Skip to main content

Table 2 Key variable summary statistics and expected direction in relation to dependent variables by model

From: Hardship financing, productivity loss, and the economic cost of illness and injury in Cambodia

 

Units

Mean

Median

Std. Dev

min

max

Expected Direction

Model 1

Expected Direction

Model 2

Hardship Financing Model 1

 Hardship financing (past 30 days)a

binary

.03

0

.17

0

1

n.a

n.a

Consumption Expenditure Model 2

 Monthly non-medical expenditurea

US$

388.81

324.38

248.21

75.89

1530.91

n.a

n.a

 Monthly non-food, non-medical exp.a

US$

148.81

96.22

160.07

9.86

1013.84

n.a

n.a

 Monthly food expenditurea

US$

238.49

213.05

123.26

58.19

719.06

n.a

n.a

Variables of interest

 Monthly net incomeb

US$

1837.88

597.56

4188.99

-1888.35

28,081.40

-

 + 

 Hardship financing (past 12 months)

binary

.02

0

.14

0

1

n.a

-

 Equity card

percent

.10

0

.3

0

1

-

-

 NSSF cardc

percent

.14

0

.35

0

1

-

n.a

 Out-of-pocket health expenditures

US$

37.68

3.66

183.07

0

13,853.66

 + 

-

 Non-productive days

days

.86

0

4.32

0

65

 + 

-

 Savings spent for healthcare

percent

.01

0

.10

0

1

 + 

-

 Head of household agec

years

48.32

48

13.84

17

96

n.a

n.a

 Head of household sex (female)

percent

.20

0

.40

0

1

 + 

-

 Head of household education

years

8.27

6

12.62

0

88

-

 + 

 Cumulative total adult educationc

years

17.9

14

14.9

0

122

n.a

 + 

 Household size

people

4.42

4

1.77

1

17

-

 + 

 Adults over 60 years

people

.43

0

.69

0

4

 + 

 + 

 Disabled household member

percent

.10

0

.29

0

1

 + 

 + 

 Adults of working age

people

2.68

2

1.42

0

12

-

 + 

 Care-seeking at public provider

percent

.22

0

.41

0

1

-

 + 

 Hospitalization in past 30 days

percent

.06

0

.25

0

1

 + 

-

 Cumulative in-patient days

days

.28

0

1.71

0

52

 + 

-

 Report of current illness for > 1 year

percent

.46

0

.50

0

1

 + 

-

 Chronic illness type reported

percent

.07

0

.26

0

1

 + 

-

 Covid-19 period

percent

.38

0

.48

0

1

 + 

-

 Residing in Phnom Penh

percent

.09

0

.29

0

1

-

 + 

 Current MFI or bank loan

percent

.31

0

.46

0

1

-

 + 

  1. Table statistics are not weighted
  2. n.a. not applicable for collinear, dependent and instrumental variables
  3. aDenotes dependent variables
  4. bDenotes instrumented variable
  5. cDenotes instruments