IDEAS home Printed from https://ideas.repec.org/a/eee/transa/v116y2018icp456-467.html
   My bibliography  Save this article

Daily (im)mobility behaviours in France: An application of hurdle models

Author

Listed:
  • Bayart, Caroline
  • Bonnel, Patrick
  • Havet, Nathalie

Abstract

Our approach consists in improving the characterisation of the determinants of reported mobility without eliminating individuals who made no trip during the reference period. Sociodemographic factors that influence the decision to be mobile (vs. not making a trip) are not necessarily the same as those that influence the intensity of mobility among mobile individuals. This paper contains an assessment of hurdle models in comparison to simpler regression models. For two-part decision econometric models (hurdle and type II models), we focus on the factors influencing, firstly, the decision to travel, and secondly, the level of mobility. We consider the number of trips and the daily distance budget stated by respondents to the household travel survey which was conducted by phone in the Rhône-Alpes region between 2012 and 2015. The aim is to improve our understanding of the determinants of immobility and to estimate a function that links daily mobility level to socioeconomic characteristics given that a significant proportion of the survey population (9%) reported making no trip.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:transa:v:116:y:2018:i:c:p:456-467
    DOI: 10.1016/j.tra.2018.07.003
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0965856417314052
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tra.2018.07.003?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. Jan Rouwendal, 2004. "Search Theory and Commuting Behavior," Growth and Change, Wiley Blackwell, vol. 35(3), pages 391-418, September.
    2. Bresson, Georges & Dargay, Joyce & Madre, Jean-Loup & Pirotte, Alain, 2003. "The main determinants of the demand for public transport: a comparative analysis of England and France using shrinkage estimators," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(7), pages 605-627, August.
    3. Prashker, Joseph & Shiftan, Yoram & Hershkovitch-Sarusi, Pazit, 2008. "Residential choice location, gender and the commute trip to work in Tel Aviv," Journal of Transport Geography, Elsevier, vol. 16(5), pages 332-341.
    4. 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.
    5. Mullahy, John, 1986. "Specification and testing of some modified count data models," Journal of Econometrics, Elsevier, vol. 33(3), pages 341-365, December.
    6. Sonja Haustein & Anu Siren, 2015. "Older People's Mobility: Segments, Factors, Trends," Transport Reviews, Taylor & Francis Journals, vol. 35(4), pages 466-487, July.
    7. Chinh Ho & Corinne Mulley, 2015. "Intra-household interactions in transport research: a review," Transport Reviews, Taylor & Francis Journals, vol. 35(1), pages 33-55, January.
    8. Caroline Bayart & Patrick Bonnel, 2012. "Combining web and face-to-face in travel surveys: comparability challenges?," Transportation, Springer, vol. 39(6), pages 1147-1171, November.
    9. 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.
    10. 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.
    11. Figueroa, Maria J. & Nielsen, Thomas A. Sick & Siren, Anu, 2014. "Comparing urban form correlations of the travel patterns of older and younger adults," Transport Policy, Elsevier, vol. 35(C), pages 10-20.
    12. Jean-Loup Madre & Kay Axhausen & Werner Brög, 2007. "Immobility in travel diary surveys," Transportation, Springer, vol. 34(1), pages 107-128, January.
    13. Jahanshahi, Kaveh & Jin, Ying & Williams, Ian, 2015. "Direct and indirect influences on employed adults’ travel in the UK: New insights from the National Travel Survey data 2002–2010," Transportation Research Part A: Policy and Practice, Elsevier, vol. 80(C), pages 288-306.
    14. 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.
    15. G Giuliano, 1989. "Research Policy and Review 27. New Directions for Understanding Transportation and Land Use," Environment and Planning A, , vol. 21(2), pages 145-159, February.
    16. William Fonta & H. Ichoku & Jane Kabubo-Mariara, 2010. "The effect of protest zeros on estimates of willingness to pay in healthcare contingent valuation analysis," Applied Health Economics and Health Policy, Springer, vol. 8(4), pages 225-237, July.
    17. 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.
    18. Giuliano, Genevieve, 1989. "New Directions for Understanding Transportation and Land Use," University of California Transportation Center, Working Papers qt72f0362d, University of California Transportation Center.
    19. Amemiya, Takeshi, 1984. "Tobit models: A survey," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 3-61.
    20. Cam Donaldson & Andrew Jones & Tracy Mapp & Jan Abel Olson, 1998. "Limited dependent variables in willingness to pay studies: applications in health care," Applied Economics, Taylor & Francis Journals, vol. 30(5), pages 667-677.
    21. Lucas, Karen, 2012. "Transport and social exclusion: Where are we now?," Transport Policy, Elsevier, vol. 20(C), pages 105-113.
    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. Benjamin Motte-Baumvol & Julie Fen-Chong & Olivier Bonin, 2023. "Immobility in a weekly mobility routine: studying the links between mobile and immobile days for employees and retirees," Transportation, Springer, vol. 50(5), pages 1723-1742, October.
    2. Shaila Jamal & Antonio Paez, 2024. "Well-being implications of immobility during COVID-19: evidence from a student sample in Bangladesh using the satisfaction with life scale," Transportation, Springer, vol. 51(5), pages 2019-2049, October.

    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. 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.
    2. Lyu, Seong Ok & Hwang, Jinsoo, 2015. "Are the days of tourist information centers gone? Effects of the ubiquitous information environment," Tourism Management, Elsevier, vol. 48(C), pages 54-63.
    3. Stefan P.T. Groot & Henri L.F. de Groot & Paolo Veneri, 2012. "The Educational Bias in Commuting Patterns: Micro-Evidence for the Netherlands," Tinbergen Institute Discussion Papers 12-080/3, Tinbergen Institute.
    4. 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).
    5. Regner, Tobias, 2014. "Social preferences? Google Answers!," Games and Economic Behavior, Elsevier, vol. 85(C), pages 188-209.
    6. Massimiliano Bratti & Alfonso Miranda, 2010. "Endogenous Treatment Effects for Count Data Models with Sample Selection or Endogenous Participation," DoQSS Working Papers 10-05, Quantitative Social Science - UCL Social Research Institute, University College London, revised 10 Dec 2010.
    7. Goic, Marcel & Rojas, Andrea & Saavedra, Ignacio, 2021. "The Effectiveness of Triggered Email Marketing in Addressing Browse Abandonments," Journal of Interactive Marketing, Elsevier, vol. 55(C), pages 118-145.
    8. Chrispin Sunganani Kaphaika & Samson Pilanazo Katengeza & Innocent Pangapanga-Phiri & Madalitso Happy Chambukira, 2023. "More Interventions, Low Adoption: To What Extent Are the Existing Seed Sources to Blame? The Case of Orange Fleshed Sweet Potato in Central and Northern Malawi," Sustainability, MDPI, vol. 15(19), pages 1-20, September.
    9. Yoo, Seung-Hoon & Yang, Chang-Young, 2000. "Dealing with bottled water expenditures data with zero observations: a semiparametric specification," Economics Letters, Elsevier, vol. 66(2), pages 151-157, February.
    10. 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.
    11. Sirchenko Andrei, 2012. "A model for ordinal responses with an application to policy interest rate," EERC Working Paper Series 12/13e, EERC Research Network, Russia and CIS.
    12. Haddak, Mohamed Mouloud & Lefèvre, Marie & Havet, Nathalie, 2016. "Willingness-to-pay for road safety improvement," Transportation Research Part A: Policy and Practice, Elsevier, vol. 87(C), pages 1-10.
    13. 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.
    14. Juan Gabriel Brida & Marta Disegna & Raffaele Scuderi, 2013. "Visitors to Two Types of Museums: Do Expenditure Patterns Differ?," Tourism Economics, , vol. 19(5), pages 1027-1047, October.
    15. Mark N. Harris & Xueyan Zhao, 2004. "Modelling Tobacco Consumption with a Zero-Inflated Ordered Probit Model," Monash Econometrics and Business Statistics Working Papers 14/04, Monash University, Department of Econometrics and Business Statistics.
    16. Seung-Hoon Yoo & Seung-Jun Kwak & Tai-Yoo Kim, 2001. "Modelling willingness to pay responses from dichotomous choice contingent valuation surveys with zero observations," Applied Economics, Taylor & Francis Journals, vol. 33(4), pages 523-529.
    17. Carson, Richard T. & Louviere, Jordan J., 2014. "Statistical properties of consideration sets," Journal of choice modelling, Elsevier, vol. 13(C), pages 37-48.
    18. John Mullahy, 1998. "Much Ado About Two: Reconsidering Retransformation and the Two-Part Model in Health Economics," NBER Technical Working Papers 0228, National Bureau of Economic Research, Inc.
    19. Harris, Mark N. & Zhao, Xueyan, 2007. "A zero-inflated ordered probit model, with an application to modelling tobacco consumption," Journal of Econometrics, Elsevier, vol. 141(2), pages 1073-1099, December.
    20. Ngouhouo Poufoun, Jonas & Abildtrup, Jens & Sonwa, Dénis Jean & Delacote, Philippe, 2016. "The value of endangered forest elephants to local communities in a transboundary conservation landscape," Ecological Economics, Elsevier, vol. 126(C), pages 70-86.

    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:transa:v:116:y:2018:i:c:p:456-467. 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/547/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.