The Content Development Cycle MapWine, M., Glore, C. & Hoffman, A. (2026). Beyond Item Hygiene: The Content and Cognition Traits in Depth [Paper presentation]. Annual Meeting of the Northeast Educational Research Association, Trumbull, CT.NarrativeWine, M. & Hoffman, A (2026). Mapping LSA's Content Development Maze: Six Phases and Over 150 Steps [Paper presentation]. Annual Meeting of the Northeast Educational Research Association, Trumbull, CT.PowerpointWine, M., Whitcomb, D., & Hoffman, A. (2026). Beyond the platitude: Recognizing the requirements for human-in-the-loop roles [Paper presentation]. Annual Meeting of the Northeast Educational Research Association, Trumbull, CT.