Table 4.
Factors associated with financial distress due to utilizing healthcare in pre-ART, ART and TB patients
| Patient either borrowed money or sold assets to pay for health care | Pre-ART N=200 |
ART N=294 |
TB N=295 |
All patient groups N=789 |
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|---|---|---|---|---|---|---|---|---|
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| ||||||||
| aOR | 95% CI* | aOR | 95% CI* | aOR | 95% CI* | aOR | 95% CI* | |
| Male sex | 2.40 | 1.14–5.05 | 1.09 | 0.63–1.88 | 1.15 | 0.54–2.45 | 1.29 | 0.92–1.79 |
| Age (in years) | 0.99 | 0.97–1.02 | 0.98 | 0.96–1.01 | 1.01 | 0.97–1.04 | 1.00 | 0.98–1.01 |
| Head of household unemployed | 1.97 | 1.21–3.22 | 1.49 | 0.52–4.27 | 2.31 | 0.78–6.87 | 1.86 | 1.22–2.85 |
| Total monthly costs of utilizing healthcare (per ZAR 100) | 1.40 | 1.19–1.65 | 1.32 | 1.18–1.47 | 1.54 | 1.25–1.90 | 1.38 | 1.26–1.51 |
| Time spent during clinic visit per month (in hours) | 1.04 | 0.92–1.17 | 1.21 | 1.05–1.40 | 1.65 | 1.22–2.24 | 1.31 | 1.17–1.45 |
| Pre-ART | – | – | – | 1.10 | 0.69–1.73 | |||
| TB | – | – | – | 1.92 | 1.29–2.87 | |||
Adjusted for clustering at the clinic level. Hosmer-Lemeshow goodness-of-fit test for pre-ART model p=0.46; ART model p=0.35; and TB model p=0.06.
Marginal effects of the regression with all patient groups: change in total monthly costs of utilizing healthcare per ZAR 100 = 6.6 percentage points (p-value<0.001, 95% CI 4.9–8.3); change in time spent during clinic visit per month (hours) = 5.5 percentage points (p-value<0.001, 95% CI 3.4–7.6).
CI = confidence interval, aOR = adjusted odds ratio, ZAR = South African Rand, ART = antiretroviral treatment, TB = tuberculosis.