Skip to main content
. Author manuscript; available in PMC: 2023 May 24.
Published in final edited form as: J Econ Ageing. 2022 Sep 8;23:100410. doi: 10.1016/j.jeoa.2022.100410

Table 6.

Consumption regressions for older Chinese, 2011–2020.

Dependent variable: log
(Consumption)
(1) (2) (3)
Female 0.0470***
(0.0109)
0.0854***
(0.0105)
0.0862***
(0.0105)
Marital status (Base: Married)
 Widowed 0.0691***
(0.0199)
0.222***
(0.0305)
0.234***
(0.0636)
 Widowed * Female −0.220***
(0.0353)
−0.290***
(0.0707)
 Widowed * Rural −0.0142
(0.0707)
 Widowed *Female * Rural 0.0942
(0.0802)
 Divorced 0.0331
(0.0569)
0.185***
(0.0695)
0.254**
(0.108)
 Divorced * Female −0.363***
(0.115)
−0.324*
(0.167)
 Divorced * Rural −0.107
(0.141)
 Divorced *Female * Rural −0.132
(0.231)
 Never married 0.0275
(0.0805)
−0.00718
(0.0847)
−0.148
(0.233)
 Never married * Female 0.301
(0.206)
0.370
(0.285)
 Never married * Rural 0.158
(0.250)
 Never married *Female * Rural −0.0687
(0.373)
Rural hukou −0.602***
(0.0195)
−0.605***
(0.0194)
−0.614***
(0.0217)
Region (Base: East region)
 West region −0.0902***
(0.0206)
−0.0900***
(0.0206)
−0.0896***
(0.0206)
 Central region 0.177***
(0.0203)
0.177***
(0.0203)
−0.176***
(0.0203)
Age (Base: 60–64)
 Age (65–69) −0.0984***
(0.0156)
−0.0975***
(0.0156)
−0.0977***
(0.0156)
 Age (70–74) —0.197***
(0.0195)
—0.194***
(0.0195)
—0.194***
(0.0195)
 Age (75 + ) −0.292***
(0.0234)
−0.288***
(0.0233)
−0.289***
(0.0233)
Education (Base: finished high school or above)
 Illiterate −0.576***
(0.0308)
−0.578***
(0.0308)
−0.576***
(0.0307)
 Literate but did not finish elementary school −0.453***
(0.0308)
−0.457***
(0.0307)
−0.452***
(0.0306)
 Finished elementary school −0.357***
(0.0316)
−0.359***
(0.0316)
−0.355***
(0.0314)
 Finished middle School −0.267***
(0.0319)
−0.268***
(0.0319)
−0.265***
(0.0317)
Household size −0.0101**
(0.00485)
−0.00994**
(0.00483)
−0.0101**
(0.00484)
Wave dummy (base = 2011)
 Wave 2013 0.240***
(0.0246)
0.240***
(0.0246)
0.240***
(0.0246)
 Wave 2015 0.372***
(0.0248)
0.372***
(0.0248)
0.371***
(0.0248)
 Wave 2018 0.535***
(0.0216)
0.534***
(0.0216)
0.534***
(0.0216)
 Wave 2020 0.729***
(0.0224)
0.728***
(0.0224)
0.728***
(0.0224)
Constant 9.286***
(0.0420)
9 271***
(0.0419)
9.275***
(0.0428)
Observations 45,203 45,203 45,203
R-squared 0.229 0.231 0.231

Notes: Estimated from CHARLS data by weighted least squares.

*, **, ***

denote significance levels at 10, 5, and 1 percent. Standard errors in parenthesis are clustered at the household level.