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Analyzing the impact of a state concussion law using an autoregressive integrated moving average intervention analysis.

Authors :
Huang, Lihong
Sullivan, Lindsay
Yang, Jingzhen
Source :
BMC Health Services Research. 9/24/2020, Vol. 20 Issue 1, pN.PAG-N.PAG. 1p. 2 Charts, 2 Graphs.
Publication Year :
2020

Abstract

<bold>Background: </bold>Existing studies analyzing the impact of state concussion laws have found an increase in concussion-related medical encounters post-law, in some instances, such increases were observed during the pre-law period due to a potential "spillover" effect. This study assessed the effects of Ohio's concussion law, while accounting for such a "spillover" effect, on the trends in monthly rates of concussion-related medical encounters in Medicaid insured children using autoregressive integrated moving average (ARIMA) analysis.<bold>Methods: </bold>We analyzed claim data obtained from the Partners For Kids database, a pediatric accountable care organization in Ohio. Concussion-related medical encounters for Medicaid-insured children (ages 0-18 years) treated between April 1, 2008 to December 31, 2016 were selected and analyzed. We assessed pre- and post-law trends in concussion-related medical encounters using an ARIMA intervention model. We also used traditional regression methods to validate the study results.<bold>Results: </bold>A total of 16,943 concussion-related medical encounters sustained by 15,545 unique patients were included. Monthly rates of concussion-related medical encounters significantly increased from 4.64 per 10,000 member months during the pre-law period to 6.69 per 10,000 member months in the post-law period (P < 0.0001). Three upward breaks in the monthly rates of concussion-related medical encounters were observed between 2009 and 2016, with two breaks observed during the pre-law period. Specifically, the increased breakpoint observed in July 2011 (P = 0.0186) was significantly associated with an estimated 7.3% increase (95% CI: 1.1-13.7) in the rate of concussion-related medical encounters. This finding was confirmed in the Poisson regression and curve fitting models. Furthermore, a seasonal trend in concussion-related medical encounters was observed with the highest rates in September and October of each year.<bold>Conclusions: </bold>Two of the three upward breaks identified in the monthly rate of concussion-related medical encounters occurred before the enactment of Ohio's concussion law, suggesting a potential "spillover" effect. Further research is needed to confirm such an effect in children with other types of medical insurance. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
14726963
Volume :
20
Issue :
1
Database :
Academic Search Index
Journal :
BMC Health Services Research
Publication Type :
Academic Journal
Accession number :
146053992
Full Text :
https://doi.org/10.1186/s12913-020-05742-0