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- Publisher Website: 10.1098/rsif.2010.0679
- Scopus: eid_2-s2.0-79961110734
- PMID: 21345858
- WOS: WOS:000293069800003
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Article: Estimating reproduction numbers for adults and children from case data
Title | Estimating reproduction numbers for adults and children from case data |
---|---|
Authors | |
Keywords | Influenza Outbreak data Reproduction number Type structure |
Issue Date | 2011 |
Publisher | The Royal Society. The Journal's web site is located at http://publishing.royalsociety.org/index.cfm?page=1572 |
Citation | Journal Of The Royal Society Interface, 2011, v. 8 n. 62, p. 1248-1259 How to Cite? |
Abstract | We present a method for estimating reproduction numbers for adults and children from daily onset data, using pandemic influenza A(H1N1) data as a case study. We investigate the impact of different underlying transmission assumptions on our estimates, and identify that asymmetric reproduction matrices are often appropriate. Under-reporting of cases can bias estimates of the reproduction numbers if reporting rates are not equal across the two age groups. However, we demonstrate that the estimate of the higher reproduction number is robust to disproportionate data-thinning. Applying the method to 2009 pandemic influenza H1N1 data from Japan, we demonstrate that the reproduction number for children was considerably higher than that of adults, and that our estimates are insensitive to our choice of reproduction matrix. © 2011 The Royal Society. |
Persistent Identifier | http://hdl.handle.net/10722/151749 |
ISSN | 2023 Impact Factor: 3.7 2023 SCImago Journal Rankings: 1.101 |
ISI Accession Number ID | |
References |
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Glass, K | en_US |
dc.contributor.author | Mercer, GN | en_US |
dc.contributor.author | Nishiura, H | en_US |
dc.contributor.author | Mcbryde, ES | en_US |
dc.contributor.author | Becker, NG | en_US |
dc.date.accessioned | 2012-06-26T06:27:49Z | - |
dc.date.available | 2012-06-26T06:27:49Z | - |
dc.date.issued | 2011 | en_US |
dc.identifier.citation | Journal Of The Royal Society Interface, 2011, v. 8 n. 62, p. 1248-1259 | en_US |
dc.identifier.issn | 1742-5689 | en_US |
dc.identifier.uri | http://hdl.handle.net/10722/151749 | - |
dc.description.abstract | We present a method for estimating reproduction numbers for adults and children from daily onset data, using pandemic influenza A(H1N1) data as a case study. We investigate the impact of different underlying transmission assumptions on our estimates, and identify that asymmetric reproduction matrices are often appropriate. Under-reporting of cases can bias estimates of the reproduction numbers if reporting rates are not equal across the two age groups. However, we demonstrate that the estimate of the higher reproduction number is robust to disproportionate data-thinning. Applying the method to 2009 pandemic influenza H1N1 data from Japan, we demonstrate that the reproduction number for children was considerably higher than that of adults, and that our estimates are insensitive to our choice of reproduction matrix. © 2011 The Royal Society. | en_US |
dc.language | eng | en_US |
dc.publisher | The Royal Society. The Journal's web site is located at http://publishing.royalsociety.org/index.cfm?page=1572 | en_US |
dc.relation.ispartof | Journal of the Royal Society Interface | en_US |
dc.subject | Influenza | - |
dc.subject | Outbreak data | - |
dc.subject | Reproduction number | - |
dc.subject | Type structure | - |
dc.subject.mesh | Adult | en_US |
dc.subject.mesh | Basic Reproduction Number | en_US |
dc.subject.mesh | Child | en_US |
dc.subject.mesh | Data Interpretation, Statistical | en_US |
dc.subject.mesh | Disease Outbreaks | en_US |
dc.subject.mesh | Humans | en_US |
dc.subject.mesh | Influenza A Virus, H1n1 Subtype - Growth & Development | en_US |
dc.subject.mesh | Influenza, Human - Epidemiology - Transmission | en_US |
dc.subject.mesh | Japan - Epidemiology | en_US |
dc.title | Estimating reproduction numbers for adults and children from case data | en_US |
dc.type | Article | en_US |
dc.identifier.email | Nishiura, H:nishiura@hku.hk | en_US |
dc.identifier.authority | Nishiura, H=rp01488 | en_US |
dc.description.nature | link_to_subscribed_fulltext | en_US |
dc.identifier.doi | 10.1098/rsif.2010.0679 | en_US |
dc.identifier.pmid | 21345858 | - |
dc.identifier.scopus | eid_2-s2.0-79961110734 | en_US |
dc.relation.references | http://www.scopus.com/mlt/select.url?eid=2-s2.0-79961110734&selection=ref&src=s&origin=recordpage | en_US |
dc.identifier.volume | 8 | en_US |
dc.identifier.issue | 62 | en_US |
dc.identifier.spage | 1248 | en_US |
dc.identifier.epage | 1259 | en_US |
dc.identifier.isi | WOS:000293069800003 | - |
dc.publisher.place | United Kingdom | en_US |
dc.identifier.scopusauthorid | Glass, K=7006027026 | en_US |
dc.identifier.scopusauthorid | Mercer, GN=36440043700 | en_US |
dc.identifier.scopusauthorid | Nishiura, H=7005501836 | en_US |
dc.identifier.scopusauthorid | McBryde, ES=24080701400 | en_US |
dc.identifier.scopusauthorid | Becker, NG=15024329600 | en_US |
dc.identifier.citeulike | 9661361 | - |
dc.identifier.issnl | 1742-5662 | - |