| Literature DB >> 28479636 |
Miriam Rabkin1, Matthew Lamb1, Zainab T Osakwe1, Peter R Mwangi2, Wafaa M El-Sadr1, Susan Michaels-Strasser1.
Abstract
OBJECTIVE: To develop a novel measure to characterize human immunodeficiency virus (HIV) programme quality at health facilities in Kenya and explore its associations with patient- and facility-level characteristics.Entities:
Mesh:
Substances:
Year: 2017 PMID: 28479636 PMCID: PMC5418825 DOI: 10.2471/BLT.16.180646
Source DB: PubMed Journal: Bull World Health Organ ISSN: 0042-9686 Impact factor: 9.408
Characteristics of facilities and patients in the study of quality of HIV care at health facilities in the Eastern and Nyanza regions of Kenya, January 2014 to March 2016
| Characteristic | ||
|---|---|---|
| Facility type | ||
| Public primary | 33 (52) | 5 856 (44) |
| Public secondary | 24 (38) | 6 662 (50) |
| Privatea | 6 (10) | 813 (6) |
| Facility location | ||
| Urban | 1 (2) | 650 (5) |
| Semi-urban | 27 (43) | 6 824 (51) |
| Rural | 35 (56) | 5 857 (44) |
| Region | ||
| Eastern | 16 (25) | 3 636 (27) |
| Nyanza | 47 (75) | 9 695 (73) |
| CD4+ cell testing | ||
| Specimen collected & analysed at facility | 18 (29) | 5 661 (42) |
| Specimen collected at facility, analysed elsewhere | 45 (71) | 7 670 (58) |
| Community ART adherence group | ||
| Yes | 32 (51) | 6 871 (52) |
| No | 31 (49) | 6 460 (48) |
| Financial incentives for adherence | ||
| Yes | 5 (8) | 1 346 (10) |
| No | 58 (92) | 11 985 (90) |
| Facility-based adherence support, group counselling | ||
| Yes | 61 (97) | 13 038 (98) |
| No | 2 (3) | 293 (2) |
| Assessment of ART eligibility by nurseb | ||
| Yes | 56 (89) | 11 996 (90) |
| No | 7 (11) | 1 335 (10) |
| Initiation of ART by nurseb | ||
| Yes | 54 (86) | 11 092 (83) |
| No | 9 (14) | 2 239 (17) |
| Follow-up of ART by nurseb | ||
| Yes | 53 (84) | 10 738 (81) |
| No | 10 (16) | 2 593 (19) |
| Physician at HIV clinicc | ||
| Yes | 5 (8) | 1 436 (11) |
| No | 58 (92) | 11 895 (89) |
| Outreach workers at HIV clinic | ||
| Yes | 29 (46) | 6 496 (49) |
| No | 34 (54) | 6 835 (51) |
| Patient volume, no. of new enrollees per year | ||
| < 150 | 24 (38) | 2 358 (18) |
| 150–300 | 29 (46) | 6 283 (47) |
| > 300 | 10 (16) | 4 690 (35) |
| Median (IQR) age, years | N/A | 30.2 (23.7–38.5) |
| Age, years | ||
| < 2 | N/A | 415 (3) |
| 2–14 | N/A | 836 (6) |
| 15–24 | N/A | 2 652 (20) |
| 25–39 | N/A | 6 530 (49) |
| 40–49 | N/A | 1 727 (13) |
| 50+ | N/A | 1 171 (9) |
| Sex | ||
| Male | N/A | 4 728 (35) |
| Female | N/A | 8 603 (65) |
| Immune status at enrolment | ||
| CD4+ cell count > 200 cells/µL, or WHO stage 1 or 2 | N/A | 7 847 (59) |
| CD4+ cell count ≤ 200 cells/µL, or WHO stage 3 or 4 | N/A | 3 612 (27) |
| Unrecorded | N/A | 1 872 (14) |
ART: antiretroviral therapy; CD4+ cell: CD4+ T lymphocyte; HIV: human immunodeficiency virus; IQR: interquartile range; N/A: not applicable; WHO: World Health Organization.
a Private-sector facilities are not formally categorized into primary or secondary by the government of Kenya. Health centres listed as private were mostly faith-based health centres offering limited services similar to primary-care centres.
b Nurse-led care included care by clinical officers (non-physician clinicians).
c Facilities with physician-led care also provided care by nurses or clinical officers.
Notes: n is the total number of facilities or total number of patients enrolled at those facilities. Data were collected for patients enrolling in HIV care between January 2014 and March 2015 and followed up to 31 March 2016.
Univariate analyses of comprehensive retention in care among 13 331 HIV-positive patients enrolled in care at 63 facilities in the Eastern and Nyanza regions of Kenya, January 2014 to March 2016
| Variable | Total no. of patients | Patients retained in comprehensive care for 12 months,a no. (%) | RR (95% CI)b | |
|---|---|---|---|---|
| Yes | No | |||
| 13 331 | 8 404 (63) | 4 927 (37) | N/A | |
| Public primary | 5 856 | 3 780 (65) | 2 076 (35) | 1.09 (0.93–1.28) |
| Public secondary | 6 662 | 4 077 (61) | 2 585 (39) | Ref. |
| Private | 813 | 547 (67) | 266 (33) | 1.04 (0.79–1.37) |
| Urban | 650 | 424 (65) | 226 (35) | 1.08 (0.60–1.97) |
| Semi-urban | 6 824 | 4 456 (65) | 2 368 (35) | 1.08 (0.93–1.26) |
| Rural | 5 857 | 3 524 (60) | 2 333 (40) | Ref. |
| Eastern | 3 636 | 2 491 (69) | 1 145 (31) | 1.12 (1.09–1.15) |
| Nyanza | 9 695 | 5 913 (61) | 3 782 (39) | Ref. |
| Specimen collected & analysed at facility | 5 661 | 3 581 (63) | 2 080 (37) | 0.98 (0.83–1.16) |
| Specimen collected at facility, analysed elsewhere | 7 670 | 4 823 (63) | 2 847 (37) | Ref. |
| Yes | 6 871 | 4 432 (65) | 2 439 (35) | 1.02 (0.88–1.18) |
| No | 6 460 | 3 972 (61) | 2 488 (39) | Ref. |
| Yes | 1 346 | 901 (67) | 445 (33) | 1.09 (0.83–1.44) |
| No | 11 985 | 7 503 (63) | 4 482 (37) | Ref. |
| Yes | 13 038 | 8 218 (63) | 4 820 (37) | 1.15 (0.74–1.78) |
| No | 293 | 186 (63) | 107 (37) | Ref. |
| Yes | 11 996 | 7 829 (65) | 4 167 (35) | 1.27 (1.00–1.61) |
| No | 1 335 | 575 (43) | 760 (57) | Ref. |
| Yes | 11 092 | 7 318 (66) | 3 774 (34) | 1.30 (1.06–1.60) |
| No | 2 239 | 1 086 (49) | 1 153 (51) | Ref. |
| Yes | 10 738 | 7 116 (66) | 3 622 (34) | 1.29 (1.06–1.58) |
| No | 2 593 | 1 288 (50) | 1 305 (50) | Ref. |
| Yes | 1 436 | 649 (45) | 787 (55) | 0.75 (0.57–0.98) |
| No | 11 895 | 7 755 (65) | 4 140 (35) | Ref. |
| Yes | 6 496 | 4 122 (63) | 2 374 (37) | 0.96 (0.83–1.12) |
| No | 6 835 | 4 282 (63) | 2 553 (37) | Ref. |
| < 150 | 2 358 | 1 156 (45) | 1 420 (55) | 0.78 (0.65–0.93) |
| 150–300 | 6 283 | 2 489 (64) | 1 383 (36) | 0.95 (0.80–1.12) |
| > 300 | 4 690 | 4 759 (69) | 2 124 (31) | Ref. |
| < 2 | 415 | 251 (60) | 164 (40) | 0.95 (0.88–1.03) |
| 2–14 | 836 | 559 (67) | 277 (33) | 1.08 (1.02–1.14) |
| 15–24 | 2 652 | 1 689 (64) | 963 (36) | 1.01 (0.97–1.05) |
| 25–39 | 6 530 | 4 108 (63) | 2 422 (37) | Ref. |
| 40–49 | 1 727 | 1 102 (64) | 625 (36) | 0.94 (0.89–0.99) |
| 50+ | 1 171 | 695 (59) | 476 (41) | 0.99 (0.96–1.03) |
| Male | 4 728 | 2 940 (62) | 1 788 (38) | 0.97 (0.95–1.00) |
| Female | 8 603 | 5 464 (64) | 3 139 (36) | Ref. |
| CD4+ cell count > 200 cells/µL, or WHO stage 1 or 2 | 7 847 | 5 674 (72) | 2 173 (28) | Ref. |
| CD4+ cell count ≤ 200 cells/µL, or WHO stage 3 or 4 | 3 612 | 1927 (53) | 1 685 (47) | 0.75 (0.73–0.78) |
| Unrecorded | 1 872 | 803 (43) | 1 069 (57) | 0.67 (0.64–0.71) |
ART: antiretroviral therapy; CD4+ cell: CD4+ T lymphocyte; CI: confidence interval; HIV: human immunodeficiency virus; N/A: not applicable; Ref.: reference category; RR: relative risk; WHO: World Health Organization.
a Patients achieved 12 months of retention in comprehensive HIV care if they were: assessed for ART eligibility (CD4+ cell count or WHO stage); initiated on ART, if eligible; and retained on ART for 12 months after enrolment, or retained in care for 12 months if ART ineligible.
b Relative risks of achieving 12-month retention in care were calculated using generalized linear mixed log-binomial relative risk regression with random intercepts to account for within-clinic correlation.
Note: Data were collected for patients enrolling in HIV care between 1 January 2014 and 31 March 2015 and followed up to 31 March 2016.
Multivariate analysis of comprehensive retention in care among 13 331 HIV-positive patients enrolled in care at 63 facilities in the Eastern and Nyanza regions of Kenya, January 2014 to March 2016
| Variable | Patients retained in comprehensive care for 12 months | |
|---|---|---|
| Model 1 | Model 2 | |
| Yes | 1.25 (1.01–1.54) | 1.22 (1.00–1.48) |
| No | Ref. | Ref. |
| Yes | 0.82 (0.61–1.10) | 0.83 (0.64–1.09) |
| No | Ref. | Ref. |
| < 150 | 1.04 (0.84–1.30) | 1.05 (0.86–1.28) |
| 150–300 | 0.90 (0.73–1.12) | 0.92 (0.76–1.12) |
| > 300 | Ref. | Ref. |
| Public primary | 1.04 (0.88–1.22) | 0.98 (0.84–1.14) |
| Public secondary | Ref. | Ref. |
| Private | 1.01 (0.77–1.32) | 1.00 (0.96–1.05) |
| < 2 | N/A | 0.93 (0.81–1.06) |
| 2–14 | N/A | 1.03 (0.93–1.15) |
| 15–24 | N/A | 0.96 (0.89–1.04) |
| 25–39 | N/A | Ref. |
| 40–49 | N/A | 0.93 (0.84–1.02) |
| 50+ | N/A | 0.98 (0.91–1.04) |
| Male | N/A | 1.00 (0.96–1.05) |
| Female | N/A | Ref. |
| CD4+ cell count > 200 cells/µL, or WHO stage 1 or 2 | N/A | Ref. |
| CD4+ cell count ≤ 200 cells/µL, or WHO stage 3 or 4 | N/A | 0.65 (0.60–0.70) |
| Unrecorded | N/A | 0.74 (0.70–0.78) |
ART: antiretroviral therapy; CD4+ cell: CD4+ T lymphocyte; CI: confidence interval; HIV: human immunodeficiency virus; N/A: not applicable; Ref.: reference category; RR: relative risk; WHO: World Health Organization.
a Patients achieved 12 months of retention in comprehensive HIV care if they were: assessed for ART eligibility (CD4+ cell count or WHO stage); initiated on ART, if eligible; and retained on ART for 12 months after enrolment, or retained in care for 12 months if ART ineligible.
b Model 1 included only facility-level covariates. Model 2 included facility-level and patient-level covariates. Facility type was a priori identified as a potential confounder of the relationship between availability of ART initiation and management by a nurse and retention at 12 months. Other facility-level covariates found significant at α < 0.05 in the univariate model were included in the multivariable models. All three patient-level covariates were included in the models.
c Relative risks of achieving 12-month retention in care were calculated using generalized linear mixed log-binomial relative risk regression with random intercepts to account for within-clinic correlation.
d Because eligibility assessment by nurse, initiation of ART by nurse and follow-up of ART by nurse were highly collinear with each other, only nurse initiation of ART by nurse was included in the models.
Note: Data were collected for patients enrolling in HIV care between 1 January 2014 and 31 March 2015 and followed up to 31 March 2016.