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Risk Factors Associated With Tuberculosis Diagnostic Delay in the Jiangsu Province, China (2011-2021): Spatiotemporal
Yifan Tang1,2, Cheng Chen3, Mingming Chen1
1Department of Biostatistics, Academy of Pharmacy, Xi'an Jiaotong-Liverpool University, Suzhou, China.
Tuberculosis (TB) diagnostic delays are influenced by individual and spatial factors in China. Interventions should target high-risk groups and settings to improve TB control efforts.
Area of Science:
- Public Health
- Epidemiology
- Spatial Analysis
Background:
- Tuberculosis (TB) remains a significant global public health challenge.
- Delays in TB diagnosis hinder effective control strategies despite advancements in diagnostic tools.
Purpose of the Study:
- To investigate spatiotemporal patterns of TB diagnostic delay.
- To identify individual and spatial risk factors for TB diagnostic delay in Jiangsu Province, China (2011-2021).
Main Methods:
- Utilized data from 332,091 TB patients in Jiangsu Province (2011-2021).
- Defined diagnostic delay as >28 days from symptom onset to diagnosis.
- Employed logistic regression for individual factors and a Bayesian spatiotemporal Beta model for spatial analysis. Panel Granger causality explored temporal dynamics.
Main Results:
- Older adults, agricultural workers, migrants, and clinically diagnosed cases showed higher odds of delay.
- Male patients and educators had lower odds of delay.
- Significant spatial clustering of TB diagnostic delay rates was observed from 2015 onwards. Increased local patient proportion and resident population size correlated with decreased delay rates.
Conclusions:
- TB diagnostic delays are shaped by a combination of individual characteristics and spatial determinants.
- The proportion of local patients and population density are key factors in spatiotemporal variation of TB diagnostic delays.
- Targeted interventions for high-risk populations and healthcare settings are crucial for mitigating TB diagnostic delays.
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