IDEAS home Printed from https://ideas.repec.org/a/kap/transp/v48y2021i6d10.1007_s11116-020-10153-5.html
   My bibliography  Save this article

A novel perspective to enhance the role of TPB in predicting green travel: the moderation of affective-cognitive congruence of attitudes

Author

Listed:
  • Xuemei Fu

    (Shandong University)

Abstract

Successful and sustained interventions to obtain travel behavior change would be achieved based on a thorough understanding of individual’s decision-making process on travel. To narrow the gap between the theory of planned behavior (TPB) and green travel behavior, this study extends classical TPB by accommodating the moderating effect of affective-cognitive congruence of attitudes. Based on a cluster analysis utilizing affective and cognitive attitudes towards private driving, four groups are obtained, each characterized by different extent of feelings/emotions for private driving and of evaluations/beliefs about the consequences on environment due to car-use. A multi-group structural equation model analysis explicitly confirms the moderating role of affective-cognitive congruence of attitudes, given that the structural relations between overall attitude, subjective norm, active and passive PBC, green travel intention, as well as green travel behavior significantly differ depending on the extent and direction of the congruence between affective and cognitive attitudes. It is expected that the empirical findings might be useful for transport administrators to maximize the effects of their limited resources and funds.

Suggested Citation

  • Xuemei Fu, 2021. "A novel perspective to enhance the role of TPB in predicting green travel: the moderation of affective-cognitive congruence of attitudes," Transportation, Springer, vol. 48(6), pages 3013-3035, December.
  • Handle: RePEc:kap:transp:v:48:y:2021:i:6:d:10.1007_s11116-020-10153-5
    DOI: 10.1007/s11116-020-10153-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11116-020-10153-5
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11116-020-10153-5?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. McMillan, Tracy E., 2007. "The relative influence of urban form on a child's travel mode to school," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(1), pages 69-79, January.
    2. Xuemei Fu & Zhicai Juan, 2017. "Understanding public transit use behavior: integration of the theory of planned behavior and the customer satisfaction theory," Transportation, Springer, vol. 44(5), pages 1021-1042, September.
    3. Beige, Sigrun & Axhausen, Kay W., 2017. "The dynamics of commuting over the life course: Swiss experiences," Transportation Research Part A: Policy and Practice, Elsevier, vol. 104(C), pages 179-194.
    4. Pronello, Cristina & Camusso, Cristian, 2011. "Travellers’ profiles definition using statistical multivariate analysis of attitudinal variables," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1294-1308.
    5. 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.
    6. Zhang, Junyi & Yu, Biying & Chikaraishi, Makoto, 2014. "Interdependences between household residential and car ownership behavior: a life history analysis," Journal of Transport Geography, Elsevier, vol. 34(C), pages 165-174.
    7. Christin Hoffmann & Charles Abraham & Mathew P. White & Susan Ball & Stephen M. Skippon, 2017. "What cognitive mechanisms predict travel mode choice? A systematic review with meta-analysis," Transport Reviews, Taylor & Francis Journals, vol. 37(5), pages 631-652, September.
    8. Jia, Ning & Li, Liying & Ling, Shuai & Ma, Shoufeng & Yao, Wang, 2018. "Influence of attitudinal and low-carbon factors on behavioral intention of commuting mode choice – A cross-city study in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 111(C), pages 108-118.
    9. Cristina Pronello & Cristian Camusso, 2011. "Travellers’ profiles definition using statistical multivariate analysis of attitudinal variables," Post-Print halshs-01084027, HAL.
    10. Colin Black & Alan Collins & Martin Snell, 2001. "Encouraging Walking: The Case of Journey-to-school Trips in Compact Urban Areas," Urban Studies, Urban Studies Journal Limited, vol. 38(7), pages 1121-1141, June.
    11. Dong Zhang & Jan-Dirk Schmöcker & Satoshi Fujii & Xiaoguang Yang, 2016. "Social norms and public transport usage: empirical study from Shanghai," Transportation, Springer, vol. 43(5), pages 869-888, September.
    12. Prillwitz, Jan & Barr, Stewart, 2011. "Moving towards sustainability? Mobility styles, attitudes and individual travel behaviour," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1590-1600.
    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. Hamid Mahmood Gelaidan & Abdullah Al-Swidi & Muhammad Haroon Hafeez, 2023. "Studying the Joint Effects of Perceived Service Quality, Perceived Benefits, and Environmental Concerns in Sustainable Travel Behavior: Extending the TPB," Sustainability, MDPI, vol. 15(14), pages 1-22, July.
    2. Álvaro Hernández-Tamurejo & Francisco Javier S. Lacárcel & Vincenzo Corvello, 2024. "Exploring smart workers' willingness to sacrifice and its managerial entrepreneurship implications towards a new mobility paradigm," International Entrepreneurship and Management Journal, Springer, vol. 20(3), pages 2047-2074, September.
    3. Mengtian Zhang & Huiling Wang, 2024. "Exploring the Factors Affecting Farmers’ Willingness to Cultivate Eco-Agriculture in the Qilian Mountain National Park Based on an Extended TPB Model," Land, MDPI, vol. 13(3), pages 1-24, March.
    4. Djula Borozan & Sanja Pfeifer, 2023. "Unpacking Psychological Antecedents of Low-Carbon Behavior: What Differentiates Champions, Skeptics, Talkers and Walkers across Young Adults?," Sustainability, MDPI, vol. 15(21), pages 1-18, November.
    5. Nguyen-Phuoc, Duy Quy & Su, Diep Ngoc & Nguyen, Minh Hieu & Vo, Nguyen S. & Oviedo-Trespalacios, Oscar, 2022. "Factors influencing intention to use on-demand shared ride-hailing services in Vietnam: risk, cost or sustainability?," Journal of Transport Geography, Elsevier, vol. 99(C).
    6. Barr, Stewart & Lampkin, Sal & Dawkins, Laura & Williamson, Daniel, 2022. "‘I feel the weather and you just know’. Narrating the dynamics of commuter mobility choices," Journal of Transport Geography, Elsevier, vol. 103(C).
    7. Nguyen-Phuoc, Duy Quy & Truong, Thi Minh & Nguyen, Minh Hieu & Pham, Huong-Giang & Li, Zhi-Chun & Oviedo-Trespalacios, Oscar, 2024. "What factors influence the intention to use electric motorcycles in motorcycle-dominated countries? An empirical study in Vietnam," Transport Policy, Elsevier, vol. 146(C), pages 193-204.

    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. 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.
    2. Guan, Xiaodong & Wang, Donggen, 2020. "The multiplicity of self-selection: What do travel attitudes influence first, residential location or work place?," Journal of Transport Geography, Elsevier, vol. 87(C).
    3. Wolf, Ingo & Schröder, Tobias, 2019. "Connotative meanings of sustainable mobility: A segmentation approach using cultural sentiments," Transportation Research Part A: Policy and Practice, Elsevier, vol. 126(C), pages 259-280.
    4. Haustein, Sonja & Nielsen, Thomas A. Sick, 2016. "European mobility cultures: A survey-based cluster analysis across 28 European countries," Journal of Transport Geography, Elsevier, vol. 54(C), pages 173-180.
    5. Domokos Esztergár-Kiss, 2020. "Trip Chaining Model with Classification and Optimization Parameters," Sustainability, MDPI, vol. 12(16), pages 1-15, August.
    6. Elias, Wafa & Katoshevski-Cavari, Rachel, 2014. "The role of socio-economic and environmental characteristics in school-commuting behavior: A comparative study of Jewish and Arab children in Israel," Transport Policy, Elsevier, vol. 32(C), pages 79-87.
    7. Van Acker, Veronique & Ho, Loan & Stevens, Larissa & Mulley, Corinne, 2020. "Quantifying the effects of childhood and previous residential experiences on the use of public transport," Journal of Transport Geography, Elsevier, vol. 86(C).
    8. Yizhao Yang & Steve Abbott & Marc Schlossberg, 2012. "The Influence of School Choice Policy on Active School Commuting: A Case Study of a Middle-Sized School District in Oregon," Environment and Planning A, , vol. 44(8), pages 1856-1874, August.
    9. Stewart, Orion & Vernez Moudon, Anne & Claybrooke, Charlotte, 2012. "Common ground: Eight factors that influence walking and biking to school," Transport Policy, Elsevier, vol. 24(C), pages 240-248.
    10. Lin, Jen-Jia & Yu, Tzu-Pen, 2011. "Built environment effects on leisure travel for children: Trip generation and travel mode," Transport Policy, Elsevier, vol. 18(1), pages 246-258, January.
    11. Alonso-González, María J. & Hoogendoorn-Lanser, Sascha & van Oort, Niels & Cats, Oded & Hoogendoorn, Serge, 2020. "Drivers and barriers in adopting Mobility as a Service (MaaS) – A latent class cluster analysis of attitudes," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 378-401.
    12. Grischkat, Sylvie & Hunecke, Marcel & Böhler, Susanne & Haustein, Sonja, 2014. "Potential for the reduction of greenhouse gas emissions through the use of mobility services," Transport Policy, Elsevier, vol. 35(C), pages 295-303.
    13. Ghadir Pourhashem & Christina Georgouli & Eva Malichová & Milan Straka & Tatiana Kováčiková, 2024. "Factors influencing the perceived value of travel time in European urban areas," Transportation, Springer, vol. 51(4), pages 1525-1545, August.
    14. Strömblad, Emma, 2024. "Identifying mobility segments for leisure travel: A cluster analysis based on a one-month travel survey," Transportation Research Part A: Policy and Practice, Elsevier, vol. 181(C).
    15. McDonald, Noreen C., 2008. "Household interactions and children’s school travel: the effect of parental work patterns on walking and biking to school," Journal of Transport Geography, Elsevier, vol. 16(5), pages 324-331.
    16. Park, Hyunsoo & Noland, Robert B. & Lachapelle, Ugo, 2013. "Active school trips: associations with caregiver walking frequency," Transport Policy, Elsevier, vol. 29(C), pages 23-28.
    17. Li, Shengxiao & Zhao, Pengjun, 2015. "The determinants of commuting mode choice among school children in Beijing," Journal of Transport Geography, Elsevier, vol. 46(C), pages 112-121.
    18. Noreen McDonald, 2008. "Children’s mode choice for the school trip: the role of distance and school location in walking to school," Transportation, Springer, vol. 35(1), pages 23-35, January.
    19. Guo, Jia & Feng, Tao & Zhang, Junyi & Timmermans, Harry J.P., 2020. "Temporal interdependencies in mobility decisions over the life course: A household-level analysis using dynamic Bayesian networks," Journal of Transport Geography, Elsevier, vol. 82(C).
    20. Chankrajang, Thanyaporn & Muttarak, Raya, 2017. "Green Returns to Education: Does Schooling Contribute to Pro-Environmental Behaviours? Evidence from Thailand," Ecological Economics, Elsevier, vol. 131(C), pages 434-448.

    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:kap:transp:v:48:y:2021:i:6:d:10.1007_s11116-020-10153-5. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.