Rt. Anderson et al., THE TIMING OF CHANGE - PATTERNS IN TRANSITIONS IN FUNCTIONAL STATUS AMONG ELDERLY PERSONS, The journals of gerontology. Series B, Psychological sciences and social sciences, 53(1), 1998, pp. 17-27
Data from the Longitudinal Study on Aging (LSOA) were analyzed to desc
ribe the heterogeneity of functional status transitions over 2-years (
single-state model), and to explore whether changes irt status ill the
previous two to four year period enhance the prediction of a subseque
nt transition (two-state model). Multivariate logistic regression with
a robust estimate of variance was used to analyze a 7-category nomina
l response of: functional status (4 levels), institutionalization, dea
th, and missing. Weighted percentages for functional status transition
s and stability (unchanged status) showed that unchanged or improved f
unctioning were at least as common as death or worsened functional sta
tus. Initial disability level, morbidities, and self-rated health were
the strongest predictors of disability status after 2-years. The two-
state model revealed that a previous transition (positive or negative)
increases the risk for a subsequent transition, independent of initia
l disability level. The predictive and explanatory quality of the two-
state model is substantially improved over single-state models, partic
ularly from its ability to identify subgroups of individuals with mark
ed functional status instability.