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May 31, 2026The Journal of the Korean Institute of Information and Communication EngineeringOpen Access

Structural Stability Analysis of Resilience in LLM Personas for Virtual Client Simulation using Design of Experiments (DOE)

Mi‐Jeong Kim Sung-Uk Zhang

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Key Points

To verify the statistical stability of psychological structures in LLM personas used for virtual client simulations.
Applied Design of Experiments (DOE) to analyze 15 factors including 9 sub-factors and 6 moderating variables based on KQR-53.
Conducted 128 simulations to evaluate main psychological factors.
Significant main effects of key psychological factors were confirmed.
Structural stability of the psychological factors was established.

Implication

Analyzes psychological structure stability in virtual client simulations, suggesting applications in counseling education and UX/HCI fields.

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Cite This Study

Kim et al. (2026) studied this question.

synapsesocial.com/papers/6a23b91b71a5da9775e75160 https://doi.org/10.6109/jkiice.2026.30.5.775

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