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Self-focused rumination links stressful events to depressive and anxiety symptoms in older adults with depressive symptoms: path and network analyses
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  • Published: 16 May 2026

Self-focused rumination links stressful events to depressive and anxiety symptoms in older adults with depressive symptoms: path and network analyses

  • Stephanie Ming Yin Wong1,
  • Melody Ho Ching Ip1,
  • Dara Kiu Yi Leung2,
  • Wai Chi Chan3,
  • Gloria Hoi Yan Wong4 &
  • …
  • Terry Yat Sang Lum1 

Scientific Reports (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

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  • Diseases
  • Neuroscience
  • Psychology

Abstract

Self-focused rumination, defined as an excessive attentional focus on one’s depressive symptoms and their causes, meanings, and consequences, is well-established for its contribution to the onset and maintenance of depressive and anxiety symptoms. However, it remains unclear how this cognitive style can be manifested in older adults and how it might bridge the influences of different stressful life events (SLEs), namely dependent SLEs (partially attributable to one’s behaviours) and independent SLEs (entirely beyond personal control), with the two symptom dimensions. Data were from 1868 community-dwelling older adults (mean age = 73.4; 83.1% female) as part of a territory-wide stepped-care intervention in Hong Kong for those with mild-to-moderately severe depressive symptoms (Patient Health Questionnaire–9 = 5–19). We investigated whether self-focused rumination would link dependent and independent SLEs to depressive and anxiety symptoms using both path and network analyses. In the path model, both SLE types were associated with self-focused rumination. Dependent SLEs were directly associated only with depressive symptoms, while independent SLEs were directly associated only with anxiety symptoms. Self-focused rumination linked SLEs to both symptom dimensions. With all symptoms accounted for in the network model, self-focused rumination also presented as the most central bridge symptom between the two SLEs and depressive and anxiety symptoms. Our study provided novel evidence to suggest the potential for targeting this cognitive response style in future interventions to reduce depressive and anxiety symptoms in older adults, particularly amid ongoing stressors.

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Acknowledgements

We would like to thank all participants of the JC JoyAge project and all research assistants involved in this study for their contribution.

Funding

This work was supported by The Hong Kong Jockey Club Charities Trust for The University of Hong Kong for the Project JC JoyAge (HKU Project Code: AR24AG100291). The funder of the study had no role in study design, data collection, data analysis, data interpretation, or writing of the report.

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Authors and Affiliations

  1. Department of Social Work and Social Administration, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR

    Stephanie Ming Yin Wong, Melody Ho Ching Ip & Terry Yat Sang Lum

  2. Department of Social Work, The Chinese University of Hong Kong, Ma Liu Shui, Hong Kong SAR

    Dara Kiu Yi Leung

  3. Department of Psychiatry, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR

    Wai Chi Chan

  4. School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK

    Gloria Hoi Yan Wong

Authors
  1. Stephanie Ming Yin Wong
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  2. Melody Ho Ching Ip
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  3. Dara Kiu Yi Leung
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  4. Wai Chi Chan
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  5. Gloria Hoi Yan Wong
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  6. Terry Yat Sang Lum
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Corresponding authors

Correspondence to Stephanie Ming Yin Wong or Terry Yat Sang Lum.

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Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.

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Cite this article

Wong, S.M.Y., Ip, M.H.C., Leung, D.K.Y. et al. Self-focused rumination links stressful events to depressive and anxiety symptoms in older adults with depressive symptoms: path and network analyses. Sci Rep (2026). https://doi.org/10.1038/s41598-026-52471-1

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  • Received: 23 August 2025

  • Accepted: 05 May 2026

  • Published: 16 May 2026

  • DOI: https://doi.org/10.1038/s41598-026-52471-1

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Keywords

  • Rumination
  • Repetitive negative thoughts
  • Depression
  • Anxiety
  • Network analysis
  • Old-age mental health
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