Richard P. Bagozzi, A Field Investigation of Causal Relations among Cognitions, Affect, Intentions, and Behavior, Journal of Marketing Research, Vol. 19, No. 4, Special Issue on Causal Modeling (Nov., 1982), pp. 562-583
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Richard P. Bagozzi (1982) studied this question.