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. 2022 Dec 24;43(3):362–373. doi: 10.1177/0272989X221145048

Table 3a.

MRS Estimates (95% CI)a for Each Categorical Survey Attribute versus Travel Time (in Minutes) for SP-Ordered Categorical and DCE Survey Responses from 4,757 Males, after Applying Alternative Regression Modelsb

Model 1: Ordered Logit/MNL Model 2: MNL Model 3: MNL with Random Effects Model 4: Ordinal GLM/G-MNL
SP-Ordered Categorical DCEc SP-Ordered Categorical DCEc SP-Ordered Categorical DCE SP-Ordered Categorical DCE
Health report 2.79 [1.59, 4.00] 8.49 [7.13, 9.85] 2.74 [1.45, 4.04] 8.49 [7.13, 9.85] 2.67 [1.23, 4.10] 8.49 [7.47, 9.50] 2.42 [1.05, 3.79] 7.97 [7.00, 8.93]
Opening time: 9 am–5 pm* 0.78 [−0.95, 2.51] 1.98 [0.05, 3.91] 1.12 [−0.66, 2.91] 1.98 [0.05, 3.91] 2.34 [0.46, 4.21] 1.98 [0.46, 3.50] 0.77 [0.32, 1.22] 0.41 [−0.82, 1.94]
Opening time: 9 am–8 pm* 11.04 [9.15, 12.92] 13.83 [11.59, 16.07] 12.08 [10.15, 14.02] 13.83 [11.59, 16.07] 13.57 [11.33, 15.80] 13.83 [12.05, 15.61] 11.07 [9.42, 12.73] 7.65 [6.40, 9.46]
Opening time: 2 pm–8 pm* 5.50 [3.73, 7.28] 3.44 [1.31, 5.57] 5.79 [4.08, 7.51] 3.44 [1.31, 5.57] 6.64 [4.80, 8.48] 3.44 [2.00, 4.88] 5.58 [4.04, 7.13] −0.68 [−2.17, 1.15]
Availability: Every weekday: Monday–Friday** −6.57 [−8.75, −4.40] −2.46 [−4.04, −0.88] −7.48 [−9.60, −5.36] −2.46 [−4.04, −0.88] −7.99 [−10.45, −5.54] −2.46 [−3.69, −1.24] −4.63 [−6.04, −3.21] −0.38
[−1.42, 0.58]
Availability: 1 d every 2 mo: Monday–Friday** −16.06 [−18.15, −13.97] −18.31 [−20.57, −16.05] −17.13 [−19.24, −15.02] −18.31 [−20.57, −16.05] −16.52 [−18.75, −14.29] −18.31 [−19.79, −16.84] −14.25 [−16.32, −12.18] −15.63 [−17.24, −14.55]
Availability: 1 d every 2 mo: Saturday or Sunday** −28.01 [−30.39, −25.63] −33.65 [−36.55, −30.75] −28.92
[−31.22, −26.62]
−33.65 [−36.55, −30.75] −30.73 [−33.26, −28.19] −33.65 [−35.46, −31.84] −29.14 [−30.74, −27.55] −32.16 [−34.17, −30.25]
Max donations: 5*** 13.69 [11.89, 15.49] 11.81 [9.99, 13.63] 12.78 [10.92, 14.64] 11.81 [9.99, 13.63] 7.44 [5.48, 9.39] 11.81 [10.39, 13.23] 18.17 [16.36, 19.99] 10.48 [9.16, 12.03]
Max donations: 6*** 23.20 [21.31, 25.10] 17.72 [15.88, 19.56] 21.83 [19.90, 23.75] 17.72 [15.88, 19.56] 7.54 [5.64, 9.43] 17.72 [16.44, 19.00] 36.74 [33.87, 39.61] 16.20 [14.74, 17.70]

CI, confidence interval; DCE, discrete choice experiment; GLM, generalized linear model; G-MNL, generalized multinomial logit; MNL, multinomial logit; MRS, marginal rates of substitution; NHSBT, NHS Blood and Transfusion; SP, stated preference.

a

Confidence interval calculated with nonparametric bootstrap.

b

Reference category: *9 am–12 pm and 2 pm–5 pm; **every day: Monday to Sunday; ***4 donations per year.

c

Models 1 and 2 are the same for the DCE model.