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Fig 1.

Flow chart of this analysis based on CHARLS.

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Table 1.

Definitions and attributes of dependent, independent and covariate variables.

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Table 2.

Age analysis of independent and dependent variables.

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Table 3.

Results of OSL.

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Table 4.

Balance test results.

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Fig 2.

Kernel density plots before and after matching.

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Table 5.

The result of ATT.

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Table 6.

Results of the Bootstrap test.

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Table 7.

ATE estimates across PSM, IPW, and Doubly Robust methods.

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