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November 28, 2025BMC PsychologyOpen Access

Income, psychological security, and subjective well-being in urban China: a machine learning analysis with SHAP interpretation

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Authors

JSJuan SongFPFeilong PanHLHaiyan Liu

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Overview

Analysis shows a significant link between income, psychological security, and subjective well-being, suggesting targeted intervention strategies may enhance overall well-being.

Key Points

  • Machine learning reveals complex connections between income and subjective well-being in urban China.
  • The study highlights the role of psychological security as a core factor in enhancing well-being.
  • Findings suggest implementing differentiated intervention strategies for various subjective well-being groups.
  • Emphasizes the importance of adjusting policies based on the resource-matching characteristics of individuals.

Cite This Study

Song et al. (2025) studied this question.

synapsesocial.com/papers/6928f106a65b730b9ea79bcahttps://doi.org/10.1186/s40359-025-03591-2
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