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Erschienen in: Transportation 3/2010

01.05.2010

A comprehensive analysis of household transportation expenditures relative to other goods and services: an application to United States consumer expenditure data

verfasst von: Nazneen Ferdous, Abdul Rawoof Pinjari, Chandra R. Bhat, Ram M. Pendyala

Erschienen in: Transportation | Ausgabe 3/2010

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Abstract

This paper proposes a multiple discrete continuous nested extreme value (MDCNEV) model to analyze household expenditures for transportation-related items in relation to a host of other consumption categories. The model system presented in this paper is capable of providing a comprehensive assessment of how household consumption patterns (including savings) would be impacted by increases in fuel prices or any other household expense. The MDCNEV model presented in this paper is estimated on disaggregate consumption data from the 2002 Consumer Expenditure Survey data of the United States. Model estimation results show that a host of household and personal socio-economic, demographic, and location variables affect the proportion of monetary resources that households allocate to various consumption categories. Sensitivity analysis conducted using the model demonstrates the applicability of the model for quantifying consumption adjustment patterns in response to rising fuel prices. It is found that households adjust their food consumption, vehicular purchases, and savings rates in the short run. In the long term, adjustments are also made to housing choices (expenses), calling for the need to ensure that fuel price effects are adequately reflected in integrated microsimulation models of land use and travel.

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Fußnoten
1
Note that the CEX data, while extensive in many ways, also collects expenditures in quarterly periods. In the current analysis, we used CEX estimates that translate these quarterly estimates into annual expenditures. Several assumptions are made in this conversion, and a description of these is beyond the scope of this paper. The reader is referred to BLS (2003) for the CEX survey documentation. By using annual expenditures, we are considering an annual time horizon for capturing expenditure pattern choices rather than smaller periods of time. However, by doing so, we are also ignoring seasonal variations in expenditure patterns (for example, more proportion of expenditure on clothing/apparel than in other categories during the holiday season). Also, the CEX survey does not collect location information on household residences or activity participation locations (i.e., locations where the actual spending take place). Hence, expenditures cannot be related to location characteristics, sales information, etc.
 
2
As in any choice modeling exercise, it is only necessary that the dependent variable (in our case, the expenditure amounts on various consumption categories) distribution in the sample be representative of the dependent variable distribution in the population for the usual maximum likelihood estimation approach (the so called exogenous sample maximum likelihood or ESML approach) to provide consistent estimates.
 
3
The terms “consumption” and “expenditure” are used interchangeably in this paper, as are the terms “category” and “alternative”.
 
4
For notational simplicity, a subscript for decision-makers (or households) is not included. The coefficient vector β captures the impact of z k on the baseline utility.
 
5
This error structure assumes that the nests are mutually exclusive and exhaustive (i.e., each alternative can belong to only one nest and all alternatives are allocated to one of the S K nests).
 
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Metadaten
Titel
A comprehensive analysis of household transportation expenditures relative to other goods and services: an application to United States consumer expenditure data
verfasst von
Nazneen Ferdous
Abdul Rawoof Pinjari
Chandra R. Bhat
Ram M. Pendyala
Publikationsdatum
01.05.2010
Verlag
Springer US
Erschienen in
Transportation / Ausgabe 3/2010
Print ISSN: 0049-4488
Elektronische ISSN: 1572-9435
DOI
https://doi.org/10.1007/s11116-010-9264-2

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