{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T04:43:40Z","timestamp":1780461820645,"version":"3.54.1"},"reference-count":30,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2024,12,18]],"date-time":"2024-12-18T00:00:00Z","timestamp":1734480000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2024,12,18]],"date-time":"2024-12-18T00:00:00Z","timestamp":1734480000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Sci Data"],"abstract":"<jats:title>Abstract<\/jats:title><jats:p>This paper presents an open-access repository collecting information on measles virus infections and flight passenger movements in European countries from 2011 to 2023. It provides a comprehensive overview of reported measles cases and measles-mumps-rubella (MMR) vaccination coverage from authoritative organizations such as the World Health Organization (WHO) and the European Centre for Disease Prevention and Control (ECDC). In addition, the dataset includes detailed data on passenger movements between countries, facilitating analysis of cross-border disease transmission. This resource enables more precise spatial analyses for monitoring and forecasting measles outbreaks, underscoring the importance of adequate vaccination coverage and sustained international surveillance to prevent the spread of the disease.<\/jats:p>","DOI":"10.1038\/s41597-024-04231-x","type":"journal-article","created":{"date-parts":[[2024,12,18]],"date-time":"2024-12-18T17:53:00Z","timestamp":1734544380000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Monitoring measles infections using flight passenger dynamics in Europe: A data-driven approach"],"prefix":"10.1038","volume":"11","author":[{"given":"Chiara","family":"Romano","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9485-3877","authenticated-orcid":false,"given":"Francesco","family":"Branda","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fabio","family":"Scarpa","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Giovanna Jona","family":"Lasinio","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3866-9239","authenticated-orcid":false,"given":"Massimo","family":"Ciccozzi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2024,12,18]]},"reference":[{"key":"4231_CR1","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1007\/s007050170198","volume":"146","author":"DE Griffin","year":"2001","unstructured":"Griffin, D. E. & Bellini, W. Measles virus. fields virology. Lippincott-Raven Hashimoto, M., Une, Y. and Mochizuki, M.(2001). Hemagglutinin genotype profiles of canine distemper virus from domestic dogs in Japan. Archives of Virology 146, 149\u2013155 (2001).","journal-title":"Archives of Virology"},{"key":"4231_CR2","doi-asserted-by":"publisher","first-page":"2490","DOI":"10.1016\/S0140-6736(17)31463-0","volume":"390","author":"WJ Moss","year":"2017","unstructured":"Moss, W. J. Measles. The Lancet 390, 2490\u20132502, https:\/\/doi.org\/10.1016\/S0140-6736(17)31463-0 (2017).","journal-title":"The Lancet"},{"key":"4231_CR3","doi-asserted-by":"publisher","first-page":"S4","DOI":"10.1086\/377712","volume":"189","author":"RT Perry","year":"2004","unstructured":"Perry, R. T. & Halsey, N. A. The clinical significance of measles: a review. The Journal of infectious diseases 189, S4\u2013S16 (2004).","journal-title":"The Journal of infectious diseases"},{"key":"4231_CR4","doi-asserted-by":"crossref","unstructured":"Sato, A. I. & Chatterjee, A. Measles: The road to eradication. In Viral, Parasitic, Bacterial, and Fungal Infections, 167\u2013175 (Elsevier, 2023).","DOI":"10.1016\/B978-0-323-85730-7.00063-1"},{"key":"4231_CR5","unstructured":"World Health Organization (WHO). Measles fact sheet. World Health Organization (WHO) (2024)."},{"key":"4231_CR6","doi-asserted-by":"publisher","first-page":"694","DOI":"10.1126\/science.aaa3662","volume":"348","author":"MJ Mina","year":"2015","unstructured":"Mina, M. J., Metcalf, C. J. E., De Swart, R. L., Osterhaus, A. & Grenfell, B. T. Long-term measles-induced immunomodulation increases overall childhood infectious disease mortality. Science 348, 694\u2013699 (2015).","journal-title":"Science"},{"key":"4231_CR7","doi-asserted-by":"publisher","first-page":"S574","DOI":"10.1093\/ofid\/ofx163.1502","volume":"4","author":"J Cherry","year":"2017","unstructured":"Cherry, J. & Heininger, U. Measles morbidity and mortality in the developed world are greater than the public perceives. Open Forum Infectious Diseases 4, S574\u2013S574 (2017).","journal-title":"Open Forum Infectious Diseases"},{"key":"4231_CR8","doi-asserted-by":"publisher","first-page":"248","DOI":"10.1016\/j.coviro.2012.03.005","volume":"2","author":"RD de Vries","year":"2012","unstructured":"de Vries, R. D., Mesman, A. W., Geijtenbeek, T. B., Duprex, W. P. & de Swart, R. L. The pathogenesis of measles. Current opinion in virology 2, 248\u2013255 (2012).","journal-title":"Current opinion in virology"},{"key":"4231_CR9","doi-asserted-by":"publisher","first-page":"5372","DOI":"10.1080\/21645515.2021.2007710","volume":"17","author":"BJ Kuter","year":"2021","unstructured":"Kuter, B. J., Marshall, G. S., Fergie, J., Schmidt, E. & Pawaskar, M. Prevention of measles, mumps and rubella: 40 years of global experience with mm-rii. Human Vaccines & Immunotherapeutics 17, 5372\u20135383 (2021).","journal-title":"Human Vaccines & Immunotherapeutics"},{"key":"4231_CR10","doi-asserted-by":"crossref","unstructured":"Dabbagh, A. Progress toward regional measles elimination\u2014worldwide, 2000\u20132016. MMWR. Morbidity and mortality weekly report 66 (2017).","DOI":"10.15585\/mmwr.mm6642a6"},{"key":"4231_CR11","doi-asserted-by":"publisher","first-page":"367","DOI":"10.3390\/idr16020028","volume":"16","author":"F Branda","year":"2024","unstructured":"Branda, F. et al. Global measles surveillance: Trends, challenges, and implications for public health interventions. Infectious Disease Reports 16, 367\u2013379 (2024).","journal-title":"Infectious Disease Reports"},{"key":"4231_CR12","unstructured":"World Health Organization (WHO). New measles surveillance data for 2019. World Health Organization (WHO) (2019)."},{"key":"4231_CR13","doi-asserted-by":"publisher","first-page":"2194","DOI":"10.1093\/tbm\/ibab128","volume":"11","author":"R Garett","year":"2021","unstructured":"Garett, R. & Young, S. D. Online misinformation and vaccine hesitancy. Translational behavioral medicine 11, 2194\u20132199 (2021).","journal-title":"Translational behavioral medicine"},{"key":"4231_CR14","doi-asserted-by":"publisher","first-page":"719","DOI":"10.1136\/jech-2017-210296","volume":"72","author":"M Hajizadeh","year":"2018","unstructured":"Hajizadeh, M. Socioeconomic inequalities in child vaccination in low\/middle-income countries: what accounts for the differences? J Epidemiol Community Health 72, 719\u2013725 (2018).","journal-title":"J Epidemiol Community Health"},{"key":"4231_CR15","doi-asserted-by":"crossref","unstructured":"Utazi, C. E. & Tatem, A. J. Precise mapping reveals gaps in global measles vaccination coverage (2021).","DOI":"10.1038\/d41586-020-03391-1"},{"key":"4231_CR16","doi-asserted-by":"publisher","DOI":"10.1186\/s12916-022-02277-5","volume":"20","author":"A Robert","year":"2022","unstructured":"Robert, A., Kucharski, A. J. & Funk, S. The impact of local vaccine coverage and recent incidence on measles transmission in france between 2009 and 2018. BMC medicine 20, 77 (2022).","journal-title":"BMC medicine"},{"key":"4231_CR17","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s12916-021-02157-4","volume":"19","author":"H Fu","year":"2021","unstructured":"Fu, H. et al. Effect of evidence updates on key determinants of measles vaccination impact: a dynamice modelling study in ten high-burden countries. BMC medicine 19, 1\u201315 (2021).","journal-title":"BMC medicine"},{"key":"4231_CR18","doi-asserted-by":"publisher","DOI":"10.1186\/s12961-021-00765-3","volume":"20","author":"E Tsai","year":"2022","unstructured":"Tsai, E., Allen, P., Saliba, L. F. & Brownson, R. C. The power of partnerships: state public health department multisector collaborations in major chronic disease programme areas in the united states. Health Research Policy and Systems 20, 80 (2022).","journal-title":"Health Research Policy and Systems"},{"key":"4231_CR19","unstructured":"European Center for Disease Prevention and Control (ECDC). Surveillance atlas of infectious diseases \u2014 measles. https:\/\/atlas.ecdc.europa.eu\/public\/index.aspx (2024)."},{"key":"4231_CR20","unstructured":"World Health Organization (WHO). Measles \u2013 number of reported cases. https:\/\/immunizationdata.who.int\/global?topic=Provisional-measles-and-rubella-data&location= (2024)."},{"key":"4231_CR21","unstructured":"World health organization. measles vaccination coverage. who\/unicef joint estimates of national immunization coverage (wuenic). https:\/\/immunizationdata.who.int\/global\/wiise-detail-page\/measles-vaccination-coverage?CODE=EUR&GROUP=Countries&ANTIGEN=MCV1+MCV2&YEAR= (2023)."},{"key":"4231_CR22","unstructured":"Eurostat, the statistical office of the european union. population (national level) (demo_pjan). https:\/\/ec.europa.eu\/eurostat\/databrowser\/view\/demo_pjan\/default\/table?lang=en&category=demo.demo_pop (2024)."},{"key":"4231_CR23","unstructured":"Population division of the department of economic and social affairs of the united nations secretariat. the 2022 revision of world population prospects. https:\/\/population.un.org\/wpp\/ (2022)."},{"key":"4231_CR24","unstructured":"Eurostat, the statistical office of the european union. database. https:\/\/ec.europa.eu\/eurostat\/data\/database (2024)."},{"key":"4231_CR25","unstructured":"Uk civil aviation authority. downloadable data on uk airports. https:\/\/www.caa.co.uk\/data-and-analysis\/uk-aviation-market\/airports\/uk-airport-data\/ (2024)."},{"key":"4231_CR26","unstructured":"Uk civil aviation authority. international air passenger traffic to and from reporting airports for 2020. table 12.1. https:\/\/www.caa.co.uk\/Documents\/Download\/3942\/84777cab-434d-4271-8990-5da13e832674\/1696 (2020)."},{"key":"4231_CR27","unstructured":"Uk civil aviation authority. international air passenger traffic to and from reporting airports for 2022. table 12.1. https:\/\/www.caa.co.uk\/Documents\/Download\/9116\/47a460b2-0592-4ef7-b24b-aa5e27ccfce4\/5647 (2022)."},{"key":"4231_CR28","doi-asserted-by":"publisher","DOI":"10.5281\/zenodo.13748895","author":"C Branda","year":"2024","unstructured":"Branda, C. & Romano, F. Measles. Zenodo. https:\/\/doi.org\/10.5281\/zenodo.13748895 (2024)."},{"key":"4231_CR29","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1191\/1471082X05st098oa","volume":"5","author":"L Held","year":"2005","unstructured":"Held, L., H\u00f6hle, M. & Hofmann, M. A statistical framework for the analysis of multivariate infectious disease surveillance counts. Statistical modelling 5, 187\u2013199 (2005).","journal-title":"Statistical modelling"},{"key":"4231_CR30","doi-asserted-by":"publisher","first-page":"571","DOI":"10.1007\/s00180-007-0074-8","volume":"22","author":"M H\u00f6hle","year":"2007","unstructured":"H\u00f6hle, M. An r package for the monitoring of infectious diseases. Computational Statistics 22, 571\u2013582 (2007).","journal-title":"Computational Statistics"}],"container-title":["Scientific Data"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.nature.com\/articles\/s41597-024-04231-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.nature.com\/articles\/s41597-024-04231-x","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.nature.com\/articles\/s41597-024-04231-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,18]],"date-time":"2024-12-18T18:07:41Z","timestamp":1734545261000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.nature.com\/articles\/s41597-024-04231-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,18]]},"references-count":30,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2024,12]]}},"alternative-id":["4231"],"URL":"https:\/\/doi.org\/10.1038\/s41597-024-04231-x","relation":{"references":[{"id-type":"doi","id":"10.5281\/zenodo.13748895","asserted-by":"subject"}]},"ISSN":["2052-4463"],"issn-type":[{"value":"2052-4463","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12,18]]},"assertion":[{"value":"19 September 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 December 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 December 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors declare no competing interests.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"1358"}}