André Aquilina, Emmanouil Papagiannakis
Deep Learning Diagnostic Classification of Cervical Images to Augment Colposcopic Impression
Journal of lower genital tract disease
study aimed develop short version chinese resident health literacy scale focused older adults china assess reliability validity short version data crosssectional communitybased older adults health survey conducted 2020 total 5829 older adults randomly divided two parts using simplification assessment scale respectively item response theory irt differential item functioning dif used item analysis scale simplification cronbachs alpha mcdonalds omega used assess reliability three factors confirmatory factor analysis cfa used assess validity compared original version moreover multigroup confirmatory factor analysis mcfa used test model invariance short version across groups gender age groups level education cognitive status simplified version consisted 27 items taken 50 original items 11 items dimension knowledge attitudes 9 items dimension behavior lifestyle 7 items dimension healthrelated skills overall cronbachs alpha mcdonalds omega 087 95ci 086088 goodnessoffits cfa simplified version still acceptable cfi tli gfi rmsea even improved cfi tli gfi compared original version also model stable invariant mcfa across gender cognitive status educational level groups study formed simplified instrument measuring health literacy focused older adults china short version might suitable priority recommendation extended tracking dynamic changes levels health literacy whole life cycle public health settings research might identify cutoff values distinguish older adults different levels health literacy