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We present findings from a multi-year study, where we merge teachers’ in-class observations (treated as random items), with item responses to pre- and post-tests (treated as fixed items). For content/interpretation this is based on a construct maps across the two modes. For analysis we use the mixed fixed/random-item IRT model.