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Cardiovascular disease (CVD) remains a leading cause of global morbidity and mortality, with self-management playing a pivotal role in improving outcomes. Voice-assisted artificial intelligence (AI) technologies such as virtual assistants and voice-controlled applications have emerged as innovative tools for healthcare delivery. While the technologies show promise in areas like primary prevention and chronic disease management, their effectiveness in supporting self-management for patients with CVD remains underexplored. This study aims to evaluate the impact of voice-assisted AI technologies on CVD self-management, specifically focusing on cardiovascular-related mortality, health-related quality of life (HRQoL) and adherence to lifestyle modifications.
A systematic review and meta-analysis will be conducted following the Preferred Reporting Items for Systematic Review and Meta-Analysis Protocols. A comprehensive search will be performed across databases such as MEDLINE, Scopus, Embase and Cochrane Central Register of Controlled Trials (CENTRAL), from 2010 to 2025. The review will include randomised controlled trials (RCTs), non-RCTs and observational studies that evaluate voice-assisted AI interventions (eg, voice-controlled fitness apps, smart health assistants) aimed at CVD self-management. The primary outcome will be cardiovascular-related mortality. Secondary outcomes will include HRQoL, clinical outcomes (eg, high blood pressure), lipid profiles (eg, cholesterol and glucose levels) and lifestyle modifications (eg, dietary habits and levels of physical activity). Data management and analysis will be conducted using Comprehensive Meta-Analysis software V.2.0. The methodological quality of the included studies will be assessed using the Cochrane Risk of Bias tool for RCTs and the Newcastle-Ottawa Scale for observational studies. The meta-analysis will use random-effects models, with heterogeneity assessed using Q and I² statistics. Subgroup analyses and meta-regression will be conducted to explore potential sources of heterogeneity.
No formal ethical assessment is required, as this study involves analysis of publicly available secondary data. Findings will be disseminated through publications in peer-reviewed scientific journals, conference presentations and media coverage to inform healthcare providers, policymakers and patients.
CRD42024568702.
Children on the move in the ECOWAS subregion are part of historical mobility networks shaped by structural poverty, inadequate services, and inequalities. Using the Structural Violence Theory framework, the review examines how economic, social service, and governance policies interact to both create the demand for migration and increase the risks faced by children on the move. The review has three research objectives.
Systematic literature review guided by PRISMA.
There was an overwhelming response of relevant literature sources. Literature from 1966 to 2025 on child migration, trafficking, displacement, and protection by ECOWAS was collected. Among the 987 sources identified through a literature search of central academic databases and institutional repositories, 56 met the selection criteria. Qualitative analysis was employed to evaluate the robustness of the sources based on their methods.
Findings indicate rising levels of children on the move, driven by independent migration from rural areas to cities and cross-border migration along traditional migration routes. Factors such as economic hardship, limited access to quality education, conflict, gender-related labor market conditions, and family dynamics are interconnected and play crucial roles. Children on the move are increasingly vulnerable to exploitation, labor dangers, trafficking, and social exclusion. While international, regional, and national frameworks set standards legally, their implementation remains inefficient.
Children on the move within ECOWAS are seen as an inevitable result of structural factors rather than isolated incidents. One policy implication of this analysis is to include children on the move within the ECOWAS mobility framework. Additionally, social protection programs for children need to be expanded in countries with high emigration rates.
Nurses and allied frontline providers are well-positioned to identify mobility-related risks, deliver trauma-informed, non-discriminatory care, document safeguarding concerns, and activate referral pathways for child protection, psychosocial support, and legal assistance.
FreshRSS 