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Background and Objectives: A better understanding of factors associated with assisted living admission and discharge practices can help identify communities that are more likely to allow residents to age in place. This study examined how state regulations and assisted living organizational characteristics related to community admission and discharge practices for bathing, getting out of bed, and feeding., Research Design and Methods: Using data from a representative sample of 250 assisted living communities in seven states and a database of assisted living state regulations, we employed multilevel logistic regression models to examine regulatory and organizational correlates of assisted living community admission and discharge practices for 3 activities of daily living (bathing, getting out of bed, and feeding)., Results: States' regulations were not associated with assisted living community admission and discharge practices. However, assisted living communities above the median in the number of personal care staff members per resident were 17% (95% confidence interval [CI]: 6.5%, 27.1%) more likely to admit residents who needed assistance with feeding and 25.4% (95% CI: -37.7, -13.2) less likely to discharge these residents. For-profit communities were more likely to admit residents with bathing and feeding limitations., Discussion and Implications: Organizational characteristics (e.g., for-profit affiliation, staffing levels) may, in part, drive admission and discharge practices, especially related to different care needs. The ability to house residents with advanced care needs may be influenced more by the organizational resources available to care for these residents than by states' admission and discharge regulations., (© The Author(s) 2024. Published by Oxford University Press on behalf of The Gerontological Society of America. All rights reserved. For commercial re-use, please contact reprints@oup.com for reprints and translation rights for reprints. All other permissions can be obtained through our RightsLink service via the Permissions link on the article page on our site—for further information please contact journals.permissions@oup.com.)

Objective: Present an updated approach to identifying Medicare beneficiaries residing in licensed assisted living (AL) settings in the United States., Design: Retrospective cohort study using a national list of licensed AL settings, US Postal Service (USPS) data, and enrollment, claims, and assessment data from the Centers for Medicare and Medicaid Services., Setting and Participants: A total of 403,326 beneficiaries residing in 29,905 licensed AL settings., Methods: We identified every ZIP+4 code affiliated with each AL address. We then identified all of the Medicare beneficiaries with that ZIP+4 on January 1, 2019, and excluded beneficiaries in nursing homes and hospitals on that date. We identified beneficiaries who were "definitively" and "very likely AL residents" according to the number of addresses corresponding to the ZIP+4 in the USPS data, the capacity of the AL setting, and the presence of a claim or assessment indicating services were delivered in AL. We compared beneficiaries excluded during our new capacity restriction step (ie, "possibly neighbors") to those included as being "definitively" and "very likely AL residents" using standardized mean differences., Results: The cohort excluded (ie, "possibly neighbors") using our new step in the identification process appears to be younger and healthier than the cohorts we include as being "definitively" and "very likely AL residents." In addition, the cohort we identified through our added step of supplementing with claims and assessment data have similar demographics to the other cohorts we include, although they appear to be in poorer health., Conclusions and Implications: Leveraging licensed capacity information and supplementing with claims and assessment data produce greater confidence in the ability to accurately identify AL residents using ZIP+4 codes reported in Medicare administrative data., (Copyright © 2023 AMDA – The Society for Post-Acute and Long-Term Care Medicine. Published by Elsevier Inc. All rights reserved.)