Probit Models
Attribute or Variable | All Scenarios | Ambiguous Physical/Psychological Scenario | Minor Physical Scenario | Urgent Physical Scenario | ||||
---|---|---|---|---|---|---|---|---|
a P<.001. | ||||||||
b P<.05. | ||||||||
Note: ρ2 is a measure of goodness of fit of the discrete choice model. It is given by 1 − LL(β̂)/LL(0), where LL(β̂) is the log-likelihood of the reported models and LL(0) is the log-likelihood of a constant-only model. | ||||||||
Generic questionnaire | ||||||||
Attribute | Coefficient | t | Coefficient | t | Coefficient | t | Coefficient | t |
Waiting time, days | −0.114a | −21.80 | −0.053a | −5.81 | −0.074a | −7.72 | −0.210a | −21.82 |
Cost, £ | −0.032a | −40.22 | −0.032a | −23.12 | −0.044a | −29.79 | −0.023a | −16.58 |
Doctor knows you well | 0.192a | 12.23 | 0.302a | 10.62 | 0.210a | 7.24 | 0.130a | 4.75 |
You get a choice of appointment times | 0.105a | 6.73 | 0.031 | 1.11 | 0.120a | 4.09 | 0.137a | 5.03 |
Doctor is warm and friendly | 0.134a | 8.55 | 0.145a | 5.29 | 0.187a | 6.42 | 0.070b | 2.59 |
Doctor gives you a thorough physical examination | 0.643a | 39.28 | 0.756a | 25.50 | 0.599a | 19.50 | 0.679a | 23.40 |
Constant | −0.004 | −0.20 | −0.004 | −0.12 | −0.023 | −0.70 | 0.020 | 0.62 |
Variable | Value | Value | Value | Value | ||||
Number of responses | 9,953 | 3,343 | 3,243 | 3,367 | ||||
Number of respondents | 628 | 421 | 409 | 425 | ||||
ρ2 | 0.303 | 0.326 | 0.374 | 0.321 | ||||
Patient-centered care questionnaire | ||||||||
Attribute | Coefficient | t | Coefficient | t | Coefficient | t | Coefficient | t |
Waiting time, days | −0.119a | −22.08 | −0.055a | −5.65 | −0.069a | −7.30 | −0.229a | −23.04 |
Cost, £ | −0.035a | −43.14 | −0.036a | −25.48 | −0.043a | −29.34 | −0.029a | −20.00 |
Doctor knows you well | 0.305a | 18.70 | 0.317a | 10.88 | 0.359a | 12.03 | 0.301a | 10.39 |
Doctor is interested in your ideas | 0.254a | 15.87 | 0.292a | 10.26 | 0.305a | 10.50 | 0.225a | 7.86 |
Doctor asks about your social and emotional well-being | 0.216a | 13.01 | 0.420a | 13.91 | 0.195a | 6.53 | 0.075b | 2.59 |
Doctor involves you in decision making | 0.207a | 13.06 | 0.273a | 9.86 | 0.225a | 7.92 | 0.156a | 5.44 |
Constant | 0.002 | 0.12 | −0.004 | −0.11 | 0.006 | 0.16 | 0.042 | 1.25 |
Variable | Value | Value | Value | Value | ||||
Number of responses | 9,009 | 2,966 | 3,036 | 3,007 | ||||
Number of respondents | 565 | 372 | 381 | 377 | ||||
ρ2 | 0.287 | 0.308 | 0.362 | 0.317 |