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Updated: Jan 8, 2026

The MODS method for diagnosis of tuberculosis and multidrug resistant tuberculosis
Published on: August 11, 2008
Hidden in Success: Gendered Patterns of Suboptimal Care Engagement Among Tuberculosis Patients Who "Successfully"
Andrew Medina Marino1,2, Eke Arua3, Lindsey de Vos1,3
1Desmond Tutu HIV Centre, University of Cape Town, Cape Town, South Africa.
Background:
Timeously completing tuberculosis (TB) treatment is a key to optimal health outcomes. Suboptimal treatment refill patterns, even among those categorized as "treatment success," may portend unfavorable outcomes.
Methods:
Using patient-level medication refill data, latent-class mixed modeling was used to identify longitudinal trajectories of care engagement among TB patients achieving programmatic treatment success. Logistic regression was conducted to investigate participant-level characteristics associated with trajectory class membership.
Results:
Among 548 participants, we identified 3 trajectories: Class 1 (consistent engagement; 84.1%), Class 2 (suboptimal engagement after 2 months; 7.7%), and Class 3 (suboptimal engagement from initiation; 8.2%). At treatment completion, Classes 1-3 accumulated 9.7 (95% confidence interval [CI]: 7.4-11.8), 68.4 (60.4-76.9), and 55.5 (48.1-62.7) missed refill days, respectively. In gender-stratified models, men exhibited all 3 trajectories (83.1%, 7.4%, and 9.5%, respectively), and accumulated 10.6 (7.8-13.3), 61.0 (50.2-71.3), and 62.31 (53.14-71.72) missed refill days, respectively. Women exhibited only Classes 1 and 3 (89.5% and 10.5%, respectively) and accumulated 12.1 (7.8-16.5) and 46.9 (33.3-61.6) missed refill days, respectively. Among men, prior TB (Class 2: adjusted odds ratio [aOR] 7.44, 2.79-19.8; Class 3: aOR 2.78, 1.07-7.25) and human immunodeficiency virus-negative status (Class 3: aOR 2.72, 1.13-6.54) were associated with suboptimal trajectories. Among women, prior TB was associated with suboptimal engagement (aOR 5.22, 1.11-24.44).
Conclusions:
Programmatic "treatment success" obscured heterogeneity in treatment refill patterns. Patient-centered counseling and gender-responsive interventions are needed to address treatment refill behaviors. Shorter regimens alone may not resolve suboptimal engagement, highlighting the need for flexible treatment strategies.
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