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. 2024 Jan 30;14:8. doi: 10.1186/s13561-023-00475-2

Table 2.

Determinants of catastrophic health expenditure

Health expenditure CHE10 CHE25
65 + y/o member in a household 0.01** 0.02** 0.00
(0.00) (0.01) (0.00)
75 + y/o member in a household 0.01** 0.02** 0.01*
(0.00) (0.01) (0.00)
Income -0.00 -0.00 -0.01** -0.01** -0.00 0.00
(0.00) (0.00) (0.00) (0.00) (0.00) (0.00)
Savings 0.00** 0.00** 0.00 0.00 0.00 0.00
(0.00) (0.00) (0.00) (0.00) (0.00) (0.00)
Household head being university graduate or higher 0.00 0.00 0.01 0.01 -0.00 -0.00
(0.00) (0.00) (0.01) (0.01) (0.01) (0.01)
Household head being in paid work -0.01** -0.01** -0.04** -0.04** -0.02** -0.02**
(0.00) (0.00) (0.01) (0.01) (0.00) (0.00)
House ownership 0.01** 0.01** 0.03** 0.03** 0.01 0.01
(0.00) (0.00) (0.01) (0.01) (0.00) (0.00)
Household size 0.00# 0.00# -0.00 -0.00 0.00 0.00
(0.00) (0.00) (0.01) (0.01) (0.00) (0.00)
Individual-FE Yes Yes Yes Yes Yes Yes
City-by-Year-FE Yes Yes Yes Yes Yes Yes
Constant 0.05** 0.05** 0.16** 0.16** 0.02* 0.02
(0.01) (0.01) (0.03) (0.03) (0.01) (0.01)
Individuals 7,898
Observations 65,564

Note: Health expenditure (% of total consumption) is transformed by the inverse hyperbolic sine transformation; CHE10 and CHE25 denote catastrophic health expenditure at 10% and 25% thresholds, respectively; Estimates by fixed-effects linear probability models; ** p < 0.01, * p < 0.05, # p < 0.10; Values are coefficients with cluster-robust standard errors in parentheses; Income and savings are equivalised by household size and transformed by the inverse hyperbolic sine transformation; Household size represents the log transformed number of household members; FE represents fixed-effects; Weighted by longitudinal weights to address for attrition bias; singleton observations are not used for estimations.