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Full title: Examining the Risk of Potentially Preventable Hospitalization in Adults with Congenital and Acquired Disabilities Adults with pediatric-onset (cerebral palsy/spina bifida (CP/SB)) or acquired disabilities (spinal cord injury (SCI) or multiple sclerosis (MS)) are more likely than those without disability to develop medical complications. Little is known about potentially preventable hospitalizations (PPH) among adults with disabilities. PPHs are preventable if a patient had timely access to care. The objective of this study was to examine potential risk and protective factors for PPH, comparing adults with aforementioned disabilities to people without. Our results indicate that adults with disabilities were at greater odds for PPH compared to people without disabilities. Use of preventative services such as annual wellness visit had substantial protective association against PPH. Attendees will learn: (1) how to work with administrative claims data and medical codes to identify appropriate case and control groups; (2) how to define covariates and outcome measures in claims data; (3) how to use various modeling techniques to test a hypothesis; (4) how to interpret the results and develop policy implications. The content of this webinar has been developed under a grant from the National Institute on Disability, Independent Living, and Rehabilitation Research (NIDILRR #90RTHF0001). NIDILRR is a Center within the Administration for Community Living (ACL), Department of Health and Human Services (HHS). The contents of this webinar do not necessarily represent the policy of NIDILRR, ACL, or HHS and you should not assume endorsement by the Federal Government. This content was originally broadcast as a webinar on July 8, 2021. ICPSR is the world's largest archive of digital social science data. We acquire, preserve, and distribute original social science research data. ICPSR is a partner in social science research.