Based on extensive data from individuals experiencing neck pain and considering the prevention and treatment needs associated with relevant diseases, this study proposes an innovative application of accelerometer sensor technology in perceptual interaction. Utilizing user surveys and the analysis of demand weights, the research employs a combination of hardware and software to guide users in health-promoting exercises, offer enjoyable physical activities, and provide posture detection reminders through a gamified approach. This approach aims to promote the ’preventive treatment of disease’ or rehabilitation training. The visualization of personal data statistics generated during this process can assist users in better managing their daily health. Looking ahead, this research could serve as an example of a decentralized health management solution, aiming to alleviate the pressure on medical resources and assist a broader population.