ArticleInfectious diseases of poverty2020
The association between internal migration and pulmonary tuberculosis in China, 2005-2015: a spatial analysis.
Article in Infectious diseases of poverty, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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18 citing papers in PubMed, 38 citations in OpenAlex.
- Identification of tuberculosis transmission hotspots in urban China using surveillance data: a machine learning approach based on genomic and spatial analysis.BMC infectious diseases · 2026Article
- Epidemiological characteristics of tuberculosis among migrant populations and key predictors of migratory cases in Zhejiang Province.Frontiers in public health · 2026Article
- Investigating the relationship between social deprivation and health outcomes in China: using spatial regression analysis approach.BMC public health · 2025Article
- Medical Insurance Reimbursement and the Effects of Tuberculosis Management in Guangxi Province, China: A Retrospective Cross-Sectional Study.Risk management and healthcare policy · 2025Article
- Effective Reproduction Number of Smear-Positive Pulmonary Tuberculosis in Iran: A Registry-Based Study (2011-2021).Journal of research in health sciences · 2024Article
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- Modeling tuberculosis transmission flow in China, 2010-2012.BMC infectious diseases · 2024Article
- Toward tuberculosis elimination by understanding epidemiologic characteristics and risk factors in Hainan Province, China.Infectious diseases of poverty · 2024Article
- Analysis of the Impact of Public Services on Residents' Health: A Spatial Econometric Analysis of Chinese Provinces.International journal of public health · 2023Article
- Epidemiological Characteristics and Spatial-Temporal Analysis of Tuberculosis at the County-Level in Shandong Province, China, 2016-2020.Tropical medicine and infectious disease · 2022Article
- Article
- Investigating Spatial Patterns of Pulmonary Tuberculosis and Main Related Factors in Bandar Lampung, Indonesia Using Geographically Weighted Poisson Regression.Tropical medicine and infectious disease · 2022Article
- Tuberculosis burden caused by migrant population in Eastern China: evidence from notification records in Zhejiang Province during 2013-2017.BMC infectious diseases · 2022Article
- Mapping the morbidity and mortality of Chagas disease in an endemic area in Brazil.Revista do Instituto de Medicina Tropical de Sao Paulo · 2022Article
- Article
- Epidemiological Characteristics of Infectious Diseases Among Travelers Between China and Foreign Countries Before and During the Early Stage of the COVID-19 Pandemic.Frontiers in public health · 2021Article
- Spatial inequality, characteristics of internal migration, and pulmonary tuberculosis in China, 2011-2017: a spatial analysis.Infectious diseases of poverty · 2020Article
- Application of the Ilizarov technique for knee joint arthrodesis as a treatment for end-stage tuberculosis of the knee.BMC musculoskeletal disorders · 2020Article
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4 authors at 2 institutions in 1 country.
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Abstract
backgroundInternal migration places individuals at high risk of contracting tuberculosis (TB). However, there is a scarcity of national-level spatial analyses regarding the association between TB and internal migration in China. In our research, we aimed to explore the spatial variation in cases of sputum smear-positive pulmonary TB (SS + PTB) in China; and the associations between SS + PTB, internal migration, socioeconomic factors, and demographic factors in the country between 2005 and 2015.
methodsReported cases of SS + PTB were obtained from the national PTB surveillance system database; cases were obtained at the provincial level. Internal migration data were extracted from the national population sampling survey and the census. Spatial autocorrelations were explored using the global Moran's statistic and local indicators of spatial association. The spatial temporal analysis was performed using Kulldorff's scan statistic. Fixed effects regression was used to explore the association between SS + PTB and internal migration.
resultsA total of 4 708 563 SS + PTB cases were reported in China between 2005 and 2015, of which 3 376 011 (71.7%) were male and 1 332 552 (28.3%) were female. There was a trend towards decreasing rates of SS + PTB notifications between 2005 and 2015. The result of global spatial autocorrelation indicated that there were significant spatial correlations between SS + PTB rate and internal migration each year (2005-2015). Spatial clustering of SS + PTB cases was mainly located in central and southern China and overlapped with the clusters of emigration. The proportions of emigrants and immigrants were significantly associated with SS + PTB. Per capita GDP and education level were negatively associated with SS + PTB. The internal migration flow maps indicated that migrants preferred neighboring provinces, with most migrating for work or business.
conclusionsThis study found a significant spatial autocorrelation between SS + PTB and internal migration. Both emigration and immigration were statistically associated with SS + PTB, and the association with emigration was stronger than that for immigration. Further, we found that SS + PTB clusters overlapped with emigration clusters, and the internal migration flow maps suggested that migrants from SS + PTB clusters may influence the TB epidemic characteristics of neighboring provinces. These findings can help stakeholders to implement effective PTB control strategies for areas at high risk of PTB and those with high rates of internal migrants.
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