A utility-consistent, combined discrete choice and count data model Assessing recreational use losses due to natural resource damage

A two-stage budgeting approach can often be taken when analyzing consumer choice situations. In this paper we examine the particular situation where a consumer makes purchases of a discrete commodity of which there are a number of brands. In the first stage, the consumer decides how many purchases t...

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Veröffentlicht in:Journal of public economics 1995, Vol.56 (1), p.1-30
Hauptverfasser: Hausman, Jerry A., Leonard, Gregory K., McFadden, Daniel
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Leonard, Gregory K.
McFadden, Daniel
description A two-stage budgeting approach can often be taken when analyzing consumer choice situations. In this paper we examine the particular situation where a consumer makes purchases of a discrete commodity of which there are a number of brands. In the first stage, the consumer decides how many purchases to make; in the second stage, the consumer decides how to allocate these purchases across brands. Our econometric approach to this type of situation uses a utility-consistent, combined discrete choice and count data model. The second stage, which is specified as a multinomial choice model, produces a price index for the commodity which is used to estimate the first stage, which is specified as a count data model. We apply the model to recreational demand behavior in Alaska in order to estimate the welfare losses suffered by recreational users due to the Exxon Valdez oil spill. These results may provide useful input to government agencies attempting to estimate the appropriate level of taxes, fines, or regulations for deterring damage to the environment.
doi_str_mv 10.1016/0047-2727(93)01415-7
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ispartof Journal of public economics, 1995, Vol.56 (1), p.1-30
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source RePEc; Worldwide Political Science Abstracts; ScienceDirect Journals (5 years ago - present)
subjects Alaska
CHOICE, IN ANY CONTEXT
Choices
Consumer behaviour
Count data model
Data models
Decision models
Demand
Discrete choice model
Econometrics
Economic models
ENVIRONMENT
Environmental degradation
NATURAL RESOURCES
Pollution
Public economics
Public policy
Recreation
Recreational demand
REGULATION & REGULATORY POLICY
TAXING, TAXATION
Two-stage budgeting
U.S.A
title A utility-consistent, combined discrete choice and count data model Assessing recreational use losses due to natural resource damage
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