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Do mobile applications foster sustainable mobility? Evidence from a field experiment

Author

Listed:
  • Alexander Goetz

    (Swiss National Bank
    ETH Zurich)

  • Ioana Marinica

    (ETH Zurich)

  • Harald Mayr

    (University of Zurich)

  • Luca Mosetti

    (ETH Zurich)

  • Renate Schubert

    (ETH Zurich)

Abstract

Mobile applications hold promise to foster sustainable mobility behavior, but evaluations of their effectiveness are subject to a number of empirical challenges. We conduct a randomized controlled trial with three distinctive features: unobtrusive tracking of the control group, limited sample attrition, and a representative sample. In our study, 410 participants track their mobility behavior over a 5 week period. After 1 week, the treatment group engages with the user interface of the “Swiss Climate Challenge App”. The user interface combines information on individual $$\hbox {CO}_2$$ CO 2 emissions with gamification features. We find a treatment effect that implies a $$9.8\%$$ 9.8 % reduction in emissions caused by access to the mobile application. While we lack the statistical power to exclude a zero average effect, we find statistically significant emission reductions in the second half of the intervention period, among subjects in medium population density areas, and among men. Our findings suggest that mobile applications could generate considerable net benefits, but larger studies will be needed for validation.

Suggested Citation

  • Alexander Goetz & Ioana Marinica & Harald Mayr & Luca Mosetti & Renate Schubert, 2024. "Do mobile applications foster sustainable mobility? Evidence from a field experiment," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 160(1), pages 1-33, December.
  • Handle: RePEc:spr:sjecst:v:160:y:2024:i:1:d:10.1186_s41937-024-00129-y
    DOI: 10.1186/s41937-024-00129-y
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    References listed on IDEAS

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    1. Katrina Jessoe & Gabriel E. Lade & Frank Loge & Edward Spang, 2021. "Spillovers from Behavioral Interventions: Experimental Evidence from Water and Energy Use," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 8(2), pages 315-346.
    2. Adam Rosenfield & John P. Attanucci & Jinhua Zhao, 2020. "A randomized controlled trial in travel demand management," Transportation, Springer, vol. 47(4), pages 1907-1932, August.
    3. Joseph Molloy & Alberto Castro & Thomas Götschi & Beaumont Schoeman & Christopher Tchervenkov & Uros Tomic & Beat Hintermann & Kay W. Axhausen, 2023. "The MOBIS dataset: a large GPS dataset of mobility behaviour in Switzerland," Transportation, Springer, vol. 50(5), pages 1983-2007, October.
    4. Kevin Rennert & Frank Errickson & Brian C. Prest & Lisa Rennels & Richard G. Newell & William Pizer & Cora Kingdon & Jordan Wingenroth & Roger Cooke & Bryan Parthum & David Smith & Kevin Cromar & Dela, 2022. "Comprehensive evidence implies a higher social cost of CO2," Nature, Nature, vol. 610(7933), pages 687-692, October.
    5. Ariella S. Kristal & Ashley V. Whillans, 2020. "What we can learn from five naturalistic field experiments that failed to shift commuter behaviour," Nature Human Behaviour, Nature, vol. 4(2), pages 169-176, February.
    6. Vojtěch Máca & Milan Ščasný & Iva Zvěřinová & Michal Jakob & Jan Hrnčíř, 2020. "Incentivizing Commuter Cycling by Financial and Non-Financial Rewards," IJERPH, MDPI, vol. 17(17), pages 1-14, August.
    7. Sengupta, Raja & Walker, Joan L., 2015. "Quantified Traveler: Travel Feedback Meets the Cloud to Change Behavior," University of California Transportation Center, Working Papers qt2vw4n4zc, University of California Transportation Center.
    8. Tiefenbeck, Verena & Staake, Thorsten & Roth, Kurt & Sachs, Olga, 2013. "For better or for worse? Empirical evidence of moral licensing in a behavioral energy conservation campaign," Energy Policy, Elsevier, vol. 57(C), pages 160-171.
    9. Ciccone, A. & Fyhri, A. & Sundfør, H.B., 2021. "Using behavioral insights to incentivize cycling: Results from a field experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 1035-1058.
    10. Goetz, Alexander & Mayr, Harald & Schubert, Renate, 2024. "One thing leads to another: Evidence on the scope and persistence of behavioral spillovers," Journal of Public Economics, Elsevier, vol. 236(C).
    11. Gravert, Christina & Olsson Collentine, Linus, 2021. "When nudges aren’t enough: Norms, incentives and habit formation in public transport usage," Journal of Economic Behavior & Organization, Elsevier, vol. 190(C), pages 1-14.
    12. Francesca Cellina & Dominik Bucher & Francesca Mangili & José Veiga Simão & Roman Rudel & Martin Raubal, 2019. "A Large Scale, App-Based Behaviour Change Experiment Persuading Sustainable Mobility Patterns: Methods, Results and Lessons Learnt," Sustainability, MDPI, vol. 11(9), pages 1-23, May.
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    More about this item

    Keywords

    Sustainable mobility; Mobile application; Randomized controlled trial;
    All these keywords.

    JEL classification:

    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • Q50 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - General

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