Attribute non-attendance in patients' choice of general practitioner appointment
Arne Risa Hole
Abstract
Arne Risa Hole
Abstract
This paper compares various ways of accounting for attribute non-attendance in a model of patients' choice of general practitioner appointment. The methods considered include the endogenous attribute attendance model, which is a variant of the equality-constrained latent class model, and various forms of mixed logit models with parametric and non-parametric coefficient distributions. It is found the the willingness to pay estimates derived from the models allowing for attribute non-attendance are considerably lower than those derived from a standard logit model.
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This paper compares various ways of accounting for attribute non-attendance in a model of patients' choice of general practitioner appointment. The methods considered include the endogenous attribute attendance model, which is a variant of the equality-constrained latent class model, and various forms of mixed logit models with parametric and non-parametric coefficient distributions. It is found the the willingness to pay estimates derived from the models allowing for attribute non-attendance are considerably lower than those derived from a standard logit model.
Key concepts: Attendance, Mixed logit, Econometrics, Logistic regression, Logit, Class (philosophy), Parametric statistics, Willingness to pay