November 28, 2025Evaluation Review

Social Integration Among Rural-to-Urban Migrants: A Dynamic Analysis Using a Hybrid Approach Integrating Structural Equation Modeling and Machine Learning

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Social integration improved through increased social capital and identity among rural-to-urban migrants in Jilin Province.
Analysis using structural equation modeling revealed critical pathways influencing social integration outcomes.
Application of machine learning highlighted individual variable contributions and cognitive transformations.
Highlights the importance of institutional theory for effective governance of migration policies.

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Implication

Empirical analysis finds social capital and identity enhance social integration for rural-to-urban migrants, suggesting improvements for institutional evaluation.

Cite This Study

Li et al. (2025) studied this question.

synapsesocial.com/papers/6928f126a65b730b9ea7a5df https://doi.org/10.1177/0193841x251400533

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Implication

Empirical analysis finds social capital and identity enhance social integration for rural-to-urban migrants, suggesting improvements for institutional evaluation.

Social Integration Among Rural-to-Urban Migrants: A Dynamic Analysis Using a Hybrid Approach Integrating Structural Equation Modeling and Machine Learning

Key Points

Discussion

Implication

Cite This Study

Social Integration Among Rural-to-Urban Migrants: A Dynamic Analysis Using a Hybrid Approach Integrating Structural Equation Modeling and Machine Learning

Key Points

Discussion

Implication

Cite This Study

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Also Consider