Beyond Learned Helplessness: A Control-Response Fit Model of Agency, Persistence, and Adaptive Disengagement

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Abstract

Perceived control is associated with persistence, affective resilience, and mental health, but more perceived control and more persistence are not uniformly adaptive. Withdrawal can preserve a false expectation of helplessness when effective action is available, while repeated direct effort can waste resources or obscure collective and alternative routes when personal leverage is low. This theory-guided integrative review proposes the Control-Response Fit (CRF) model. CRF separates three questions that are often blended: whether inferred leverage is calibrated to effective leverage, whether a selected response fits feasible access, values, costs, risks, uncertainty, and alternatives, and whether the response improves a prespecified outcome for a specified beneficiary and time horizon. Fit is defined prospectively as low policy regret, not retrospectively as whatever produced a favorable outcome. The model represents leverage by agency mode, distinguishes who acts from what is regulated, treats personality as a source of probabilistic priors and switching thresholds, and allows action to reshape future affordances. Eight falsifiable propositions and a five-study program specify experimental, computational, longitudinal, cross-cultural, and intervention tests. CRF’s proposed contribution is a dynamic architecture joining causal inference, feasible capacity, response selection, structural constraint, and affordance construction. Resilience, on this view, is the capacity to locate leverage, act through a fitting route, and redirect effort without globalizing the loss of one path.