012;2:126.","journal-title":"Front Cell Infect Microbiol"},{"issue":"3","key":"532_CR24","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1016\/j.ijid.2007.06.013","volume":"12","author":"H Leblebicioglu","year":"2008","unstructured":"Leblebicioglu H, et al. Outbreak of tularemia: a case\u2013control study and environmental investigation in Turkey. Int J Infect Dis. 2008;12(3):265\u20139.","journal-title":"Int J Infect Dis"},{"issue":"5","key":"532_CR25","doi-asserted-by":"publisher","first-page":"754","DOI":"10.3201\/eid2005.130654","volume":"20","author":"J Ariza-Miguel","year":"2014","unstructured":"Ariza-Miguel J, et al. Molecular investigation of tularemia outbreaks, Spain, 1997\u20132008. Emerg Infect Dis. 2014;20(5):754.","journal-title":"Emerg Infect Dis"}],"container-title":["BMC Medical Research Methodology"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s12874-018-0532-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/s12874-018-0532-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s12874-018-0532-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,7]],"date-time":"2024-07-07T23:36:33Z","timestamp":1720395393000},"score":1,"resource":{"primary":{"URL":"https:\/\/bmcmedresmethodol.biomedcentral.com\/articles\/10.1186\/s12874-018-0532-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7,5]]},"references-count":25,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,12]]}},"alternative-id":["532"],"URL":"https:\/\/doi.org\/10.1186\/s12874-018-0532-8","relation":{},"ISSN":["1471-2288"],"issn-type":[{"value":"1471-2288","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,7,5]]},"assertion":[{"value":"28 July 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 June 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 July 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"Surveillance data from the National Infectious Disease Register is aggregate, de-identifed data for public use and the secondary analyses are not subjected to ethical approval process, according to the Finnish Infectious Disease Act (Section 42).","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics approval and consent to participate"}},{"value":"Not Applicable.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent for publication"}},{"value":"The authors declare that they have no competing interests.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}},{"value":"Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Publisher\u2019s Note"}}],"article-number":"72"}}