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Research ArticleOriginal Research

Community Health Center Use After Oregon’s Randomized Medicaid Experiment

Jennifer E. DeVoe, Miguel Marino, Rachel Gold, Megan J. Hoopes, Stuart Cowburn, Jean P. O’Malley, John Heintzman, Charles Gallia, K. John McConnell, Christine A. Nelson, Nathalie Huguet and Steffani R. Bailey
The Annals of Family Medicine July 2015, 13 (4) 312-320; DOI: https://doi.org/10.1370/afm.1812
Jennifer E. DeVoe
1Oregon Health & Science University, Department of Family Medicine, Portland, Oregon
2OCHIN, Inc, Portland, Oregon
MD, DPhil
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Miguel Marino
1Oregon Health & Science University, Department of Family Medicine, Portland, Oregon
3Department of Public Health and Preventive Medicine, Division of Biostatistics, Oregon Health & Science University, Portland, Oregon
PhD
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Rachel Gold
2OCHIN, Inc, Portland, Oregon
4Kaiser Permanente Northwest Center for Health Research, Portland, Oregon
PhD, MPH
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Megan J. Hoopes
2OCHIN, Inc, Portland, Oregon
MPH
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Stuart Cowburn
2OCHIN, Inc, Portland, Oregon
MPH
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Jean P. O’Malley
3Department of Public Health and Preventive Medicine, Division of Biostatistics, Oregon Health & Science University, Portland, Oregon
MPH
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John Heintzman
1Oregon Health & Science University, Department of Family Medicine, Portland, Oregon
MD
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Charles Gallia
5Office of Health Analytics, Oregon Health Authority, Portland, Oregon
PhD
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K. John McConnell
6Center for Health System Effectiveness, Department of Emergency Medicine, Oregon Health & Science University, Portland, Oregon
PhD
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Christine A. Nelson
2OCHIN, Inc, Portland, Oregon
PhD, RN
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Nathalie Huguet
1Oregon Health & Science University, Department of Family Medicine, Portland, Oregon
PhD
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Steffani R. Bailey
1Oregon Health & Science University, Department of Family Medicine, Portland, Oregon
PhD
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  • For correspondence: bailstef@ohsu.edu
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Abstract

PURPOSE There is debate about whether community health centers (CHCs) will experience increased demand from patients gaining coverage through Affordable Care Act Medicaid expansions. To better understand the effect of new Medicaid coverage on CHC use over time, we studied Oregon’s 2008 randomized Medicaid expansion (the “Oregon Experiment”).

METHODS We probabilistically matched demographic data from adults (aged 19–64 years) participating in the Oregon Experiment to electronic health record data from 108 Oregon CHCs within the OCHIN community health information network (originally the Oregon Community Health Information Network) (N = 34,849). We performed intent-to-treat analyses using zero-inflated Poisson regression models to compare 36-month (2008–2011) usage rates among those selected to apply for Medicaid vs not selected, and instrumental variable analyses to estimate the effect of gaining Medicaid coverage on use. Use outcomes included primary care visits, behavioral/mental health visits, laboratory tests, referrals, immunizations, and imaging.

RESULTS The intent-to-treat analyses revealed statistically significant differences in rates of behavioral/mental health visits, referrals, and imaging between patients randomly selected to apply for Medicaid vs those not selected. In instrumental variable analyses, gaining Medicaid coverage significantly increased the rate of primary care visits, laboratory tests, referrals, and imaging; rate ratios ranged from 1.27 (95% CI, 1.05–1.55) for laboratory tests to 1.58 (95% CI, 1.10–2.28) for referrals.

CONCLUSIONS Our results suggest that use of many different types of CHC services will increase as patients gain Medicaid through Affordable Care Act expansions. To maximize access to critical health services, it will be important to ensure that the health care system can support increasing demands by providing more resources to CHCs and other primary care settings.

  • community health centers
  • primary care utilization
  • Medicaid
  • Patient Protection and Affordable Care Act
  • ACA
  • Oregon Experiment
  • health policy
  • practice-based research
  • vulnerable populations
  • Received for publication February 12, 2015.
  • Revision received May 15, 2015.
  • Accepted for publication May 26, 2015.
  • © 2015 Annals of Family Medicine, Inc.
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July/August 2015
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Community Health Center Use After Oregon’s Randomized Medicaid Experiment
Jennifer E. DeVoe, Miguel Marino, Rachel Gold, Megan J. Hoopes, Stuart Cowburn, Jean P. O’Malley, John Heintzman, Charles Gallia, K. John McConnell, Christine A. Nelson, Nathalie Huguet, Steffani R. Bailey
The Annals of Family Medicine Jul 2015, 13 (4) 312-320; DOI: 10.1370/afm.1812

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Community Health Center Use After Oregon’s Randomized Medicaid Experiment
Jennifer E. DeVoe, Miguel Marino, Rachel Gold, Megan J. Hoopes, Stuart Cowburn, Jean P. O’Malley, John Heintzman, Charles Gallia, K. John McConnell, Christine A. Nelson, Nathalie Huguet, Steffani R. Bailey
The Annals of Family Medicine Jul 2015, 13 (4) 312-320; DOI: 10.1370/afm.1812
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Subjects

  • Person groups:
    • Vulnerable populations
  • Methods:
    • Quantitative methods
  • Other research types:
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    • Health services
  • Core values of primary care:
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Keywords

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  • primary care utilization
  • Medicaid
  • Patient Protection and Affordable Care Act
  • ACA
  • Oregon Experiment
  • health policy
  • practice-based research
  • vulnerable populations

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