Supplementary Material for: Emergence of Mild Cognitive Impairment in Late Middle-Aged Adults in the Wisconsin Registry for Alzheimer's Prevention R.L.Koscik La Rue A. E.M.Jonaitis O.C.Okonkwo S.C.Johnson B.B.Bendlin B.P.Hermann M.A.Sager 2014 <b><i>Aim:</i></b> It is difficult to reliably detect the earliest signs of Alzheimer's disease (AD)-associated cognitive impairment. Our aim was to compare 3 psychometric methods of identifying amnestic mild cognitive impairment (aMCI) in a middle-aged longitudinal cohort enriched for AD risk. <b><i>Methods:</i></b> Wisconsin Registry for Alzheimer's Prevention (WRAP) participants with 3 waves of cognitive assessment over approximately 6 years were coded as meeting each of 3 psychometric aMCI definitions: (a) ‘aMCI standard-baseline' used published norms to establish cutoffs for baseline performance; (b) ‘aMCI robust-baseline' applied WRAP-specific robust norms to baseline, and (c) ‘aMCI robust-multiwave' applied these robust norms across 3 waves of assessment. Each group was compared to a cognitively healthy subset. <b><i>Results:</i></b> Half the aMCI standard-baseline and one third of the aMCI robust-baseline group reverted to normal ranges at follow-up. Only the aMCI robust-multiwave method had an aMCI × age interaction showing significantly worse age-related memory declines in the aMCI group compared to the cognitively healthy group over 6 years of follow-up. <b><i>Conclusion:</i></b> Both cross-sectional methods showed instability over time, with many reverting to normal performance after baseline. The multiwave approach identified a group who showed progressive memory declines over 3 visits. Being able to detect progressive decline in late middle age is a critical step in improving prevention efforts.