The impact of collaboration on the community resilience program for residents of Lumajang Regency varies. For the variable “Strengthening local knowledge”, collaboration is preferable since it allows different communities to cooperate in gathering local information from different perspectives. According to our research, if local knowledge is not strengthened through collaboration, it will actually have the reverse effect—that is, it will not have an impact on catastrophe risk reduction. This is due to the community’s still limited and underutilized participation in government programs for monitoring and communicating the catastrophe response. Different findings were made for the community network and relationship variables, where the influence of relationships within the community network on disaster risk reduction is still non-significant, whether directly or indirectly through cooperative mediation. Because LR is preparing for disaster risk management, community relations or engagement with the authorities regarding the necessity of disaster risk management have not yet been involved. The location, interaction, traits, and interests should all be taken into consideration when forming the community. In fact, LR residents have not yet put this into practice. The findings are similarly important when considering how different variables, either directly or through the collaboration variable, influence leadership, governance, and health. Therefore, disaster risk reduction may be impacted directly or indirectly by the presence of emergency response health services, the creation of disaster-resilient villages, and the creation of a profile of disaster-prone locations. But according to the data above, collaboration can actually have a bigger impact on disaster risk reduction.
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