Rumors, conspiracies, and health-related misinformation have gone hand-in-hand with the global COVID-19 pandemic and made accessing reliable and accurate information difficult. Against this background, the present study examined the different psychosocial predictors of believing in conspiratorial information related to general health in India. Indian participants (N = 826) responded to measures related to conspiratorial thinking, trust, moral emotions, political ideology, bullshit receptivity, and belief in conspiratorial information in an online survey. Exploratory and confirmatory factor analyses were used to determine the validity of the instruments used with an Indian sample. Results revealed that lower socioeconomic status, lower trust in political institutions, greater negative moral emotions, greater conspiratorial thinking, and right-leaning political ideology predicted beliefs in health-related conspiratorial information. In highlighting these potential psychosocial determinants of conspiratorial beliefs, we can move towards combating conspiracies effectively and develop necessary interventions for the same. Future work can focus on those areas and assess the moderating effects of political ideology on conspiratorial beliefs.