Implementation of the Chronic Care Model to Reduce Disparities in Hypertension Control: Benefits Take Time
Overview
Authors
Affiliations
Background: The Chronic Care Model (CCM) has been endorsed by experts to reduce disparities in chronic disease outcomes but benefits may be slow to appear in low-income populations.
Objective: To evaluate the effect of CCM implementation on systolic blood pressure (SBP) control in minority patients with diabetes mellitus (DM).
Design: Retrospective study from 2012 to 2016 in two primary care clinics with primarily uninsured, Hispanic patients.
Patients: Four 2-year cohorts of patients aged 18-75 with DM and SBP ≥ 140 mmHg on HTN drugs in year 1 and SBP measured 1 year later in year 2.
Intervention: Implementation of CCM for DM in January 2014 involved: electronic medical record revision, a DM registry, hypertension (HTN) treatment protocol, team education, performance feedback, and case management.
Main Measure: SBP < 140 mmHg in year 2.
Key Results: Of 2354 patients, the mean age was 56.2 (SD 9.5), baseline SBP 153.8 (SD 14.9) mmHg, and 79.8% Hispanic. Last SBP < 140 mmHg was 58.4% for cohort 1 (2012-2013) and 68.5% for cohort 4 (2015-2016). Adjusted odds ratios (AORs) for SBP control versus cohort 1 were 1.35 (95% CI 1.07, 1.69) for cohort 3 (2014-2015) and 2.13 (95% CI 1.60, 2.80) for cohort 4. AORs for SBP control were reduced by 15% per HTN drug at baseline (P = 0.001), 9% per HTN drug added at last SBP (P = 0.024), and 22% for multi-dose HTN drugs (P = 0.004). Among patients with persistent elevated SBP and represented in multiple cohorts, AORs for control were still over 2-fold higher for cohort 4 versus cohort 1.
Conclusions: After adopting the CCM for primarily Hispanic patients with DM, SBP control increased significantly despite treatment with fewer HTN drugs. Yet improvement took 3-4 years, suggesting that financial rewards for using the CCM to achieve improved clinical outcomes for low-income, minority patients may be delayed.
Lamina T, Abdi H, Behrens K, Parikh R, Call K, Claussen A Ann Intern Med. 2024; 178(1):88-97.
PMID: 39680922 PMC: 11884814. DOI: 10.7326/ANNALS-24-01262.
Ose D, Adediran E, Owens R, Gardner E, Mervis M, Turner C J Med Internet Res. 2023; 25:e42409.
PMID: 37713256 PMC: 10541643. DOI: 10.2196/42409.
Improving Quality Improvement Capacity and Clinical Performance in Small Primary Care Practices.
Coleman K, Krakauer C, Anderson M, Michaels L, Dorr D, Fagnan L Ann Fam Med. 2021; 19(6):499-506.
PMID: 34750124 PMC: 8575517. DOI: 10.1370/afm.2733.
Continuity of Care and the Control of High Blood Pressure at Colombian Primary Care Services.
Barrera L, Oviedo D, Silva A, Tovar D, Mendez F Inquiry. 2021; 58:469580211047043.
PMID: 34620003 PMC: 8511938. DOI: 10.1177/00469580211047043.
Scott H, Spinelli M, Vittinghoff E, Morehead-Gee A, Hirozawa A, James C AIDS. 2019; 33(14):2189-2195.
PMID: 31436610 PMC: 6832847. DOI: 10.1097/QAD.0000000000002347.