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  2. College of Bioresources and Agriculture / 生物資源暨農學院
  3. Bioenvironmental Systems Engineering / 生物環境系統工程學系
  4. Seasonal dynamics of tuberculosis epidemics and implications for multidrug-resistant infection risk assessment
 
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Seasonal dynamics of tuberculosis epidemics and implications for multidrug-resistant infection risk assessment

Journal
Epidemiology and Infection
Journal Volume
142
Journal Issue
2
Pages
358-370
Date Issued
2014
Author(s)
Lin Y.-J.
CHUNG-MIN LIAO  
DOI
10.1017/S0950268813001040
URI
https://scholars.lib.ntu.edu.tw/handle/123456789/448867
URL
https://www2.scopus.com/inward/record.uri?eid=2-s2.0-84894326379&doi=10.1017%2fS0950268813001040&partnerID=40&md5=43a73a2b50a2a2d059bbcc68e7da2cd4
Abstract
Understanding how seasonality shapes the dynamics of tuberculosis (TB) is essential in determining risks of transmission and drug resistance in (sub)tropical regions. We developed a relative fitness-based multidrug-resistant (MDR) TB model incorporated with seasonality and a probabilistic assessment model to assess infection risk in Taiwan regions. The model accurately captures the seasonal transmission and population dynamics of TB incidence during 2006-2008 and MDR TB in high TB burden areas during 2006-2010 in Taiwan. There is ?3% probability of having exceeded 50% of the population infected attributed to MDR TB. Our model not only provides insight into the understanding of the interactions between seasonal dynamics of TB and environmental factors but is also capable of predicting the seasonal patterns of TB incidence associated with MDR TB infection risk. A better understanding of the mechanisms of TB seasonality will be critical in predicting the impact of public control programmes. ? 2013 Cambridge University Press.
Subjects
Infection risk; modelling; multidrug-resistant; seasonality; transmission; tuberculosis
SDGs

[SDGs]SDG3

Other Subjects
article; controlled study; disease association; disease transmission; environmental factor; error; human; humidity; incidence; infection risk; multidrug resistant tuberculosis; population dynamics; probability; risk assessment; root mean squared error; seasonal variation; statistical model; Taiwan; temperature; tuberculosis; uncertainty; epidemic; lung tuberculosis; multidrug resistant tuberculosis; risk assessment; risk factor; season; statistics; Taiwan; epidemic; statistics and numerical data; transmission; Tuberculosis, Multidrug-Resistant; Tuberculosis, Pulmonary; Epidemics; Humans; Incidence; Models, Statistical; Population Dynamics; Risk Assessment; Risk Factors; Seasons; Taiwan; Tuberculosis, Multidrug-Resistant; Tuberculosis, Pulmonary; Epidemics; Humans; Incidence; Models, Statistical; Population Dynamics; Risk Assessment; Risk Factors; Seasons; Taiwan; Tuberculosis, Multidrug-Resistant; Tuberculosis, Pulmonary
Type
journal article

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