The present study examines the mediating role of affective and cognitive trust, and the moderating role of continuous commitment on participative leadership and organizational citizenship behavior (OCB) relationships. Four hundred employees were recruited from the hotel industry in Pakistan. The bootstrapping method was used for an estimation of the mediation effect by the process macro. This study employs confirmatory factor analysis and structural equation modeling. Results revealed that affective trust significantly mediates the relationship between participative leadership and OCB. Moreover, continuous commitment significantly plays a moderating role in the relationship between participative leadership and OCB. This study provides unique insight into the OCB in the hotel industry. Affective and cognitive trust as a mediator and moderator of continuance commitment are examined, which is the novel characteristic of this study. Managerial implications, limitations, and future directions are discussed.