ArticleInnovations in pharmacy2024
Socio Ecological Model (SEM) and Diffusion of Innovation (DOI) Integrated Framework: A Proposal for Integration to Improve Intervention in the Digital Age of Medicine.
Article in Innovations in pharmacy, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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Who cites it
4 citing papers in PubMed.
- Public healthcare system preparedness and community perceptions on comprehensive preconception care service delivery in Maharashtra, India.The Indian journal of medical research · 2026Article
- Reframing preventive health communication: from individual compliance to collective action.Frontiers in public health · 2026Article
- Beyond clinical skills: reconceptualizing public health literacy as a core competency in nursing education-a perspective.Frontiers in public health · 2026Article
- Exploring gender factors affecting women's involvement in public health capacity development programmes in Nigeria.BMC public health · 2025Article
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Health promotion intervention theory must adapt as evidence grows to support the complexities of social and behavioral health fields. Following the COVID-19 pandemic, digital health continues to grow, requiring a re-evaluation of traditional models' applicability to these approaches. The authors propose adapting and integrating the Socio-Ecological Model (SEM) and Diffusion of Innovation (DOI) models for application with digital health to deliver interventions. We also describe the application of the SEM-DOI integration in conjunction with a demonstration project, a digital intervention to improve Metabolic Syndromes (MetS) health outcomes. Future health interventions may consider the proposed SEM-DOI model to account for individual and community-level factors during implementation and use as a guide for meaningful evaluation. Adaptations of theoretical models to current-state interventions and integration of multiple, established models are needed to sustain prevention efforts and efficacy over time.
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