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Towards Greater Transparency In Neurodevelopmental Disorders Research: Use Of A Proposed Workflow And Propensity Scores To Facilitate Selection Of Matched Groups, Janet Y. Bang, Megha Sharda, Aparna S. Nadig

Faculty Research, Scholarly, and Creative Activity

Background
Matching is one commonly utilized method in quasi-experimental designs involving individuals with neurodevelopmental disorders (NDD). This method ensures two or more groups (e.g., individuals with an NDD versus neurotypical individuals) are balanced on pre-existing covariates (e.g., IQ), enabling researchers to interpret performance on outcome measures as being attributed to group membership. While much attention has been paid to the statistical criteria of how to assess whether groups are well-matched, relatively little attention has been given to a crucial prior step: the selection of the individuals that are included in matched groups. The selection of individuals is often an undocumented …