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This study examines the structure of a rubric to measure problem-solving process skills based on a problem-solving process scaffolding framework entitled DEEPER – Define, Explore, Explain, Present, Evaluate, and Reflect. In this study, 205 high school students were rated by their teachers on the DEEPER rubric after engaging in a week-long problem-solving activity. A confirmatory factor analysis based on a six-factor model demonstrated that the six-factor model is a reasonable fit and is a significant improvement in fit over a one-factor model.