“…Nurses who work in rural hospitals also differ from their urban counterparts in work patterns and commuting behavior (Skillman, Palazzo, Keepnews, & Hart, 2006), both of which have been linked to nurse safety outcomes (Sveinsdóttir, 2006;Trinkoff, Le, Geiger-Brown, Lipscomb, & Lang, in press). Managed care (i.e., HMO) penetration was included because it has provided the impetus for numerous nursing unit re-design efforts like the introduction of professional practice models and changes in nursing skill mix that affect utilization of nursing personnel, staffing adequacy (Hoover, 1998;Mark, Harless, McCue, & Xu, 2004;Mark, Salyer, & Wan, 2003) and, ultimately, safety. Finally, because there is substantial regional variation among hospitals in illness treatment, volume and complexity of procedures performed, and resource consumption (Wennberg & Gittlesohn, 1973;Wennberg, Freeman, & Culp, 1987), we included geographic region as a variable.…”