This poster presents the development and preliminary validation of a 4MAT-based diagnostic system for adult career transitions. The framework integrates pre-diagnostic profiling (transition typology and learning readiness) with stage-based performance indicators and process metrics. Pilot data (N=80–120) provide initial reliability and construct validity evidence. Attendees will gain a structured and replicable assessment approach for formative career counseling practice.
This constructivist grounded theory study examined how 11 supervisors navigate supervision with counselors holding multiple minoritized identities. Findings revealed a core category, Creating Conditions for Becoming, four universal processes, and three variations by social location. Attendees will learn supervisor practices that reduce supervisee burden and support professional development.
This photovoice study explores the intersectional experiences of East Asian American adolescents. By visually documenting lived experiences, participants amplify marginalized voices, revealing nuanced narratives about cultural identity, stereotypes, family dynamics, and stressors. The research findings deepen the understanding of youth's diverse identities and offer insights for promoting inclusive practices in educational and community settings.
This session applies a semantically grounded topic modeling approach, Latent Dirichlet Allocation (LDA), to Journal of Counseling & Development (JCD) abstracts (2016–2025) to uncover distinct thematic topics and research trends. Attendees will gain insights into shifting professional priorities and learn how computational text analysis maps the field's current state and gaps. This enables the strategic positioning of future investigations toward under-examined areas in counseling research.
This study examines aberrant response patterns on the Center for Epidemiologic Studies Depression Scale (CES-D) using the graded response model, a two-parameter logistic item response theory model. A Monte Carlo simulation and applied analysis were conducted with data from 1,563 respondents. Person-fit and response pattern indices were compared to detect constant and random aberrant responses and to support response validity in CES-D research.
University counseling centers serve diverse student populations, yet not all students benefit equally and premature dropout remains common. Using large-scale, multi-site data from the Center for Collegiate Mental Health (CCMH), this poster examines who benefits from counseling services and who is at risk for early dropout. Findings highlight how demographic, clinical, and engagement factors shape outcomes, with implications for equity-focused service delivery and stepped-care planning.
