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Investigating Barriers to Tuberculosis Evaluation in Uganda Using Geographic Information Systems
Jennifer M Ross1, Adithya Cattamanchi2, Cecily R Miller2
1Division of Infectious Diseases, University of Washington, Seattle, Washington; Division of Pulmonary and Critical Care Medicine, Curry International Tuberculosis Center, San Francisco, California; Center for Vulnerable Populations, Division of General Internal Medicine, Department of Medicine, San Francisco General Hospital, San Francisco, California; Department of Epidemiology and Biostatistics, University of California, San Francisco, California; MU-UCSF Research Collaboration, Clinical Epidemiology Unit, Department of Medicine, Mulago Hospital, Makerere University, Kampala, Uganda; Department of Geography and Environment, University of Southampton, Highfield, Southampton, United Kingdom; Fogarty International Center, National Institutes of Health, Bethesda, Maryland; Department of Epidemiology of Microbial Diseases, School of Public Health, and Pulmonary, Critical Care, and Sleep Medicine Section, School of Medicine, Yale University, New Haven, Connecticut jross3@uw.edu.
Geographic barriers like travel time and distance do not significantly impact tuberculosis (TB) evaluation completion in rural Uganda. More detailed data on access to TB services is crucial for improving diagnosis.
Area of Science:
- Public Health
- Epidemiology
- Geographic Information Systems (GIS)
Background:
- Reducing geographic barriers to tuberculosis (TB) care is critical in high-burden nations.
- Patients in rural areas often start, but do not finish, the multi-day TB evaluation process.
Purpose of the Study:
- To investigate the association between geographic barriers (distance and travel time) and the completion of TB evaluation among adults with chronic cough in rural Uganda.
Main Methods:
- A cross-sectional study analyzed data from 264,511 patient encounters across six rural Ugandan primary health clinics (2009-2012).
- Geographic Information Systems (GIS) were used to calculate travel time from home parish to health centers, considering roads, land cover, and slope.
- The association between measured distance, travel time, and TB evaluation completion was assessed.
Main Results:
- Out of 4,640 adults with ordered sputum smear microscopy, 2,783 (60%) completed TB evaluation.
- Median travel time was slightly higher for patients with TB examination ordered (68 minutes) compared to those without (60 minutes; P < 0.010).
- Neither home-to-clinic distance nor calculated travel time significantly predicted TB evaluation completion across most clinics.
Conclusions:
- Geographic barriers, as measured by distance and travel time, did not emerge as significant predictors for completing TB evaluation in this rural Ugandan setting.
- Limitations in available mapping data hindered the full application of GIS techniques.
- Improved data on geographic access to TB services is essential for enhancing TB diagnosis and care in similar settings.
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