IDEAS home Printed from https://ideas.repec.org/a/eee/trapol/v47y2016icp84-93.html
   My bibliography  Save this article

An application of the double hurdle model to petrol and diesel household expenditures in Ireland

Author

Listed:
  • Eakins, John

Abstract

The objective of this study is to examine the determinants of household petrol and diesel expenditures using a large micro data set of Irish households. This research is timely given the switch in purchases from petrol cars to diesel cars arising out of changes in how vehicle registration tax and motor tax rates are calculated. The study finds that households living in urban areas, households that spend money on public transport and households that do not possess a car will spend less on both petrol and diesel. In contrast, households in possession of higher number of cars, households with more occupants working and households with higher levels of household spending will spend more on petrol and diesel. The econometric methodology employed takes into account the fact that the dependent variable contains zero expenditures. Such an approach has never previously been applied to analyse Irish household transport use and provides interesting insights. In particular the effect that the explanatory variables have on participation in the market is quite different for petrol and diesel. For example, the model predicts a much larger increase in the probability that households will spend in the diesel market relative to the petrol market as income increases. The results have implications for the design of tax policy in the transport sector as the Irish economy recovers and average household income increases.

Suggested Citation

  • Eakins, John, 2016. "An application of the double hurdle model to petrol and diesel household expenditures in Ireland," Transport Policy, Elsevier, vol. 47(C), pages 84-93.
  • Handle: RePEc:eee:trapol:v:47:y:2016:i:c:p:84-93
    DOI: 10.1016/j.tranpol.2016.01.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0967070X1630004X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tranpol.2016.01.005?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Xavier Labandeira & José M. Labeaga & Miguel Rodríguez, 2006. "A Residential Energy Demand System for Spain," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 87-112.
    2. Richard Blundell & John Ham & Costas Meghir, 1989. "Unemployment and Female Labour Supply," Palgrave Macmillan Books, in: Joan Muysken & Chris Neubourg (ed.), Unemployment in Europe, chapter 1, pages 9-36, Palgrave Macmillan.
    3. Yen, Steven T. & Su, Shew-Jiuan, 1995. "Modeling U.S. Butter Consumption With Zero Observations," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 24(1), pages 1-9, April.
    4. David Aristei & Luca Pieroni, 2008. "A double-hurdle approach to modelling tobacco consumption in Italy," Applied Economics, Taylor & Francis Journals, vol. 40(19), pages 2463-2476.
    5. Steven T. Yen & Andrew M. Jones, 1997. "Household Consumption of Cheese: An Inverse Hyperbolic Sine Double-Hurdle Model with Dependent Errors," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(1), pages 246-251.
    6. Hugh Hennessy & Richard S. J. Tol, 2011. "The Impact of Government Policy on Private Car Ownership in Ireland," The Economic and Social Review, Economic and Social Studies, vol. 42(2), pages 135-157.
    7. Garcia, Jaume & Labeaga, Jose M, 1996. "Alternative Approaches to Modelling Zero Expenditure: An Application to Spanish Demand for Tobacco," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(3), pages 489-506, August.
    8. Nicola Commins & Anne Nolan, 2010. "Car Ownership and Mode of Transport to Work in Ireland," The Economic and Social Review, Economic and Social Studies, vol. 41(1), pages 43-75.
    9. West, Sarah E. & Williams, R.C.Roberton III, 2004. "Estimates from a consumer demand system: implications for the incidence of environmental taxes," Journal of Environmental Economics and Management, Elsevier, vol. 47(3), pages 535-558, May.
    10. Nolan, Anne, 2010. "A dynamic analysis of household car ownership," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(6), pages 446-455, July.
    11. Nolan, Anne, 2002. "The Determinants of Urban Households' Transport Decisions: A Microeconometric Study using Irish Data," Royal Economic Society Annual Conference 2002 150, Royal Economic Society.
    12. Nicol, C. J., 2003. "Elasticities of demand for gasoline in Canada and the United States," Energy Economics, Elsevier, vol. 25(2), pages 201-214, March.
    13. Jones, Andrew M, 1992. "A Note on Computation of the Double-Hurdle Model with Dependence with an Application to Tobacco Expenditure," Bulletin of Economic Research, Wiley Blackwell, vol. 44(1), pages 67-74, January.
    14. Asensio, Javier & Matas, Anna & Raymond, Jose-Luis, 2003. "Petrol expenditure and redistributive effects of its taxation in Spain," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(1), pages 49-69, January.
    15. James Carroll & Siobhan McCarthy & Carol Newman, 2005. "An Econometric Analysis of Charitable Donations in the Republic of Ireland," The Economic and Social Review, Economic and Social Studies, vol. 36(3), pages 229-249.
    16. Fred Mannering & Clifford Winston, 1985. "A Dynamic Empirical Analysis of Household Vehicle Ownership and Utilization," RAND Journal of Economics, The RAND Corporation, vol. 16(2), pages 215-236, Summer.
    17. Rogan, Fionn & Dennehy, Emer & Daly, Hannah & Howley, Martin & Ó Gallachóir, Brian P., 2011. "Impacts of an emission based private car taxation policy - First year ex-post analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(7), pages 583-597, August.
    18. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    19. Carol Newman & Maeve Henchion & Alan Matthews, 2003. "A double-hurdle model of Irish household expenditure on prepared meals," Applied Economics, Taylor & Francis Journals, vol. 35(9), pages 1053-1061.
    20. Yen, Steven T. & Su, Shew-Jiuan, 1995. "Modeling U.S. Butter Consumption with Zero Observations," Agricultural and Resource Economics Review, Cambridge University Press, vol. 24(1), pages 47-55, April.
    21. Olof Johansson-Stenman, 2002. "Estimating individual driving distance by car and public transport use in Sweden," Applied Economics, Taylor & Francis Journals, vol. 34(8), pages 959-967.
    22. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
    23. McDonald, John F & Moffitt, Robert A, 1980. "The Uses of Tobit Analysis," The Review of Economics and Statistics, MIT Press, vol. 62(2), pages 318-321, May.
    24. Seval Mutlu & Azucena Gracia, 2006. "Spanish food expenditure away from home (FAFH): by type of meal," Applied Economics, Taylor & Francis Journals, vol. 38(9), pages 1037-1047.
    25. Carol Newman & Maeve Henchion, 2001. "Infrequency of purchase and double-hurdle models of Irish households' meat expenditure," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 28(4), pages 393-420, December.
    26. Adonis Yatchew & Joungyeo Angela No, 2001. "Household Gasoline Demand in Canada," Econometrica, Econometric Society, vol. 69(6), pages 1697-1709, November.
    27. Blundell, Richard & Meghir, Costas, 1987. "Bivariate alternatives to the Tobit model," Journal of Econometrics, Elsevier, vol. 34(1-2), pages 179-200.
    28. Frank Crowley & John Eakins & Declan Jordan, 2012. "Participation,Expenditure and Regressivity in the Irish Lottery:Evidence from Irish Household Budget Survey 2004/2005," The Economic and Social Review, Economic and Social Studies, vol. 43(2), pages 199-225.
    29. James Banks & Richard Blundell & Arthur Lewbel, 1997. "Quadratic Engel Curves And Consumer Demand," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 527-539, November.
    30. Yen, Steven & Su, Shew-Jiuan, 1995. "Modeling U.S. Butter Consumption with Zero Observations," Staff General Research Papers Archive 863, Iowa State University, Department of Economics.
    31. Michelle Harding, 2014. "The Diesel Differential: Differences in the Tax Treatment of Gasoline and Diesel for Road Use," OECD Taxation Working Papers 21, OECD Publishing.
    32. Jones, Andrew M, 1989. "A Double-Hurdle Model of Cigarette Consumption," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 4(1), pages 23-39, Jan.-Mar..
    33. Steven T. Yen & Helen H. Jensen, 1995. "Determinants of Household Expenditures on Alcohol," Center for Agricultural and Rural Development (CARD) Publications 95-wp144, Center for Agricultural and Rural Development (CARD) at Iowa State University.
    34. Zia Wadud & Daniel J. Graham & Robert B. Noland, 2010. "Gasoline Demand with Heterogeneity in Household Responses," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 47-74.
    35. Sebastiano Manzan & Dawit Zerom, 2010. "A Semiparametric Analysis of Gasoline Demand in the United States Reexamining The Impact of Price," Econometric Reviews, Taylor & Francis Journals, vol. 29(4), pages 439-468.
    36. Kayser, Hilke A., 2000. "Gasoline demand and car choice: estimating gasoline demand using household information," Energy Economics, Elsevier, vol. 22(3), pages 331-348, June.
    37. De Jong, G. C., 1990. "An indirect utility model of car ownership and private car use," European Economic Review, Elsevier, vol. 34(5), pages 971-985, July.
    38. Brad R. Humphreys & Yang Seung Lee & Brian P. Soebbing, 2010. "Consumer behaviour in lottery: the double hurdle approach and zeros in gambling survey data," International Gambling Studies, Taylor & Francis Journals, vol. 10(2), pages 165-176, August.
    39. Deaton, Angus S & Muellbauer, John, 1980. "An Almost Ideal Demand System," American Economic Review, American Economic Association, vol. 70(3), pages 312-326, June.
    40. Richard Schmalensee & Thomas M. Stoker, 1999. "Household Gasoline Demand in the United States," Econometrica, Econometric Society, vol. 67(3), pages 645-662, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Joseph I. Uduji & Elda N. Okolo-Obasi & Simplice A. Asongu, 2019. "Electronic wallet technology and the enabling environment of smallholder farmers in Nigeria," Research Africa Network Working Papers 19/041, Research Africa Network (RAN).
    2. Matteo M. Galizzi & Krystal W. Lau & Marisa Miraldo & Katharina Hauck, 2022. "Bandwagoning, free‐riding and heterogeneity in influenza vaccine decisions: An online experiment," Health Economics, John Wiley & Sons, Ltd., vol. 31(4), pages 614-646, April.
    3. Samuel Sebsibie & Workineh Asmare & Tessema Endalkachew, 2015. "Agricultural Technology Adoption and Rural Poverty: a Study on Smallholders in Amhara Regional State, Ethiopia," Ethiopian Journal of Economics, Ethiopian Economics Association, vol. 23(2), December.
    4. Sikhulumile Sinyolo & Maxwell Mudhara & Edilegnaw Wale, 2016. "The Impact of Social Grants on the Propensity and Level of Use of Inorganic Fertiliser among Smallholders in Kwazulu-Natal, South Africa," Agrekon, Taylor & Francis Journals, vol. 55(4), pages 436-457, October.
    5. Rossella Bardazzi & Maria Grazia Pazienza & Maria Eugenia Sanin, 2021. "Life-cycle Characteristics and Energy Practices in Developing Countries: the Case of Mexico," Working Papers - Economics wp2021_11.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
    6. Broadstock, David C. & Li, Jiajia & Zhang, Dayong, 2016. "Efficiency snakes and energy ladders: A (meta-)frontier demand analysis of electricity consumption efficiency in Chinese households," Energy Policy, Elsevier, vol. 91(C), pages 383-396.
    7. Bukari, Chei & Broermann, Shanaz & Okai, Davidson, 2021. "Energy poverty and health expenditure: Evidence from Ghana," Energy Economics, Elsevier, vol. 103(C).
    8. Guta, Dawit & Zerriffi, Hisham & Baumgartner, Jill & Jain, Abhishek & Mani, Sunil & Jack, Darby & Carter, Ellison & Shen, Guofeng & Orgill-Meyer, Jennifer & Rosenthal, Joshua & Dickinson, Katherine & , 2024. "Moving Beyond Clean Cooking Energy adoption: Using Indian ACCESS panel data to understand solid fuel suspension," Energy Policy, Elsevier, vol. 184(C).
    9. Mandefro Seifu & Jema Haji & Temesgen Keno & Dawit Diriba, 2023. "Determinants of nonfarm livelihood diversification: evidence from farmers in Ilu Abba Bora zone, Southwestern Ethiopia," SN Business & Economics, Springer, vol. 3(8), pages 1-16, August.
    10. Joseph I. Uduji & Elda N. Okolo-Obasi, 2018. "Young Rural Women Participation in the E-Wallet Programme and Usage Intensity of Modern Agricultural Inputs in Nigeria," Working Papers of the African Governance and Development Institute. 18/062, African Governance and Development Institute..
    11. Emine Coruh & Faruk Urak & Abdulbaki Bilgic & Steven T. Yen, 2022. "The role of household demographic factors in shaping transportation spending in Turkey," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 3485-3517, March.
    12. Bayart, Caroline & Bonnel, Patrick & Havet, Nathalie, 2018. "Daily (im)mobility behaviours in France: An application of hurdle models," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 456-467.
    13. Bartolini, Fabio & Brunori, Gianluca & Galli, Francesca, 2016. "Understanding motivations and determinants of direct sale strategy. The case of Tuscany Region," 149th Seminar, October 27-28, 2016, Rennes, France 244896, European Association of Agricultural Economists.
    14. Rong-Chang Jou & Yi-Hao Lu, 2021. "Car/Motorbike Drivers’ Willingness to Use and to Pay for Alcohol Interlock in Taiwan," IJERPH, MDPI, vol. 18(21), pages 1-18, November.
    15. Dadhi Adhikari & Jennifer A. Thacher & Janie M. Chermak & Robert P. Berrens, 2017. "Linking Forest to Faucets in a Distant Municipal Area: Public Support for Forest Restoration and Water Security in Albuquerque, New Mexico," Water Economics and Policy (WEP), World Scientific Publishing Co. Pte. Ltd., vol. 3(01), pages 1-34, January.
    16. Benoît Laine & Alex Van Steenbergen, 2016. "Working Paper 03-16 - The fiscal treatment of company cars in Belgium: effects on car demand, travel behaviour and external costs," Working Papers 1603, Federal Planning Bureau, Belgium.
    17. Rossella Bardazzi & Maria Grazia Pazienza & Maria Eugenia Sanin, 2022. "Energy practices and population cohorts: the case of Mexico," SN Business & Economics, Springer, vol. 2(11), pages 1-22, November.
    18. Joseph I. Uduji & Elda N. Okolo-Obasi, 2018. "Young Rural Women Participation in the E-Wallet Programme and Usage Intensity of Modern Agricultural Inputs in Nigeria," Research Africa Network Working Papers 18/061, Research Africa Network (RAN).
    19. Twerefou, Daniel Kwabena & Abeney, Jacob Opantu, 2020. "Efficiency of household electricity consumption in Ghana," Energy Policy, Elsevier, vol. 144(C).
    20. Rajesh Sharma & Pradeep Kautish & D. Suresh Kumar, 2021. "Assessing Dynamism of Crude Oil Demand in Middle-Income Countries of South Asia: A Panel Data Investigation," Global Business Review, International Management Institute, vol. 22(1), pages 169-183, February.
    21. Jou, Rong-Chang & Kuo, Chung-Wei & Chiu, Yi-Chun, 2022. "Bidding behaviors for international airline seats in short/long distance flights," Transportation Research Part A: Policy and Practice, Elsevier, vol. 163(C), pages 55-79.
    22. Ayaz, Muhammad & Jehan, Noor & Nakonieczny, Joanna & Mentel, Urszula & uz zaman, Qamar, 2022. "Health costs of environmental pollution faced by underground coal miners: Evidence from Balochistan, Pakistan," Resources Policy, Elsevier, vol. 76(C).
    23. Bardazzi, Rossella & Pazienza, Maria Grazia, 2018. "Ageing and private transport fuel expenditure: Do generations matter?," Energy Policy, Elsevier, vol. 117(C), pages 396-405.
    24. Rong-Chang Jou & Li-Wun Syu, 2021. "Drunk Drivers’ Willingness to Use and to Pay for Designated Drivers," Sustainability, MDPI, vol. 13(10), pages 1-23, May.
    25. Ivano D'Antonio, 2015. "Cooperazione e spesa in R&S: evidenze empiriche dalla Community Innovation Survey," STUDI ECONOMICI, FrancoAngeli Editore, vol. 2015(116), pages 90-110.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Frank Crowley & John Eakins & Declan Jordan, 2012. "Participation,Expenditure and Regressivity in the Irish Lottery:Evidence from Irish Household Budget Survey 2004/2005," The Economic and Social Review, Economic and Social Studies, vol. 43(2), pages 199-225.
    2. Rong-Chang Jou & Yi-Hao Lu, 2021. "Car/Motorbike Drivers’ Willingness to Use and to Pay for Alcohol Interlock in Taiwan," IJERPH, MDPI, vol. 18(21), pages 1-18, November.
    3. Bardazzi, Rossella & Pazienza, Maria Grazia, 2018. "Ageing and private transport fuel expenditure: Do generations matter?," Energy Policy, Elsevier, vol. 117(C), pages 396-405.
    4. David Aristei & Federico Perali & Luca Pieroni, 2008. "Cohort, age and time effects in alcohol consumption by Italian households: a double-hurdle approach," Empirical Economics, Springer, vol. 35(1), pages 29-61, August.
    5. Egemen İPEK, 2019. "An Empirical Study on Alcohol Participation and Consumption Decision in Turkey," Sosyoekonomi Journal, Sosyoekonomi Society, issue 27(41).
    6. David Aristei & Luca Pieroni, 2008. "A double-hurdle approach to modelling tobacco consumption in Italy," Applied Economics, Taylor & Francis Journals, vol. 40(19), pages 2463-2476.
    7. Wadud, Zia & Graham, Daniel J. & Noland, Robert B., 2009. "Modelling fuel demand for different socio-economic groups," Applied Energy, Elsevier, vol. 86(12), pages 2740-2749, December.
    8. Richard Mussa, 2013. "Rural--urban differences in parental spending on children's primary education in Malawi," Development Southern Africa, Taylor & Francis Journals, vol. 30(6), pages 789-811, December.
    9. Chen, Haotian & Smyth, Russell & Zhang, Xibin, 2017. "A Bayesian sampling approach to measuring the price responsiveness of gasoline demand using a constrained partially linear model," Energy Economics, Elsevier, vol. 67(C), pages 346-354.
    10. John Eakins, 2013. "The Determinants of Household Car Ownership: Empirical Evidence from the Irish Household Budget Survey," Surrey Energy Economics Centre (SEEC), School of Economics Discussion Papers (SEEDS) 144, Surrey Energy Economics Centre (SEEC), School of Economics, University of Surrey.
    11. Carol Newman & Maeve Henchion & Alan Matthews, 2003. "A double-hurdle model of Irish household expenditure on prepared meals," Applied Economics, Taylor & Francis Journals, vol. 35(9), pages 1053-1061.
    12. David Aristei & Luca Pieroni, 2009. "Addiction, social interactions and gender differences in cigarette consumption," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 36(3), pages 245-272, August.
    13. Federico Perali & David Aristei & Luca Pieroni, 2005. "Cohort analysis of alcohol consumption: a double hurdle approach," CHILD Working Papers wp09_05, CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY.
    14. Liu, Weiwei, 2015. "Gasoline taxes or efficiency standards? A heterogeneous household demand analysis," Energy Policy, Elsevier, vol. 80(C), pages 54-64.
    15. Reneé van Eyden, 2012. "Consumer demand for alcoholic beverages and tobacco in Lesotho: A double-hurdle approach," Working Papers 315, Economic Research Southern Africa.
    16. Peter Z. Schochet, 2013. "A Statistical Model for Misreported Binary Outcomes in Clustered RCTs of Education Interventions," Journal of Educational and Behavioral Statistics, , vol. 38(5), pages 470-498, October.
    17. Feng Zhang & Chung L. Huang & Biing-Hwan Lin & James E. Epperson, 2008. "Modeling fresh organic produce consumption with scanner data: a generalized double hurdle model approach," Agribusiness, John Wiley & Sons, Ltd., vol. 24(4), pages 510-522.
    18. Zhang, Feng & Huang, Chung L. & Lin, Biing-Hwan, 2006. "Modeling Fresh Organic Produce Consumption: A Generalized Double-Hurdle Model Approach," 2006 Annual Meeting, February 5-8, 2006, Orlando, Florida 35435, Southern Agricultural Economics Association.
    19. Tiezzi, Silvia & Verde, Stefano F., 2016. "Differential demand response to gasoline taxes and gasoline prices in the U.S," Resource and Energy Economics, Elsevier, vol. 44(C), pages 71-91.
    20. Martinez-Espineira, Roberto, 2006. "A Box-Cox Double-Hurdle model of wildlife valuation: The citizen's perspective," Ecological Economics, Elsevier, vol. 58(1), pages 192-208, June.

    More about this item

    Keywords

    Household transport demand; Petrol; Diesel; Double hurdle model; Income elasticities;
    All these keywords.

    JEL classification:

    • C34 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Truncated and Censored Models; Switching Regression Models
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • Q41 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Demand and Supply; Prices

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:trapol:v:47:y:2016:i:c:p:84-93. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/30473/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.