{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,2]],"date-time":"2026-09-02T13:59:37Z","timestamp":1788357577237,"version":"build-2803163510"},"reference-count":24,"publisher":"Springer Science and Business Media LLC","issue":"S13","license":[{"start":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T00:00:00Z","timestamp":1773619200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T00:00:00Z","timestamp":1773619200000},"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":["BMC Proc"],"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:p>Respiratory pathogen surveillance dashboards surged during the COVID-19 pandemic and have remained widely used tools for real-time data visualization in public health. While these dashboards offer timely, actionable insights for monitoring trends and decision-making, their rapid expansion has also highlighted persistent challenges related to governance, data accessibility, standardization, and sustainability. To explore these issues in depth, the Center of Excellence for Respiratory Pathogens (CERP) hosted a two-day workshop in Lyon, France. Experts representing a range of respiratory pathogen surveillance initiatives convened to share experiences, highlight successes, and discuss ongoing challenges. Key themes included the need for improved data quality, transparency, and standardization; sustainable IT infrastructure and staffing; greater access to underlying data; and alignment between dashboard objectives and user needs. Participants emphasized that broader governance and collaboration challenges strongly impact dashboard performance and interoperability. This report summarizes the valuable insights and subsequent actionable recommendations that emerged from the workshop, offering guidance to both developers and users of respiratory pathogen (or disease burden) dashboards. It aims to support the development of a more integrated, effective, and sustainable global respiratory surveillance ecosystem.<\/jats:p>","DOI":"10.1186\/s12919-026-00368-2","type":"journal-article","created":{"date-parts":[[2026,3,15]],"date-time":"2026-03-15T23:02:01Z","timestamp":1773615721000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Respiratory virus surveillance in the post-pandemic era: challenges and opportunities for dashboard-based public health action"],"prefix":"10.1186","volume":"20","author":[{"given":"Adrienne","family":"Halley","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Caroline","family":"Schneeberger","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Foekje F.","family":"Stelma","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aby Ba","family":"Diallo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ombeline","family":"Jollivet","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bronke","family":"Boudewijns","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marie-No\u00eblle","family":"Billard","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Julika","family":"Frome","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jean-Sebastien","family":"Casalegno","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Katharina B.","family":"Lauer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"C\u00e9dric","family":"Mah\u00e9","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Erica","family":"Dueger","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marco","family":"Del Riccio","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alexandre","family":"Descamps","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anna","family":"Maisa","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Siddhivinayak","family":"Hirve","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Saverio","family":"Caini","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marta C.","family":"Nunes","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,3,16]]},"reference":[{"key":"368_CR1","unstructured":"WHO benchmarks for strengthening health emergency capacities. Geneva: World Health Organization; 2023. Licence: CC BY-NC-SA 3.0 IGO."},{"key":"368_CR2","unstructured":"Respiratory pathogens pandemic preparedness: perspectives on research priorities and key measures of success, meeting report, Belfast, Northern Ireland, United Kingdom, 28 September 2022. Geneva: World Health Organization; 2024. Licence: CC BY-NC-SA 3.0 IGO"},{"issue":"2","key":"368_CR3","doi-asserted-by":"publisher","first-page":"e011454","DOI":"10.1136\/bmjgh-2022-011454","volume":"8","author":"B AlKnawy","year":"2023","unstructured":"AlKnawy B, Kozlakidis Z, Tarkoma S, Bates D, Honkela A, Crooks G, et al. Digital public health leadership in the global fight for health security. BMJ Glob Health. 2023;8(2):e011454. https:\/\/doi.org\/10.1136\/bmjgh-2022-011454.","journal-title":"BMJ Glob Health"},{"issue":"2","key":"368_CR4","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1109\/MCG.2025.3538257","volume":"45","author":"A Arleo","year":"2025","unstructured":"Arleo A, Borgo R, Kohlhammer J, Ruddle RA, Scharlach H, Yuan X. Reflections on the use of dashboards in the COVID-19 pandemic. IEEE Comput Graph Appl. 2025;45(2):135\u201342. https:\/\/doi.org\/10.1109\/MCG.2025.3538257.","journal-title":"IEEE Comput Graph Appl"},{"key":"368_CR5","doi-asserted-by":"publisher","unstructured":"Wang G, & colleagues. COVIDashboardsWild: An interactive review on COVID-19 data dashboards. The Lancet Digital Health. Advance online publication. 2025. https:\/\/doi.org\/10.1016\/j.lanepe.2025.10000701","DOI":"10.1016\/j.lanepe.2025.10000701"},{"issue":"3","key":"368_CR6","doi-asserted-by":"publisher","first-page":"645","DOI":"10.1007\/s44197-024-00272-y","volume":"14","author":"H McClymont","year":"2024","unstructured":"McClymont H, Lambert SB, Barr I, Vardoulakis S, Bambrick H, Hu W. Internet-based surveillance systems and infectious diseases prediction: an updated review of the last 10 years and lessons from the COVID-19 pandemic. J Epidemiol Glob Health. 2024;14(3):645\u201357. https:\/\/doi.org\/10.1007\/s44197-024-00272-y.","journal-title":"J Epidemiol Glob Health"},{"key":"368_CR7","doi-asserted-by":"publisher","unstructured":"Simpson RB, Gottlieb J, Zhou B, Hartwick MA, Naumova EN. Completeness of open access FluNet influenza surveillance data for Pan-America in 2005\u20132019. Sci Rep 2021;11(1). https:\/\/doi.org\/10.1038\/s41598-020-80842-9","DOI":"10.1038\/s41598-020-80842-9"},{"key":"368_CR8","unstructured":"Centre of Excellence in Respiratory Pathogens (CERP). EPI Live! Flu. https:\/\/flu.cerp-epi.com\/. Accessed October 2025."},{"key":"368_CR9","unstructured":"Nivel. FluCov Dashboard. https:\/\/www.nivel.nl\/en\/dossier-epidemiology-respiratory-viruses\/flucov-dashboard. Accessed October 2025."},{"key":"368_CR10","unstructured":"ReSViNET Foundation. RSV Dashboard. https:\/\/resvinet.org\/rsv-tools\/rsv-dashboard\/. Accessed October 2025."},{"key":"368_CR11","unstructured":"Aiolos. Home - Aiolos. 6 Aug 2024. https:\/\/aiolos-project.org\/. Accessed October 2025."},{"key":"368_CR12","unstructured":"Predictive Health Intelligence & Data Analytics | Airfinity. Airfinity. https:\/\/www.airfinity.com\/. Accessed October 2025."},{"key":"368_CR13","unstructured":"ERVIS. Home. https:\/\/erviss.org\/. Accessed October 2025."},{"key":"368_CR14","unstructured":"Public Health Ontario. Ontario respiratory virus tool. https:\/\/www.publichealthontario.ca\/en\/Data-and-Analysis\/Infectious-Disease\/Respiratory-Virus-Tool.\u00a02025."},{"key":"368_CR15","doi-asserted-by":"publisher","unstructured":"Nunes MC, Chauvel C, Raboni SM, L\u00f3pez\u2010Labrador FX, Andrew MK, Badar N, Baillie V, Bal A, Baral K, Baumeister E, Boutros C, Burtseva E, Coulibaly D, Cowling B, Danilenko D, Dbaibo G, Destras G, Dia N, Dr\u0103g\u0103nescu AC, Chaves SS, et al. The Global Influenza Hospital Surveillance Network: a multicountry public health collaboration. Influenza Other Respir Viruses. 2025;19(3). https:\/\/doi.org\/10.1111\/irv.70091","DOI":"10.1111\/irv.70091"},{"key":"368_CR16","unstructured":"World Health Organisation. Global Influenza Surveillance and Response System (GISRS). who.int. 2025. https:\/\/www.who.int\/initiatives\/global-influenza-surveillance-and-response-system. Accessed October 2025."},{"key":"368_CR17","doi-asserted-by":"publisher","first-page":"4548","DOI":"10.1038\/s41467-023-40305-x","volume":"14","author":"X Li","year":"2023","unstructured":"Li X, Liu H, Gao L, Sherchan SP, Zhou T, Khan SJ, et al. Wastewater-based epidemiology predicts COVID-19-induced weekly new hospital admissions in over 150 USA counties. Nat Commun. 2023;14:4548. https:\/\/doi.org\/10.1038\/s41467-023-40305-x.","journal-title":"Nat Commun"},{"key":"368_CR18","doi-asserted-by":"publisher","first-page":"1075","DOI":"10.1057\/s41599-024-03589-y","volume":"11","author":"B Shi","year":"2024","unstructured":"Shi B, Huang W, Dang Y, Zhou W. Leveraging social media data for pandemic detection and prediction. Humanit Soc Sci Commun. 2024;11:1075. https:\/\/doi.org\/10.1057\/s41599-024-03589-y.","journal-title":"Humanit Soc Sci Commun"},{"issue":"7","key":"368_CR19","doi-asserted-by":"publisher","first-page":"1104","DOI":"10.3390\/ijerph22071104","volume":"22","author":"Y Liscano","year":"2025","unstructured":"Liscano Y, Anillo Arrieta LA, Montenegro JF, Prieto-Alvarado D, Ordo\u00f1ez J. Early warning of infectious disease outbreaks using social media and digital data: a scoping review. Int J Environ Res Public Health. 2025;22(7):1104. https:\/\/doi.org\/10.3390\/ijerph22071104.","journal-title":"Int J Environ Res Public Health"},{"key":"368_CR20","unstructured":"International Organization for Standardization. ISO 9241\u2013210:2019 \u2014 Ergonomics of human-system interaction \u2014 Part 210: Human-centred design for interactive systems. ISO. 2019. https:\/\/www.iso.org\/standard\/77520.html. Accessed November 2025."},{"issue":"2","key":"368_CR21","doi-asserted-by":"publisher","first-page":"e19279","DOI":"10.2196\/19279","volume":"6","author":"S McLennan","year":"2020","unstructured":"McLennan S, Celi LA, Buyx A. COVID-19: putting the general data protection regulation to the test. JMIR Public Health Surveill. 2020;6(2):e19279. https:\/\/doi.org\/10.2196\/19279.","journal-title":"JMIR Public Health Surveill"},{"key":"368_CR22","unstructured":"WHO. Implementing the Integrated sentinel surveillance of influenza and other respiratory viruses of epidemic and pandemic Potential by the Global Influenza Surveillance and Response System. In who.int (No. 978\u201392\u20134\u2013010143\u20132). 2024."},{"key":"368_CR23","doi-asserted-by":"crossref","unstructured":"Mah\u00e9 C, Kannt A, on behalf of the AIOLOS consortium. Policy makers must adopt agile signal detection tools to strengthen epidemiological surveillance and improve pandemic preparedness. Health Policy. 2025;159:105386.","DOI":"10.1016\/j.healthpol.2025.105386"},{"key":"368_CR24","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1186\/s12985-024-02545-1","volume":"21","author":"ML Bartlett","year":"2024","unstructured":"Bartlett ML, Uhart M. Leveraging one health as a sentinel approach for pandemic resilience. Virol J. 2024;21:269. https:\/\/doi.org\/10.1186\/s12985-024-02545-1.","journal-title":"Virol J"}],"updated-by":[{"DOI":"10.1186\/s12919-026-00372-6","type":"correction","label":"Correction","source":"publisher","updated":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T00:00:00Z","timestamp":1775088000000}}],"container-title":["BMC Proceedings"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s12919-026-00368-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1186\/s12919-026-00368-2","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s12919-026-00368-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T09:01:57Z","timestamp":1775120517000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1186\/s12919-026-00368-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,16]]},"references-count":24,"journal-issue":{"issue":"S13","published-online":{"date-parts":[[2026,3]]}},"alternative-id":["368"],"URL":"https:\/\/doi.org\/10.1186\/s12919-026-00368-2","relation":{},"ISSN":["1753-6561"],"issn-type":[{"value":"1753-6561","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,3,16]]},"assertion":[{"value":"16 March 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 April 2026","order":3,"name":"change_date","label":"Change Date","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"Correction","order":4,"name":"change_type","label":"Change Type","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"A Correction to this paper has been published:","order":5,"name":"change_details","label":"Change Details","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"https:\/\/doi.org\/10.1186\/s12919-026-00372-6","URL":"https:\/\/doi.org\/10.1186\/s12919-026-00372-6","order":6,"name":"change_details","label":"Change Details","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Not applicable. This article reports on a workshop and does not involve human participants or identifiable patient data.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics approval and consent to participate"}},{"value":"Not applicable. No individual participant data are presented in this article.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent for publication"}},{"value":"M.D.R. reports having collaborated on research projects related to the epidemiology and prevention of influenza, RSV, and SARS-CoV-2, funded by, or having provided consultancy services to, or received research or travel grants from AstraZeneca, GSK, CSL Seqirus, Moderna, Pfizer, and Sanofi.\n                      MCN reports grants from Sanofi; and personal fees from Pfizer and Sanofi.\n                      CM, ED, and OJ are Sanofi employees and may hold stock shares\n                      B.B. reports having collaborated on research projects related to the epidemiology and prevention of influenza and SARS-CoV-2, funded by Sanofi and having provided consultancy services to Sanofi.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"10"}}