We used multistate models to estimate the risk of increasing or decreasing levels of frailty, using English
Longitudinal Study of Ageing (ELSA) data. Covariates included age, gender,
wealth, area deprivation, education, and marital status. Care status was assessed through received care and self-reported unmet care needs, while frailty status was determined using a frailty index.