Complex contexts and dynamic drivers: Understanding four decades of forest loss and recovery in an East African protected area

► Wealth, not poverty, drove deforestation where forest boundaries were insecure. ► Good coffee prices did not always lead to forest encroachment. ► Collaborative management was associated with better forest recovery. ► Forest loss and recovery depend on policy, markets, local and national governance. ► Contexts rather than drivers determine the opportunities for forest conservation.