Physical and mental health management for the older adult using XGBoost algorithm supported by new media technology: developing personalized health intervention plans using healthcare data from the CLHLS database.

Journal: Frontiers in public health
Published Date: May 30, 2025

Abstract

INTRODUCTION: With the increasing aging population, there is a growing need for precise and intelligent health management solutions tailored to older adult individuals. This study proposes a comprehensive digital health management platform that integrates new media technologies to support physical and mental well-being among the older adult.

Authors

  • Yutong Wang
    Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China.
  • Xin Guan
    Guangzhou Xinhua University, Dongguan, China.
  • Shiyuan Qu
    School of Media, Communication and Sociology, University of Leicester, Leicester, United Kingdom.
  • Jiarong Liao
    School of Public Administration, Guangzhou University, Guangzhou, China.
  • Xin Ming
    School of Public Administration, Guangzhou University, Guangzhou, China.
  • EnHui Li
    Department of Urology, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, No. 138 ShangTang Road, Hangzhou, 310014, China.
  • Zixi Wang
    Biostatistics Department, School of Public Health, University of Michigan, Ann Arbor, MI, USA.

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