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An Investigation of Risk Factors Associated with Tuberculosis Transmission in South Africa Using Logistic Regression
Tshepo Frans Maja1, Daniel Maposa1
1Department of Statistics and Operations Research, University of Limpopo, Private Bag X1106, Sovenga, Polokwane 0727, South Africa.
Tuberculosis (TB) risk factors in South Africa include age, weight, smoking, alcohol use, asthma, and frequent coughing. Young and older individuals from Black and Coloured ethnic groups, particularly in specific provinces, face higher risks, necessitating targeted public health interventions.
Area of Science:
- Public Health
- Epidemiology
- Tuberculosis Research
Background:
- South Africa faces a high burden of tuberculosis (TB), failing to meet national and international reduction targets.
- TB prevalence was ~690 and incidence ~834 per 100,000 population in 2015.
- Understanding TB risk factors is crucial for effective control strategies.
Purpose of the Study:
- To examine demographic, socio-economic, and health-related risk factors associated with tuberculosis development in South Africa.
- To identify specific population groups and geographical areas most affected by TB.
- To inform policy development for TB reduction goals.
Main Methods:
- Utilized open-access secondary data from the 2019 South African Health and Demographic Survey.
- Analyzed self-reported household information on TB status.
- Employed bivariate and binary logistic regression analyses to assess factor associations.
Main Results:
- Significant risk factors for TB included age, personal weight, smoking, alcohol consumption, asthma, province of residence, race, and frequent coughing.
- Overweight individuals showed an increased risk of TB transmission.
- Western Cape, Eastern Cape, Northern Cape, Free State, North West, and Gauteng provinces were identified as high-burden areas.
Conclusions:
- Young and older individuals, Black and Coloured ethnic groups, asthmatics, smokers, alcohol consumers, and those who cough frequently are at elevated risk for TB.
- Overweight individuals may contribute to TB transmission.
- Policy interventions must consider these identified risk factors to achieve Sustainable Development Goal 3 targets for TB reduction by 2030.
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