Climate change-induced extreme weather events such as drought have occurred with increasing frequency and intensity in Zimbabwe over the past 30 years bringing about pressure on communally owned water resources. Using the Zimbabwe Vulnerability Assessment Committee 2020 survey of rural households in Zimbabwe, this study assesses the impact of drought shock on the occurrence of water point violence. The impact of self-reported drought shock on the likelihood of occurrence of social conflict in the form of water point violence is subject to confounding due to selection bias. Using the doubly robust inverse probability weighted regression adjustment to account for confounding, we investigate gender dimensions of the impact of drought on inducing water point violence in rural Zimbabwe. The study offers three major findings. First, drought shock is associated with increased household propensity to experience water point violence. Second, the severity of the drought shock impact increases the probability of the household experiencing water point violence. Third, drought shock-induced water point violence is only statistically valid for households where the water-fetcher is a woman or girl. The results suggest that the impact of drought shocks on water point violence is gendered and disadvantages women and girls more than men and boys.