The author proposes a conceptual model to explain the diverse roles of social capital—resources embedded in social networks—in the social production of health. Using a unique national U.S. sample, the author estimated a path analysis model to examine the direct and indirect effects of social capital on psychological distress and its intervening effects on the relationships between other structural antecedents and psychological distress. The results show that social capital is inversely associated with psychological distress, and part of that effect is indirect through subjective social status. Social capital also acts as an intervening mechanism to link seven social factors (age, gender, race-ethnicity, education, occupational prestige, annual family income, and voluntary participation) with psychological distress. This study develops the theory of social capital as network resources and demonstrates the complex functions of social capital as a distinct social determinant of health.