The concept of response strength and the process of strengthening by reinforcement are controversial in terms of their explanatory power. We clarify potential theoretical misconceptions following from a strength-based account such as essentialist thinking and circular reasoning. These problems also arise in the practice of latent variable modeling in psychometrics.
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