Table 1.
Team/project | Policy/program | Data sources | Setting and population | Main outcomes | Main analytic method |
---|---|---|---|---|---|
Northwestern University | ACA Medicaid expansion | Electronic health records from 2009 to 2019 from the Chicago Area Patient-Centered Outcomes Research Network (CAPriCORN) and the Greater Plains Collaborative Clinical Data Research Network | 10 million patients in 5 Medicaid expansion and 4 non-expansion states | Diabetes diagnosis, treatments, HbA1c levels, hypoglycemic, and other diabetes-related medications | Difference-in-difference methods |
Oregon Health & Sciences University/Prevent-D | ACA Medicaid expansion | EHR data from the ADVANCE clinical data research network, which has data from > 700 community health centers and Oregon Medicaid claim data | Patients aged 19–64 with diabetes, prediabetes, at risk for type 2 diabetes, or no diabetes | Insurance status, healthcare delivery, diabetes biomarkers (e.g., HbA1c), Medicaid expenditures | Difference-in-difference |
Harvard Medical School and Harvard Pilgrim Health Care Institute /HDHP impacts | Employer-mandated transition to high-deductible insurance coverage | OptumInsight (Eden Prairie, MN) Clinformatics commercial insurance claims database | Patients with diagnosis of diabetes from 2005 to 2017 | Inpatient, emergency room, and outpatient service utilization, out-of-pocket costs, and total healthcare service consumption | Interrupted time series design and difference-in--difference |
Pennsylvania State University College of Medicine at Hershey Medical Center | Universal preventive coverage for obesity screening and counseling | EHR and claims data from the PaTH Clinical Research Data Network (CDRN), a partnership of six health systems in 3 states | Patients with overweight and obesity with diabetes or who are at risk for type 2 diabetes | Weight loss, patient-reported outcomes (e.g., self-rated health, depression, physical activity, fruit and vegetable consumption), diabetes incidence, diabetes-related processes of care | Multi-level mixed effects models, difference-in--difference |
Tulane University | Introduction of a CMS CPT billing code for non-face-to-face chronic care management services | EHR and claims data from the Research Action for Health Network (REACHnet) | Patients aged 35–94 with diabetes plus at least one other chronic condition | Uptake and use of the new CMS billing code, diabetes quality indicators (e.g., HbA1c < 7%, blood pressure < 140/90 mmHg, etc.) | Regression discontinuity, difference-in--difference |
University of California, Berkeley | CMS State Innovation Model (SIM) Initiative | Population health survey data (BRFSS, HCUP), provider and system survey data (NSPO, N-SHOS) | Physician organizations, adult patients with diabetes | Organizational: adoption of diabetes care management, health IT, implementation of core PCMH components. Individual: diabetes-related health behaviors (e.g., physical activity, tobacco use, etc.) | Stepped-wedge, difference-in--difference |
Icahn School of Medicine at Mt. Sinai | New York State’s Health Home program | EHR data from the NYC-CDRN, which includes 7 major health systems, Medicaid claims, Medicaid HH program data, key informant interviews, focus groups | Adults with diabetes who have been insured by Medicaid during the study period | -Quality of care (e.g., nephropathy screening) -Utilization (e.g., diabetes-related preventable admissions) -Intermediate outcomes (e.g., HbA1c, blood pressure) -Diabetes complications |
Interrupted time series with comparison series and difference-in--differences |
University of California, Los Angeles | UnitedHealthcare Medicaid practice-level innovation (Accountable Care Communities) and Medicaid Health Home program | UnitedHealthcare Medicaid claims data | Adult Medicaid patients with diabetes or at risk for type 2 diabetes | Diabetes-related health outcomes (e.g., HbA1c), processes of care (e.g., microalbuminuria screening), utilization and cost of care | Interrupted time series design, regression discontinuity, and difference-in--difference |
ACA Affordable Care Act, EHR electronic health record, HDHP high-deductible health plan, CMS Centers for Medicare and Medicaid Services, CPT current procedural terminology, BRFSS Behavioral Risk Factor Surveillance System, HCUP Healthcare Cost and Utilization Project, NSPO National Study of Physician Organizations, N-SHOS National Survey of Health Organizations and Systems