Evidence map›Paper›PMID 42026554›Full record

ArticleBMC medical education2026

Limited education and training, and practical application but high potential demand of spatial epidemiology among public health postgraduates in China: a serial national cross-sectional study.

Xiao-Hong Ma, Tao Lan, Yue-Dong Lin, Man Cheng, Jun-Jie Ye, Xin-Xuan Hu, Lin Zhao, Qiao Li, Xian-Yan Tang

Abstract read
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Article in BMC medical education, 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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2 · The registry

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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

9 authors.

Xiao-Hong Ma *Department of Epidemiology and Biostatistics, School of Public Health, Guangxi Medical University, No. 22nd, Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China.
Tao Lan *Department of Epidemiology and Biostatistics, School of Public Health, Guangxi Medical University, No. 22nd, Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China.
Yue-Dong Lin *Department of Epidemiology and Biostatistics, School of Public Health, Guangxi Medical University, No. 22nd, Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China.
Man Cheng *Department of Epidemiology and Biostatistics, School of Public Health, Guangxi Medical University, No. 22nd, Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China.
Jun-Jie YeDepartment of Epidemiology and Biostatistics, School of Public Health, Guangxi Medical University, No. 22nd, Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China.
Xin-Xuan HuDepartment of Epidemiology and Biostatistics, School of Public Health, Guangxi Medical University, No. 22nd, Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China.
Lin ZhaoDepartment of Epidemiology and Biostatistics, School of Public Health, Guangxi Medical University, No. 22nd, Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China.
Qiao LiDepartment of Epidemiology and Biostatistics, School of Public Health, Guangxi Medical University, No. 22nd, Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China. liqiao_medistats@163.com.
Xian-Yan TangDepartment of Epidemiology and Biostatistics, School of Public Health, Guangxi Medical University, No. 22nd, Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China. tangxianyan0746@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe application of various spatial analysis techniques during the COVID-19 pandemic has improved public health educators and public health postgraduates understanding the role of spatial epidemiology. Yet, the situation and changes in education-and-training, practical application, and potential demand of spatial epidemiology were unclear in China. We aimed to reveal these issues among Chinese public health postgraduates during the early-and-late stages of COVID-19 pandemic.

methodsWe conducted a serial national cross-sectional study among public health postgraduates at Chinese universities in the early stage (October 2020 to February 2021) and the late stage (November 2022 to April 2023) of COVID-19 pandemic. We collected data by the WeChat-based questionnaire star survey system and compared the differences between the two surveys, using chi-square test for categorical data, and Mann-Whitney U-test for numeric data.

resultsOverall, we surveyed 3469 public health postgraduates from 76 universities, and 35.53% of universities offered spatial epidemiology course. Around 9.48% of postgraduates learned spatial epidemiology, and 65.44% hoped universities to deliver spatial epidemiology course. Compared with the early-stage survey, the proportion of universities offering spatial epidemiology courses increased numerically but not significantly (37.14% vs. 27.45%, P = 0.263), while the proportion of postgraduates having learned spatial epidemiology increased significantly (10.40% vs. 8.05%, P = 0.021). The learning degree [1.00 vs. 1.05, P = 0.545] and practical application degree [1.71 vs. 1.91, P = 0.889] still remained at low level. And the potential demand degree remained at relative high level, but decreased significantly [2.50 vs. 3.33, P < 0.001].

conclusionsThe proportion of offering spatial epidemiology course at Chinese universities, and the proportion and degree of learning-and-application of spatial epidemiology among public health postgraduates were low, while the potential demand was high throughout the COVID-19 pandemic. To address these issues and prepare for future pandemics, integrating spatial epidemiology into the compulsory curriculum system of public health education in China would be needed.

Indexed as

COVID-19EpidemiologyPublic HealthAcademiaChinaCross-Sectional StudiesHumansPandemicsSARS-CoV-2Surveys and QuestionnairesChinese University educationCOVID-19Public health postgraduatesSerial national cross-sectional studySpatial epidemiology

Identifiers

PMID42026554
PMCPMC13238027

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LicenceCC BY-NC-ND
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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.