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Table 5 Two-part models on cost variables

From: Association of frailty with health service utilisation and health care expenditure in sub-Saharan Africa: evidence from Côte d’Ivoire

 

Model 1: unadjusted

Model 2: adjusted

Model 3: adjusted

Logit OR (95% CI) [p-val.]

ME (95% CI) [p-val.]

Logit OR (95% CI) [p-val.]

ME (95% CI) [p-val.]

Logit OR (95% CI) [p-val.]

ME (95% CI) [p-val.]

In the past month, how much did you spend on consulting costs?

 Pre-frail

1.58 (0.94–2.66) [0.080]

− 0.39 (− 8.08–7.30) [0.921]

1.62 (0.96–2.75) [0.070]

1.24 (−4.24–6.71) [0.658]

1.58 (0.93–2.66) [0.090]

−0.36 (− 7.86–7.14) [0.925]

 Frail

2.25 (1.43–3.53) [< 0.001]

4.60 (− 3.42–12.62) [0.261]

2.32 (1.45–3.67) [< 0.001]

5.50 (0.03–10.96) [0.049]

2.51 (1.58–3.97) [< 0.001]

5.13 (− 3.65–13.91) [0.252]

In the past month, how much did you spend on medications (drugs)?

 Pre-frail

1.52 (0.95–2.41) [0.078]

−0.77 (− 6.45–4.90) [0.789]

1.55 (0.97–2.48) [0.064]

− 1.01 (− 6.60–4.58) [0.724]

1.51 (0.94–2.44) [0.089]

− 0.86 (− 6.36–4.63) [0.758]

 Frail

2.46 (1.67–3.67) [< 0.001]

9.87 (3.54–16.20) [0.002]

2.64 (1.73–3.97) [< 0.001]

8.49 (2.40–14.57) [0.006]

2.8 (1.86–4.22) [< 0.001]

10.35 (4.06–16.64) [0.001]

In the past month, how much did you spend on hospitalisation expenses?

 Pre-frail

1.54 (0.45–5.21) [0.493]

0.88 (− 1.02–2.77) [0.365]

1.49 (0.44–5.05) [0.525]

0.84 (− 0.55–2.24) [0.237]

1.51 (0.44–5.16) [0.506]

0.74 (− 0.82–2.30) [0.351]

 Frail

2.69 (0.94–7.69) [0.064]

5.61 [1.42–9.80) [0.009]

2.64 (0.9–7.69) [0.078]

6.41 (1.72–11.09) [0.007]

2.83 (0.99–8.17) [0.052]

5.86 (1.68–10.04) [0.006]

In the past month, total health expenditures

 Pre-frail

1.75 (1.12–2.75) [0.015]

−19.49 (− 47.34–8.36) [0.170]

1.82 (1.16–2.89) [0.010]

−17.31 (− 44.31–9.70) [0.209]

1.77 (1.11–2.8) [0.016]

−14.13 (− 39.51–11.25) [0.275]

 Frail

2.66 (1.8–3.94) [< 0.001]

4.76 (− 24.47–33.99) [0.750]

2.92 (1.93–4.39) [< 0.001]

7.00 (− 22.03–36.03) [0.637]

3.03 (2.2–4.53) [< 0.001]

12.39 (− 16.32–41.10) [0.398]

 

Model 4: adjusted

Model 5: adjusted

Model 6: adjusted

Logit OR (95% CI) [p-val.]

ME (95% CI) [p-val.]

Logit OR (95% CI) [p-val.]

ME (95% CI) [p-val.]

Logit OR (95% CI) [p-val.]

ME (95% CI) [p-val.]

In the past month, how much did you spend on consulting costs?

 Pre-frail

1.57 (0.93–2.64)

[0.091]

−0.81 (− 9.02–7.41)

[0.847]

1.6 (0.94–2.69)

[0.080]

−0.52 (− 6.05–5.01)

[0.854]

1.57 (0.92–2.69)

[0.097]

1.03 (− 4.22–6.27)

[0.701]

 Frail

2.2 (1.4–3.49)

[0.001]

3.82 (− 4.90–12.54) [0.390]

2.32 (1.45–3.67) [< 0.001]

5.27 (− 1.00–11.54)

[0.099]

2.39 (1.46–3.9)

[< 0.001]

5.84 (0.09–11.59)

[0.047]

In the past month, how much did you spend on medications (drugs)?

 Pre-frail

1.54 (0.97–2.46)

[0.069]

−1.01 (− 6.00–3.98)

[0.692]

1.58 (0.99–2.53)

[0.053]

−0.71 (− 5.75–4.33)

[0.782]

1.6 (0.99–2.61)

[0.055]

−0.95 (− 5.64–3.73)

[0.690]

 Frail

2.59 (1.72–3.86)

[< 0.001]

8.37 (3.04–13.71)

[0.002]

2.89 (1.9–4.35)

[< 0.001]

9.96 (4.21–15.70)

[0.001]

3.22 (2.08–5)

[< 0.001]

8.61 (3.38–13.83)

[0.001]

In the past month, how much did you spend on hospitalisation expenses?

 

 Pre-frail

1.63 (0.48–5.53)

[0.437]

0.90 (−0.98–2.78)

[0.349]

1.51 (0.44–5.1)

[0.511]

0.66 (− 0.87–2.20)

[0.396]

1.55 (0.45–5.37)

[0.487]

1.13 (− 1.19–3.45)

[0.339]

 Frail

3.22 (1.12–9.3)

[0.030]

5.94 (1.70–10.19)

[0.006]

2.44 (0.84–7.1)

[0.102]

5.14 (1.78–8.50)

[0.003]

2.97 (0.99–9.03)

[0.052]

10.43 (− 3.37–24.23)

[0.139]

In the past month, total health expenditures

 Pre-frail

1.82 (1.16–2.89)

[0.010]

− 12.27 (− 35.76–11.22)

[0.306]

1.84 (1.16–2.89)

[0.009]

−14.83 (− 40.04–10.38)

[0.249]

1.93 (1.21–3.13)

[0.006]

−7.932 (− 26.15–10.29)

[0.394]

 Frail

2.92 (1.95–4.35)

[< 0.001]

13.29 (− 12.82–39.40)

[0.319]

3.03 (2.01–4.57)

[< 0.001]

10.70 (− 17.12–38.52)

[0.451]

3.71 (2.39–5.75)

[< 0.001]

17.35 (− 3.62–38.33)

[0.105]

  1. Reference group: robust (non-frail)
  2. ME Marginal effect; OR Odd ratio; CI confident interval; p-val. p-value; ref.: reference category; Model 1: unadjusted; Model 2: adjusted by sex, age groups, and marital status; Model 3: adjusted by health insurance; Model 4: adjusted by area of residence and location; Model 5: adjusted by employment status and education level; Model 6: adjusted by sex, age groups, marital status, health insurance, area of residence, location, employment status and education level. The number of observations in all estimations is n = 860.