The COVID-19 pandemic has tested people's coping and resilience. This article reviews research and scholarly work aiming to shed more light on personality-based factors that account for adjustment to the pandemic situation. Most studies relied on a cross-sectional design and were conducted using personality dimensions based on the Big Five personality model. Findings suggest that high levels of neuroticism constitute a risk for pandemic-induced distress and poor overall coping. People with prominent extraversion, conscientiousness or agreeableness have generally demonstrated a good adjustment to the pandemic, including compliance with containment and mitigation measures imposed by the authorities to limit the spread of COVID-19. A few studies of individuals with borderline personality disorder identified social isolation as the most destabilising factor for them. Poor compliance with containment and mitigation measures has been strongly associated with various antisocial personality traits. Personality-based factors account for some individual differences in coping with both COVID-19-related threat and distress and requirements to comply with containment and mitigation measures. Better understanding of these factors could contribute to a more effective adjustment to the challenges of future public health crises.