Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/36883
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dc.contributor.authorMamouris, Pavlos-
dc.contributor.authorHenrard, Severine-
dc.contributor.authorMOLENBERGHS, Geert-
dc.contributor.authorVerhaegen, Jan-
dc.contributor.authorLin , Guohao-
dc.contributor.authorVaes , Bert-
dc.date.accessioned2022-03-10T15:35:43Z-
dc.date.available2022-03-10T15:35:43Z-
dc.date.issued2022-
dc.date.submitted2022-02-16T09:05:11Z-
dc.identifier.citationJOURNAL OF CLINICAL EPIDEMIOLOGY, 143 , p. 118 -127-
dc.identifier.urihttp://hdl.handle.net/1942/36883-
dc.description.abstractObjectives: We estimated the effect of pneumococcal vaccination (PV) on acute lower respiratory tract infections (LRTIs) in various age and risk groups using different methods within a causal inference methodological framework. Study design and setting: We used data from a general practitioners' morbidity registry for the year 2019. Both traditional statistical methods (regression-based and propensity score methods) and machine learning techniques were deployed. Multiple imputation was used to account for missing data. Relative risks (RRs) with 95% confidence intervals were estimated. Sensitivity analyses were performed to account for the severity of LRTIs and differences in vaccination registration. Results: All methods showed a standardized mean difference below 0.1 for each covariate. No method was found to be superior to another. PV (combination of conjugate and polysaccharide vaccine) had an overall protective effect for severe LRTIs. PV was protective in different age and risk groups, especially in people aged 50-84 years with an intermediate risk group. Conclusion: Using several techniques, PV was found to prevent severe LRTIs and confirmed the recommendations of the Belgian Superior Health Council. (c) 2021 Elsevier Inc. All rights reserved.-
dc.description.sponsorshipThis research received no external funding.-
dc.language.isoen-
dc.publisherELSEVIER SCIENCE INC-
dc.rights2021 Elsevier Inc. All rights reserved.-
dc.subject.otherPneumococcal vaccine-
dc.subject.otherRelative risk-
dc.subject.otherCausal inference-
dc.subject.otherPropensity score-
dc.subject.otherRegistry data-
dc.subject.otherMachine learning-
dc.titlePneumococcal vaccination prevented severe LRTIs in adults: a causal inference framework applied in registry data-
dc.typeJournal Contribution-
dc.identifier.epage127-
dc.identifier.spage118-
dc.identifier.volume143-
local.format.pages10-
local.bibliographicCitation.jcatA1-
dc.description.notesMamouris, P (corresponding author), Katholieke Univ Leuven, Dept Publ Hlth & Primary Care, Leuven, Belgium.-
dc.description.notespavlos.mamouris@kuleuven.be-
local.publisher.placeSTE 800, 230 PARK AVE, NEW YORK, NY 10169 USA-
local.type.refereedRefereed-
local.type.specifiedArticle-
dc.identifier.doi10.1016/j.jclinepi.2021.12.008-
dc.identifier.isiWOS:000740331000010-
dc.contributor.orcidVaes, Bert/0000-0001-5244-1930; Mamouris, Pavlos/0000-0001-7902-5355;-
dc.contributor.orcidLin, Guohao/0000-0002-7935-3081-
local.provider.typewosris-
local.description.affiliation[Mamouris, Pavlos; Lin, Guohao; Vaes, Bert] Katholieke Univ Leuven, Dept Publ Hlth & Primary Care, Leuven, Belgium.-
local.description.affiliation[Henrard, Severine] Catholic Univ Louvain, Louvain Drug Res Inst LDRI, Clin Pharm Res Grp, Brussels, Belgium.-
local.description.affiliation[Henrard, Severine] Catholic Univ Louvain, Inst Hlth & Soc IRSS, Brussels, Belgium.-
local.description.affiliation[Molenberghs, Geert] Univ Leuven, I BioStat, KU Leuven, Leuven, Belgium.-
local.description.affiliation[Molenberghs, Geert] Hasselt Univ, I BioStat, Diepenbeek, Belgium.-
local.description.affiliation[Verhaegen, Jan] Univ Hosp Leuven, Natl Reference Ctr Streptococcus Pneumoniae, Leuven, Belgium.-
local.description.affiliation[Verhaegen, Jan] Katholieke Univ Leuven, Dept Microbiol Immunol & Transplantat, Leuven, Belgium.-
local.uhasselt.internationalno-
item.fulltextWith Fulltext-
item.contributorMamouris, Pavlos-
item.contributorHenrard, Severine-
item.contributorMOLENBERGHS, Geert-
item.contributorVerhaegen, Jan-
item.contributorLin , Guohao-
item.contributorVaes , Bert-
item.accessRightsOpen Access-
item.validationecoom 2023-
item.fullcitationMamouris, Pavlos; Henrard, Severine; MOLENBERGHS, Geert; Verhaegen, Jan; Lin , Guohao & Vaes , Bert (2022) Pneumococcal vaccination prevented severe LRTIs in adults: a causal inference framework applied in registry data. In: JOURNAL OF CLINICAL EPIDEMIOLOGY, 143 , p. 118 -127.-
crisitem.journal.issn0895-4356-
crisitem.journal.eissn1878-5921-
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