IDEAS home Printed from https://ideas.repec.org/a/eee/jotrge/v68y2018icp78-93.html
   My bibliography  Save this article

Commuting behavior in emerging urban areas: Findings of a revealed-preferences and stated-intentions survey in Cluj-Napoca, Romania

Author

Listed:
  • Toşa, Cristian
  • Sato, Hitomi
  • Morikawa, Takayuki
  • Miwa, Tomio

Abstract

As an emerging Eastern European country, Romania has demonstrated continuous economic development since the change in its political system in 1989. This has led to increased car ownership and extensive car usage in the country as well as rapid and uncontrolled land usage and expansion of urban areas. The proposed study aims at determining individual and alternative-specific variables that influence citizens' choice of the transportation mode for commuting trips. Data used in the proposed analysis were obtained by means of a computer-assisted telephonic interview survey conducted in the metropolitan area of Cluj-Napoca in July 2015. The one-time retrospective survey assumed an alternative ticketing policy for public transport, and subsequently, a methodology for simultaneously evaluating revealed-preference and stated-intentions mode choices was adopted to evaluate the willingness of commuters to adopt such a policy. As no such study had previously been performed in Romania, this work serves to fill a void in available literature by revealing the role of demographic, socioeconomic, and attitudinal characteristics along with transport supply and built environment in explaining commuting patterns in the country. As age influences the desires and priorities concerning travel behavior, the proposed study sheds light on how generational differences serve to influence urban transport towards sustainability through non-coercive interventions in post-communist transitional societies.

Suggested Citation

  • Toşa, Cristian & Sato, Hitomi & Morikawa, Takayuki & Miwa, Tomio, 2018. "Commuting behavior in emerging urban areas: Findings of a revealed-preferences and stated-intentions survey in Cluj-Napoca, Romania," Journal of Transport Geography, Elsevier, vol. 68(C), pages 78-93.
  • Handle: RePEc:eee:jotrge:v:68:y:2018:i:c:p:78-93
    DOI: 10.1016/j.jtrangeo.2018.02.011
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0966692316301417
    Download Restriction: no

    File URL: https://libkey.io/10.1016/j.jtrangeo.2018.02.011?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
    ---><---

    References listed on IDEAS

    as
    1. Siiri Silm & Rein Ahas & Mari Nuga, 2013. "Gender Differences in Space—Time Mobility Patterns in a Postcommunist City: A Case Study Based on Mobile Positioning in the Suburbs of Tallinn," Environment and Planning B, , vol. 40(5), pages 814-828, October.
    2. Hausman, Jerry A & Wise, David A, 1978. "A Conditional Probit Model for Qualitative Choice: Discrete Decisions Recognizing Interdependence and Heterogeneous Preferences," Econometrica, Econometric Society, vol. 46(2), pages 403-426, March.
    3. Hensher, David A., 2010. "Hypothetical bias, choice experiments and willingness to pay," Transportation Research Part B: Methodological, Elsevier, vol. 44(6), pages 735-752, July.
    4. Reid Ewing & Robert Cervero, 2010. "Travel and the Built Environment," Journal of the American Planning Association, Taylor & Francis Journals, vol. 76(3), pages 265-294.
    5. Redman, Lauren & Friman, Margareta & Gärling, Tommy & Hartig, Terry, 2013. "Quality attributes of public transport that attract car users: A research review," Transport Policy, Elsevier, vol. 25(C), pages 119-127.
    6. 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.
    7. Tiit Tammaru, 2005. "Suburbanisation, Employment Change, and Commuting in the Tallinn Metropolitan Area," Environment and Planning A, , vol. 37(9), pages 1669-1687, September.
    8. Bruce Walker & Alex Marsh & Mark Wardman & Pat Niner, 2002. "Modelling Tenants' Choices in the Public Rented Sector: A Stated Preference Approach," Urban Studies, Urban Studies Journal Limited, vol. 39(4), pages 665-688, April.
    9. Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-1240, September.
    10. Sigrun Beige & Kay Axhausen, 2012. "Interdependencies between turning points in life and long-term mobility decisions," Transportation, Springer, vol. 39(4), pages 857-872, July.
    11. David Levinson, 1998. "Accessibility and the Journey to Work," Working Papers 199802, University of Minnesota: Nexus Research Group.
    12. Laura Eboli & Gabriella Mazzulla, 2008. "A Stated Preference Experiment for Measuring Service Quality in Public Transport," Transportation Planning and Technology, Taylor & Francis Journals, vol. 31(5), pages 509-523, February.
    13. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D. With contributions by-Name:Adamowicz,Wiktor, 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304.
    14. Stopher, Peter R., 2004. "Reducing road congestion: a reality check," Transport Policy, Elsevier, vol. 11(2), pages 117-131, April.
    15. Van Acker, Veronique & Witlox, Frank, 2010. "Car ownership as a mediating variable in car travel behaviour research using a structural equation modelling approach to identify its dual relationship," Journal of Transport Geography, Elsevier, vol. 18(1), pages 65-74.
    16. Kingham, S. & Dickinson, J. & Copsey, S, 2001. "Travelling to work: will people move out of their cars," Transport Policy, Elsevier, vol. 8(2), pages 151-160, April.
    17. Pojani, Dorina & Boussauw, Kobe, 2014. "Keep the children walking: active school travel in Tirana, Albania," Journal of Transport Geography, Elsevier, vol. 38(C), pages 55-65.
    18. Tommy Gärling & Kay Axhausen, 2003. "Introduction: Habitual travel choice," Transportation, Springer, vol. 30(1), pages 1-11, February.
    19. Kitamura, Ryuichi, 1984. "A model of daily time allocation to discretionary out-of-home activities and trips," Transportation Research Part B: Methodological, Elsevier, vol. 18(3), pages 255-266, June.
    20. Peer, Stefanie & Knockaert, Jasper & Koster, Paul & Verhoef, Erik T., 2014. "Over-reporting vs. overreacting: Commuters’ perceptions of travel times," Transportation Research Part A: Policy and Practice, Elsevier, vol. 69(C), pages 476-494.
    21. Chen, Cynthia & Gong, Hongmian & Lawson, Catherine & Bialostozky, Evan, 2010. "Evaluating the feasibility of a passive travel survey collection in a complex urban environment: Lessons learned from the New York City case study," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(10), pages 830-840, December.
    22. Sonia Hirt & Atanass Kovachev, 2006. "The changing spatial structure of post-socialist Sofia," Contributions to Economics, in: Sasha Tsenkova & Zorica Nedović-Budić (ed.), The Urban Mosaic of Post-Socialist Europe, chapter 6, pages 113-130, Springer.
    23. Sanko, Nobuhiro & Yamamoto, Toshiyuki, 2013. "Estimation efficiency of RP/SP models considering SP design and error structures," Journal of choice modelling, Elsevier, vol. 6(C), pages 60-73.
    24. Lawrence Frank & Mark Bradley & Sarah Kavage & James Chapman & T. Lawton, 2008. "Urban form, travel time, and cost relationships with tour complexity and mode choice," Transportation, Springer, vol. 35(1), pages 37-54, January.
    25. Commins, Nicola & Nolan, Anne, 2011. "The determinants of mode of transport to work in the Greater Dublin Area," Transport Policy, Elsevier, vol. 18(1), pages 259-268, January.
    26. Giuliano, Genevieve, 1989. "New Directions for Understanding Transportation and Land Use," University of California Transportation Center, Working Papers qt72f0362d, University of California Transportation Center.
    27. David Hensher & William Greene, 2003. "The Mixed Logit model: The state of practice," Transportation, Springer, vol. 30(2), pages 133-176, May.
    28. Yusak Susilo & Kees Maat, 2007. "The influence of built environment to the trends in commuting journeys in the Netherlands," Transportation, Springer, vol. 34(5), pages 589-609, September.
    29. Small, Kenneth A & Hsiao, Cheng, 1985. "Multinomial Logit Specification Tests," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 26(3), pages 619-627, October.
    30. Grdzelishvili, Inga & Sathre, Roger, 2011. "Understanding the urban travel attitudes and behavior of Tbilisi residents," Transport Policy, Elsevier, vol. 18(1), pages 38-45, January.
    31. Idris, Ahmed Osman & Nurul Habib, Khandker M. & Shalaby, Amer, 2015. "An investigation on the performances of mode shift models in transit ridership forecasting," Transportation Research Part A: Policy and Practice, Elsevier, vol. 78(C), pages 551-565.
    32. Fowkes, Tony, 2007. "The design and interpretation of freight stated preference experiments seeking to elicit behavioural valuations of journey attributes," Transportation Research Part B: Methodological, Elsevier, vol. 41(9), pages 966-980, November.
    33. Cristian Domarchi & Alejandro Tudela & Angélica González, 2008. "Effect of attitudes, habit and affective appraisal on mode choice: an application to university workers," Transportation, Springer, vol. 35(5), pages 585-599, August.
    34. Thomas Klinger & Martin Lanzendorf, 2016. "Moving between mobility cultures: what affects the travel behavior of new residents?," Transportation, Springer, vol. 43(2), pages 243-271, March.
    35. Zhao, Pengjun, 2014. "Private motorised urban mobility in China’s large cities: the social causes of change and an agenda for future research," Journal of Transport Geography, Elsevier, vol. 40(C), pages 53-63.
    36. Jozsef BENEDEK, 2015. "Spatial differentiation and core-periphery structures in Romania," Eastern Journal of European Studies, Centre for European Studies, Alexandru Ioan Cuza University, vol. 6, pages 49-61, June.
    37. David Hensher & April Reyes, 2000. "Trip chaining as a barrier to the propensity to use public transport," Transportation, Springer, vol. 27(4), pages 341-361, December.
    38. Amoh-Gyimah, Richard & Aidoo, Eric Nimako, 2013. "Mode of transport to work by government employees in the Kumasi metropolis, Ghana," Journal of Transport Geography, Elsevier, vol. 31(C), pages 35-43.
    39. Raquel Espino & Concepción Román & Juan Ortúzar, 2006. "Analysing Demand for Suburban Trips: A Mixed RP/SP Model with Latent Variables and Interaction Effects," Transportation, Springer, vol. 33(3), pages 241-261, May.
    40. Whalen, Kate E. & Páez, Antonio & Carrasco, Juan A., 2013. "Mode choice of university students commuting to school and the role of active travel," Journal of Transport Geography, Elsevier, vol. 31(C), pages 132-142.
    41. Dargay, Joyce & Gately, Dermot, 1999. "Income's effect on car and vehicle ownership, worldwide: 1960-2015," Transportation Research Part A: Policy and Practice, Elsevier, vol. 33(2), pages 101-138, February.
    42. Andrew Barnfield & Anna Plyushteva, 2016. "Cycling in the post-socialist city: On travelling by bicycle in Sofia, Bulgaria," Urban Studies, Urban Studies Journal Limited, vol. 53(9), pages 1822-1835, July.
    43. S. Cairns & L. Sloman & C. Newson & J. Anable & A. Kirkbride & P. Goodwin, 2008. "Smarter Choices: Assessing the Potential to Achieve Traffic Reduction Using ‘Soft Measures’," Transport Reviews, Taylor & Francis Journals, vol. 28(5), pages 593-618, January.
    44. Steg, Linda, 2005. "Car use: lust and must. Instrumental, symbolic and affective motives for car use," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(2-3), pages 147-162.
    45. Alain Bertaud, 2006. "The spatial structures of Central and Eastern European cities," Contributions to Economics, in: Sasha Tsenkova & Zorica Nedović-Budić (ed.), The Urban Mosaic of Post-Socialist Europe, chapter 5, pages 91-110, Springer.
    46. Naess, Peter, 2011. "‘New urbanism’ or metropolitan-level centralization? A comparison of the influences of metropolitan-level and neighborhood-level urban form characteristics on travel behavior," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 4(1), pages 25-44.
    47. Keith Grime & Vic Duke, 1996. "Urban Transport Choice: A Post-communist Dilemma," Regional Studies, Taylor & Francis Journals, vol. 30(8), pages 791-795.
    48. Adriana Mihaela Soaita, 2013. "Romanian Suburban Housing: Home Improvement through Owner-building," Urban Studies, Urban Studies Journal Limited, vol. 50(10), pages 2084-2101, August.
    49. Scheiner, Joachim & Holz-Rau, Christian, 2012. "Gendered travel mode choice: a focus on car deficient households," Journal of Transport Geography, Elsevier, vol. 24(C), pages 250-261.
    50. Tim Schwanen, 2002. "Urban form and commuting behaviour: a cross‐European perspective," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 93(3), pages 336-343, August.
    51. Pucher, J., 1999. "The transformation of urban transport in the Czech Republic, 1988-1998," Transport Policy, Elsevier, vol. 6(4), pages 225-236, October.
    52. Michael Wegener & Franz Fuerst, 2004. "Land-Use Transport Interaction: State of the Art," Urban/Regional 0409005, University Library of Munich, Germany.
    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. Júlia A. Nagy & József Benedek & Kinga Ivan, 2018. "Measuring Sustainable Development Goals at a Local Level: A Case of a Metropolitan Area in Romania," Sustainability, MDPI, vol. 10(11), pages 1-15, October.
    2. Thamires Ferreira Schubert & Elisa Henning & Simone Becker Lopes, 2020. "Analysis of the Possibility of Transport Mode Switch: A Case Study for Joinville Students," Sustainability, MDPI, vol. 12(13), pages 1-20, June.
    3. Deka, Devajyoti & Carnegie, Jon, 2021. "Predicting transit mode choice of New Jersey workers commuting to New York City from a stated preference survey," Journal of Transport Geography, Elsevier, vol. 91(C).
    4. Shubhendra Singh Parihar & Puneet Rai & Masood Siddiqui, 2021. "A Study of Commuter’s Shift Behaviour Towards New Age Convenient Transport Services," FIIB Business Review, , vol. 10(2), pages 172-180, June.
    5. Yue Liu & Jun Chen & Weiguang Wu & Jiao Ye, 2019. "Typical Combined Travel Mode Choice Utility Model in Multimodal Transportation Network," Sustainability, MDPI, vol. 11(2), pages 1-15, January.

    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. Amoh-Gyimah, Richard & Aidoo, Eric Nimako, 2013. "Mode of transport to work by government employees in the Kumasi metropolis, Ghana," Journal of Transport Geography, Elsevier, vol. 31(C), pages 35-43.
    2. De Vos, Jonas & Witlox, Frank, 2013. "Transportation policy as spatial planning tool; reducing urban sprawl by increasing travel costs and clustering infrastructure and public transportation," Journal of Transport Geography, Elsevier, vol. 33(C), pages 117-125.
    3. Chowdhury, Subeh & Ceder, Avishai (Avi), 2016. "Users’ willingness to ride an integrated public-transport service: A literature review," Transport Policy, Elsevier, vol. 48(C), pages 183-195.
    4. Xiaoquan Wang & Chunfu Shao & Chaoying Yin & Chengxiang Zhuge & Wenjun Li, 2018. "Application of Bayesian Multilevel Models Using Small and Medium Size City in China: The Case of Changchun," Sustainability, MDPI, vol. 10(2), pages 1-15, February.
    5. Guan, Xiaodong & Wang, Donggen, 2019. "Influences of the built environment on travel: A household-based perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 710-724.
    6. Haghani, Milad & Bliemer, Michiel C.J. & Rose, John M. & Oppewal, Harmen & Lancsar, Emily, 2021. "Hypothetical bias in stated choice experiments: Part I. Macro-scale analysis of literature and integrative synthesis of empirical evidence from applied economics, experimental psychology and neuroimag," Journal of choice modelling, Elsevier, vol. 41(C).
    7. Commins, Nicola & Nolan, Anne, 2011. "The determinants of mode of transport to work in the Greater Dublin Area," Transport Policy, Elsevier, vol. 18(1), pages 259-268, January.
    8. Busch-Geertsema, Annika & Lanzendorf, Martin, 2017. "From university to work life – Jumping behind the wheel? Explaining mode change of students making the transition to professional life," Transportation Research Part A: Policy and Practice, Elsevier, vol. 106(C), pages 181-196.
    9. Santos, Georgina & Behrendt, Hannah & Teytelboym, Alexander, 2010. "Part II: Policy instruments for sustainable road transport," Research in Transportation Economics, Elsevier, vol. 28(1), pages 46-91.
    10. Haghani, Milad & Bliemer, Michiel C.J. & Hensher, David A., 2021. "The landscape of econometric discrete choice modelling research," Journal of choice modelling, Elsevier, vol. 40(C).
    11. Ao, Yibin & Yang, Dujuan & Chen, Chuan & Wang, Yan, 2019. "Exploring the effects of the rural built environment on household car ownership after controlling for preference and attitude: Evidence from Sichuan, China," Journal of Transport Geography, Elsevier, vol. 74(C), pages 24-36.
    12. Cao, Xinyu Jason, 2019. "Examining the effect of the Hiawatha LRT on auto use in the Twin Cities," Transport Policy, Elsevier, vol. 81(C), pages 284-292.
    13. Schneider, Robert James, 2011. "Understanding Sustainable Transportation Choices: Shifting Routine Automobile Travel to Walking and Bicycling," University of California Transportation Center, Working Papers qt06v2g6dh, University of California Transportation Center.
    14. Gustav Bösehans & Ian Walker, 2020. "Do supra-modal traveller types exist? A travel behaviour market segmentation using Goal framing theory," Transportation, Springer, vol. 47(1), pages 243-273, February.
    15. Veronique Acker & Frank Witlox, 2011. "Commuting trips within tours: how is commuting related to land use?," Transportation, Springer, vol. 38(3), pages 465-486, May.
    16. Zhao, Pengjun & Bai, Yu, 2019. "The gap between and determinants of growth in car ownership in urban and rural areas of China: A longitudinal data case study," Journal of Transport Geography, Elsevier, vol. 79(C), pages 1-1.
    17. 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.
    18. Bliemer, Michiel C.J. & Rose, John M., 2011. "Experimental design influences on stated choice outputs: An empirical study in air travel choice," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(1), pages 63-79, January.
    19. Erik Stam & Roy Thurik & Peter van der Zwan, 2010. "Entrepreneurial exit in real and imagined markets," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(4), pages 1109-1139, August.
    20. Ding, Yu & Lu, Huapu, 2016. "Activity participation as a mediating variable to analyze the effect of land use on travel behavior: A structural equation modeling approach," Journal of Transport Geography, Elsevier, vol. 52(C), pages 23-28.

    More about this item

    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:jotrge:v:68:y:2018:i:c:p:78-93. 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: https://www.journals.elsevier.com/journal-of-transport-geography .

    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.