Back

Preliminary Rasch analysis of the Multidimensional Assessment of Interoceptive Awareness in adults with stroke

Blackwood, J.; Carpentier, S.; Deng, W.; Van de Winckel, A.

2022-04-19 rehabilitation medicine and physical therapy
10.1101/2022.03.09.22272162 medRxiv
Show abstract

PurposeThe Multidimensional Assessment of Interoceptive Awareness (MAIA) measures interoceptive body awareness, which includes aspects such as attention regulation, self-regulation, and body listening. Our purpose was to validate the MAIA in adults with stroke using Rasch Measurement Theory. MethodsThe original MAIA has 32 items grouped into 8 separately scored subscales that measure aspects of body awareness. Using Rasch Measurement Theory we evaluated the unidimensionality of the entire scale and investigated person and item fit, person separation reliability, targeting, local item dependence, and principal components analysis of residuals. ResultsForty-one adults with chronic stroke (average 3.8 years post-stroke, 13 women, average age 57{+/-}13 years) participated in the study. Overall fit ({chi}2=62.26, p=0.26) and item fit were obtained after deleting 3 items and rescoring 26 items. One participant did not fit the model (2.44%). There were no floor (0.00%) or ceiling effects (0.00%). Local item dependence was found in 42 pairs. The person separation reliability was 0.91, and the person mean location was 0.06{+/-}1.12 logits. ConclusionsThe MAIA demonstrated good targeting and reliability, as well as good item and person fit in adults with chronic stroke. A study with a larger sample size is needed to validate our findings.

Matching journals

The top 1 journal accounts for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.