Evidence map›Paper›PMID 41854245›Full record

ArticleInternational health2026

Epidemiological characteristics and spatiotemporal analysis of hand-foot-mouth disease in Shandong Province, China.

Lin Zhang, Yixin Zhang, Chaonan Yin, Yan Xi

Abstract read
In one paragraph

Article in International health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Lin ZhangDepartment of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan 250012, Shandong, China.ORCID 0009-0009-8516-8040
Yixin ZhangMonitoring and Early Warning Center, Shandong Center for Disease Control and Prevention, Jinan 250014, Shandong, China.
Chaonan YinCenter for Big Data Research in Health and Medicine, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan 250014, Shandong, China.
Yan XiDepartment of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan 250012, Shandong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn recent years, hand‒foot‒mouth disease (HFMD) has become a major public health concern. More evidence is needed to elucidate the epidemiological characteristics and spatiotemporal patterns of HFMD. This study aimed to analyse the epidemiological characteristics and spatiotemporal aggregation of HFMD in Shandong Province from 2016 to 2021.

methodsIn addition to epidemiological characteristics, spatial autocorrelation and spatiotemporal analysis were employed to examine the distribution and aggregation of HFMD in Shandong Province. GeoDetector was used to analyse the impact of socioeconomic factors on the spatial heterogeneity of HFMD incidence.

resultsA total of 419 622 HFMD cases were reported, with a male-to-female gender ratio of 1.54:1. The average annual incidence was 69.61 per 100 000, and the majority (85.40%) of cases were in the 0-4-y age group. The incidence of HFMD increased in April and peaked from May to August. The central region, with Jinan as the core, was the main spatiotemporal cluster annually. Socioeconomic factors demonstrated a strong explanatory effect on the spatial distribution of HFMD incidence.

conclusionsThe incidence of HFMD in Shandong Province exhibited evident spatiotemporal aggregation. Relevant departments should enhance surveillance and seasonal warnings to mitigate the occurrence of aggregated outbreaks.

Indexed as

Hand, Foot and Mouth DiseaseChildChild, PreschoolChinaFemaleHumansIncidenceInfantInfant, NewbornMaleSeasonsSocioeconomic FactorsSpatio-Temporal Analysisautocorrelation analysisepidemiological characteristicshand‒foot‒mouth diseasespatiotemporal analysis

Identifiers

PMID41854245
PMCPMC13154840

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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.