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Readiness to Change and Pro-Environmental Transportation Behaviors: A Multidimensional and Gender-Sensitive Analysis

Author

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  • Mirko Duradoni

    (Department of Education, Literatures, Intercultural Studies, Languages and Psychology, University of Florence, 50135 Florence, Italy)

  • Marina Baroni

    (Department of Education, Literatures, Intercultural Studies, Languages and Psychology, University of Florence, 50135 Florence, Italy)

  • Giulia Valdrighi

    (Department of Education, Literatures, Intercultural Studies, Languages and Psychology, University of Florence, 50135 Florence, Italy)

  • Andrea Guazzini

    (Department of Education, Literatures, Intercultural Studies, Languages and Psychology, University of Florence, 50135 Florence, Italy
    Centre for the Study of Complex Dynamics, University of Florence, 50135 Florence, Italy)

Abstract

The escalating climate crisis necessitates urgent and widespread behavioral change, particularly in transportation choices, given their significant contribution to greenhouse gas emissions. This study examines the relationship between dimensions of readiness to change (RTC) and pro-environmental transportation behaviors (PEB-T), exploring both linear and non-linear patterns of association. Data were collected from 807 participants via an online survey, and analyses included linear discriminant analysis (LDA) and network analysis (NA) to account for non-linear relationships and gender-specific variations. Results indicate that perceived importance of the problem consistently emerged as a critical predictor of PEB-T across all analyses and gender groups. However, other dimensions, such as motivation, effectiveness of the proposed solution, action, and perceived readiness, exhibited gender-sensitive effects. These findings advance the understanding of RTC as a determinant of PEB-T, highlighting both universal and gender-specific predictors. The study supports the hypothesis of non-linear relationships between antecedents and behaviors, emphasizing the need for tailored interventions.

Suggested Citation

  • Mirko Duradoni & Marina Baroni & Giulia Valdrighi & Andrea Guazzini, 2025. "Readiness to Change and Pro-Environmental Transportation Behaviors: A Multidimensional and Gender-Sensitive Analysis," Sustainability, MDPI, vol. 17(7), pages 1-24, March.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:7:p:3021-:d:1623018
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    References listed on IDEAS

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    1. Thøgersen, John & Noblet, Caroline, 2012. "Does green consumerism increase the acceptance of wind power?," Energy Policy, Elsevier, vol. 51(C), pages 854-862.
    2. Wei-Ta Fang & Yi-Te Chiang & Eric Ng & Jen-Chieh Lo, 2019. "Using the Norm Activation Model to Predict the Pro-Environmental Behaviors of Public Servants at the Central and Local Governments in Taiwan," Sustainability, MDPI, vol. 11(13), pages 1-20, July.
    3. Mirko Duradoni & Giulia Valdrighi & Alessia Donati & Maria Fiorenza & Luisa Puddu & Andrea Guazzini, 2024. "Development and Validation of the Readiness to Change Scale (RtC) for Sustainability," Sustainability, MDPI, vol. 16(11), pages 1-27, May.
    4. Yong Li & Bairong Wang & Orachorn Saechang, 2022. "Is Female a More Pro-Environmental Gender? Evidence from China," IJERPH, MDPI, vol. 19(13), pages 1-11, June.
    5. Jingjing Zeng & Meiquan Jiang & Meng Yuan, 2020. "Environmental Risk Perception, Risk Culture, and Pro-Environmental Behavior," IJERPH, MDPI, vol. 17(5), pages 1-18, March.
    6. Jenny Doorn & Peter Verhoef & Tammo Bijmolt, 2007. "The importance of non-linear relationships between attitude and behaviour in policy research," Journal of Consumer Policy, Springer, vol. 30(2), pages 75-90, June.
    7. repec:hal:spmain:info:hdl:2441/61ih2qtadc8g1894enmudd2f09 is not listed on IDEAS
    8. Anne M. van Valkengoed & Linda Steg, 2019. "Meta-analyses of factors motivating climate change adaptation behaviour," Nature Climate Change, Nature, vol. 9(2), pages 158-163, February.
    9. repec:spo:wpmain:info:hdl:2441/61ih2qtadc8g1894enmudd2f09 is not listed on IDEAS
    10. Qinyuan Wan & Wencui Du, 2022. "Social Capital, Environmental Knowledge, and Pro-Environmental Behavior," IJERPH, MDPI, vol. 19(3), pages 1-17, January.
    Full references (including those not matched with items on IDEAS)

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