Post ACA Reform: Evaluation of Community Health Center Care of Diabetes (PREVENTD)
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Detailed Description
Diabetes mellitus (DM) is one of the most prevalent chronic diseases, affecting over 29 million people in the United States (US). The number of people with DM is expected to increase by 200% between 2005 and 2050, from 16 to 48 million. Health insurance and continued access to healthcare services are essential for optimal DM care and management; thus, it is hypothesized that Affordable Care Act (ACA) Medicaid expansions could substantially improve access to health insurance and essential healthcare services for patients with DM risk (aged ≥45 + overweight) and patients diagnosed with DM. Studies of single state Medicaid expansions showed increased utilization of healthcare services, access to providers, receipt of preventive care services, and improved health outcomes post-expansion; however, past studies did not have concurrent control states. In 2012, the US Supreme Court ruled that states were not legally required to implement ACA Medicaid expansion, creating a 'natural policy experiment' - a unique national opportunity to test the effect of ACA Medicaid expansion on healthcare access and services for patients at risk for DM or diagnosed with DM ('with DM risk or DM'). By January 1, 2015, 28 states and the District of Columbia had implemented the expansion; Medicaid enrollment increased by an estimated 12.9% in expansion states, compared to 2.6% in non-expansion states. The investigators propose to use this unprecedented natural policy experiment to study the effect of state-level Medicaid expansions on DM prevention, treatment, expenditures, and health outcomes. As many persons affected by both DM and the ACA Medicaid expansions receive primary care in safety net community health centers (CHCs), the proposed analyses will use electronic health record (EHR) data from the national ADVANCE clinical data research network (CDRN) of CHCs (ADVANCE is one of 11 CDRNs in the national PCORnet data network). The ADVANCE CDRN has patient-level data from 470 CHCs in 12 Medicaid expansion states (n=1,242,823 patients) and 248 CHCs in 9 non-expansion states (n=830,399 patients). This nationally unique data resource will let the investigators measure pre-post DM-related utilization and receipt of preventive services in expansion versus non-expansion states, illuminating the impact of ACA Medicaid expansions on DM prevention and treatment Our proposed study, Post ACA Reform: EValuation of community hEalth ceNTer care of Diabetes (PREVENT-D) has the following specific aims:
Aim 1. Compare pre-post insurance status, overall visits, and chronic disease management visits among patients with DM risk or DM, in expansion versus non-expansion states.
Aim 2. Compare pre-post receipt of primary and secondary DM preventive services (e.g., screening for obesity, lipid levels, glycosylated hemoglobin) among patients with DM risk or DM, in expansion versus non-expansion states.
Aim 3. Compare pre-post changes in DM-related biomarkers (e.g., body mass index, blood pressure, lipid levels) in patients with DM risk or DM among newly insured (gained Medicaid in post-period), already insured (had coverage in pre- and post-period), and continuously uninsured (no coverage in pre- and post-period) patients in states that expanded Medicaid.
Aim 4: Measure pre-post changes in Oregon Medicaid expenditures among newly insured compared to already insured patients with DM risk or DM.
Study Type
Study Type
Enrollment (Actual)
Enrollment
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Genders Eligible for Study
Sampling Method
Study Population
Description
Inclusion Criteria:
- Patients in intervention and control states aged 20-64
Exclusion Criteria:
- Patients at intervention and control clinics outside of the age range 20-64 Pregnant women to eliminate the possibility of having gestational diabetes mellitus diagnoses
Study Plan
How is the study designed?
Design Details
Number of groups / cohorts
Cohorts and Interventions
Group / CohortGroup / Cohort |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
Medicaid Expansion States
Patients receiving care in community health centers in states that expanded Medicaid (intervention group)
|
There will be no direct intervention, but rather an observation of change based on whether a state expanded Medicaid or not
|
|
Non Medicaid Expansion States
Patients receiving care in community health centers in states that did not expand Medicaid (control group)
|
There will be no direct intervention, but rather an observation of change based on whether a state expanded Medicaid or not
|
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Change of health insurance status
Time Frame: 24 months prior to Medicaid expansion vs 24 months post
|
Health insurance status derived from EHR data and is primarily based on information collected at each visit
|
24 months prior to Medicaid expansion vs 24 months post
|
Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Change in number of internal services utilization
Time Frame: 24 months prior to Medicaid expansion vs 24 months post
|
Number of internal services utilized including number and ratio of "traditional" face to face visits vs. "nontraditional" encounters and communication via phone, personal health record, and email
|
24 months prior to Medicaid expansion vs 24 months post
|
|
Change in type of internal services utilization
Time Frame: 24 months prior to Medicaid expansion vs 24 months post
|
Type of internal services utilized including number and ratio of "traditional" face to face visits vs. "nontraditional" encounters and communication via phone, personal health record, and email
|
24 months prior to Medicaid expansion vs 24 months post
|
|
Change in number of preventive services received
Time Frame: 24 months prior to Medicaid expansion vs 24 months post
|
Number of all billed encounters overall and yearly, number of primary care visits overall and yearly, number of mental and behavioral health encounters, number of dental visits overall and yearly, services received at visit
|
24 months prior to Medicaid expansion vs 24 months post
|
|
Change in type of preventive services received
Time Frame: 24 months prior to Medicaid expansion vs 24 months post
|
Types of all billed encounters overall and yearly, number of primary care visits overall and yearly, number of mental and behavioral health encounters, number of dental visits overall and yearly, services received at visit
|
24 months prior to Medicaid expansion vs 24 months post
|
|
Change of Medicaid expenditures
Time Frame: 24 months prior to Medicaid expansion vs 24 months post
|
The investigators will calculate the average pre-post expansion difference in total Medicaid expenditures.
We will attach an expenditure for each service based on its average Medicaid Fee-For-Service reimbursement in the first year for those who were insured or uninsured pre or post expansion
|
24 months prior to Medicaid expansion vs 24 months post
|
Collaborators and Investigators
Sponsor
Sponsor
Collaborators
Collaborators
Publications and helpful links
General Publications
- Marino M, Angier H, Fankhauser K, Valenzuela S, Hoopes M, Heintzman J, DeVoe J, Moreno L, Huguet N. Disparities in Biomarkers for Patients With Diabetes After the Affordable Care Act. Med Care. 2020 Jun;58 Suppl 6 Suppl 1(Suppl 6 1):S31-S39. doi: 10.1097/MLR.0000000000001257.
- Marino M, Angier H, Springer R, Valenzuela S, Hoopes M, O'Malley J, Suchocki A, Heintzman J, DeVoe J, Huguet N. The Affordable Care Act: Effects of Insurance on Diabetes Biomarkers. Diabetes Care. 2020 Sep;43(9):2074-2081. doi: 10.2337/dc19-1571. Epub 2020 Jul 1.
- Gemelas J, Marino M, Valenzuela S, Schmidt T, Suchocki A, Huguet N. Changes in diabetes prescription patterns following Affordable Care Act Medicaid expansion. BMJ Open Diabetes Res Care. 2021 Dec;9(Suppl 1):e002135. doi: 10.1136/bmjdrc-2021-002135.
- Lindner SR, Marino M, O'Malley J, Angier H, Bailey SR, Hoopes M, Springer R, McConnell KJ, DeVoe J, Huguet N. Health Care Expenditures Among Adults With Diabetes After Oregon's Medicaid Expansion. Diabetes Care. 2020 Mar;43(3):572-579. doi: 10.2337/dc19-1343. Epub 2019 Dec 19.
- Huguet N, Springer R, Marino M, Angier H, Hoopes M, Holderness H, DeVoe JE. The Impact of the Affordable Care Act (ACA) Medicaid Expansion on Visit Rates for Diabetes in Safety Net Health Centers. J Am Board Fam Med. 2018 Nov-Dec;31(6):905-916. doi: 10.3122/jabfm.2018.06.180075.
- Angier H, Huguet N, Ezekiel-Herrera D, Marino M, Schmidt T, Green BB, DeVoe JE. New hypertension and diabetes diagnoses following the Affordable Care Act Medicaid expansion. Fam Med Community Health. 2020 Dec;8(4):e000607. doi: 10.1136/fmch-2020-000607.
- Angier H, Ezekiel-Herrera D, Marino M, Hoopes M, Jacobs EA, DeVoe JE, Huguet N. Racial/Ethnic Disparities in Health Insurance and Differences in Visit Type for a Population of Patients with Diabetes after Medicaid Expansion. J Health Care Poor Underserved. 2019;30(1):116-130. doi: 10.1353/hpu.2019.0011.
- Hoopes M, Angier H, Raynor LA, Suchocki A, Muench J, Marino M, Rivera P, Huguet N. Development of an algorithm to link electronic health record prescriptions with pharmacy dispense claims. J Am Med Inform Assoc. 2018 Oct 1;25(10):1322-1330. doi: 10.1093/jamia/ocy095.
- Huguet N, Angier H, Marino M, McConnell KJ, Hoopes MJ, O'Malley JP, Raynor LA, Likumahuwa-Ackman S, Holderness H, DeVoe JE. Protocol for the analysis of a natural experiment on the impact of the Affordable Care Act on diabetes care in community health centers. Implement Sci. 2017 Feb 10;12(1):14. doi: 10.1186/s13012-017-0543-6.
Study record dates
Study Major Dates
Study Start
Study Start
Primary Completion (Actual)
Primary Completion
Study Completion (Actual)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Estimate)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Keywords
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- U18DP006116 (U.S. NIH Grant/Contract)
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
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