Table 2 Environmental characteristics of respondents (N = 885).

From: Optimizing machine learning models for predicting health service access and determinants among pregnant women in rural Ethiopia

Variable

Category

Frequency

Column %

Health Service Access

Big Problem/No access

No big- problem/ Access

Frequency

Row%

Frequency

Row%

Have you ever taken alcohol?

No(0)

706

79.8%

548

77.6%

158

22.4%

Yes(1)

179

20.2%

121

67.6%

58

32.4%

Have you ever chewed Chat?

No(0)

788

89%

589

74.7%

199

25.3%

Yes(1)

97

11%

80

82.5%

17

17.5%

Currently working

No(0)

681

77%

528

77.5%

153

22.5%

Yes(1)

204

23%

141

69.1%

63

30.9%

Covered by health insurance

No(0)

849

95.9%

209

24.6%

640

75.4%

Yes(1)

36

4.1%

7

19.4%

29

80.6%

Current pregnancy wanted

Then(1)

694

78.4%

520

74.9%

174

25.1%

Later(2)

133

15%

100

75.2%

33

24.8%

Not at all(3)

58

6.6%

49

84.5%

9

15.5%

Media -Exposure

No(0)

663

74.9%

532

80.2%

131

19.8%

Yes(1)

222

25.1%

137

61.7%

85

38.3%