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Happy today, satisfied tomorrow: emotion—satisfaction dynamics in a multi-week transit user smartphone survey

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  • Huyen T. K. Le

    (The Ohio State University)

  • Andre L. Carrel

    (The Ohio State University)

Abstract

Travel well-being encompasses three dimensions: cognitive satisfaction judgments, positive emotions, and negative emotions. Most previous literature on transit users focused either on satisfaction or emotions, but not both, and generally relied on data from one day. This study explores the day-to-day dynamics of travel satisfaction and emotions using a panel data set collected over several weeks from transit users in San Francisco using a smartphone survey. First, we compared emotions and satisfaction experienced during travel to measurements from retrospective surveys conducted at the beginning and the end of the study. Average levels of negative emotions were lower on a daily basis than in retrospective surveys, and the latter align more with the highest reported levels of negative emotions. Second, our dynamic panel models show lagged effects of satisfaction and emotions from the previous day on daily satisfaction, suggesting that dissatisfaction and emotions experienced while riding transit may carry over to the following day, with the effects of satisfaction and emotions having opposite signs. Third, when comparing retrospective emotions for transit travel and car travel, we found that car travel evokes higher positive emotions and lower negative emotions; however car trips are also more frustrating and stressful. Our study provides evidence for the influence of emotions on satisfaction, and advances the survey methods literature on measuring satisfaction in real-time and retrospectively. It also illustrates the need to enhance satisfaction and subjective well-being of transit riders, who are often found to be the least satisfied among all transportation users.

Suggested Citation

  • Huyen T. K. Le & Andre L. Carrel, 2021. "Happy today, satisfied tomorrow: emotion—satisfaction dynamics in a multi-week transit user smartphone survey," Transportation, Springer, vol. 48(1), pages 45-66, February.
    • Handle: RePEc:kap:transp:v:48:y:2021:i:1:d:10.1007_s11116-019-10042-6
    DOI: 10.1007/s11116-019-10042-6
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    1. Daniel Kahneman & Peter P. Wakker & Rakesh Sarin, 1997. "Back to Bentham? Explorations of Experienced Utility," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 375-406.
    2. Lancée, Sascha & Veenhoven, Ruut & Burger, Martijn, 2017. "Mood during commute in the Netherlands," Transportation Research Part A: Policy and Practice, Elsevier, vol. 104(C), pages 195-208.
    3. Andre Carrel & Raja Sengupta & Joan L. Walker, 2017. "The San Francisco Travel Quality Study: tracking trials and tribulations of a transit taker," Transportation, Springer, vol. 44(4), pages 643-679, July.
    4. Susanne Nordbakke & Tim Schwanen, 2014. "Well-being and Mobility: A Theoretical Framework and Literature Review Focusing on Older People," Mobilities, Taylor & Francis Journals, vol. 9(1), pages 104-129, February.
    5. Friman, Margareta, 2004. "The structure of affective reactions to critical incidents," Journal of Economic Psychology, Elsevier, vol. 25(3), pages 331-353, June.
    6. Jonas De Vos & Tim Schwanen & Veronique Van Acker & Frank Witlox, 2013. "Travel and Subjective Well-Being: A Focus on Findings, Methods and Future Research Needs," Transport Reviews, Taylor & Francis Journals, vol. 33(4), pages 421-442, July.
    7. Dea van Lierop & Madhav G. Badami & Ahmed M. El-Geneidy, 2018. "What influences satisfaction and loyalty in public transport? A review of the literature," Transport Reviews, Taylor & Francis Journals, vol. 38(1), pages 52-72, January.
    8. Ed Diener & Derrick Wirtz & William Tov & Chu Kim-Prieto & Dong-won Choi & Shigehiro Oishi & Robert Biswas-Diener, 2010. "New Well-being Measures: Short Scales to Assess Flourishing and Positive and Negative Feelings," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 97(2), pages 143-156, June.
    9. Abou-Zeid, Maya & Ben-Akiva, Moshe, 2012. "Travel mode switching: Comparison of findings from two public transportation experiments," Transport Policy, Elsevier, vol. 24(C), pages 48-59.
    10. Daniel Kahneman & Alan B. Krueger, 2006. "Developments in the Measurement of Subjective Well-Being," Journal of Economic Perspectives, American Economic Association, vol. 20(1), pages 3-24, Winter.
    11. Novaco, Raymond W. & Stokols, Daniel & Milanesi, Louis, 1990. "Objective and Subjective Dimensions Of Travel Impedance as Determinants Of Commuting Stress," University of California Transportation Center, Working Papers qt5jq8164z, University of California Transportation Center.
    12. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    13. Mano, Haim & Oliver, Richard L, 1993. "Assessing the Dimensionality and Structure of the Consumption Experience: Evaluation, Feeling, and Satisfaction," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 20(3), pages 451-466, December.
    14. 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.
    15. Richins, Marsha L, 1997. "Measuring Emotions in the Consumption Experience," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 24(2), pages 127-146, September.
    16. Novaco, Raymond W. & Stokols, Daniel & Milanesi, Louis, 1990. "Objective and Subjective Dimensions Of Travel Impedance as Determinants Of Commuting and Stress," University of California Transportation Center, Working Papers qt10m3x16k, University of California Transportation Center.
    17. Westbrook, Robert A & Oliver, Richard L, 1991. "The Dimensionality of Consumption Emotion Patterns and Consumer Satisfaction," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 18(1), pages 84-91, June.
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