Recent research in human–computer interaction (HCI) has increasingly focused on persuasive interface design, user autonomy, immersive navigation support, AI-enabled GUI automation, and wellbeing-centered applications. This critical review synthesizes manipulation patterns in UI, spotify usability enhancements, wearable-integrated health monitoring, virtual reality navigation cues, influencer-driven live commerce, digital detox design, and multimodal smartphone automation agents. While the reviewed works collectively demonstrate strong innovation in interface optimization and system prototyping, several methodological limitations including platform-restricted datasets, small sample sizes, and insufficient ecological validity that reduce generalizability. It highlights core patterns, evaluates strengths and gaps, and offers recommendations for future research and industry practice.
Patel et al. (Sun,) studied this question.