ArticleBMC public health2024
Global, regional and national trends in tuberculosis incidence and main risk factors: a study using data from 2000 to 2021.
Article in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers, 4 of them syntheses that pooled it.
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Who cites it
50 citing papers in PubMed, 4 syntheses or guidelines pooled it, 64 citations in OpenAlex.
- Zoonotic Tuberculosis and Dairy Products: Comprehensive Meta-Analysis of Prevalence and Public Health Implications.Veterinary medicine and science · 2025Pooled it
- Vitamin D supplementation for tuberculosis prevention: A meta-analysis.Biomolecules & biomedicine · 2025Pooled it
- A Systematic Review of the Accuracy of Machine Learning Models for Diagnosing Pulmonary Tuberculosis: Implications for Nursing Practice and Implementation.Nursing & health sciences · 2025Pooled it
- Prevalence of tuberculosis in Ethiopia: an umbrella review of systematic review and meta-analysis.Frontiers in public health · 2025Pooled it
- The prevalence of latent tuberculosis infection among healthcare workers in Saudi Arabia: a systematic review and meta-analysis.IJID regions · 2026Article
- Advanced statistical approaches in tuberculosis diagnosis and treatment outcomes in Africa: a systematic review.Tropical medicine and health · 2026Review
- Impact of isolation and hospitalisation for people with TB.IJTLD open · 2026Article
- Article
- Genome scale CRISPRi reveals both shared and strain-specific vulnerabilities in genetically diverse drug-resistant strains of Mycobacterium tuberculosis.Nature communications · 2026Article
- Quality of life among tuberculosis patients in Lalitpur, Nepal: A cross-sectional study.Public health in practice (Oxford, England) · 2026Article
- Healthcare system preparedness as a mediating factor in climate-driven tuberculosis outcomes: an ecological study.BMC health services research · 2026Article
- Trends and determinants of tuberculosis incidence in Turkey: A secondary data analysis.Medicine · 2026Article
- The epidemiology of tuberculosis infection and the Human Development Index (HDI) in Iran between 1990-2021: secondary analysis of the global burden of disease.BMC infectious diseases · 2026Article
- Long-Term Trends and Determinants of Tuberculosis Burden in China, 1990-2023: Insights from the Global Burden of Disease Study 2023.Pathogens (Basel, Switzerland) · 2026Article
- Forecasting Tuberculosis Incidence in Somalia: A Comparative Analysis of Single and Hybrid Time-Series Models.Health science reports · 2026Article
- Spatiotemporal patterns, associated factors, and forecasting of pulmonary tuberculosis: a 19-year township-level case study in Zigong City, China.BMC public health · 2026Article
- The impact of treatment accessibility on HIV-TB co-infection: a comparative fractional-order modeling approach.BMC infectious diseases · 2026Article
- Article
- Spatial distribution and associated factors of public healthcare infrastructure in tourism-oriented environments: evidence from Southwest China in the context of residential tourism.Frontiers in public health · 2026Article
- Latent tuberculosis infection among undergraduate nursing students: a study of social representations.Revista brasileira de enfermagem · 2026Article
Corrections and comments
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDespite the significant progress over the years, Tuberculosis remains a major public health concern and a danger to global health. This study aimed to analyze the spatial and temporal characteristics of the incidence of tuberculosis and its risk factors and to predict future trends in the incidence of Tuberculosis.
methodsThis study used secondary data on tuberculosis incidence and tuberculosis risk factor data from 209 countries and regions worldwide between 2000 and 2021 for analysis. Specifically, this study analyses the spatial autocorrelation of Tuberculosis incidence from 2000 to 2021 by calculating Moran's I and identified risk factors for Tuberculosis incidence by multiple stepwise linear regression analysis. We also used the Autoregressive Integrated Moving Average model to predict the trend of Tuberculosis incidence to 2030. This study used ArcGIS Pro, Geoda and R studio 4.2.2 for analysis.
resultsThe study found the global incidence of Tuberculosis and its spatial autocorrelation trends from 2000 to 2021 showed a general downward trend, but its spatial autocorrelation trends remained significant (Moran's I = 0.465, P < 0.001). The risk factors for Tuberculosis incidence are also geographically specific. Low literacy rate was identified as the most pervasive and profound risk factor for Tuberculosis.
conclusionsThis study shows the global spatial and temporal status of Tuberculosis incidence and risk factors. Although the incidence of Tuberculosis and Moran's Index of Tuberculosis are both declining, there are still differences in Tuberculosis risk factors across countries and regions. Even though literacy rate is the leading risk factor affecting the largest number of countries and regions, there are still many countries and regions where gender (male) is the leading risk factor. In addition, at the current rate of decline in Tuberculosis incidence, the World Health Organization's goal of ending the Tuberculosis pandemic by 2030 will be difficult to achieve. Targeted preventive interventions, such as health education and regular screening of Tuberculosis-prone populations are needed if we are to achieve the goal. The results of this study will help policymakers to identify high-risk groups based on differences in TB risk factors in different areas, rationalize the allocation of healthcare resources, and provide timely health education, so as to formulate more effective Tuberculosis prevention and control policies.
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