Collaboration among stakeholders, including public health agencies, research institutions, and technology providers, can enhance data integration efforts. Collaborative initiatives can lead to the development of shared standards, pooled resources, and coordinated efforts, ultimately improving the quality and comprehensiveness of integrated data.