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Table 4 Multivariate regression result of the predictors of MA cost-total sample

From: Who pays more? Exploring cost disparities in medication abortion access across socio-demographic groups in Ghana

Variable (reference category)

Model 1

Model 2

Model 3

Model 4

Estimate (95% CI)

Estimate (95% CI)

Estimate (95% CI)

Estimate (95% CI)

Age (< = 24 years)

 > 24 years

−3.9 (−13.0, 5.2)

3.5(−3.8, 10.7)

−0.1 (−5.2, 5.0)

−0.5 (−5.4, 4.4)

Marital status (Currently/formerly in union)

 Never in union

5.6 (−3.4, 14.7)

3.9 (−3.1, 10.9)

4.8 (0.2, 9.4)**

5.1 (0.5, 9.6)**

Number of live births

−2.7 (−4.2, −1.2)***

−2.0 (−3.3, −0.7)***

−0.8 (−1.7, −0.0)**

−0.9 (−1.7, −0.0)**

Education (Tertiary/higher)

 No education

−47.4 (−79.6, −15.2)***

−23.3 (−52.6, 6.0)

9.8 (−14.4, 34.0)

8.6 (−15.5, 32.7)

 Primary/JHS

−61.6 (−73.8, −49.3)***

−31.9 (−41.4, −22.5)***

−5.9 (−12.4, 0.6)*

−7.1 (−13.7, −0.6)**

 Secondary

−41.2 (−52.1, −30.3)***

−15.2 (−23.7, −6.7)***

−1.4 (−6.7, 4.0)

−2.5 (−7.8, 2.8)

Occupation (Professional/managerial)

 Service

5.8 (−7.2,18.7)

4.4 (−5.2, 14.0)

−0.9 (−6.8, 4.9)

−1.9 (−7.8, 4.0)

 Skilled manual

28.6 (12.4, 44.8)***

19.0 (6.5, 31.6)***

3.6 (−4.9, 12.0)

2.8 (−5.8, 11.3)

 Unskilled manual

18.0 (0.1, 35.9)**

16.9 (1.7, 32.0)**

−1.7 (−14.1, 10.7)

−2.7 (−15.2, 9.8)

 Student

2.9 (−10.7, 16.4)

3.7 (−6.5, 13.8)

−3.6 (−10.3, 3.0)

−4.2 (−10.9, 2.5)

 Unemployed

6.1 (−8.1, 20.4)

2.6 (−7.8, 12.9)

−2.8 (−9.2, 3.5)

−3.7 (−10.1, 2.7)

Woman’s place of residence (City)

 Town

32.7 (25.0, 40.5)***

12.4 (6.2, 18.6)***

9.2 (3.7, 14.8)***

9.2 (3.7, 14.8)***

 Village/rural

30.4 (14.8, 46.0)***

14.5 (−0.4, 29.4)*

2.8 (−10.4, 16.1)

2.8 (−10.4, 16.1)

Study site/region (Greater Accra)

 Ashanti

55.2 (40.7, 69.7)***

70.1 (59.6, 80.5)***

−58.3 (−83.7, −32.9)***

−59.5 (−85.2, −33.8)***

 Eastern

−86.2 (−93.7, −78.7)***

−67.5 (−73.9, −61.0)***

−63.8 (−90.4, −37.2)***

−64.5 (−91.4, −37.7)***

 Western

−32.6 (−41.0, −24.1)***

−26.0 (−32.9, −19.2)***

37.1 (9.8, 64.3)***

36.4 (9.0, 63.7)***

Clinic (Pharmacy)

 

108.6 (102.2, 114.9)***

106.2 (73.8, 138.6)***

105.5 (73.1, 137.9)***

Facility fixed effect

  

√

√

Learned about MA from a friend (No)

 Yes

   

−0.3 (−5.4, 4.8)

Learned about MA from a family member/relative (No)

 Yes

   

−1.3 (−8.1, 5.4)

Learned about MA from the internet (No)

 Yes

   

−7.7 (−13.6, −1.8)**

Previously had an abortion (No previous abortion)

 Yes: MA

   

1.2 (−4.9, 7.3)

 Yes: Surgical procedure

   

−0.2 (−6.6, 6.1)

Constant

224.5 (209.6, 239.4)***

152.6 (140.9, 164.4)***

178.2 (151.6, 204.8)***

181.6 (154.2, 209.0)***

Observations

1974

1974

1974

1974

Prob > F

0.00

0.00

0.00

0.00

R2

0.4

0.6

0.8

0.8

  1. JHS Junior High School, CI Confidence intervals. * p < 0.1, ** p < 0.05, *** p < 0.01