| Literature DB >> 36153383 |
Asha Hegde1, Haresh Patel1, Chinmay Laxmeshwar2, Ajit Phalake1, Anupam Khungar Pathni3, Ravdeep Gandhi1, Andrew E Moran4,5, Mandar Kannure1, Bhawana Sharma3, Vaishnavi Jondhale1, Sapna Surendran1, Shibu Vijayan1.
Abstract
In India, the private sector provides 70% of the total outpatient medical care. This study describes the Mumbai Hypertension Project, which aimed to deliver a standard hypertension management package in private sector clinics situated in urban slums. The project was conducted in two wards (one "lean" and one "intensive") with 82 private providers in each. All hypertensive patients received free drug vouchers, baseline serum creatinine, adherence support, self-management counseling and follow-up calls. In the intensive-ward, project supported hub agents facilitated uptake of services. A total of 13,184 hypertensive patients were registered from January 2019 to February 2020. Baseline blood pressure (BP) control rates were higher in the intensive-ward (30%) compared with the lean-ward (13%). During the 14-month project period, 6752 (51%) patients followed-up, with participants in the intensive-ward more likely to follow-up (aOR: 2.31; p < 0.001). By project end, the 3-6-month cohort control rate changed little from baseline-29% for intensive ward and 14% for lean ward. Among those who followed up, proportion with controlled BP increased 13 percentage points in the intensive ward and 16 percentage points in the lean ward; median time to BP control was 97 days in the intensive-ward and 153 days in lean-ward (p < 0.001). Despite multiple quality-improvement interventions in Mumbai private sector clinics, loss to follow-up remained high, and BP control rates only improved in patients who followed up; but did not improve overall. Only with new systems to organize and incentivize patient follow-up will the Indian private sector contribute to achieving national hypertension control goals.Entities:
Year: 2022 PMID: 36153383 PMCID: PMC9510164 DOI: 10.1038/s41371-022-00754-1
Source DB: PubMed Journal: J Hum Hypertens ISSN: 0950-9240 Impact factor: 2.877
Fig. 1Conceptual framework of the Mumbai hypertension project.
The framework describes the underlying challenges in hypertension management in the private sector, the service delivery model, the implementation framework, and the expected outcomes.
Fig. 2Intervention models in lean and intensive wards in the Mumbai hypertension control project.
This figure illustrates the interventions offered in the lean and intensive models.
Demographic and clinical characteristics of hypertensive patients enrolled in the Mumbai Hypertension Project.
| Lean ward | Intensive ward | Total | |
|---|---|---|---|
| Patients registered | 4560 | 8624 | 13,184 |
| Median age in years (IQR) | 50 (42–60) | 54 (45–62) | 53 (45–62) |
| Age categories | |||
| <30 years | 157 (1.8) | 121 (1.4) | 278 (2.1) |
| 30–44 years | 1232 (27.0) | 1665 (19.3) | 2897 (22.0) |
| 45–59 years | 1845 (40.5) | 3795 (44.0) | 5640 (42.8) |
| 60+ years | 1326 (29.1) | 3043 (35.3) | 4369 (33.1) |
| Sex | |||
| Male | 2257 (49.5) | 4042 (46.9) | 6299 (47.8) |
| Female | 2303 (50.5) | 4582 (53.1) | 6885 (52.2) |
| Mean baseline blood pressure (SD) | |||
| Systolic | 155.1 (20.1) | 147.7 (22.7) | 150.3 (22.1) |
| Diastolic | 93.2 (11.5) | 88.4 (13.5) | 90.1 (13.1) |
| Baseline blood pressure control | |||
| Stage 1a | 1448 (31.8) | 2779 (32.2) | 4227 (32.1) |
| Stage 2b | 2521 (55.2) | 3257 (37.8) | 5778 (43.8) |
| Within normal range | 591 (13.0) | 2588 (30.0) | 3179 (24.1) |
| Median follow-up time in months (IQR)c | 0.9 (0–5.6) | 2.4 (0–5.8) | 2.0 (0–5.8) |
| Median number of follow-upvisits (IQR)c | 1 (0–4) | 1 (0–4) | 1 (0–4) |
aDefined as systolic blood pressure between 140–159 mm of Hg and diastolic blood pressure between 90–99 mm of Hg and is uncontrolled BP.
bDefined as systolic blood pressure more than 159 mm of Hg and diastolic blood pressure more than 99 mm of Hg and is uncontrolled BP.
cFor cohort enrolled till September 2019.
Factors associated with at least one patient follow-up visit in the Mumbai hypertension project.
| Adjusted odds ratioa | 95% confidence interval | ||
|---|---|---|---|
| Ward | |||
| Lean | Ref | ||
| Intensive | 1.64 | 1.41–1.91 | <0.001 |
| Age | |||
| 18–44 years | Ref | ||
| 45–59 years | 1.27 | 1.14–1.42 | <0.001 |
| ≥60 years | 1.08 | 1.00–1.29 | 0.04 |
| Gender | |||
| Male | Ref | ||
| Female | 1.19 | 1.08–1.31 | <0.001 |
| Voucher utilization | |||
| No | Ref | ||
| Yes | 3.61 | 3.20–4.08 | <0.001 |
| Hub agent | |||
| No hub agent | Ref | ||
| Project hub agent | 1.61 | 1.37–1.90 | <0.001 |
| Honorarium hub agent | 1.28 | 1.08–1.52 | <0.001 |
| Provider type | |||
| AYUSH | Ref | ||
| MBBS | 1.22 | 1.08–1.39 | <0.001 |
| MD | 0.32 | 0.28–0.37 | <0.001 |
| Follow-up phone calls | |||
| Not connected | Ref | ||
| Connected | 2.76 | 2.46–3.09 | <0.001 |
aOdds ratios from logistic regression models adjusting for ward, age, gender, voucher utilization, hub agent, provider type, and follow-up phone calls.
Cohort blood pressure control achieved by 3–6 months after enrollment.
| a. 3–6 monthly cohort BP control rate of all patients enrolled under the Mumbai Hypertension Project | |||||||
| Q1 (Jan–Mar 2019) | 457 | 11% | 572 | 20% | 1029 | 16% | |
| Q2 (Apr–Jun 2019) | 634 | 18% | 1338 | 23% | 1972 | 21% | |
| Q3 (Jul–Sept 2019) | 1462 | 15% | 2609 | 30% | 4071 | 24% | |
| Q4 (Oct–Dec 2019) | 1421 | 14% | 3174 | 17% | 4595 | 16% | |
| Total | 3974 | 14% | 7693 | 22% | 11667 | 20% | |
| b. 3–6 monthly cohort control rate of only the patients enrolled under the Mumbai Hypertension Project who followed up in the next quarter | |||||||
| Q1 (Jan–Mar 2019) | 457 | 257 | 20% | 572 | 350 | 32% | 27% |
| Q2 (Apr–Jun 2019) | 634 | 351 | 32% | 1338 | 769 | 40% | 38% |
| Q3 (Jul–Sept 2019) | 1462 | 709 | 31% | 2609 | 1561 | 50% | 44% |
| Q4 (Oct–Dec 2019) | 1421 | 656 | 29% | 3174 | 1341 | 39% | 36% |
| Total | 3974 | 1973 | 29% | 7693 | 4021 | 43% | 38% |
Fig. 3Kaplan–Meier curve describing the time to blood pressure control in intensive and lean wards in the Mumbai Hypertension Project.
This figure shows the time to BP control patients whose BP was uncontrolled at the time of registration and who came for follow-up.
Factors associated with blood pressure control in the Mumbai Hypertension Project.
| Total ( | Intensive ward ( | Lean ward ( | ||||
|---|---|---|---|---|---|---|
| Odds ratio | Odds ratioa | Odds ratioa | ||||
| Gender | ||||||
| Male | Ref | |||||
| Female | – | – | 0.77 | 0.00 | 0.75 | 0.00 |
| Voucher utilized | ||||||
| No | Ref | |||||
| Yes | – | – | 0.64 | 0.00 | 0.93 | 0.65 |
| Hub agent | ||||||
| No hub agent | Ref | |||||
| Project hub agent | – | – | 1.18 | 0.10 | – | – |
| Honorarium hub agent | – | – | 2.19 | 0.00 | – | – |
| Provider type | ||||||
| AYUSH | Ref | |||||
| MBBS | – | – | 1.48 | 0.00 | 1.24 | 0.13 |
| MD | – | – | 1.41 | 0.00 | 1.81 | 0.01 |
| BP measurement at registration | ||||||
| Controlled BP | Ref | |||||
| Uncontrolled BP | – | – | 0.27 | 0.00 | 0.18 | 0.00 |
| Age | ||||||
| 18–44 years | Ref | |||||
| 45–59 years | – | – | 1.00 | 0.98 | 1.17 | 0.17 |
| ≥60 years | – | – | 0.92 | 0.39 | 1.05 | 0.74 |
| Proportion of follow-up phone calls | ||||||
| Not connected | Ref | |||||
| Connected (0.1–0.5) | – | – | 0.92 | 0.40 | 0.69 | 0.05 |
| Connected (0.5–0.9) | – | – | 1.19 | 0.17 | NA | NA |
| Connected (1.0) | – | – | 0.92 | 0.44 | 1.30 | 0.04 |
| Proportion of follow-up visits | ||||||
| Followed up ≤0.5 | Ref | |||||
| Followed up (0.6–0.9) | – | – | 1.09 | 0.37 | 1.32 | 0.03 |
| Followed up (1.0) | – | – | 1.29 | 0.00 | 1.33 | 0.04 |
| Duration of Treatment | 1.07 | 0.00 | 1.11 | 0.00 | ||
| Ward | ||||||
| Lean | Ref | – | – | – | – | |
| Intensive | 2.31 | 0.00 | – | – | – | – |
aOdds ratios from logistic regression models adjusting for gender, voucher utilization, hub agent, provider type, BP measurement at registration, age, proportion of follow-up phone calls, proportion of follow-up visits, duration of treatment, and ward.