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Log-Linear Modelling of Effect of Age and Gender on the Spread of Hepatitis B Virus Infection in Lagos State, Nigeria
BACKGROUND: The effect of age and gender on the transmission of any infectious disease can be of great important because the age at which the host contact the disease may be a determinant on the rate at which the disease will spread. AIM: The purpose of this research is to model the significant effe...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Republic of Macedonia
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6698125/ https://www.ncbi.nlm.nih.gov/pubmed/31456852 http://dx.doi.org/10.3889/oamjms.2019.573 |
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author | Odetunmibi, Oluwole A. Adejumo, Adebowale O. Anake, Timothy A. |
author_facet | Odetunmibi, Oluwole A. Adejumo, Adebowale O. Anake, Timothy A. |
author_sort | Odetunmibi, Oluwole A. |
collection | PubMed |
description | BACKGROUND: The effect of age and gender on the transmission of any infectious disease can be of great important because the age at which the host contact the disease may be a determinant on the rate at which the disease will spread. AIM: The purpose of this research is to model the significant effect of age and gender on the spread of hepatitis B virus using data collected from Lagos State, Nigeria. MATERIAL AND METHODS: The data that was used for this research is a ten years data covering the period of 2006 to 2015, which was collected from Nigeria Institute of Medical Research (NIMR). A log-linear modelling approach was employed using R programming language software. Akaike Information Criterion (AIC) method of model selection was used in selecting the best model. RESULTS: It was discovered from the analysis that both factors (age and gender) have a significant effect on the spread of hepatitis B infection. This means that the age at which an individual is tested positive to hepatitis B virus will affect the spread of the disease. In choosing the best model among the four models that were developed, model AY: GY (age & year: gender and year) was found to be the best model. CONCLUSION: Age and gender were found to act as a risk influencer that could have a great effect on the transmission of hepatitis B virus infections in Lagos state, Nigeria. |
format | Online Article Text |
id | pubmed-6698125 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Republic of Macedonia |
record_format | MEDLINE/PubMed |
spelling | pubmed-66981252019-08-27 Log-Linear Modelling of Effect of Age and Gender on the Spread of Hepatitis B Virus Infection in Lagos State, Nigeria Odetunmibi, Oluwole A. Adejumo, Adebowale O. Anake, Timothy A. Open Access Maced J Med Sci Public Health BACKGROUND: The effect of age and gender on the transmission of any infectious disease can be of great important because the age at which the host contact the disease may be a determinant on the rate at which the disease will spread. AIM: The purpose of this research is to model the significant effect of age and gender on the spread of hepatitis B virus using data collected from Lagos State, Nigeria. MATERIAL AND METHODS: The data that was used for this research is a ten years data covering the period of 2006 to 2015, which was collected from Nigeria Institute of Medical Research (NIMR). A log-linear modelling approach was employed using R programming language software. Akaike Information Criterion (AIC) method of model selection was used in selecting the best model. RESULTS: It was discovered from the analysis that both factors (age and gender) have a significant effect on the spread of hepatitis B infection. This means that the age at which an individual is tested positive to hepatitis B virus will affect the spread of the disease. In choosing the best model among the four models that were developed, model AY: GY (age & year: gender and year) was found to be the best model. CONCLUSION: Age and gender were found to act as a risk influencer that could have a great effect on the transmission of hepatitis B virus infections in Lagos state, Nigeria. Republic of Macedonia 2019-07-13 /pmc/articles/PMC6698125/ /pubmed/31456852 http://dx.doi.org/10.3889/oamjms.2019.573 Text en Copyright: © 2019 Oluwole A. Odetunmibi, Adebowale O. Adejumo, Timothy A. Anake. http://creativecommons.org/licenses/CC BY-NC/4.0 This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0). |
spellingShingle | Public Health Odetunmibi, Oluwole A. Adejumo, Adebowale O. Anake, Timothy A. Log-Linear Modelling of Effect of Age and Gender on the Spread of Hepatitis B Virus Infection in Lagos State, Nigeria |
title | Log-Linear Modelling of Effect of Age and Gender on the Spread of Hepatitis B Virus Infection in Lagos State, Nigeria |
title_full | Log-Linear Modelling of Effect of Age and Gender on the Spread of Hepatitis B Virus Infection in Lagos State, Nigeria |
title_fullStr | Log-Linear Modelling of Effect of Age and Gender on the Spread of Hepatitis B Virus Infection in Lagos State, Nigeria |
title_full_unstemmed | Log-Linear Modelling of Effect of Age and Gender on the Spread of Hepatitis B Virus Infection in Lagos State, Nigeria |
title_short | Log-Linear Modelling of Effect of Age and Gender on the Spread of Hepatitis B Virus Infection in Lagos State, Nigeria |
title_sort | log-linear modelling of effect of age and gender on the spread of hepatitis b virus infection in lagos state, nigeria |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6698125/ https://www.ncbi.nlm.nih.gov/pubmed/31456852 http://dx.doi.org/10.3889/oamjms.2019.573 |
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