ArticleThe American journal of tropical medicine and hygiene2019
Resurgence of Pertussis Infections in Shandong, China: Space-Time Cluster and Trend Analysis.
Article in The American journal of tropical medicine and hygiene, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
17 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Seroprevalence of IgG antibodies against pertussis toxin in the Chinese population: A systematic review and meta-analysis.Human vaccines & immunotherapeutics · 2024Pooled it
- Epidemiological and spatial-temporal clustering characteristics of pertussis in Southwest China, 2013-2024.Frontiers in public health · 2025Article
- Pertussis in the Tshwane District, Gauteng province, South Africa: A cross-sectional study.Journal of public health in Africa · 2025Article
- Harnessing outer membrane vesicles derived fromFrontiers in immunology · 2025Article
- Association between real-time polymerase chain reaction cycle threshold value and clinical presentation in children with Bordetella pertussis.Italian journal of pediatrics · 2024Article
- Spatial-temporal analysis of hepatitis E in Hainan Province, China (2013-2022): insights from four major hospitals.Frontiers in public health · 2024Article
- Spatiotemporal distribution of schistosomiasis transmission risk in Jiangling County, Hubei Province, P.R. China.PLoS neglected tropical diseases · 2023Article
- Impacts of observation frequency on proximity contact data and modeled transmission dynamics.PLoS computational biology · 2023Article
- Impact of maternal whole-cell or acellular pertussis primary immunization on neonatal immune response.Frontiers in immunology · 2023Article
- Article
- Collateral Impact of COVID-19 Prevention Measures on Re-Emergence of Scarlet Fever and Pertussis in Mainland China and Hong Kong China.International journal of environmental research and public health · 2022Article
- ARIMA and ARIMA-ERNN models for prediction of pertussis incidence in mainland China from 2004 to 2021.BMC public health · 2022Article
- Burden of whooping cough in China (PertussisChina): study protocol of a prospective, population-based case-control study.BMJ open · 2022Article
- Bordetella pertussis in School-Age Children, Adolescents, and Adults: A Systematic Review of Epidemiology, Burden, and Mortality in Asia.Infectious diseases and therapy · 2021Review
- Analysis of spatial-temporal distribution of notifiable respiratory infectious diseases in Shandong Province, China during 2005-2014.BMC public health · 2021Article
- Loop-Mediated Isothermal Amplification Coupled With Nanoparticle-Based Lateral Biosensor for Rapid, Sensitive, and Specific Detection ofFrontiers in bioengineering and biotechnology · 2021Review
- Using big data to predict pertussis infections in Jinan city, China: a time series analysis.International journal of biometeorology · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Although vaccination is effective in preventing infection, pertussis remains endemic worldwide, including China. To lead better targeted prevention strategies, we examined dynamics of spatial and temporal patterns of pertussis transmission in Shandong, China, from 2009 to 2017. We used space-time cluster analysis, logistic regression analysis, and regression tree model to detect the changes in spatial patterns of pertussis infections in Shandong Province, China, between periods (2009-2011, 2012-2014, and 2015-2017). The yearly pertussis incidence rates dramatically increased by 16.8 times from 2009 to 2017. Shifting patterns of peaks of pertussis infections were observed over both time (from June-July to August-September) and space (from Linyi to Jinan), with increasing RR from 4.1 (95% CI: 2.3-7.4) (2009-2011) to 6.1 (95% CI: 5.6-6.7) (2015-2017) and obvious coincidence of peak time. West Shandong had larger odds of increased infections over the study period (odds ratio: 1.52 [95% CI: 1.05-2.17]), and pertussis had larger odds of spreading to east (odds ratio: 2.32 [95% CI: 1.63-3.31]) and north (odds ratio: 1.69 [95% CI: 1.06-2.99]) over time. Regression tree model indicated that the mean difference in yearly average pertussis incidence between 2009-2011 and 2015-2017 increased by more than 4-fold when the longitudes of counties are < 118.0°E. The geographic expansion of pertussis infection may increase the risk of epidemic peaks, coinciding with increased infections in the future. The findings might offer evidence for targeting preventive measures to the areas most in need to minimize the impact of the disease.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.