This study compares generative AI–based learning with conventional methods to improve HPV awareness and vaccination intent among adults in the Dhaka Division of Bangladesh. The results show that digital approaches, particularly AI chat and internet search, produce substantially higher gains in HPV knowledge and vaccination intent than traditional materials.

The study calls for comprehensive strategies to improve healthcare infrastructure, enhance financial support, strengthen government policies, and promote caregiver training and technology adoption.

PE-owned HHAs generally outperformed non-PE-owned agencies in metrics such as timely care initiation and patient improvement in mobility and self-care, but underperformed on several long-term outcomes.

Subjective norms, hedonic value, environmental advertising, and green purchase attitude significantly influence green purchase decisions, while green trust and environmental sustainability awareness do not exhibit a significant direct impact.

This study proposes a hybrid ViT+CNN fusion model for breast cancer histopathology classification and integrates Grad-CAM with attention rollout to provide transparent visual explanations of model decisions.

Socioeconomic factors of the population served and key agency characteristics significantly affect discharge-to-community rates, stressing the connection between demographic determinants and healthcare outcomes.

Metropolitan areas exhibited the highest performance consistency, followed by micropolitan and rural areas, while small-town areas displayed the least consistent performance.

Findings underscore the importance of a comprehensive approach to healthcare resource allocation, considering demographic characteristics to optimize health outcomes for Aged/Dual beneficiaries.