{"title":"Advancing Health Equity through 'One World for Health': Insights from the Seventy-Eighth World Health Assembly.","authors":"Bawa Singh, Vijay Kumar Chattu","doi":"10.34172/hpp.45247","DOIUrl":"10.34172/hpp.45247","url":null,"abstract":"<p><p>This perspective aims to 1) examine the WHA78's contributions to health promotion, equity, and analyze their implications for reducing disparities, and 2) propose actionable strategies to navigate implementation challenges and emphasize global solidarity in the achievement of 'health for all'. The WHA78 has prioritized social determinants, community empowerment, equitable health access, and climate-resilient health systems. Strengthening health systems and addressing equity can be further complemented by the Pandemic Treaty's enforceable compliance mechanisms. Further, the WHA allocated 20% of pandemic-related products to the WHO to address the needs of low-income countries. Strengthening regional and international health cooperation through health diplomacy, promoting sustainable health systems, sharing digital infrastructure, and fostering local/regional pharmaceutical manufacturing are vital to turning WHA78's commitments into equitable outcomes.</p>","PeriodicalId":46588,"journal":{"name":"Health Promotion Perspectives","volume":"16 1","pages":"22-26"},"PeriodicalIF":4.4,"publicationDate":"2026-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13402231/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148608566","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Lifestyle Subgroups and its Relationship with the Incidence of Hypertension in the Population of Azar Cohort: A Latent Class Analysis.","authors":"Sahar Naghizadeh, Elnaz Faramarzi, Parvin Sarbakhsh, Hossein Akbari, Asghar Mohammadpoorasl","doi":"10.34172/hpp.44320","DOIUrl":"10.34172/hpp.44320","url":null,"abstract":"<p><strong>Background: </strong>There is no study that simultaneously evaluates the relationship between lifestyle variables and the incidence of hypertension in the Iranian population. The aim of present study was to compare the incidence of hypertension across different lifestyle subgroups of the Azar cohort population identified via Latent Class Analysis.</p><p><strong>Methods: </strong>We used the data of 15,006 eligible participants across five follow-up periods. Seven observed variables were used to assess lifestyle behaviors as a latent variable. These indicators were smoking, substance abuse, alcohol consumption, secondhand smoke exposure, sleep quality, physical activity, and obesity. The analysis was performed in SAS 9.2 software.</p><p><strong>Results: </strong>Three-class and seven-class models were appropriate for females and males based on the indices for model selection and the interpretability of the model results, respectively. In females, 25.7%, 9% and 65.3% were at \"low risk\", \"high risk\" and \"secondhand smoke exposure and poor sleep quality\", respectively. In males, 13.3% and 3.6% were in the \"smoker\" and \"high-risk\" classes, respectively. In females and males (up to class 4), after adjusting for age and socioeconomic status, the prevalence and incidence of hypertension increased with the advancement of classes.</p><p><strong>Conclusion: </strong>Considering the characteristics of the identified classes and the occurrence of hypertension in each class, the main focus of lifestyle interventions can be placed on the most high-risk groups. Our findings suggest that poor physical activity, poor sleep quality, and obesity should be addressed as the main targets of lifestyle intervention strategies for preventing and controlling hypertension.</p>","PeriodicalId":46588,"journal":{"name":"Health Promotion Perspectives","volume":"16 1","pages":"85-94"},"PeriodicalIF":4.4,"publicationDate":"2026-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13402422/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148608602","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Mobile Application for Fall Prevention Among Older Adults in Rural Thailand: A Research and Development Approach.","authors":"Chaiyakrit Yokphonchanachai, Yanitha Paengprakhon, Jaruporn Duangsri, Wilawun Chada, Monthicha Raksilp, Nopparat Songserm","doi":"10.34172/hpp.44907","DOIUrl":"10.34172/hpp.44907","url":null,"abstract":"<p><strong>Introduction: </strong>Falls are a significant cause of injury and reduced quality of life among older adults in Thailand, particularly in rural areas with limited access to preventive care. While several fall prevention programs exist, few are tailored to the caregiver's role in supporting older adults at home, particularly caregivers in rural settings. This study aimed to develop and evaluate a mobile application for fall prevention among older adults in rural Thailand using a research and development (R&D) approach.</p><p><strong>Methods: </strong>The five-step R&D process (April 2022-December 2023) included a needs assessment, followed by co-design workshops with caregivers, prototype development and small-group testing, pilot testing for usability and satisfaction, and implementation and evaluation. Through this structured, caregiver-centered process, the application KANLOM was developed. A one-group pretest-posttest study was conducted with thirty caregivers. Outcomes (knowledge, attitudes, and behaviors) were analyzed using descriptive statistics and paired t-tests.</p><p><strong>Results: </strong>After using the KANLOM application, caregivers demonstrated statistically significant improvements in knowledge (mean difference=1.07, 95% CI: 0.12-2.00, <i>P</i>=0.028), attitudes (mean difference=0.13, 95% CI: 0.07-0.23, <i>P</i><0.001), and fall prevention behaviors (mean difference=0.16, 95% CI: 0.08-0.24, <i>P</i><0.001). Overall satisfaction with the development and use of the application was high (mean=2.80 out of 3.00), especially in content usefulness, visual appeal, and practical applicability.</p><p><strong>Conclusion: </strong>The KANLOM mobile application improved caregivers' ability to assess and prevent fall risks. Its participatory, offline design supports use in low-resource settings, empowers caregivers to take an active role in fall prevention, promotes community participation and health equity, and provides important implications for future research and policy.</p>","PeriodicalId":46588,"journal":{"name":"Health Promotion Perspectives","volume":"16 1","pages":"111-120"},"PeriodicalIF":4.4,"publicationDate":"2026-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13402666/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148608580","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Bridging Policy and Practice: Applicability of Brazil's Healthy Lifestyle Promotion Model in the Philippine Context.","authors":"Mary Sandie Jaymie Mahusay Tan","doi":"10.34172/hpp.45279","DOIUrl":"10.34172/hpp.45279","url":null,"abstract":"","PeriodicalId":46588,"journal":{"name":"Health Promotion Perspectives","volume":"16 1","pages":"3-4"},"PeriodicalIF":4.4,"publicationDate":"2026-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13402228/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148608593","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Aziz Homayouni-Rad, Jalil Houshyar, Hossein Alikhah, Saba Kamalledin Moghadam, Zohreh Osouli, Ali Asgharzadeh, Vahideh Sarabi-Aghdam, Alireza Asghari
{"title":"Psychobiotic Effects of Postbiotics in Depression, Psychosis and Mania.","authors":"Aziz Homayouni-Rad, Jalil Houshyar, Hossein Alikhah, Saba Kamalledin Moghadam, Zohreh Osouli, Ali Asgharzadeh, Vahideh Sarabi-Aghdam, Alireza Asghari","doi":"10.34172/hpp.44340","DOIUrl":"10.34172/hpp.44340","url":null,"abstract":"<p><strong>Background: </strong>The gut microbiota significantly influences mental health through the gut-brain axis, modulating mood, cognition, and emotional regulation. While probiotics and prebiotics have been widely studied for their psychobiotic effects, postbiotics-metabolic byproducts of probiotics-represent an underexplored area with potential therapeutic applications. Understanding the role of postbiotics in mental health disorders, such as depression, psychosis, and mania, could lead to novel treatment strategies. This review examines the psychobiotic potential of postbiotics and their mechanisms of action.</p><p><strong>Methods: </strong>A systematic literature review was conducted to evaluate the effects of postbiotics on mental health conditions. We searched PubMed, Medline, EMBASE, and the Cochrane Library for English-language articles published between January 1, 2015, and January 1, 2025, using keywords such as \"postbiotic,\" \"paraprobiotic,\" \"depression,\" \"anxiety,\" and \"psychosis.\" A manual search supplemented the electronic search to ensure comprehensive coverage. Studies focusing on postbiotic effects on mood regulation, neuroinflammation, and neurotransmitter modulation were included.</p><p><strong>Results: </strong>Postbiotics demonstrate promising psychobiotic effects in depression, psychosis, and mania. They modulate neurotransmitter levels, including serotonin and gamma-aminobutyric acid (GABA), and reduce neuroinflammation, contributing to improved mood and cognitive function. Additionally, postbiotics influence the hypothalamic-pituitary-adrenal (HPA) axis, enhancing stress response and emotional regulation. These findings suggest that postbiotics may serve as effective therapeutic agents for mental health disorders.</p><p><strong>Conclusion: </strong>Postbiotics offer significant potential as novel interventions for mental health conditions, with mechanisms involving neurotransmitter modulation and neuroinflammation reduction. Further empirical research is needed to elucidate their clinical applications and optimize therapeutic protocols. This review highlights the importance of postbiotics in advancing innovative strategies to improve mental health outcomes and well-being.</p>","PeriodicalId":46588,"journal":{"name":"Health Promotion Perspectives","volume":"16 1","pages":"27-47"},"PeriodicalIF":4.4,"publicationDate":"2026-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13408624/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148621871","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mina Hashemiparast, Sousan Mohammad Nejad, Khadijeh Hajimiri
{"title":"Evaluating maternal self -efficacy in managing child obesity-related behaviors: A cross-sectional study.","authors":"Mina Hashemiparast, Sousan Mohammad Nejad, Khadijeh Hajimiri","doi":"10.34172/hpp.025.44757","DOIUrl":"10.34172/hpp.025.44757","url":null,"abstract":"<p><strong>Background: </strong>Maternal self-efficacy is a key determinant in managing behaviors linked to childhood obesity. This study investigated maternal self-efficacy in addressing childhood obesity-related behaviors in Zanjan, Iran.</p><p><strong>Methods: </strong>This cross-sectional study, conducted in 2023, investigated maternal self-efficacy among 458 mothers of children aged 6-12 years. Participants were selected via cluster sampling from five comprehensive health centers across the city. Data were collected using the validated Persian version of the Children's Lifestyle Behavior Checklist, which assesses parental perceptions of obesity-related behaviors and self-efficacy in addressing them. Independent t-tests and multiple linear regression analyses were conducted using SPSS (version 23), with statistical significance set at <i>P</i><0.05.</p><p><strong>Results: </strong>Most mothers (96.9%, 95% CI: 94.8% to 98.2%) reported difficulties in managing obesity-related behaviors, with 36.9% (95% CI: 32.4% to 41.6%) showing low self-efficacy, particularly for sedentary lifestyles. Significant differences in problem perception (<i>P</i><0.001, 95% CI: -64.83 to -30.54) and self-efficacy (<i>P</i><0.001, 95% CI: 14.51 to 27.66) were observed between mothers of normal-weight versus overweight/obese children. Regression analysis indicated that maternal education (β=0.202, 95% CI: 6.910 to 20.388, <i>P</i>=0.0001) and child BMI (β=-0.303, 95% CI: -3.343 to -1.812, <i>P</i>=0.0001) were key predictors of self-efficacy.</p><p><strong>Conclusion: </strong>Sedentary lifestyles were a major concern among mothers. They reported low confidence in managing obesity-related behaviors, underscoring the need for targeted interventions. Specifically, evidence-based educational programs are essential to enhance mothers' capacity to regulate children's screen time and promote healthy lifestyle behaviors.</p>","PeriodicalId":46588,"journal":{"name":"Health Promotion Perspectives","volume":"15 4","pages":"350-359"},"PeriodicalIF":4.4,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13156254/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147869845","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ali Akbar Keikha Moghaddam, Iman Dianat, Mohammad Asghari Jafarabadi
{"title":"Proposed layout of an online store website based on the mental model of Iranian Users.","authors":"Ali Akbar Keikha Moghaddam, Iman Dianat, Mohammad Asghari Jafarabadi","doi":"10.34172/hpp.025.44259","DOIUrl":"https://doi.org/10.34172/hpp.025.44259","url":null,"abstract":"<p><strong>Background: </strong>Users' interaction with the websites shapes their mental model in relation to the website layouts. Consequently, designing websites based on the users' mental models can lead to better performance and greater user satisfaction. This study aimed to determine the mental model of a sample of Iranian users regarding the object layout of an online store website.</p><p><strong>Methods: </strong>A total number of 171 participants took part in this study. They were asked to arrange the objects of an online store website including horizontal and vertical menus, search, logo, home, shopping cart, sign-up/login, contact us/about us/help on a Word document page based on their preferences and expectations. Data were analyzed based on the users' mental models and their demographic details.</p><p><strong>Results: </strong>Participants located the website objects as follow: simultaneous use of horizontal and right vertical menus (36.3%), search box in the upper-middle area (48%), logo in the upper-middle area (38.6%), home object in the upper-right area (36.3%), shopping cart location in the upper-left area (38%), sign-up/log in in the upper-right area (41.5%), and contact us/about us/help in the upper-right area (28.8%). No significant difference was found between the positions of objects and gender or internet experience, except for the dominant hand with vertical menu and home position.</p><p><strong>Conclusion: </strong>Difference between the findings of this study and those reported in other countries may suggests that the written language can influence the position of certain website objects. It is, therefore, may not be feasible to utilize the results of studies from other countries in the design of domestic websites.</p>","PeriodicalId":46588,"journal":{"name":"Health Promotion Perspectives","volume":"15 4","pages":"343-349"},"PeriodicalIF":2.8,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13156283/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147869999","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Amir Ghaffarzad, Sepideh Harzand-Jadidi, Nooshin Milanchian, Maryam Mansouri, Amin Talebpour, Ali Mostafaei, Soroush Sharifimoghadam, Hanieh Salehi-Pourmehr, Kavous Shahsavarinia, Sakineh Hajebrahimi
{"title":"Beyond the genome: Public awareness of personalized medicine.","authors":"Amir Ghaffarzad, Sepideh Harzand-Jadidi, Nooshin Milanchian, Maryam Mansouri, Amin Talebpour, Ali Mostafaei, Soroush Sharifimoghadam, Hanieh Salehi-Pourmehr, Kavous Shahsavarinia, Sakineh Hajebrahimi","doi":"10.34172/hpp.025.43781","DOIUrl":"10.34172/hpp.025.43781","url":null,"abstract":"<p><strong>Background: </strong>Personalized medicine (PM) is becoming increasingly feasible due to advancements in DNA sequencing technology. Our study aims to evaluate the general population's understanding and attitudes toward PM in Tabriz city.</p><p><strong>Methods: </strong>In this cross-sectional study, data were collected through a self-administered questionnaire from various participants, including health centers, outpatient cases, and community populations. The research involved forming a panel of specialists, conducting a literature review, developing initial survey questions, seeking expert feedback, revising and refining questions, implementing a pilot study, and finalizing the survey instrument.</p><p><strong>Results: </strong>The mean (SD) age of 313 participants was 39.63 (14.41) years, with 36.7% being male. About 65% of participants were married, 55.3% were employed, and 79.6% residing in the urban areas. Most participants reported good physical (64.2%) and mental health (58.1%) status. Half of the participants evaluated the different dimensions of their lifestyle as moderate. The majority of respondents had not heard about PM (67.4%; 95% CI: 62.0%-72.4%), and most believed that PM is a promising healthcare approach (61%; 95% CI: 55.5%-66.2%), or can be an essential tool for preventing, diagnosing, and treating various diseases (60.1%; 95% CI: 54.6%-65.3%). Attitudes towards PM were influenced by education level. Economic status influenced knowledge about PM (<i>P</i>=0.002). Similarly, attitude toward PM was influenced by economic status (<i>P</i><0.05).</p><p><strong>Conclusion: </strong>The study revealed that education and economic status significantly influence individuals' awareness and attitudes towards PM. Education and income levels should be considered while planning for educational programs about PM. Our findings can inform the development of effective strategies for promoting PM in healthcare settings.</p>","PeriodicalId":46588,"journal":{"name":"Health Promotion Perspectives","volume":"15 4","pages":"384-393"},"PeriodicalIF":4.4,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13156256/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147869937","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Provision of comfort care amidst quicksand: A scoping review of the common elements in neonatal end-of-life care.","authors":"Aysha Jawed, Michelle Mowry, Catherine Ehrhardt","doi":"10.34172/hpp.025.43062","DOIUrl":"10.34172/hpp.025.43062","url":null,"abstract":"<p><strong>Background: </strong>Neonatal end-of-life (EOL) care remains a complex challenge in modern healthcare. Increasing numbers of infants with life-limiting illnesses are dying at home or in hospitals, with or without hospice involvement. Despite numerous reviews, commentaries, case reports, and original studies addressing neonatal EOL care, there are currently no standardized guidelines. This gap complicates the quality and delivery of care during this fragile phase.</p><p><strong>Methods: </strong>We conducted a comprehensive review of published literature on neonatal EOL care, including systematic reviews, observational studies, and expert recommendations. Common elements were identified across these sources to inform future research directions. Our analysis focused on recurring themes related to symptom management, family-centered care, ethical considerations, and interdisciplinary collaboration.</p><p><strong>Results: </strong>The literature consistently highlights key components of neonatal EOL care: effective pain and symptom control, clear communication with families, psychosocial support, and involvement of multidisciplinary teams. However, significant variability exists in implementation across settings. Few studies provide longitudinal or prospective data, and most recommendations lack empirical validation, underscoring the need for standardized approaches.</p><p><strong>Conclusion: </strong>Current evidence suggests that harmonizing neonatal EOL practices could improve care quality and reduce fragmentation in EOL care coordination. We propose feasibility studies and prospective research to evaluate these common elements for integration into evidence-based guidelines. Such efforts align with the World Health Organization's (WHO's) mission to enhance EOL care globally, ensuring dignity and comfort for neonates and their families.</p>","PeriodicalId":46588,"journal":{"name":"Health Promotion Perspectives","volume":"15 4","pages":"315-324"},"PeriodicalIF":4.4,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13156287/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147869980","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Farhad Sattar Mohammed, Kaveh Bahmanpour, Sina Valiee, Adel Fatemi
{"title":"Clinical decision-making frameworks for pandemic preparedness and response: A scoping review.","authors":"Farhad Sattar Mohammed, Kaveh Bahmanpour, Sina Valiee, Adel Fatemi","doi":"10.34172/hpp.025.44995","DOIUrl":"10.34172/hpp.025.44995","url":null,"abstract":"<p><strong>Background: </strong>Pandemic management demands a multifaceted strategy that integrates disease transmission control, resource allocation, and effective public health interventions. This study explores how combining clinical decision-making frameworks (CDMFs) can improve decision-making and adaptive strategies during public health emergencies. The goal is to provide a synergistic approach that enhances the speed, effectiveness, and equity of pandemic responses.</p><p><strong>Methods: </strong>We conducted a review of literature published up to January 2025 to evaluate the contributions and limitations of these frameworks in pandemic preparedness and response. The review emphasizes how each framework supports adaptability, risk identification, and strategic planning, while also addressing challenges related to equity and data quality.</p><p><strong>Results: </strong>The SOAR framework fosters adaptability and creativity, while risk assessment provides a systematic method for threat identification and mitigation. Artificial intelligence (AI)-driven decision support system (DSS) leverage machine learning and predictive analytics to provide immediate insights and improve strategic planning, although issues of data quality and equity must be addressed. The DECIDE framework ensures comprehensive decision-making, balancing strategic planning with the urgency of a crisis. The review highlights the potential of AI to improve decision-making efficiency, while underscoring the need for careful oversight to maintain transparency and prevent the perpetuation of health inequalities.</p><p><strong>Conclusion: </strong>Integrating AI into CDMFs offers significant opportunities to improve future pandemic responses. Evolving these frameworks and incorporating AI-DSS, while carefully addressing ethical considerations and data quality, will lead to more scientifically sound, practical, and equitable solutions to global health problems, enhancing overall pandemic preparedness and resilience.</p>","PeriodicalId":46588,"journal":{"name":"Health Promotion Perspectives","volume":"15 4","pages":"333-342"},"PeriodicalIF":4.4,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13156281/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147869873","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}