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. Author manuscript; available in PMC: 2021 Dec 28.
Published in final edited form as: J Clin Epidemiol. 2021 Sep 3;140:101–110. doi: 10.1016/j.jclinepi.2021.09.001

Table 3:

Percentage with pre-ART CD4 testing before and after national Treat-All policy adoption by country and sex.

Lesotho Malawi Mozambique South Africa Zambia Zimbabwe

Female patients 1,249 (100%) 8,921 (100%) 6,907 (100%) 16,540 (100%) 112,876 (100%) 4,710 (100%)
 before Treat-All 547 (44%) 4,883 (55%) 3,400 (49%) 7,586 (46%) 49,242 (44%) 2,621 (56%)
 after Treat-All 702 (56%) 4,038 (45%) 3,507 (51%) 8,954 (54%) 63,634 (56%) 2,089 (44%)
Risk difference at threshold* −15.6 −14.7 −4.5 0.8 1.6 −3.0
 (95% CI) (−29.4, −1.8) (−20.8, −8.7) (−12.0, 2.9) (−2.6, 4.3) (−1.0, 4.1) (−11.7, 5.8)
 p-value 0.027 <0.001 0.235 0.636 0.235 0.511
 IK bandwidth (days) 302 129 257 274 134 248
 patients within bandwidth 618 2,060 2,584 7,042 22,186 1,794

Male patients 633 (100%) 4,955 (100%) 3,627 (100%) 7,277 (100%) 65,589 (100%) 2,544 (100%)
 before Treat-All 269 (42%) 2,377 (48%) 1,558 (43%) 3,191 (44%) 27,107 (41%) 1,247 (49%)
 after Treat-All 364 (58%) 2,578 (52%) 2,069 (57%) 4,086 (56%) 38,482 (59%) 1,297 (51%)
Risk difference at threshold* 4.7 −36.7 −14.5 −1.7 6.8 6.2
 (95% CI)* (−16.8, 26.1) −(−46.6, −26.8) (−23.7, −5.4) (−7.2, 3.8) (2.8, 10.8) (−5.6, 17.9)
 p-value 0.669 <0.001 0.002 0.544 0.001 0.303
 IK bandwidth (days) 278 128 260 188 110 272
 patients within bandwidth 298 1,203 1,489 2,131 10,210 1,101

Abbreviation: CI, confidence interval.

*

Risk differences at the national Treat-All policy adoption threshold are from regression discontinuity analyses using Imbens-Kalyanaraman (IK) bandwidths derived from all data available within two years before and after the threshold to estimate the difference in local linear predictions. The bandwidth defines the area on each side of the threshold where the relationship between antiretroviral therapy (ART) start and pre-ART CD4 testing is assumed to be linear in local linear regression models.