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Prevalence of alternative processing rules in the formation of daily travel satisfaction in the context multi-trip, multi-stage, multi-attribute travel experiences

Author

Listed:
  • Yanan Gao

    (Chang’an University)

  • Soora Rasouli

    (Eindhoven University of Technology)

  • Harry Timmermans

    (Eindhoven University of Technology
    Nanjing University of Aeronautics and Astronautics)

  • Yuanqing Wang

    (Chang’an University)

Abstract

Requesting respondents to provide satisfaction ratings for multi-stage trips or daily travel experiences implies they have to value each stage, respectively trip, based on memory recall and then cognitively integrate these judgments into the requested satisfaction rating. Our knowledge about the prevalence of alternate processing rules that may be used to arrive at trip satisfaction ratings is very limited. Research on this topic in travel behavior analysis is very scarce indeed. In contributing to the research on travel satisfaction, we therefore compare the performance of different processing rules using data on satisfaction with public transport trips from Xi’an, China. Based on the results of this study, we found the peak-end rule, except for the disjunctive rule, consistently had the lowest explained variance, also after controlling for socio-demographics, mood and personality traits. Rather, for all estimated models, the conjunctive processing rule had the highest associated explained variance. It suggests that the trip stage, respectively trip, with the lowest satisfaction dominates overall satisfaction. Also, we did not find much evidence of a recency effect. Rather, the satisfaction of the first trip or stage has higher marginal effects on overall satisfaction than more recent trips or stages.

Suggested Citation

  • Yanan Gao & Soora Rasouli & Harry Timmermans & Yuanqing Wang, 2020. "Prevalence of alternative processing rules in the formation of daily travel satisfaction in the context multi-trip, multi-stage, multi-attribute travel experiences," Transportation, Springer, vol. 47(3), pages 1199-1221, June.
    • Handle: RePEc:kap:transp:v:47:y:2020:i:3:d:10.1007_s11116-018-9941-0
    DOI: 10.1007/s11116-018-9941-0
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    1. Abou-Zeid, Maya & Ben-Akiva, Moshe, 2011. "The effect of social comparisons on commute well-being," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(4), pages 345-361, May.
    2. Cecilia Bergstad & Amelie Gamble & Tommy Gärling & Olle Hagman & Merritt Polk & Dick Ettema & Margareta Friman & Lars Olsson, 2011. "Subjective well-being related to satisfaction with daily travel," Transportation, Springer, vol. 38(1), pages 1-15, January.
    3. dell'Olio, Luigi & Ibeas, Angel & Cecín, Patricia, 2010. "Modelling user perception of bus transit quality," Transport Policy, Elsevier, vol. 17(6), pages 388-397, November.
    4. dell'Olio, Luigi & Ibeas, Angel & Cecin, Patricia, 2011. "The quality of service desired by public transport users," Transport Policy, Elsevier, vol. 18(1), pages 217-227, January.
    5. Maya Abou-Zeid & Satoshi Fujii, 2016. "Travel satisfaction effects of changes in public transport usage," Transportation, Springer, vol. 43(2), pages 301-314, March.
    6. 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.
    7. 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.
    8. Eboli, Laura & Mazzulla, Gabriella, 2011. "A methodology for evaluating transit service quality based on subjective and objective measures from the passenger's point of view," Transport Policy, Elsevier, vol. 18(1), pages 172-181, January.
    9. Spinney, Jamie E.L. & Scott, Darren M. & Newbold, K. Bruce, 2009. "Transport mobility benefits and quality of life: A time-use perspective of elderly Canadians," Transport Policy, Elsevier, vol. 16(1), pages 1-11, January.
    10. Haruna Suzuki & Satoshi Fujii & Tommy Gärling & Dick Ettema & Lars Olsson & Margareta Friman, 2014. "Rules for aggregated satisfaction with work commutes," Transportation, Springer, vol. 41(3), pages 495-506, May.
    11. Abenoza, Roberto F. & Cats, Oded & Susilo, Yusak O., 2017. "Travel satisfaction with public transport: Determinants, user classes, regional disparities and their evolution," Transportation Research Part A: Policy and Practice, Elsevier, vol. 95(C), pages 64-84.
    12. Ettema, Dick & Friman, Margareta & Gärling, Tommy & Olsson, Lars E. & Fujii, Satoshi, 2012. "How in-vehicle activities affect work commuters’ satisfaction with public transport," Journal of Transport Geography, Elsevier, vol. 24(C), pages 215-222.
    13. Ettema, Dick & Gärling, Tommy & Olsson, Lars E. & Friman, Margareta, 2010. "Out-of-home activities, daily travel, and subjective well-being," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(9), pages 723-732, November.
    14. Fellesson, Markus & Friman, Margareta, 2008. "Perceived Satisfaction with Public Transport Service in Nine European Cities," Journal of the Transportation Research Forum, Transportation Research Forum, vol. 47(3).
    15. Jason Cao, 2013. "The association between light rail transit and satisfactions with travel and life: evidence from Twin Cities," Transportation, Springer, vol. 40(5), pages 921-933, September.
    16. de Oña, Juan & de Oña, Rocío & Eboli, Laura & Mazzulla, Gabriella, 2013. "Perceived service quality in bus transit service: A structural equation approach," Transport Policy, Elsevier, vol. 29(C), pages 219-226.
    17. Currie, Graham & Richardson, Tony & Smyth, Paul & Vella-Brodrick, Dianne & Hine, Julian & Lucas, Karen & Stanley, Janet & Morris, Jenny & Kinnear, Ray & Stanley, John, 2009. "Investigating links between transport disadvantage, social exclusion and well-being in Melbourne--Preliminary results," Transport Policy, Elsevier, vol. 16(3), pages 97-105, July.
    18. Friman, Margareta & Gärling, Tommy & Ettema, Dick & Olsson, Lars E., 2017. "How does travel affect emotional well-being and life satisfaction?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 106(C), pages 170-180.
    19. Paula Vicente & Elizabeth Reis, 2016. "Profiling public transport users through perceptions about public transport providers and satisfaction with the public transport service," Public Transport, Springer, vol. 8(3), pages 387-403, December.
    20. Dea Lierop & Ahmed El-Geneidy, 2018. "Is having a positive image of public transit associated with travel satisfaction and continued transit usage? An exploratory study of bus transit," Public Transport, Springer, vol. 10(2), pages 241-256, August.
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