Diagnosing Spatial and Executive Skills in XR Vocational Training With Cognitive Diagnosis (Stage 1, 2:08 PM)

• In Event: e-Lightning Ed-Talk Session 4 - Stage 1

Abstract

Extended reality (XR) can embed assessment in authentic workplace training while recording rich process traces. We explore an XR-based assessment that teaches library shelving to adults with intellectual or developmental disabilities and diagnose three latent skills — spatial orientation, task planning, and executive control — using diagnosis models. Task outcomes and selected navigation-time indicators will feed the models; simulation shows recoverable skill profiles and sensitivity to a hypothesized skill hierarchy. The paper details measurement design and analysis steps to be executed after data collection. This approach illustrates how XR can yield psychometrically sound, fine-grained feedback for personalized vocational instruction.

Authors

• Sae Hyun Park, New York University

• Sangbeak Ye, Florida Atlantic University

• Ayse Torres, Florida Atlantic University