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This paper is in the following e-collection/theme issue:

Digital Health Reviews (3719) Mobile Health (mhealth) (5215) Wearable Devices and Sensors (1608) Insomnia and Sleep Hygiene (312) Fitness Trackers and Smart Pedometers/Accelerometers (800)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/93496, first published .
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Effectiveness of Wearable Digital Therapeutics in Improving Sleep Outcomes Among Individuals With Insomnia: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Effectiveness of Wearable Digital Therapeutics in Improving Sleep Outcomes Among Individuals With Insomnia: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Authors of this article:

Wenhui Zhu1 Author Orcid Image ;   Mingming Chen1 Author Orcid Image ;   Yixuan Guo1 Author Orcid Image ;   Bin Zhang2 Author Orcid Image ;   Chunliu Luo2 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Wenhui Zhu   1 , MMed ;   Mingming Chen   1 , MMed ;   Yixuan Guo   1 , MMed ;   Bin Zhang   2 * , MD, PhD ;   Chunliu Luo   2 * , MMed

1 School of Nursing, Jinan University, Guangzhou, Guangdong, China

2 First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China

*these authors contributed equally

Corresponding Author:

  • Chunliu Luo, MMed
  • First Affiliated Hospital of Jinan University
  • 613 Huangpu Avenue West
  • Guangzhou, Guangdong 510630
  • China
  • Phone: 86 18926202718
  • Email: jnuchll@163.com