ArticlePLoS medicine2017
Demographic transition and the dynamics of measles in six provinces in China: A modeling study.
Article in PLoS medicine, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 1 of them a synthesis that pooled it.
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Who cites it
27 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Incorporating human dynamic populations in models of infectious disease transmission: a systematic review.BMC infectious diseases · 2022Pooled it
- Measles Population Immunity in Hunan, China: A Serological Assessment.Open forum infectious diseases · 2025Article
- Seroprevalence against measles, Austria, stratified by birth years 1922 to 2024.Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin · 2025Article
- A Serological Survey of Measles and Rubella Antibodies among Different Age Groups in Eastern China.Vaccines · 2024Article
- Possible Paths to Measles Eradication: Conceptual Frameworks, Strategies, and Tactics.Vaccines · 2024Review
- Epidemic characteristics of measles and efforts to control measles infections in Zhejiang Province, China.Epidemiology and health · 2024Article
- Estimation of vaccination coverage and associated factors in older Mexican adults.Epidemiology and infection · 2023Article
- Clinical characteristics of adult inpatients with Measles in Beijing from 2010 to 2021: a retrospective analysis.BMC infectious diseases · 2023Article
- Comparative study on molecular epidemiology of measles H1 outbreak and sporadic cases in Shandong Province, 2013-2019.BMC genomics · 2022Article
- Evaluating Measles Incidence Rates Using Machine Learning and Time Series Methods in the Center of Iran, 1997-2020.Iranian journal of public health · 2022Article
- Exploring the Relationship between Mumps and Meteorological Factors in Shandong Province, China Based on a Two-Stage Model.International journal of environmental research and public health · 2021Article
- Vaccination strategies for measles control and elimination: time to strengthen local initiatives.BMC medicine · 2021Article
- Heterogeneity in social and epidemiological factors determines the risk of measles outbreaks.Proceedings of the National Academy of Sciences of the United States of America · 2020Article
- Epidemiological changes in measles infections in southern China between 2009 and 2016: a retrospective database analysis.BMC infectious diseases · 2020Article
- Review
- Epidemiological Investigation and Virus Tracing of a Measles Outbreak in Zhoushan Islands, China, 2019.Frontiers in public health · 2020Article
- Phylogenetic and Epidemiological Analysis of Measles Viruses in Shenzhen, China from January 2015 to July 2019.Medical science monitor : international medical journal of experimental and clinical research · 2019Article
- Estimation and prediction for a mechanistic model of measles transmission using particle filtering and maximum likelihood estimation.Statistics in medicine · 2019Article
- Article
- Evaluating vaccination policies to accelerate measles elimination in China: a meta-population modelling study.International journal of epidemiology · 2019Article
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17 authors.
Funding
Abstract
backgroundIndustrialization and demographic transition generate nonstationary dynamics in human populations that can affect the transmission and persistence of infectious diseases. Decades of increasing vaccination and development have led to dramatic declines in the global burden of measles, but the virus remains persistent in much of the world. Here we show that a combination of demographic transition, as a result of declining birth rates, and reduced measles prevalence, due to improved vaccination, has shifted the age distribution of susceptibility to measles throughout China. METHODS AND
findingsWe fit a novel time-varying catalytic model to three decades of age-specific measles case reporting in six provinces in China to quantify the change in the age-specific force of infection for measles virus over time. We further quantified the impact of supplemental vaccination campaigns on the reduction of susceptible individuals. The force of infection of measles has declined dramatically (90%-97% reduction in transmission rate) in three industrialized eastern provinces during the last decade, driving a concomitant increase in both the relative proportion and absolute number of adult cases, while three central and western provinces exhibited dynamics consistent with endemic persistence (24%-73% reduction in transmission rate). The reduction in susceptible individuals due to supplemental vaccination campaigns is frequently below the nominal campaign coverage, likely because campaigns necessarily vaccinate those who may already be immune. The impact of these campaigns has significantly improved over time: campaigns prior to 2005 were estimated to have achieved less than 50% reductions in the proportion susceptible in the target age classes, but campaigns from 2005 onwards reduced the susceptible proportion by 32%-87%. A limitation of this study is that it relies on case surveillance, and thus inference may be biased by age-specific variation in measles reporting.
conclusionsThe age distribution of measles cases changes in response to both demographic and vaccination processes. Combining both processes in a novel catalytic model, we illustrate that age-specific incidence patterns reveal regional differences in the progress to measles elimination and the impact of vaccination controls in China. The shift in the age distribution of measles susceptibility in response to demographic and vaccination processes emphasizes the importance of progressive control strategies and measures to evaluate program success that anticipate and react to this transition in observed incidence.
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