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Effectiveness of an integrated prevention programme (“JoyAge”) for depressive symptoms, anxiety, and loneliness in older adults in Hong Kong: A pragmatic quasi-experimental trial

  • Tianyin LIU
  • , Dara Kiu Yi LEUNG
  • , Daniel WONG
  • , Samson TSE
  • , Paul WONG
  • , Siu Man NG
  • , Wai Chi CHAN
  • , Vivian LOU
  • , Jennifer Yee-Man TANG
  • , Reynold CHENG
  • , Shiyu LU
  • , Frankie Ho Chun WONG
  • , Wen ZHANG
  • , Lesley Cai Yin SZE
  • , Wai Wai KWOK
  • , Martin KNAPP
  • , Terry Yat Sang LUM
  • , Gloria WONG*
  • *Corresponding author for this work

Research output: Journal PublicationsJournal Article (refereed)peer-review

Abstract

Background
With population ageing and insufficient mental health workforce, there are huge treatment gaps for late-life depression. Real-world evidence of scalable preventive services is scarce. This study examines the effectiveness of an integrated selective and indicated prevention programme for late-life depression in a large group of older adults in Hong Kong.

Methods
This was a pragmatic quasi-experimental trial of a new service (“JoyAge”) for older people with risk factors for late-life depression or subsyndromal depressive symptoms. Participants were recruited and allocated, based on their district of residence, to receive JoyAge (N = 2975) or usual care (N = 441). The primary outcome was depressive symptoms (PHQ-9) at 12-month follow-up; secondary outcomes were anxiety symptoms (GAD-7) and loneliness (UCLA-3). Analyses were conducted in an intention-to-treat framework using mixed modelling, with subgroup analyses based on baseline depressive symptoms, and sensitivity analyses in a 1:1 (N = 422 each group) propensity score-matched sample.

Results
The JoyAge participants had a greater reduction in depressive symptoms over the 12-month period compared to those assigned to usual care (adjusted mean difference [AMD] = 1.65, 95% CI = 1.24–2.07, p < .001), similarly in anxiety symptoms (AMD = 1.47, 95% CI = 1.01–1.93, p < .001), and loneliness (AMD = 1.29, 95% CI = 0.98–1.60, p < .001). Results were similar in propensity-score matched analyses. Subgroup analysis showed that JoyAge was particularly effective among people with moderate to moderately severe symptoms and those with risk factors only.

Conclusions
Integrated late-life depression prevention can be effectively implemented at scale in rapidly ageing settings with a limited specialist mental health workforce. Economic analyses are needed to support further implementation.
Original languageEnglish
Article number121333
JournalJournal of Affective Disorders
Volume402
Early online date6 Feb 2026
DOIs
Publication statusE-pub ahead of print - 6 Feb 2026

Bibliographical note

Publisher Copyright:
© 2026 The Authors.

Funding

This study was funded by the Hong Kong Jockey Club Charities Trust for The University of Hong Kong for the Project JC JoyAge: Jockey Club Holistic Support Project for Elderly Mental Wellness (HKU Project Codes AR160026). The funder had no role in the design, data collection, data analysis, and reporting of this study.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • indicated prevention
  • selective prevention
  • collaborative care
  • task-sharing
  • peer support

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