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Table 4 Univariate logistic regression analysis including the association of independent variables with the likelihood of incurring excessive out-of-pocket expenditure (OOPs) for outpatient care

From: Assessing out-of-pocket expenditures for primary health care: how responsive is the Democratic Republic of Congo health system to providing financial risk protection?

Determinant

% (n) of the determinants

Rate of high OOPs in subgroups (%)

Crude OR [95% CI]

P-value

Pearson Chi2

Wealth quintile

    

< 0.001***

 Poorest

23.80 (67,911)

18.10

1

  

 Poorer

19.50 (55,595)

17.80

1.28 [0.76–2.17]

0.356ns

 

 Middle

18.70 (53,245)

16.40

1.21 [0.65–2.28]

0.546ns

 

 Wealthier

17.60 (50,255)

15.00

1.16 [0.58–2.32]

0.666ns

 

 Wealthiest

20.30 (57,793)

32.60

3.12 [1.82–5.37]

< 0.001***

 

Highest education of household head

    

0.776ns

 None

13.40 (38,038)

13.90

1.06 [0.58–1.95]

0.849ns

 

 Primary

24.80 (70,631)

23.20

0.91 [0.6–1.4]

0.682ns

 

 Secondary

57.30 (163,166)

57.20

1

  

 Tertiary

4.50 (12,754)

5.60

1.41 [0.71–2.83]

0.326ns

 

Owns a means of transportation

    

0.882ns

 No

62.10 (176,942)

62.60

1

  

 Yes

37.90 (107,878)

37.40

0.97 [0.67–1.41]

0.882ns

 

Large household size (≥6)

    

0.056ns

 No

63.10 (179,630)

56.20

1

  

 Yes

36.90 (105,191)

43.80

1.51 [0.99–2.31]

0.057ns

 

Province

     

< 0.001***

 Equateur

14.40 (40,978)

9.30

0.28 [0.14–0.56]

< 0.001***

 

 Kasaï Occidental and Oriental

56.30 (160,426)

45.70

0.38 [0.18–0.8]

0.011*

 

 Maniema /Orientale

29.30 (83,416)

45.00

1

  

Gender

    

0.281ns

 Female

54.70 (153,660)

56.70

1

  

 Male

45.30 (127,359)

43.30

0.89 [0.72–1.1]

0.281ns

 

Head of household

    

0.622ns

 No

87.30 (248,701)

86.30

1

  

 Yes

12.70 (36,120)

13.70

1.14 [0.67–1.93]

0.622ns

 

Under 5 years old

    

0.016*

 No

64.30 (183,075)

70.50

1

  

 Yes

35.70 (101,746)

29.50

0.67 [0.49–0.93]

0.016*

 

50+ years old

    

0.058ns

 No

84.70 (241,380)

81.50

1

  

 Yes

15.30 (43,441)

18.50

1.40 [0.99–1.99]

0.058ns

 

Number of days lost to illness

    

0.023*

 Zero

28.50 (19,973)

23.90

1

  

 Less than a week

27.10 (20,074)

24.00

1.08 [0.61–1.91]

0.785ns

 

 A week to less than a month

38.00 (34,494)

41.20

1.44 [0.95–2.16]

0.084ns

 

 One month or above

6.40 (9196)

11.00

3.14 [1.46–6.76]

0.004**

 

Sector of health facility

    

0.004**

 Public sector

61.90 (176,059)

71.60

1

  

 Private sector

26.60 (75,737)

23.80

0.69 [0.4–1.19]

0.182ns

 

 Informal sector

11.50 (32,843)

4.70

0.26 [0.15–0.46]

< 0.001***

 

Total number of paid visits, mean (SE)

1.18 (0.02)

1.69

1.13 [0.96–1.33]

0.131ns

0.131ns

Share of OOP on drugs, mean (SE)

0.82 (0.02)

0.75

0.24 [0.08–0.67]

0.007**

0.002**

Health insurance status

    

0.577ns

 Uncovered

98.97 (3251)

98.90

1

  

 Covered

1.03 (34)

1.10

0.80 [0.36–1.78]

0.577ns

 

HF has functional X-rays

    

0.004**

 No

99.90 (284,563)

99.90

1

  

 Yes

0.10 (257)

0.10

1.85 [1.21–2.83]

0.005**

 

HF has functional ultrasound

    

0.036*

 No

98.70 (281,249)

97.70

1

  

 Yes

1.30 (3571)

2.30

2.91 [1.02–8.29]

0.045*

 

HF has functional microscopes

    

0.495ns

 No

51.10 (145,409)

47.30

1

  

 Yes

48.90 (139,411)

52.70

1.24 [0.67–2.29]

0.495ns

 

HF has functional sterilizers

 

0.306ns

 No

52.50 (149,396)

46.90

1

  

 Yes

47.50 (135,425)

53.10

1.37 [0.75–2.52]

0.307ns

 

HF has functional centrifuges

 

0.135ns

 No

81.30 (231,472)

87.30

1

  

 Yes

18.70 (53,349)

12.70

0.54 [0.24–1.22]

0.139ns

 

HF avg. price for care services, mean (SE)

5.00 (1.12)

7.72

1.01 [1–1.02]

0.188ns

0.188ns

Long travel time (30+ min)

 

0.006**

 No

16.40 (46,632)

8.50

1

  

 Yes

83.60 (238,188)

91.50

2.64 [1.29–5.4]

0.008**

 

HF level 1: Health center

 

0.357ns

 No

41.80 (119,096)

38.30

1

  

 Yes

58.20 (165,543)

61.70

1.23 [0.79–1.93]

0.357ns

 

HF level 2: General reference hospital

 

< 0.001***

 

 No

95.80 (272,754)

89.40

1

  

 Yes

4.20 (11,884)

10.60

7.73 [3.78–15.78]

< 0.001***

 

Dissatisfaction index score

 

0.696ns

 No dissatisfaction

17.90 (50,927)

15.00

0.81 [0.28–2.3]

0.686ns

 

 Score 1 Low dissatisfaction

23.10 (65,925)

22.60

0.99 [0.37–2.65]

0.979ns

 

 Score 2

23.20 (65,980)

27.40

1.31 [0.51–3.4]

0.573ns

 

 Score 3

16.30 (46,520)

16.70

1.05 [0.31–3.58]

0.934ns

 

 Score 4

12.10 (34,555)

11.10

0.91 [0.3–2.69]

0.858ns

 

 Score 5 High dissatisfaction

7.30 (20,914)

7.20

1

  
  1. Statistical significance of *: 0.01 ≤ p < 0.05; **: 0.001 ≤ p < 0.01; ***: p < 0.001; ns: p ≥ 0.05
  2. All estimates are weighted
  3. HF health facility