Moderation analysis reveals affective attitudes enhance cognitive attitude's impact on physical activity in adolescents, suggesting new intervention strategies.
Introduction This study tested whether affective attitude toward physical activity (PA) acts as a boundary condition for the cognitive attitude–behavior link in adolescents. Methods Participants were 1,849 middle- and high-school students in Shanghai, China (51% male; Mage = 15.12). Affective and cognitive attitudes were assessed with semantic differential scales, and out-of-school PA behavior was assessed 5–7 days later. Results Confirmatory factor analysis supported distinct affective and cognitive attitude factors. Moderation analyses indicated a significant Cognitive × Affective interaction ( β = .48, p < .01). Johnson–Neyman probing indicated that the cognitive attitude–PA association strengthened as affective attitude increased; in this sample, the conditional effect became statistically distinguishable from zero ( α = .05) when affective attitude was in the mid-to- high range (approximately > 4.16 on the 7-point scale) and increased progressively at higher affective levels. Discussion These findings extend attitude—behavior models by indicating that affective evaluations condition the strength of the cognitive attitude—behavior association and generate a testable hypothesis for future intervention research—namely, that enhancing positive affective evaluations/enjoyment may increase the effectiveness of cognitive benefit messaging—which should be evaluated in experimental designs.
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Guo et al. (2026) studied this question.
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