@article{ref1,
title="Recordkeeping error or strategic seasonal substitution? The seasonality of occupational injuries in SOII and MarketScan",
journal="Journal of Occupational and Environmental Medicine",
year="2021",
author="Raymond, Benjamin",
volume="ePub",
number="ePub",
pages="ePub-ePub",
abstract="OBJECTIVE: I compare the seasonal patterns observed in the Survey of Occupational Injuries and Illnesses (SOII) to claims data from the IBM® MarketScan® Research Databases. <br><br>METHODS: I construct monthly injury rates and claims rates by supplementing occupational injuries and other claims data with hours data from the Current Population Survey and estimate seasonal effects using an Unobservable Components Model. <br><br>RESULTS: While workers' compensation data and the SOII display similar seasonal patterns, the year-end decline in the MarketScan data is 1/3 to 1/2 the magnitude observed in the SOII. Short-term disability and private health insurance claims display seasonal patterns inversely related to occupational injuries. <br><br>CONCLUSIONS: Part of the year-end decline in occupational injuries observed in the SOII is likely due to recordkeeping error. There is also some evidence of strategic seasonal substitution between various health-compensation alternatives.<p /> <p>Language: en</p>",
language="en",
issn="1076-2752",
doi="10.1097/JOM.0000000000002457",
url="http://dx.doi.org/10.1097/JOM.0000000000002457"
}