Abstract
We report the development of a self-assessed consumer recovery outcome measure by way of a consumer led and focused iterative process, informed by exploratory and confirmatory factor analysis. The process began with a deliberately over-inclusive preliminary measure of 127 items, based on 12 presumptive domains derived from the recovery literature and consumer consultation, being piloted with over 500 mental health consumers. The full 504 participant data set was randomly split into two discrete sets of 300 and 204 to provide one for the initial exploratory factor analysis and another (of independence) for the subsequent confirmatory factor analysis and reliability estimation. Analyses identified and confirmed (using the separate data sets) a robust factor structure, with 11 distinct and relatively independent factors (relationships; day-to-day life; culture; physical health; quality of life; mental health; recovery; hope and empowerment; spirituality; resources; and satisfaction with services) underlying one substantial principal construct (that we refer to as consumer recovery). The measure was refined to 65 items, between three and ten items for each of the 11 domains, the reliabilities for which are uniformly high.