Skip to main content
Top
Published 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

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

Published in: Transportation | Issue 3/2010

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

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.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Appendix
Available only for authorised users
Footnotes
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).
 
Literature
go back to reference Ahn, J., Jeong, G., Kim, Y.: A forecast of household ownership and use of alternative fuel vehicles: a multiple discrete-continuous choice approach. Energy Econ. 30(5), 2091–2104 (2008)CrossRef Ahn, J., Jeong, G., Kim, Y.: A forecast of household ownership and use of alternative fuel vehicles: a multiple discrete-continuous choice approach. Energy Econ. 30(5), 2091–2104 (2008)CrossRef
go back to reference Anas, A.: A unified theory of consumption, travel, and trip chaining. J. Urban Econ. 62(2), 162–186 (2007)CrossRef Anas, A.: A unified theory of consumption, travel, and trip chaining. J. Urban Econ. 62(2), 162–186 (2007)CrossRef
go back to reference Austin, D.: Effects of gasoline prices on driving behavior and vehicle markets. Congressional Budget Office, No. 2883, Washington, DC (2008) Austin, D.: Effects of gasoline prices on driving behavior and vehicle markets. Congressional Budget Office, No. 2883, Washington, DC (2008)
go back to reference Bento, A.M., Goulder, L.H., Henry, E., Jacobsen, M.R., von Haefen, R.H.: Distributional and efficiency impacts of gasoline taxes: an econometrically based multi-market study. Am. Econ. Rev. 95(2), 282–287 (2005)CrossRef Bento, A.M., Goulder, L.H., Henry, E., Jacobsen, M.R., von Haefen, R.H.: Distributional and efficiency impacts of gasoline taxes: an econometrically based multi-market study. Am. Econ. Rev. 95(2), 282–287 (2005)CrossRef
go back to reference Bento, A.M., Goulder, L.H., Jacobsen, M.R., von Haefen, R.H.: Distributional and efficiency impacts of increased U.S. gasoline taxes. Am. Econ. Rev. 99(3), 667–699 (2009)CrossRef Bento, A.M., Goulder, L.H., Jacobsen, M.R., von Haefen, R.H.: Distributional and efficiency impacts of increased U.S. gasoline taxes. Am. Econ. Rev. 99(3), 667–699 (2009)CrossRef
go back to reference Bhat, C.R.: A multiple discrete-continuous extreme value model: formulation and application to discretionary time-use decisions. Transp. Res. Part B 39(8), 679–707 (2005)CrossRef Bhat, C.R.: A multiple discrete-continuous extreme value model: formulation and application to discretionary time-use decisions. Transp. Res. Part B 39(8), 679–707 (2005)CrossRef
go back to reference Bhat, C.R.: The multiple discrete-continuous extreme value (MDCEV) model: role of utility function parameters, identification considerations, and model extensions. Transp. Res. Part B 42(3), 274–303 (2008)CrossRef Bhat, C.R.: The multiple discrete-continuous extreme value (MDCEV) model: role of utility function parameters, identification considerations, and model extensions. Transp. Res. Part B 42(3), 274–303 (2008)CrossRef
go back to reference Bhat, C.R., Koppelman, F.S.: Activity-based modeling of travel demand. In: Hall, R.W. (ed.) The Handbook of Transportation Science, pp. 35–61. Kluwer, Norwell (1999) Bhat, C.R., Koppelman, F.S.: Activity-based modeling of travel demand. In: Hall, R.W. (ed.) The Handbook of Transportation Science, pp. 35–61. Kluwer, Norwell (1999)
go back to reference Bhat, C.R., Sen, S.: Household vehicle type holdings and usage: an application of the multiple discrete-continuous extreme value (MDCEV) model. Transp. Res. Part B 40(1), 35–53 (2006)CrossRef Bhat, C.R., Sen, S.: Household vehicle type holdings and usage: an application of the multiple discrete-continuous extreme value (MDCEV) model. Transp. Res. Part B 40(1), 35–53 (2006)CrossRef
go back to reference BLS: Consumer expenditures in 2002. U.S. Department of Labor, Bureau of Labor Statistics, Report 974, Washington, DC (2004) BLS: Consumer expenditures in 2002. U.S. Department of Labor, Bureau of Labor Statistics, Report 974, Washington, DC (2004)
go back to reference Choo, S., Lee, T., Mokhtarian, P.L.: Do transportation and communications tend to be substitutes, complements, or neither? U.S. Consumer Expenditures Perspective, 1984–2002. Transp. Res. Rec. 2010, 121–132 (2007)CrossRef Choo, S., Lee, T., Mokhtarian, P.L.: Do transportation and communications tend to be substitutes, complements, or neither? U.S. Consumer Expenditures Perspective, 1984–2002. Transp. Res. Rec. 2010, 121–132 (2007)CrossRef
go back to reference Di, Z.X., Belsky, E., Liu, X.: Do homeowners achieve more household wealth in the long run? J. Hous. Econ. 16(3–4), 274–290 (2007)CrossRef Di, Z.X., Belsky, E., Liu, X.: Do homeowners achieve more household wealth in the long run? J. Hous. Econ. 16(3–4), 274–290 (2007)CrossRef
go back to reference Dynan, K.E., Skinner, J., Zeldes, S.P.: Do the rich save more? J. Polit. Econ. 112(2), 397–444 (2004)CrossRef Dynan, K.E., Skinner, J., Zeldes, S.P.: Do the rich save more? J. Polit. Econ. 112(2), 397–444 (2004)CrossRef
go back to reference Engel, E.: Die productions- und consumtionsverhaltnisse des konigreichs sachsen. Zeitschrift des Statistischen Bureaus des Koniglich Sachsischen Ministeriums des Innern, Nos. 8 and 9 (1857). Reprinted in Bulletin de l’Institut Internationale de la Statistique, 9 (1895) Engel, E.: Die productions- und consumtionsverhaltnisse des konigreichs sachsen. Zeitschrift des Statistischen Bureaus des Koniglich Sachsischen Ministeriums des Innern, Nos. 8 and 9 (1857). Reprinted in Bulletin de l’Institut Internationale de la Statistique, 9 (1895)
go back to reference Espey, M.: Explaining the variation in elasticity estimates of gasoline demand in the United States: a meta-analysis. Energy J. 17(3), 49–60 (1996) Espey, M.: Explaining the variation in elasticity estimates of gasoline demand in the United States: a meta-analysis. Energy J. 17(3), 49–60 (1996)
go back to reference Feng, Y., Fullerton, D., Gan, L.: Vehicle choices, miles driven, and pollution policies. NBER Working Paper No. 11553. National Bureau of Economic Research, Cambridge (2005) Feng, Y., Fullerton, D., Gan, L.: Vehicle choices, miles driven, and pollution policies. NBER Working Paper No. 11553. National Bureau of Economic Research, Cambridge (2005)
go back to reference Gicheva, D., Hastings, J., Villas-Boas, S.: Revisiting the income effect: gasoline prices and grocery purchases. NBER Working Paper No. 13614, National Bureau of Economic Research, Cambridge (2007) Gicheva, D., Hastings, J., Villas-Boas, S.: Revisiting the income effect: gasoline prices and grocery purchases. NBER Working Paper No. 13614, National Bureau of Economic Research, Cambridge (2007)
go back to reference Huggett, M., Ventura, G.: Understanding why high income households save more than low income households. J. Monet. Econ. 45(2), 361–397 (2000)CrossRef Huggett, M., Ventura, G.: Understanding why high income households save more than low income households. J. Monet. Econ. 45(2), 361–397 (2000)CrossRef
go back to reference Hughes, J.E., Knittel, C.R., Sperling, D.: Evidence of a shift in the short-run price elasticity of gasoline demand. Energy J. 29(1), 93–114 (2006) Hughes, J.E., Knittel, C.R., Sperling, D.: Evidence of a shift in the short-run price elasticity of gasoline demand. Energy J. 29(1), 93–114 (2006)
go back to reference Jones, P.: New approaches to understanding travel behaviour: the human activity approach. In: Hensher, D.A., Stopher, P.R. (eds.) Behavioral Travel Modeling, pp. 55–80. Redwood Burn Ltd., London (1979) Jones, P.: New approaches to understanding travel behaviour: the human activity approach. In: Hensher, D.A., Stopher, P.R. (eds.) Behavioral Travel Modeling, pp. 55–80. Redwood Burn Ltd., London (1979)
go back to reference Jones, P., Koppelman, F.S., Orfeuil, J.P.: Activity analysis: state-of-the-art and future directions. In: Jones, P. (ed.) Developments in Dynamic and Activity-Based Approaches to Travel Analysis, pp. 34–55. Gower Publishing Co, Aldershot (1990) Jones, P., Koppelman, F.S., Orfeuil, J.P.: Activity analysis: state-of-the-art and future directions. In: Jones, P. (ed.) Developments in Dynamic and Activity-Based Approaches to Travel Analysis, pp. 34–55. Gower Publishing Co, Aldershot (1990)
go back to reference Li, S., von Haefen, R., Timmins, C.: How do gasoline prices affect fleet fuel economy? NBER Working Paper No. 14450, National Bureau of Economic Research, Cambridge (2008) Li, S., von Haefen, R., Timmins, C.: How do gasoline prices affect fleet fuel economy? NBER Working Paper No. 14450, National Bureau of Economic Research, Cambridge (2008)
go back to reference Li, Z., Rose, J.M., Hensher, D.A.: Forecasting automobile petrol demand in Australia: an evaluation of empirical models. Transp. Res. Part A 44(1), 16–38 (2010) Li, Z., Rose, J.M., Hensher, D.A.: Forecasting automobile petrol demand in Australia: an evaluation of empirical models. Transp. Res. Part A 44(1), 16–38 (2010)
go back to reference Moriarty, P.: Household travel time and money expenditures. Road Transp. Res. J. Aust. N. Z. Res. Pract. 11(4), 14–23 (2002) Moriarty, P.: Household travel time and money expenditures. Road Transp. Res. J. Aust. N. Z. Res. Pract. 11(4), 14–23 (2002)
go back to reference Nicholson, A.J., Lim, Y.H.: Household expenditure on transport in New Zealand. Aust. Road Res. 17(1), 28–39 (1987) Nicholson, A.J., Lim, Y.H.: Household expenditure on transport in New Zealand. Aust. Road Res. 17(1), 28–39 (1987)
go back to reference Nicol, C.: Elasticities of demand for gasoline in Canada and the United States. Energy Econ. 25(2), 201–214 (2003)CrossRef Nicol, C.: Elasticities of demand for gasoline in Canada and the United States. Energy Econ. 25(2), 201–214 (2003)CrossRef
go back to reference Oi, W.Y., Shuldiner, P.Q.: An Analysis of Urban Travel Demands. Northwestern University Press, Evanston (1962) Oi, W.Y., Shuldiner, P.Q.: An Analysis of Urban Travel Demands. Northwestern University Press, Evanston (1962)
go back to reference Oladosu, G.: An almost ideal demand system model of household vehicle fuel expenditure allocation in the United States. Energy J. 24(1), 1–21 (2003) Oladosu, G.: An almost ideal demand system model of household vehicle fuel expenditure allocation in the United States. Energy J. 24(1), 1–21 (2003)
go back to reference Olvera, L.D., Plat, D., Pochet, P.: Household transport expenditure in sub-saharan African cities: measurement and analysis. J. Transp. Geogr. 16(1), 1–13 (2008)CrossRef Olvera, L.D., Plat, D., Pochet, P.: Household transport expenditure in sub-saharan African cities: measurement and analysis. J. Transp. Geogr. 16(1), 1–13 (2008)CrossRef
go back to reference Paulin, G.D.: A comparison of consumer expenditures by housing tenure. J. Consum. Aff. 29(1), 164–198 (1995)CrossRef Paulin, G.D.: A comparison of consumer expenditures by housing tenure. J. Consum. Aff. 29(1), 164–198 (1995)CrossRef
go back to reference Pendyala, R.M.: Travel trends and conditions in an era of high gas prices. Presentation at the gas price summit, Arizona House of Representatives, Phoenix, AZ, 24 June 2008 Pendyala, R.M.: Travel trends and conditions in an era of high gas prices. Presentation at the gas price summit, Arizona House of Representatives, Phoenix, AZ, 24 June 2008
go back to reference Pendyala, R.M., Goulias, K.G.: Time use and activity perspectives in travel behavior research. Transportation 29(1), 1–4 (2002)CrossRef Pendyala, R.M., Goulias, K.G.: Time use and activity perspectives in travel behavior research. Transportation 29(1), 1–4 (2002)CrossRef
go back to reference Peterson, J.: The Economic Effects of Recent Increases in Energy Prices. Congressional Budget Office, No. 2835, Washington, DC (2006) Peterson, J.: The Economic Effects of Recent Increases in Energy Prices. Congressional Budget Office, No. 2835, Washington, DC (2006)
go back to reference Pinjari, A.R., Bhat, C.R.: A multiple discrete-continuous nested extreme value (MDCNEV) model: formulation and application to non-worker activity time-use and timing behavior on weekdays. Transp. Res. Part B. 44(4), 562–583 (2010)CrossRef Pinjari, A.R., Bhat, C.R.: A multiple discrete-continuous nested extreme value (MDCNEV) model: formulation and application to non-worker activity time-use and timing behavior on weekdays. Transp. Res. Part B. 44(4), 562–583 (2010)CrossRef
go back to reference Prais, S.J., Houthakker, H.S.: The analysis of family budgets. Second edition (1971). Cambridge University Press, Cambridge (1955) Prais, S.J., Houthakker, H.S.: The analysis of family budgets. Second edition (1971). Cambridge University Press, Cambridge (1955)
go back to reference Puller, S.L., Greening, L.A.: Household adjustment to gasoline price change: an analysis using 9 years of US survey data. Energy Econ. 21(1), 37–52 (1999)CrossRef Puller, S.L., Greening, L.A.: Household adjustment to gasoline price change: an analysis using 9 years of US survey data. Energy Econ. 21(1), 37–52 (1999)CrossRef
go back to reference Sanchez, T.W., Makarewicz, C., Hasa, P.M., Dawkins, C.J.: Transportation costs, inequities, and trade-offs. Presented at the 85th annual meeting of the Transportation Research Board, Washington, DC, 2006 Sanchez, T.W., Makarewicz, C., Hasa, P.M., Dawkins, C.J.: Transportation costs, inequities, and trade-offs. Presented at the 85th annual meeting of the Transportation Research Board, Washington, DC, 2006
go back to reference Small, K.A., Van Dender, K.: Fuel efficiency and motor vehicle travel: the declining rebound effect. Energy J. 28(1), 25–51 (2007) Small, K.A., Van Dender, K.: Fuel efficiency and motor vehicle travel: the declining rebound effect. Energy J. 28(1), 25–51 (2007)
go back to reference Thakuriah, P., Liao, Y.: An analysis of variations in vehicle-ownership expenditures. Transp. Res. Rec. 1926, 1–9 (2005)CrossRef Thakuriah, P., Liao, Y.: An analysis of variations in vehicle-ownership expenditures. Transp. Res. Rec. 1926, 1–9 (2005)CrossRef
go back to reference Thakuriah, P., Liao, Y.: Transportation expenditures and ability to pay: evidence from consumer expenditure survey. Transp. Res. Rec. 1985, 257–265 (2006)CrossRef Thakuriah, P., Liao, Y.: Transportation expenditures and ability to pay: evidence from consumer expenditure survey. Transp. Res. Rec. 1985, 257–265 (2006)CrossRef
Metadata
Title
A comprehensive analysis of household transportation expenditures relative to other goods and services: an application to United States consumer expenditure data
Authors
Nazneen Ferdous
Abdul Rawoof Pinjari
Chandra R. Bhat
Ram M. Pendyala
Publication date
01-05-2010
Publisher
Springer US
Published in
Transportation / Issue 3/2010
Print ISSN: 0049-4488
Electronic ISSN: 1572-9435
DOI
https://doi.org/10.1007/s11116-010-9264-2

Other articles of this Issue 3/2010

Transportation 3/2010 Go to the issue

Premium Partner