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There are several methodological challenges to AL research, including the high variability among AL settings and across states, the lack of common data elements, and difficulty accessing representative samples. With the popularity of AL as an option, it will be important to continue to examine how this environment can evolve to meet the changing needs of the resident population, while balancing the elements of autonomy and affordability. [Research in Gerontological Nursing, 14(1), 5-12.]. Tobacco use is the leading preventable cause o