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The moderating role of social participation and education level in the impact of adverse childhood experiences on frailty
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Fei PENG1, 2, Yu-fen LI3, Lin-lin ZHANG1
Modern Preventive Medicine | 2026, 53(1) : 88 - 93
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Modern Preventive Medicine | 2026, 53(1): 88-93
• Child and Adolescent Health, Maternal and Child Health •
The moderating role of social participation and education level in the impact of adverse childhood experiences on frailty
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Fei PENG1, 2, Yu-fen LI3, Lin-lin ZHANG1
Affiliations
  • School of Medical and Health Engineering, Changzhou University, Changzhou, Jiangsu 213164, China
Published: 2026-01-10 doi: 10.20043/j.cnki.MPM.202506479
Outline
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Objective

To examine whether adverse childhood experiences(ACEs) predict frailty in middle-aged and elderly Chinese adults, and whether social participation or education level moderates this association.

Methods

Four waves (2011—2018) of the China Health and Retirement Longitudinal Study were combined with the 2014 life-history module to construct panel data. Based on the Hausman test(χ2=261.490, P<0.001), a fixed-effects model was applied to examine the association between ACEs and frailty, with particular attention to social participation and educational attainment and potential moderating effects.

Results

A total of 9 354 individuals were retained, 61.71% had experienced two or more ACEs, and the prevalence of frailty was 15.01%. A significant positive correlation was observed between ACEs and frailty, with the effect intensifying as the number of ACEs increased (ACEs=2: β=1.45, 95% CI: 0.64~-2.26; ACEs=3: β=2.90, 95% CI: 2.00-3.86; ACEs=4: β=3.52,95% CI: 2.48-4.56). Social participation (β=-0.50, 95% CI: -0.63-0.30) and high school or vocational education (β=-1.71, 95% CI: -2.62-0.80) were cross-sectionally associated with lower frailty. However, neither social participation nor education level significantly moderated the relationship between ACEs and frailty (P>0.05).

Conclusion

Within the middle-aged and elderly population in China, ACEs had been identified as a significant risk factor for the development of frailty. Although both social participation and high school or vocational education were negatively associated with frailty, neither of these factors significantly moderated the relationship between ACEs and frailty.

Adverse childhood experiences  /  Frailty  /  Social participation  /  Education  /  Moderation
彭飞, 李玉芬, 张琳琳. 童年不良经历对衰弱的影响——基于社会参与和受教育程度的调节作用研究. 现代预防医学, 2026 , 53 (1) : 88 -93 . DOI: 10.20043/j.cnki.MPM.202506479
Fei PENG, Yu-fen LI, Lin-lin ZHANG. The moderating role of social participation and education level in the impact of adverse childhood experiences on frailty[J]. Modern Preventive Medicine, 2026 , 53 (1) : 88 -93 . DOI: 10.20043/j.cnki.MPM.202506479
Year 2026 volume 53 Issue 1
10
5
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doi: 10.20043/j.cnki.MPM.202506479
  • Receive Date:2025-06-25
  • Online Date:2026-11-02
  • Published:2026-01-10
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  • Received:2025-06-25
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Affiliations
    School of Medical and Health Engineering, Changzhou University, Changzhou, Jiangsu 213164, China
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小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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