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A comparison of the effects of travel party size versus travel party composition on differences in travel behavior of spouses in Bhubaneswar, India

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  • Sarangi, Punyabeet
  • Manoj, M.

Abstract

The present study compares and quantifies the importance of ‘travel party size’ and ‘travel party composition’ on themode choice decisions of spouses, an important behavioral aspect that is rarely explored in travel behavior literature. To fulfill this objective, a primary activity-travel diary data was collected in Bhubaneswar City, India, consisting of 978 households and 5476 out-of-home activity trips on weekdays. Mixed multinomial logit (MMNL) models are developed to capture the heterogeneity in mode choice decisions between spouses. The study findings indicate an unobserved complementarity effect for the utilities of public and personal modes for male spouses, whereas a substitution effect between these modes for female spouses. The MMNL model coefficients also reveal gender differences in mode preferences of spouses, different from the recent trends in developed countries that have observed gender convergence in travel behavior. In addition, individual characteristics (e.g., age, completed education), household characteristics (e.g., couple or lineally descendant household, presence of school-going children), and attitudes such as ‘green lifestyle’, significantly affect spouses’ choices of various modes. The study reveals that male heads consider monetary savings on travel time reductions of greater importance than female heads, especially when choosing personal modes. Regarding the importance between trip party size and trip party composition, the results indicate that the addition of an extra member to the existing trip party size does not alter the mode choice preferences of spouses. On the contrary, trip party composition affects mode choice differently for spouses: male heads prefer private modes when traveling with non-family members, whereas females prefer public modes. Spouses, however, prefer to choose personal modes for joint rides with immediate family members. Moreover, the cost implications associated with shared travel arrangements reveal that travel party composition has greater cost repercussions for personal and public modes than it does for travel party size for similar modes. Overall, the findings add to the understanding of travel behavior of spouses and suggest that policies targeting shared mobility and urban travel demand management may consider household-level trip compositions rather than party size.

Suggested Citation

  • Sarangi, Punyabeet & Manoj, M., 2026. "A comparison of the effects of travel party size versus travel party composition on differences in travel behavior of spouses in Bhubaneswar, India," Transportation Research Part A: Policy and Practice, Elsevier, vol. 205(C).
  • Handle: RePEc:eee:transa:v:205:y:2026:i:c:s0965856425004914
    DOI: 10.1016/j.tra.2025.104858
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    References listed on IDEAS

    as
    1. Frändberg, Lotta & Vilhelmson, Bertil, 2011. "More or less travel: personal mobility trends in the Swedish population focusing gender and cohort," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1235-1244.
    2. Ho, Chinh & Mulley, Corinne, 2015. "Intra-household Interactions in tour-based mode choice: The role of social, temporal, spatial and resource constraints," Transport Policy, Elsevier, vol. 38(C), pages 52-63.
    3. Vredin Johansson, Maria & Heldt, Tobias & Johansson, Per, 2006. "The effects of attitudes and personality traits on mode choice," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(6), pages 507-525, July.
    4. Andersson, Angelica & Kristoffersson, Ida & Daly, Andrew & Börjesson, Maria, 2024. "Long-distance mode choice estimation on joint travel survey and mobile phone network data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 190(C).
    5. Kathleen Deutsch & Konstadinos Goulias, 2013. "Decision makers and socializers, social networks and the role of individuals as participants," Transportation, Springer, vol. 40(4), pages 755-771, July.
    6. 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.
    7. Muhammad Adeel & Anthony G. O. Yeh & Feng Zhang, 2017. "Gender inequality in mobility and mode choice in Pakistan," Transportation, Springer, vol. 44(6), pages 1519-1534, November.
    8. Craig, Lyn & van Tienoven, Theun Pieter, 2019. "Gender, mobility and parental shares of daily travel with and for children: a cross-national time use comparison," Journal of Transport Geography, Elsevier, vol. 76(C), pages 93-102.
    9. Lin, Tao & Wang, Donggen, 2014. "Social networks and joint/solo activity–travel behavior," Transportation Research Part A: Policy and Practice, Elsevier, vol. 68(C), pages 18-31.
    10. Manoj, M. & Verma, Ashish & Navyatha, M., 2015. "Commute travel and its effect on housing tenure choice of males and females living in the urban and rural areas of Bangalore city in India," Journal of Transport Geography, Elsevier, vol. 45(C), pages 62-69.
    11. Chinh Ho & Corinne Mulley, 2013. "Tour-based mode choice of joint household travel patterns on weekend and weekday," Transportation, Springer, vol. 40(4), pages 789-811, July.
    12. Ariane Pailhé & Anne Solaz, 2008. "Time with Children: Do Fathers and Mothers Replace Each Other When One Parent is Unemployed?," European Journal of Population, Springer;European Association for Population Studies, vol. 24(2), pages 211-236, June.
    13. Dargay, Joyce M. & Clark, Stephen, 2012. "The determinants of long distance travel in Great Britain," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(3), pages 576-587.
    14. Feng, Jianxi & Dijst, Martin & Wissink, Bart & Prillwitz, Jan, 2013. "The impacts of household structure on the travel behaviour of seniors and young parents in China," Journal of Transport Geography, Elsevier, vol. 30(C), pages 117-126.
    15. Rashidi, Taha H. & Koo, Tay T.R., 2016. "An analysis on travel party composition and expenditure: a discrete-continuous model," Annals of Tourism Research, Elsevier, vol. 56(C), pages 48-64.
    16. Wei-Shiuen Ng & Ashley Acker, 2018. "Understanding Urban Travel Behaviour by Gender for Efficient and Equitable Transport Policies," International Transport Forum Discussion Papers 2018/01, OECD Publishing.
    17. 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.
    18. He, Sylvia Y. & Thøgersen, John, 2017. "The impact of attitudes and perceptions on travel mode choice and car ownership in a Chinese megacity: The case of Guangzhou," Research in Transportation Economics, Elsevier, vol. 62(C), pages 57-67.
    19. Raul Silveira Neto & Gisleia Duarte & Antonio Páez, 2015. "Gender and commuting time in São Paulo Metropolitan Region," Urban Studies, Urban Studies Journal Limited, vol. 52(2), pages 298-313, February.
    20. Timmermans, Harry J.P. & Zhang, Junyi, 2009. "Modeling household activity travel behavior: Examples of state of the art modeling approaches and research agenda," Transportation Research Part B: Methodological, Elsevier, vol. 43(2), pages 187-190, February.
    21. Scheiner, Joachim, 2016. "School trips in Germany: Gendered escorting practices," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 76-92.
    22. Chakrabarti, Sandip & Joh, Kenneth, 2019. "The effect of parenthood on travel behavior: Evidence from the California Household Travel Survey," Transportation Research Part A: Policy and Practice, Elsevier, vol. 120(C), pages 101-115.
    23. Ha, Jaehyun & Lee, Sugie & Ko, Joonho, 2020. "Unraveling the impact of travel time, cost, and transit burdens on commute mode choice for different income and age groups," Transportation Research Part A: Policy and Practice, Elsevier, vol. 141(C), pages 147-166.
    24. Rosseel, Yves, 2012. "lavaan: An R Package for Structural Equation Modeling," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 48(i02).
    25. Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
    26. Rahul Goel & Oyinlola Oyebode & Louise Foley & Lambed Tatah & Christopher Millett & James Woodcock, 2023. "Gender differences in active travel in major cities across the world," Transportation, Springer, vol. 50(2), pages 733-749, April.
    27. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387.
    28. Andersson, Angelica & Kristoffersson, Ida & Daly, Andrew & Börjesson, Maria, 2024. "Long-distance mode choice estimation on joint travel survey mand mobile phone network data," Working Papers 2024:1, Swedish National Road & Transport Research Institute (VTI).
    29. Elias, Wafa & Benjamin, Julian & Shiftan, Yoram, 2015. "Gender differences in activity and travel behavior in the Arab world," Transport Policy, Elsevier, vol. 44(C), pages 19-27.
    30. Francisco J. Bahamonde-Birke & Uwe Kunert & Heike Link & Juan de Dios Ortúzar, 2017. "About attitudes and perceptions: finding the proper way to consider latent variables in discrete choice models," Transportation, Springer, vol. 44(3), pages 475-493, May.
    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. Shirgaokar, Manish, 2019. "Operationalizing gendered transportation preferences: A psychological framework incorporating time constraints and risk aversion," Transport Policy, Elsevier, vol. 75(C), pages 10-18.
    33. Manish Shirgaokar & Kelly Lanyi-Bennett, 2020. "I’ll have to drive there: How daily time constraints impact women’s car use differently than men’s," Transportation, Springer, vol. 47(3), pages 1365-1392, June.
    34. Samira Ramezani & Barbara Pizzo & Elizabeth Deakin, 2018. "An integrated assessment of factors affecting modal choice: towards a better understanding of the causal effects of built environment," Transportation, Springer, vol. 45(5), pages 1351-1387, September.
    35. Yuanyuan Guo & Linchuan Yang & Wenke Huang & Yi Guo, 2020. "Traffic Safety Perception, Attitude, and Feeder Mode Choice of Metro Commute: Evidence from Shenzhen," IJERPH, MDPI, vol. 17(24), pages 1-20, December.
    36. 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.
    37. John Gliebe & Frank Koppelman, 2005. "Modeling household activity–travel interactions as parallel constrained choices," Transportation, Springer, vol. 32(5), pages 449-471, September.
    38. Handy, Susan & Cao, Xinyu & Mokhtarian, Patricia L., 2005. "Correlation or causality between the built environment and travel behavior? Evidence from Northern California," University of California Transportation Center, Working Papers qt5b76c5kg, University of California Transportation Center.
    39. Yingling Fan, 2017. "Household structure and gender differences in travel time: spouse/partner presence, parenthood, and breadwinner status," Transportation, Springer, vol. 44(2), pages 271-291, March.
    40. Wu, Lingling & Zhang, Junyi & Fujiwara, Akimasa, 2011. "Representing tourists’ heterogeneous choices of destination and travel party with an integrated latent class and nested logit model," Tourism Management, Elsevier, vol. 32(6), pages 1407-1413.
    41. Mark Bradley & Peter Vovsha, 2005. "A model for joint choice of daily activity pattern types of household members," Transportation, Springer, vol. 32(5), pages 545-571, September.
    42. Ru-Jen Cheng, 2017. "Travel Party Composition On Attitudes And Behaviors Among Chinese Tourists In Taiwan," Global Journal of Business Research, The Institute for Business and Finance Research, vol. 11(1), pages 1-12.
    43. Brian D. Taylor & Kelcie Ralph & Michael Smart, 2015. "What Explains the Gender Gap in Schlepping? Testing Various Explanations for Gender Differences in Household-Serving Travel," Social Science Quarterly, Southwestern Social Science Association, vol. 96(5), pages 1493-1510, November.
    44. Yáñez, M.F. & Raveau, S. & Ortúzar, J. de D., 2010. "Inclusion of latent variables in Mixed Logit models: Modelling and forecasting," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(9), pages 744-753, November.
    45. Punyabeet Sarangi & M. Manoj, 2022. "Analysis of activity participation and time use decisions of partners: the context of low-and high-income households," Transportation, Springer, vol. 49(3), pages 1017-1058, June.
    46. Maria Kamargianni & Moshe Ben-Akiva & Amalia Polydoropoulou, 2014. "Incorporating social interaction into hybrid choice models," Transportation, Springer, vol. 41(6), pages 1263-1285, November.
    47. Frank Goetzke & Tilmann Rave, 2011. "Bicycle Use in Germany: Explaining Differences between Municipalities with Social Network Effects," Urban Studies, Urban Studies Journal Limited, vol. 48(2), pages 427-437, February.
    48. Hjorthol, Randi & Vågane, Liva, 2014. "Allocation of tasks, arrangement of working hours and commuting in different Norwegian households," Journal of Transport Geography, Elsevier, vol. 35(C), pages 75-83.
    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. Cynthia Chen & Patricia Mokhtarian, 2006. "Tradeoffs between Time Allocations to Maintenance Activities/Travel and Discretionary Activities/Travel," Transportation, Springer, vol. 33(3), pages 223-240, May.
    51. Kamargianni, Maria & Dubey, Subodh & Polydoropoulou, Amalia & Bhat, Chandra, 2015. "Investigating the subjective and objective factors influencing teenagers’ school travel mode choice – An integrated choice and latent variable model," Transportation Research Part A: Policy and Practice, Elsevier, vol. 78(C), pages 473-488.
    52. Luke, Nancy & Munshi, Kaivan, 2011. "Women as agents of change: Female income and mobility in India," Journal of Development Economics, Elsevier, vol. 94(1), pages 1-17, January.
    53. Dick Ettema & Tanja Lippe, 2009. "Weekly rhythms in task and time allocation of households," Transportation, Springer, vol. 36(2), pages 113-129, March.
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