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Multiple change point analysis of hepatitis B reports in Xinjiang, China from 2006 to 2021
OBJECTIVE: Hepatitis B (HB) is a major global challenge, but there has been a lack of epidemiological studies on HB incidence in Xinjiang from a change-point perspective. This study aims to bridge this gap by identifying significant change points and trends. METHOD: The datasets were obtained from t...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10682783/ https://www.ncbi.nlm.nih.gov/pubmed/38035295 http://dx.doi.org/10.3389/fpubh.2023.1223176 |
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author | Yang, Liping Xie, Na Yao, Yanru Wang, Chunxia RiFhat, Ramziya Tian, Maozai Wang, Kai |
author_facet | Yang, Liping Xie, Na Yao, Yanru Wang, Chunxia RiFhat, Ramziya Tian, Maozai Wang, Kai |
author_sort | Yang, Liping |
collection | PubMed |
description | OBJECTIVE: Hepatitis B (HB) is a major global challenge, but there has been a lack of epidemiological studies on HB incidence in Xinjiang from a change-point perspective. This study aims to bridge this gap by identifying significant change points and trends. METHOD: The datasets were obtained from the Xinjiang Information System for Disease Control and Prevention. Change points were identified using binary segmentation for full datasets and a segmented regression model for five age groups. RESULTS: The results showed four change points for the quarterly HB time series, with the period between the first change point (March 2007) and the second change point (March 2010) having the highest mean number of HB reports. In the subsequent segments, there was a clear downward trend in reported cases. The segmented regression model showed different numbers of change points for each age group, with the 30–50, 51–80, and 15–29 age groups having higher growth rates. CONCLUSION: Change point analysis has valuable applications in epidemiology. These findings provide important information for future epidemiological studies and early warning systems for HB. |
format | Online Article Text |
id | pubmed-10682783 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-106827832023-11-30 Multiple change point analysis of hepatitis B reports in Xinjiang, China from 2006 to 2021 Yang, Liping Xie, Na Yao, Yanru Wang, Chunxia RiFhat, Ramziya Tian, Maozai Wang, Kai Front Public Health Public Health OBJECTIVE: Hepatitis B (HB) is a major global challenge, but there has been a lack of epidemiological studies on HB incidence in Xinjiang from a change-point perspective. This study aims to bridge this gap by identifying significant change points and trends. METHOD: The datasets were obtained from the Xinjiang Information System for Disease Control and Prevention. Change points were identified using binary segmentation for full datasets and a segmented regression model for five age groups. RESULTS: The results showed four change points for the quarterly HB time series, with the period between the first change point (March 2007) and the second change point (March 2010) having the highest mean number of HB reports. In the subsequent segments, there was a clear downward trend in reported cases. The segmented regression model showed different numbers of change points for each age group, with the 30–50, 51–80, and 15–29 age groups having higher growth rates. CONCLUSION: Change point analysis has valuable applications in epidemiology. These findings provide important information for future epidemiological studies and early warning systems for HB. Frontiers Media S.A. 2023-11-14 /pmc/articles/PMC10682783/ /pubmed/38035295 http://dx.doi.org/10.3389/fpubh.2023.1223176 Text en Copyright © 2023 Yang, Xie, Yao, Wang, RiFhat, Tian and Wang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Yang, Liping Xie, Na Yao, Yanru Wang, Chunxia RiFhat, Ramziya Tian, Maozai Wang, Kai Multiple change point analysis of hepatitis B reports in Xinjiang, China from 2006 to 2021 |
title | Multiple change point analysis of hepatitis B reports in Xinjiang, China from 2006 to 2021 |
title_full | Multiple change point analysis of hepatitis B reports in Xinjiang, China from 2006 to 2021 |
title_fullStr | Multiple change point analysis of hepatitis B reports in Xinjiang, China from 2006 to 2021 |
title_full_unstemmed | Multiple change point analysis of hepatitis B reports in Xinjiang, China from 2006 to 2021 |
title_short | Multiple change point analysis of hepatitis B reports in Xinjiang, China from 2006 to 2021 |
title_sort | multiple change point analysis of hepatitis b reports in xinjiang, china from 2006 to 2021 |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10682783/ https://www.ncbi.nlm.nih.gov/pubmed/38035295 http://dx.doi.org/10.3389/fpubh.2023.1223176 |
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