TY - JOUR
T1 - Protocol for the analysis of a natural experiment on the impact of the Affordable Care Act on diabetes care in community health centers
AU - Huguet, Nathalie
AU - Angier, Heather
AU - Marino, Miguel
AU - McConnell, K. John
AU - Hoopes, Megan J.
AU - O'Malley, Jean P.
AU - Raynor, Lewis A.
AU - Likumahuwa-Ackman, Sonja
AU - Holderness, Heather
AU - DeVoe, Jennifer E.
N1 - Funding Information:
This work was supported by the Agency for Healthcare Research and Quality (AHRQ), grant number R01HS024270, and by the National Cancer Institute (NCI), grant numbers R01CA204267 and R01CA181452. The authors acknowledge the significant contributions to this study that were provided by collaborating investigators in the NEXT-D2 (Natural Experiments in Translation for Diabetes) Study Two. ADVANCE (Accelerating Data Value Across a National Community Health Center Network) is led by the OCHIN Community Health Information Network in partnership with the Health Choice Network (HCN), Fenway Health, CareOregon, Kaiser Permanente Center for Health Research, Legacy Health, Oregon Health & Science University (OHSU), and the Robert Graham Center. The authors also acknowledge the participation of Dr. Greg Nichols at Northwest Kaiser Permanente Center for Health Research as well as our partnering health systems. The views presented in this article are solely the responsibility of the authors and do not necessarily represent the views of the funding agencies.
Funding Information:
This study was made possible by Cooperative Agreement Number U18DP006116 jointly funded by the US Centers for Disease Control and Prevention, the National Institute of Diabetes and Digestive and Kidney Diseases, and the Patient-Centered Outcomes Research Institute.
Publisher Copyright:
© 2017 The Author(s).
PY - 2017/2/10
Y1 - 2017/2/10
N2 - Background: It is hypothesized that Affordable Care Act (ACA) Medicaid expansions could substantially improve access to health insurance and healthcare services for patients at risk for diabetes mellitus (DM), with pre-DM, or already diagnosed with DM. The ACA called for every state to expand Medicaid coverage by 2014. In a 2012 legal challenge, the US Supreme Court ruled that states were not required to implement Medicaid expansions. This 'natural experiment' presents a unique opportunity to learn whether and to what extent Medicaid expansion can affect healthcare access and services for patients with DM risk, pre-DM, or DM. Methods/design: Data from electronic health records (EHRs) from the Accelerating Data Value Across a National Community Health Center Network (ADVANCE) clinical data research network, which has data from >700 community health centers (CHCs), was included in the study. EHR data will be linked to Oregon Medicaid claims data. Data collection will include information on changes in health insurance, service receipt, and health outcomes, spanning 9 years (pre- and post-expansion), comparing states that expanded Medicaid, and those that did not. Patients included in this study will be diagnosed with DM, be at risk for DM, or have pre-DM, between the ages of 19 and 64, with ≥1 ambulatory visit. Sample size is estimated to be roughly 275,000 patients. Biostatistical analyses will include the difference-in-differences (DID) methodology and a generalized linear mixed model. Econometric analyses will include a DID two-part method to calculate the difference in Medicaid expenditures in Oregon among newly insured CHC patients. Discussion: Findings will have national relevance on DM health services and outcomes and will be shared through national conferences and publications. The findings will provide information needed to impact the policy as it is related to access to health insurance and receipt of healthcare among a vulnerable population. Trial registration: This project is registered with ClinicalTrials.gov ( NCT02685384 ). Registered 18 May 2016.
AB - Background: It is hypothesized that Affordable Care Act (ACA) Medicaid expansions could substantially improve access to health insurance and healthcare services for patients at risk for diabetes mellitus (DM), with pre-DM, or already diagnosed with DM. The ACA called for every state to expand Medicaid coverage by 2014. In a 2012 legal challenge, the US Supreme Court ruled that states were not required to implement Medicaid expansions. This 'natural experiment' presents a unique opportunity to learn whether and to what extent Medicaid expansion can affect healthcare access and services for patients with DM risk, pre-DM, or DM. Methods/design: Data from electronic health records (EHRs) from the Accelerating Data Value Across a National Community Health Center Network (ADVANCE) clinical data research network, which has data from >700 community health centers (CHCs), was included in the study. EHR data will be linked to Oregon Medicaid claims data. Data collection will include information on changes in health insurance, service receipt, and health outcomes, spanning 9 years (pre- and post-expansion), comparing states that expanded Medicaid, and those that did not. Patients included in this study will be diagnosed with DM, be at risk for DM, or have pre-DM, between the ages of 19 and 64, with ≥1 ambulatory visit. Sample size is estimated to be roughly 275,000 patients. Biostatistical analyses will include the difference-in-differences (DID) methodology and a generalized linear mixed model. Econometric analyses will include a DID two-part method to calculate the difference in Medicaid expenditures in Oregon among newly insured CHC patients. Discussion: Findings will have national relevance on DM health services and outcomes and will be shared through national conferences and publications. The findings will provide information needed to impact the policy as it is related to access to health insurance and receipt of healthcare among a vulnerable population. Trial registration: This project is registered with ClinicalTrials.gov ( NCT02685384 ). Registered 18 May 2016.
KW - Affordable care act
KW - Community health center
KW - Diabetes
KW - Natural experiment
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U2 - 10.1186/s13012-017-0543-6
DO - 10.1186/s13012-017-0543-6
M3 - Article
C2 - 28183354
AN - SCOPUS:85012053621
SN - 1748-5908
VL - 12
JO - Implementation Science
JF - Implementation Science
IS - 1
M1 - 14
ER -