Journal of General Internal Medicine

, Volume 32, Issue 8, pp 940–947 | Cite as

Medicaid’s Impact on Chronic Disease Biomarkers: A Cohort Study of Community Health Center Patients

  • Brigit Hatch
  • Miguel Marino
  • Marie Killerby
  • Heather Angier
  • Megan Hoopes
  • Steffani R Bailey
  • John Heintzman
  • Jean P O’Malley
  • Jennifer E DeVoe
Health Policy



Understanding the impact of health insurance is critical, particularly in the era of Affordable Care Act Medicaid expansion. The electronic health record (EHR) provides new opportunities to quantify health outcomes.


To assess changes in biomarkers of chronic disease among community health center (CHC) patients who gained Medicaid coverage with the Oregon Medicaid expansion (2008–2011).


Prospective cohort. Patients were followed for 24 months, and rate of mean biomarker change was calculated. Time to a controlled follow-up measurement was compared using Cox regression models.


Using EHR data from OCHIN (a non-profit network of CHCs) linked to state Medicaid data, we identified three cohorts of patients with uncontrolled chronic conditions (diabetes, hypertension, and hyperlipidemia). Within these cohorts, we included patients who gained Medicaid coverage along with a propensity score-matched comparison group who remained uninsured (diabetes n = 608; hypertension n = 1244; hyperlipidemia n = 546).

Main Measures

Hemoglobin A1c (HbA1c) for the diabetes cohort, systolic and diastolic blood pressure (SBP and DBP, respectively) for the hypertension cohort, and low-density lipoprotein (LDL) for the hyperlipidemia cohort.

Key Results

All cohorts improved over time. Compared to matched uninsured patients, adults in the diabetes and hypertension cohorts who gained Medicaid coverage were significantly more likely to have a follow-up controlled measurement (hazard ratio [HR] =1.26, p = 0.020; HR = 1.35, p < 0.001, respectively). No significant difference was observed in the hyperlipidemia cohort (HR = 1.09, p = 0.392).


OCHIN patients with uncontrolled chronic conditions experienced objective health improvements over time. In two of three chronic disease cohorts, those who gained Medicaid coverage were more likely to achieve a controlled measurement than those who remained uninsured. These findings demonstrate the effective care provided by CHCs and the importance of health insurance coverage within a usual source of care setting.

Clinical Trials Registration: NCT02355132 []


Medicaid access to healthcare biomarkers 


Compliance with Ethical Standards


This project was funded in part by the National Institutes of Health/National Heart, Lung, and Blood Institute, R01HL107647, and the Agency for Healthcare Research and Quality, R01HS024270.

Prior Presentations

These results were presented at the 43rd North American Primary Care Research Group Annual Meeting, October 24–28, 2015, in Cancun, Mexico.

Conflict of Interest

The authors declare that they do not have a conflict of interest.

Supplementary material

11606_2017_4051_MOESM1_ESM.docx (401 kb)
ESM 1 (DOCX 401 kb)


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Copyright information

© Society of General Internal Medicine 2017

Authors and Affiliations

  • Brigit Hatch
    • 1
    • 2
  • Miguel Marino
    • 1
  • Marie Killerby
    • 1
  • Heather Angier
    • 1
  • Megan Hoopes
    • 2
  • Steffani R Bailey
    • 1
  • John Heintzman
    • 1
  • Jean P O’Malley
    • 1
  • Jennifer E DeVoe
    • 1
    • 2
  1. 1.Oregon Health & Science UniversityPortlandUSA
  2. 2.OCHIN, Inc.PortlandUSA

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