Research Article
Statistical Analysis on Time to Blindness of Glaucoma Patients at Jimma University Specialized Hospital: Application of Accelerated Failure Time Model
Table 5
Multivariable analysis of glaucoma patient’s dataset at Jimma University specialized hospital, 2016–2020 (n = 321).
| Covariates | Category | The semiparametric model of glaucoma patients at Jimma University Specialized Hospital, 2016–2020 | The log-logistic accelerated failure time model of glaucoma patients at Jimma University Specialized Hospital, 2016–2020 | B | Exp (β) | St. Err(β) | value | 95% CI for Exp (β) | Β | Exp (β) | St. Err (β) | value | 95% CI for Exp (β) |
| Age | 40–43 (ref) | | | | | | | | | | | 44–69 | 0.388 | 1.475 | 0.2384 | 0.1020 | [0.924–2.353] | −0.229 | 0.794 | 0.133 | 0.084 | [0.533–1.054] | | 0.114 | 1.122 | 0.2752 | 0.6760 | [0.678–2.011] | −0.039 | 0.961 | 0.154 | 0.797 | [0.659–1.262] | Gender | Female (ref) | | | | | | | | | | | Male | 0.182 | 1.199 | 0.142 | 0.2039 | [0.906–1.586] | −0.086 | 0.918 | 0.081 | 0.293 | [0.759–1.076] | Stage of glaucoma | Early (ref) | | | | | | | | | | | Moderate | 0.337 | 1.399 | 0.250 | 0.1780 | [0.921–2.461] | −0.109 | 0.896 | 0.143 | 0.443 | [0.615–1.176] | Advanced | 0.041 | 1.041 | 0.276 | 0.8840 | [0.602–1.778] | 0.040 | 1.041 | 0.154 | 0.794 | [0.739–1.342] | Absolute | 0.554 | 1.739 | 0.270 | 0.0400 | [1.063–3.077] | 0.886 | 2.425 | 0.090 | 0.049 | [2.249–2.601] | Duration of diagnosis | | | | | | | | | | | | 1–5 months | −0.558 | 0.572 | 0.163 | 0.0006 | [0.426–0.812] | 0.409 | 1.505 | 0.092 | 0.001 | [0.228–0.589] | ≥6 months | −1.592 | 0.203 | 0.176 | 0.0010 | [0.141–0.279] | 1.111 | 3.037 | 0.095 | 0.001 | [2.850–3.22] | Cup-disk ratio | ≤0.7 (ref) | | | | | | | | | | | | 0.133 | 1.141 | 0.1353 | 0.3260 | [0.885–1.510] | 0.039 | 1.039 | 0.079 | 0.623 | [0.884–1.193] | IOP | Normal (ref) | | | | | | | | | | | Not normal | 0.133 | 1.143 | 0.134 | 0.320 | [0.899–1.535] | −0.161 | 0.851 | 0.076 | 0.034 | [0.702–0.999] | Type of medication | Timoglue (ref) | | | | | | | | | | | Timolol | −0.039 | 0.961 | 0.158 | 0.8030 | [−0.73–1.371] | 0.0886 | 1.093 | 0.090 | 0.326 | [0.916–1.269] | Diamox | 0.249 | 1.282 | 0.152 | 0.1030 | [0.97–1.774] | −0.130 | 0.877 | 0.092 | 0.159 | [0.696–1.057] | Diabetics | No (ref) | | | | | | | | | | | Yes | 0.039 | 1.039 | 0.138 | 0.7780 | 0.780–1.353 | −0.039 | 0.961 | 0.079 | 0.619 | [0.806–1.115] |
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Source: Jimma University Specialized Hospitals, Ethiopia; from January 1, 2016, to August 30, 2020, ref = reference group.
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