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Table 3 Effects across different quantiles of poor households

From: The effect of the health poverty alleviation project on financial risk protection for rural residents: evidence from Chishui City, China

Variables

OOP payments

Occurrence of catastrophic

health expenditure

Occurrence of impoverishing

health spending

Treatment

0.089**

0.096***

0.179***

(0.038)

(0.004)

(0.005)

Post

0.004

−0.011***

−0.007***

(0.030)

(0.002)

(0.001)

Treatment ×Post

−0.262***

−0.108***

− 0.176***

(0.053)

(0.006)

(0.005)

Q2 × Treatment×Post

0.119

0.031***

0.030***

(0.064)

(0.007)

(0.007)

Q3 × Treatment×Post

0.218***

0.064***

0.147***

(0.063)

(0.007)

(0.006)

Q2

−0.075

−0.023***

−0.030***

(0.045)

(0.006)

(0.007)

Q3

0.082

−0.065***

−0.148***

(0.045)

(0.005)

(0.006)

Control variables

Yes

Yes

Yes

R 2

0.644

0.380

0.252

Observations

60,880

60,880

60,880

  1. Notes: (1)*** denotes p < 0.01, ** denotes p < 0.05
  2. (2) Robust standard errors in parentheses
  3. (3) The control variables include residential areas, household size, numbers of elderly members, males and children per household, number of diseases in each ICD-10-CM chapter per household, and annual inpatient and outpatient visits in each type of institutions per household
  4. (4) The estimates of occurrence of catastrophic health expenditure and impoverishing health spending are marginal effects