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Time series analysis of demographic and temporal trends of tuberculosis in Singapore
BACKGROUND: Singapore is an intermediate tuberculosis (TB) incidence country, with a recent rise in TB incidence from 2008, after a fall in incidence since 1998. This study identified population characteristics that were associated with the recent increase in TB cases, and built a predictive model o...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4230736/ https://www.ncbi.nlm.nih.gov/pubmed/25359711 http://dx.doi.org/10.1186/1471-2458-14-1121 |
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author | Wah, Win Das, Sourav Earnest, Arul Lim, Leo Kang Yang Chee, Cynthia Bin Eng Cook, Alex Richard Wang, Yee Tang Win, Khin Mar Kyi Ong, Marcus Eng Hock Hsu, Li Yang |
author_facet | Wah, Win Das, Sourav Earnest, Arul Lim, Leo Kang Yang Chee, Cynthia Bin Eng Cook, Alex Richard Wang, Yee Tang Win, Khin Mar Kyi Ong, Marcus Eng Hock Hsu, Li Yang |
author_sort | Wah, Win |
collection | PubMed |
description | BACKGROUND: Singapore is an intermediate tuberculosis (TB) incidence country, with a recent rise in TB incidence from 2008, after a fall in incidence since 1998. This study identified population characteristics that were associated with the recent increase in TB cases, and built a predictive model of TB risk in Singapore. METHODS: Retrospective time series analysis was used to study TB notification data collected from 1995 to 2011 from the Singapore Tuberculosis Elimination Program (STEP) registry. A predictive model was developed based on the data collected from 1995 to 2010 and validated using the data collected in 2011. RESULTS: There was a significant difference in demographic characteristics between resident and non-resident TB cases. TB risk was higher in non-residents than in residents throughout the period. We found no significant association between demographic and macro-economic factors and annual incidence of TB with or without adjusting for the population-at-risk. Despite growing non-resident population, there was a significant decrease in the non-resident TB risk (p < 0.0001). However, there was no evidence of trend in the resident TB risk over this time period, though differences between different demographic groups were apparent with ethnic minorities experiencing higher incidence rates. CONCLUSION: The study found that despite an increasing size of non-resident population, TB risk among non-residents was decreasing at a rate of about 3% per year. There was an apparent seasonality in the TB reporting. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2458-14-1121) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4230736 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-42307362014-11-14 Time series analysis of demographic and temporal trends of tuberculosis in Singapore Wah, Win Das, Sourav Earnest, Arul Lim, Leo Kang Yang Chee, Cynthia Bin Eng Cook, Alex Richard Wang, Yee Tang Win, Khin Mar Kyi Ong, Marcus Eng Hock Hsu, Li Yang BMC Public Health Research Article BACKGROUND: Singapore is an intermediate tuberculosis (TB) incidence country, with a recent rise in TB incidence from 2008, after a fall in incidence since 1998. This study identified population characteristics that were associated with the recent increase in TB cases, and built a predictive model of TB risk in Singapore. METHODS: Retrospective time series analysis was used to study TB notification data collected from 1995 to 2011 from the Singapore Tuberculosis Elimination Program (STEP) registry. A predictive model was developed based on the data collected from 1995 to 2010 and validated using the data collected in 2011. RESULTS: There was a significant difference in demographic characteristics between resident and non-resident TB cases. TB risk was higher in non-residents than in residents throughout the period. We found no significant association between demographic and macro-economic factors and annual incidence of TB with or without adjusting for the population-at-risk. Despite growing non-resident population, there was a significant decrease in the non-resident TB risk (p < 0.0001). However, there was no evidence of trend in the resident TB risk over this time period, though differences between different demographic groups were apparent with ethnic minorities experiencing higher incidence rates. CONCLUSION: The study found that despite an increasing size of non-resident population, TB risk among non-residents was decreasing at a rate of about 3% per year. There was an apparent seasonality in the TB reporting. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2458-14-1121) contains supplementary material, which is available to authorized users. BioMed Central 2014-10-31 /pmc/articles/PMC4230736/ /pubmed/25359711 http://dx.doi.org/10.1186/1471-2458-14-1121 Text en © Wah et al.; licensee BioMed Central Ltd. 2014 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Wah, Win Das, Sourav Earnest, Arul Lim, Leo Kang Yang Chee, Cynthia Bin Eng Cook, Alex Richard Wang, Yee Tang Win, Khin Mar Kyi Ong, Marcus Eng Hock Hsu, Li Yang Time series analysis of demographic and temporal trends of tuberculosis in Singapore |
title | Time series analysis of demographic and temporal trends of tuberculosis in Singapore |
title_full | Time series analysis of demographic and temporal trends of tuberculosis in Singapore |
title_fullStr | Time series analysis of demographic and temporal trends of tuberculosis in Singapore |
title_full_unstemmed | Time series analysis of demographic and temporal trends of tuberculosis in Singapore |
title_short | Time series analysis of demographic and temporal trends of tuberculosis in Singapore |
title_sort | time series analysis of demographic and temporal trends of tuberculosis in singapore |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4230736/ https://www.ncbi.nlm.nih.gov/pubmed/25359711 http://dx.doi.org/10.1186/1471-2458-14-1121 |
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