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Abstract
This study examines tuberculosis (TB) incidence among students in Jilin Province, China, focusing on spatial, temporal, and demographic dynamics in areas of social inequality. Variation in incidence rate of TB was analyzed using the joinpoint regression method. Spatial analyses techniques included the global and local Moran indices and Getis-Ord Gi* analysis. Demographic changes in new cases were analyzed descriptively, and the Geodetector method measured the influence of risk factors on student TB incidence. The analysis revealed a declining trend in TB cases, particularly among male students. TB incidence showed geographical heterogeneity, with lower rates in underdeveloped rural areas compared to urban regions. Significant spatial correlations were observed, with high-high clusters forming in central Jilin Province. Hotspots of student TB transmission were primarily concentrated in the southwestern and central regions from 2008 to 2018. Socio-economic factors exhibited nonlinear enhancement effects on incidence rates, with a dominant bifactor effect. High-risk zones were predominantly located in urban centers, with university and high school students showing higher incidences than other educational stages. The study revealed economic determinants as being especially important in affecting TB incidence among students, with these factors having nonlinear interacting effects on student TB incidence.
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Details
1 Xiamen University, State Key Laboratory of Vaccines for Infectious Disease, Xiang An Biomedicine Laboratory, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, National Innovation Platform for Industry-Education Intergration in Vaccine Research, School of Public Health, Xiamen City, People’s Republic of China (GRID:grid.12955.3a) (ISNI:0000 0001 2264 7233)
2 Jilin Scientific Research Institute of Tuberculosis Control, Changchun City, People’s Republic of China (GRID:grid.12955.3a)
3 Xiamen University, State Key Laboratory of Vaccines for Infectious Disease, Xiang An Biomedicine Laboratory, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, National Innovation Platform for Industry-Education Intergration in Vaccine Research, School of Public Health, Xiamen City, People’s Republic of China (GRID:grid.12955.3a) (ISNI:0000 0001 2264 7233); URM 17, Intertryp, CIRAD, Montpellier, France (GRID:grid.8183.2) (ISNI:0000 0001 2153 9871); Université de Montpellier, Montpellier, France (GRID:grid.121334.6) (ISNI:0000 0001 2097 0141)
4 Université de Montpellier, Espace-Dev, Montpellier, France (GRID:grid.121334.6) (ISNI:0000 0001 2097 0141)
5 Jilin Provincial Center for Disease Control and Prevention, Changchun City, People’s Republic of China (GRID:grid.410734.5) (ISNI:0000 0004 1761 5845)
6 URM 17, Intertryp, CIRAD, Montpellier, France (GRID:grid.8183.2) (ISNI:0000 0001 2153 9871)
7 Shangrao Centre for Disease Control and Prevention, Shangrao City, People’s Republic of China (GRID:grid.508386.0)
8 Jilin Provincial Armed Police General Hospital, Changchun City, People’s Republic of China (GRID:grid.469516.9) (ISNI:0000 0004 0644 5131)