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Paying as you fly: Investigating air passengers’ preferences for voluntary carbon offset in Taiwan via the integrated choice and latent variable (ICLV) model

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  • Chen, Ching-Fu
  • Liu, Hsun-Ting

Abstract

Carbon offsets allow individuals to take responsibility for their carbon footprint by participating in emission-mitigation projects. The current low level of participation in voluntary carbon offsets calls for a deeper understanding of air passengers’ preferences for voluntary carbon offset schemes. Since the cobenefits of carbon offsets might encourage scheme participation, this study uses an integrated choice and latent variable model to investigate air passengers’ preferences for carbon offset schemes with cobenefits for business and tourism purposes. A sample of 339 responses collected via a stated preference survey is used for choice model estimation. The results reveal that scheme attributes can increase participation propensity, including three cobenefits (species extinction reduction, air pollution reduction, and premature death reduction), scheme costs, and government certification. The positive effect of attitudes toward carbon offsets on scheme participation is significant for tourism travelers. However, attitudes and altruism do not influence the scheme participation of business travelers. Business travelers’ willingness-to-pay values for scheme attributes are greater than those of tourism travelers. Discussions and empirical implications are provided for the development of voluntary carbon offsets.

Suggested Citation

  • Chen, Ching-Fu & Liu, Hsun-Ting, 2025. "Paying as you fly: Investigating air passengers’ preferences for voluntary carbon offset in Taiwan via the integrated choice and latent variable (ICLV) model," Transportation Research Part A: Policy and Practice, Elsevier, vol. 201(C).
    • Handle: RePEc:eee:transa:v:201:y:2025:i:c:s096585642500326x
    DOI: 10.1016/j.tra.2025.104693
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    1. Scheelhaase, Janina & Maertens, Sven & Grimme, Wolfgang & Jung, Martin, 2018. "EU ETS versus CORSIA – A critical assessment of two approaches to limit air transport's CO2 emissions by market-based measures," Journal of Air Transport Management, Elsevier, vol. 67(C), pages 55-62.
    2. Francisco J. Bahamonde-Birke & Uwe Kunert & Heike Link & Juan de Dios Ortúzar, 2017. "About attitudes and perceptions: finding the proper way to consider latent variables in discrete choice models," Transportation, Springer, vol. 44(3), pages 475-493, May.
    3. Robinson, Catherine J. & Renwick, Anna R. & May, Tracey & Gerrard, Emily & Foley, Rowan & Battaglia, Michael & Possingham, Hugh & Griggs, David & Walker, Daniel, 2016. "Indigenous benefits and carbon offset schemes: An Australian case study," Environmental Science & Policy, Elsevier, vol. 56(C), pages 129-134.
    4. Mingwei Li & Da Zhang & Chiao-Ting Li & Kathleen M. Mulvaney & Noelle E. Selin & Valerie J. Karplus, 2018. "Air quality co-benefits of carbon pricing in China," Nature Climate Change, Nature, vol. 8(5), pages 398-403, May.
    5. Kaiwen Ji & Qi Zhong & Li Ge & Gregoire Beaudoin & Isabelle Sagnes & Fabrice Raineri & Ramy El-Ganainy & Alejandro M. Yacomotti, 2023. "Tracking exceptional points above the lasing threshold," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    6. Ben-Akiva, Moshe & McFadden, Daniel & Train, Kenneth & Börsch-Supan, Axel, 2002. "Hybrid Choice Models: Progress and Challenges," Sonderforschungsbereich 504 Publications 02-29, Sonderforschungsbereich 504, Universität Mannheim;Sonderforschungsbereich 504, University of Mannheim.
    7. Julia Blasch & Mehdi Farsi, 2014. "Context effects and heterogeneity in voluntary carbon offsetting - a choice experiment in Switzerland," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 3(1), pages 1-24, March.
    8. Becken, Susanne & Mackey, Brendan, 2017. "What role for offsetting aviation greenhouse gas emissions in a deep-cut carbon world?," Journal of Air Transport Management, Elsevier, vol. 63(C), pages 71-83.
    9. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    10. Adam G. Bumpus & Diana M. Liverman, 2008. "Accumulation by Decarbonization and the Governance of Carbon Offsets," Economic Geography, Taylor & Francis Journals, vol. 84(2), pages 127-155, April.
    11. Richard H. Thaler, 2008. "Mental Accounting and Consumer Choice," Marketing Science, INFORMS, vol. 27(1), pages 15-25, 01-02.
    12. Adam G. Bumpus & Diana M. Liverman, 2008. "Accumulation by Decarbonization and the Governance of Carbon Offsets," Economic Geography, Clark University, vol. 84(2), pages 127-155, April.
    13. Anke Günther & Alexandra Barthelmes & Vytas Huth & Hans Joosten & Gerald Jurasinski & Franziska Koebsch & John Couwenberg, 2020. "Prompt rewetting of drained peatlands reduces climate warming despite methane emissions," Nature Communications, Nature, vol. 11(1), pages 1-5, December.
    14. Park, Jihyeon & Ryu, Yebin & Kim, Yitae, 2024. "Factors influencing air passengers' intention to purchase voluntary carbon offsetting programs: The moderating role of environmental knowledge," Journal of Air Transport Management, Elsevier, vol. 118(C).
    15. MacKerron, George J. & Egerton, Catrin & Gaskell, Christopher & Parpia, Aimie & Mourato, Susana, 2009. "Willingness to pay for carbon offset certification and co-benefits among (high-)flying young adults in the UK," Energy Policy, Elsevier, vol. 37(4), pages 1372-1381, April.
    16. Rotaris, Lucia & Giansoldati, Marco & Scorrano, Mariangela, 2020. "Are air travellers willing to pay for reducing or offsetting carbon emissions? Evidence from Italy," Transportation Research Part A: Policy and Practice, Elsevier, vol. 142(C), pages 71-84.
    17. J. West & Arlene Fiore & Larry Horowitz, 2012. "Scenarios of methane emission reductions to 2030: abatement costs and co-benefits to ozone air quality and human mortality," Climatic Change, Springer, vol. 114(3), pages 441-461, October.
    18. repec:xrs:meawpa:02009 is not listed on IDEAS
    19. Mello, Fabiana Peixoto de, 2024. "Voluntary carbon offset programs in aviation: A systematic literature review," Transport Policy, Elsevier, vol. 147(C), pages 158-168.
    20. Mayrhofer, Jan P. & Gupta, Joyeeta, 2016. "The science and politics of co-benefits in climate policy," Environmental Science & Policy, Elsevier, vol. 57(C), pages 22-30.
    21. Vij, Akshay & Walker, Joan L., 2016. "How, when and why integrated choice and latent variable models are latently useful," Transportation Research Part B: Methodological, Elsevier, vol. 90(C), pages 192-217.
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