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An investigation of physical participation dissonance and virtual activity participation in the United States

Author

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  • Robbennolt, Dale
  • Beliveau, Anna
  • Bhat, Chandra R.

Abstract

Physical out-of-home (OH) activity accessibility has been studied extensively in the transportation sector, but the recent growth in virtual online activities highlights the need to consider the rich interplay between physical and virtual activity participation. In particular, telework and delivery services present opportunities for new modalities of activity access, potentially expanding activity opportunities for those with limited physical accessibility. In this paper, using data from the 2022 National Household Travel Survey in the United States, we investigate (a) the intensity (and heterogeneity across individuals in this intensity) of discord between how much individuals would like to partake in physical OH participation and how much they actually are able to (we refer to this discord as physical participation dissonance or PPD), (b) the subjective reasons for PPD (c) the intensity of, and heterogeneity across individuals in virtual participation (measured by the intensity of teleworking and home deliveries), and (d) whether or not virtual participation reduces or increases PPD, and by how much. Our results reveal that individuals from zero-worker households, households with fewer vehicles than drivers, low-income households, renting households, and households residing in rural areas all manifest a higher PPD, as do older individuals, racial minorities, non-drivers, and individuals with medical conditions. We find significant heterogeneity in the reasons for experiencing PPD and in virtual participation. Finally, virtual participation does seem to help reduce PPD for those in households with fewer vehicles than drivers, women, older adults, and individuals with medical conditions, but is not effective in reducing PPD for those in low-income, renting, and rural-residing households, as well as for racial minorities and non-drivers. These findings suggest a growing need to consider the relationship between physical and virtual participation, and provide insights for policymakers and transportation planners to improve overall activity accessibility (including expanding access to virtual opportunities) for disadvantaged populations.

Suggested Citation

  • Robbennolt, Dale & Beliveau, Anna & Bhat, Chandra R., 2025. "An investigation of physical participation dissonance and virtual activity participation in the United States," Transportation Research Part A: Policy and Practice, Elsevier, vol. 201(C).
  • Handle: RePEc:eee:transa:v:201:y:2025:i:c:s0965856425003295
    DOI: 10.1016/j.tra.2025.104696
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    1. Pot, Felix Johan & van Wee, Bert & Tillema, Taede, 2021. "Perceived accessibility: What it is and why it differs from calculated accessibility measures based on spatial data," Journal of Transport Geography, Elsevier, vol. 94(C).
    2. Lavieri, Patrícia S. & Dai, Qichun & Bhat, Chandra R., 2018. "Using virtual accessibility and physical accessibility as joint predictors of activity-travel behavior," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 527-544.
    3. Lee, Richard J. & Sener, Ipek N. & Mokhtarian, Patricia L. & Handy, Susan L., 2017. "Relationships between the online and in-store shopping frequency of Davis, California residents," Transportation Research Part A: Policy and Practice, Elsevier, vol. 100(C), pages 40-52.
    4. Gary Solon & Steven J. Haider & Jeffrey M. Wooldridge, 2015. "What Are We Weighting For?," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 301-316.
    5. Muhammad, Saim & de Jong, Tom & Ottens, Henk F.L., 2008. "Job accessibility under the influence of information and communication technologies, in the Netherlands," Journal of Transport Geography, Elsevier, vol. 16(3), pages 203-216.
    6. Budnitz, Hannah & Tranos, Emmanouil & Chapman, Lee, 2020. "Telecommuting and other trips: an English case study," Journal of Transport Geography, Elsevier, vol. 85(C).
    7. Ronald L. Wasserstein & Allen L. Schirm & Nicole A. Lazar, 2019. "Moving to a World Beyond “p," The American Statistician, Taylor & Francis Journals, vol. 73(S1), pages 1-19, March.
    8. Bernardo, Christina & Paleti, Rajesh & Hoklas, Megan & Bhat, Chandra, 2015. "An empirical investigation into the time-use and activity patterns of dual-earner couples with and without young children," Transportation Research Part A: Policy and Practice, Elsevier, vol. 76(C), pages 71-91.
    9. Haustein, Sonja & Siren, Anu, 2014. "Seniors’ unmet mobility needs – how important is a driving licence?," Journal of Transport Geography, Elsevier, vol. 41(C), pages 45-52.
    10. Harsh Shah & Andre L. Carrel & Huyen T. K. Le, 2024. "Impacts of teleworking and online shopping on travel: a tour-based analysis," Transportation, Springer, vol. 51(1), pages 99-127, February.
    11. Asmussen, Katherine E. & Mondal, Aupal & Batur, Irfan & Dirks, Abbie & Pendyala, Ram M. & Bhat, Chandra R., 2024. "An investigation of individual-level telework arrangements in the COVID-era," Transportation Research Part A: Policy and Practice, Elsevier, vol. 179(C).
    12. Peter Dannenberg & Martina Fuchs & Tim Riedler & Cathrin Wiedemann, 2020. "Digital Transition by COVID‐19 Pandemic? The German Food Online Retail," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 111(3), pages 543-560, July.
    13. Kapatsila, Bogdan & Palacios, Manuel Santana & Grisé, Emily & El-Geneidy, Ahmed, 2023. "Resolving the accessibility dilemma: Comparing cumulative and gravity-based measures of accessibility in eight Canadian cities," Journal of Transport Geography, Elsevier, vol. 107(C).
    14. Barajas, Jesus, 2021. "Biking Where Black: Connecting Transportation Planning and Infrastructure to Disproportionate Policing," SocArXiv wszgv, Center for Open Science.
    15. Evelyn Blumenberg & Anne Brown & Andrew Schouten, 2020. "Car-deficit households: determinants and implications for household travel in the U.S," Transportation, Springer, vol. 47(3), pages 1103-1125, June.
    16. Kim, Sungyop & Ulfarsson, Gudmundur F. & Todd Hennessy, J., 2007. "Analysis of light rail rider travel behavior: Impacts of individual, built environment, and crime characteristics on transit access," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(6), pages 511-522, July.
    17. Thulin, Eva & Vilhelmson, Bertil & Brundin, Louise, 2023. "Telework after confinement: Interrogating the spatiotemporalities of home-based work life," Journal of Transport Geography, Elsevier, vol. 113(C).
    18. Gauri, Dinesh K. & Jindal, Rupinder P. & Ratchford, Brian & Fox, Edward & Bhatnagar, Amit & Pandey, Aashish & Navallo, Jonathan R. & Fogarty, John & Carr, Stephen & Howerton, Eric, 2021. "Evolution of retail formats: Past, present, and future," Journal of Retailing, Elsevier, vol. 97(1), pages 42-61.
    19. Lee, Yuhwa & Hickman, Mark & Washington, Simon, 2007. "Household type and structure, time-use pattern, and trip-chaining behavior," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(10), pages 1004-1020, December.
    20. repec:osf:socarx:ka6nr_v1 is not listed on IDEAS
    21. Cavallaro, Federico & Dianin, Alberto, 2022. "Combining transport and digital accessibilities in the evaluation of regional work opportunities," Journal of Transport Geography, Elsevier, vol. 98(C).
    22. Morris, Eric A. & Speroni, Samuel & Taylor, Brian D., 2023. "Going nowhere fast: Might changing activity patterns help explain falling travel?," Journal of Transport Geography, Elsevier, vol. 110(C).
    23. van Wee, Bert, 2022. "Accessibility and equity: A conceptual framework and research agenda," Journal of Transport Geography, Elsevier, vol. 104(C).
    24. Neutens, Tijs & Delafontaine, Matthias & Scott, Darren M. & De Maeyer, Philippe, 2012. "An analysis of day-to-day variations in individual space–time accessibility," Journal of Transport Geography, Elsevier, vol. 23(C), pages 81-91.
    25. Minh Hieu Nguyen, 2021. "Factors influencing home-based telework in Hanoi (Vietnam) during and after the COVID-19 era," Transportation, Springer, vol. 48(6), pages 3207-3238, December.
    26. Brown, Anne E., 2017. "Car-less or car-free? Socioeconomic and mobility differences among zero-car households," Transport Policy, Elsevier, vol. 60(C), pages 152-159.
    27. Tiznado-Aitken, Ignacio & Lucas, Karen & Muñoz, Juan Carlos & Hurtubia, Ricardo, 2022. "Freedom of choice? Social and spatial disparities on combined housing and transport affordability," Transport Policy, Elsevier, vol. 122(C), pages 39-53.
    28. Carrie Makarewicz & Prentiss Dantzler & Arlie Adkins, 2020. "Another Look at Location Affordability: Understanding the Detailed Effects of Income and Urban Form on Housing and Transportation Expenditures," Housing Policy Debate, Taylor & Francis Journals, vol. 30(6), pages 1033-1055, November.
    29. John Gliebe & Frank Koppelman, 2005. "Modeling household activity–travel interactions as parallel constrained choices," Transportation, Springer, vol. 32(5), pages 449-471, September.
    30. Hannah Budnitz & Emmanouil Tranos, 2022. "Working from Home and Digital Divides: Resilience during the Pandemic," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 112(4), pages 893-913, April.
    31. Xu, Lu & Saphores, Jean-Daniel, 2024. "Does e-shopping impact household travel? Evidence from the 2017 U.S. NHTS," Journal of Transport Geography, Elsevier, vol. 115(C).
    32. Lu, Xun & White, Halbert, 2014. "Robustness checks and robustness tests in applied economics," Journal of Econometrics, Elsevier, vol. 178(P1), pages 194-206.
    33. Wooldridge, Jeffrey M., 1995. "Selection corrections for panel data models under conditional mean independence assumptions," Journal of Econometrics, Elsevier, vol. 68(1), pages 115-132, July.
    34. De Vos, Jonas & Singleton, Patrick A., 2020. "Travel and cognitive dissonance," Transportation Research Part A: Policy and Practice, Elsevier, vol. 138(C), pages 525-536.
    35. Ozbilen, Basar & Wang, Kailai & Akar, Gulsah, 2021. "Revisiting the impacts of virtual mobility on travel behavior: An exploration of daily travel time expenditures," Transportation Research Part A: Policy and Practice, Elsevier, vol. 145(C), pages 49-62.
    36. repec:osf:socarx:ap7wh_v1 is not listed on IDEAS
    37. Allen, Jeff & Farber, Steven, 2020. "Planning transport for social inclusion: An accessibility-activity participation approach," SocArXiv ap7wh, Center for Open Science.
    38. Tanu Priya Uteng & Jeff Turner, 2019. "Addressing the Linkages between Gender and Transport in Low- and Middle-Income Countries," Sustainability, MDPI, vol. 11(17), pages 1-34, August.
    39. Klein, Nicholas J. & Basu, Rounaq & Smart, Michael J., 2023. "Transitions into and out of Car Ownership among Low-Income Households in the United States," SocArXiv ka6nr, Center for Open Science.
    40. Ronald L. Wasserstein & Nicole A. Lazar, 2016. "The ASA's Statement on p -Values: Context, Process, and Purpose," The American Statistician, Taylor & Francis Journals, vol. 70(2), pages 129-133, May.
    41. Haider, Zulqarnain & Hu, Yujie & Charkhgard, Hadi & Himmelgreen, David & Kwon, Changhyun, 2022. "Creating grocery delivery hubs for food deserts at local convenience stores via spatial and temporal consolidation," Socio-Economic Planning Sciences, Elsevier, vol. 82(PB).
    42. Saphores, Jean-Daniel & Xu, Lu, 2021. "E-shopping changes and the state of E-grocery shopping in the US - Evidence from national travel and time use surveys," Research in Transportation Economics, Elsevier, vol. 87(C).
    43. Kaplan, Marcella & Hotle, Susan & Heaslip, Kevin, 2023. "How has COVID-19 impacted customer perceptions and demand for delivery services: An exploratory analysis," Transport Policy, Elsevier, vol. 134(C), pages 217-230.
    44. Huyen T. K. Le & Andre L. Carrel & Harsh Shah, 2022. "Impacts of online shopping on travel demand: a systematic review," Transport Reviews, Taylor & Francis Journals, vol. 42(3), pages 273-295, May.
    45. Felix Johan Pot & Eva Heinen & Taede Tillema, 2025. "Sufficient access? Activity participation, perceived accessibility and transport-related social exclusion across spatial contexts," Transportation, Springer, vol. 52(4), pages 1679-1707, August.
    46. Mischa Young & Jaime Soza‐Parra & Giovanni Circella, 2022. "The increase in online shopping during COVID‐19: Who is responsible, will it last, and what does it mean for cities?," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(S1), pages 162-178, November.
    47. Tiznado-Aitken, Ignacio & Lucas, Karen & Muñoz, Juan Carlos & Hurtubia, Ricardo, 2020. "Understanding accessibility through public transport users' experiences: A mixed methods approach," Journal of Transport Geography, Elsevier, vol. 88(C).
    48. Kristin Lovejoy & Susan Handy, 2008. "A case for measuring individuals’ access to private-vehicle travel as a matter of degrees: lessons from focus groups with Mexican immigrants in California," Transportation, Springer, vol. 35(5), pages 601-612, August.
    49. Jonas De Vos & Katrin Lättman & Anna-Lena van der Vlugt & Janina Welsch & Noriko Otsuka, 2023. "Determinants and effects of perceived walkability: a literature review, conceptual model and research agenda," Transport Reviews, Taylor & Francis Journals, vol. 43(2), pages 303-324, March.
    50. Shao, Rui & Derudder, Ben & Witlox, Frank, 2022. "The geography of e-shopping in China: On the role of physical and virtual accessibility," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    51. Rebecca E. Lee & Alicia O’Neal & Chelsea Cameron & Rosemary B. Hughes & Daniel P. O’Connor & Punam Ohri-Vachaspati & Michael Todd & Margaret A. Nosek, 2020. "Developing Content for the Food Environment Assessment Survey Tool (FEAST): A Systematic Mixed Methods Study with People with Disabilities," IJERPH, MDPI, vol. 17(21), pages 1-14, October.
    52. Bhat, Chandra R., 2018. "New matrix-based methods for the analytic evaluation of the multivariate cumulative normal distribution function," Transportation Research Part B: Methodological, Elsevier, vol. 109(C), pages 238-256.
    53. repec:osf:socarx:wszgv_v1 is not listed on IDEAS
    54. De Vos, Jonas, 2018. "Do people travel with their preferred travel mode? Analysing the extent of travel mode dissonance and its effect on travel satisfaction," Transportation Research Part A: Policy and Practice, Elsevier, vol. 117(C), pages 261-274.
    55. van de Coevering, Paul & Maat, Kees & van Wee, Bert, 2018. "Residential self-selection, reverse causality and residential dissonance. A latent class transition model of interactions between the built environment, travel attitudes and travel behavior," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 466-479.
    56. Bhat, Chandra R., 2015. "A new generalized heterogeneous data model (GHDM) to jointly model mixed types of dependent variables," Transportation Research Part B: Methodological, Elsevier, vol. 79(C), pages 50-77.
    57. Sabrina Wulff Pabilonia & Victoria Vernon, 2022. "Telework, Wages, and Time Use in the United States," Review of Economics of the Household, Springer, vol. 20(3), pages 687-734, September.
    58. Sousa, Rui & Horta, Carolina & Ribeiro, Ricardo & Rabinovich, Elliot, 2020. "How to serve online consumers in rural markets: Evidence-based recommendations," Business Horizons, Elsevier, vol. 63(3), pages 351-362.
    59. Mackett, Roger L., 2013. "Children’s travel behaviour and its health implications," Transport Policy, Elsevier, vol. 26(C), pages 66-72.
    60. Erjavec, Jure & Manfreda, Anton, 2022. "Online shopping adoption during COVID-19 and social isolation: Extending the UTAUT model with herd behavior," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    61. Guzman, Luis A. & Cantillo-Garcia, Victor A. & Oviedo, Daniel & Arellana, Julian, 2023. "How much is accessibility worth? Utility-based accessibility to evaluate transport policies," Journal of Transport Geography, Elsevier, vol. 112(C).
    62. Rui Xiao & Guofeng Wang & Meng Wang, 2018. "Transportation Disadvantage and Neighborhood Sociodemographics: A Composite Indicator Approach to Examining Social Inequalities," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 137(1), pages 29-43, May.
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