IDEAS home Printed from https://ideas.repec.org/a/eee/jeeman/v134y2025ics0095069625001275.html

The value of cabin-based outdoor recreation: Evidence from a natural experiment

Author

Listed:
  • Skulstad, Andreas
  • Sandorf, Erlend Dancke
  • Venter, Zander
  • Dugstad, Anders

Abstract

Use-values of nonmarket environmental amenities are often elicited by studying the demand for outdoor recreation, and credible value estimates are essential for designing efficient policies affecting the supply of such goods. Yet, rigorous causal identification of outdoor recreation demand remains limited. Our study contributes to the growing literature that applies causal inference techniques and GPS-based observational data to the valuation of nonmarket environmental amenities. We exploit a sharp increase in electricity prices in Norway following Russia's invasion of Ukraine in 2022 as a natural experiment to study the price sensitivity of cabin-based outdoor recreation. Using activity traces from the training app Strava, spatially merged with geolocated cabin sites, we find a 15 % decline in cabin recreation following the price shock. From this response, we infer an average consumer surplus of approximately $6000 per cabin owner per year, equivalent to about $204 per use-day, and a price elasticity of −0.24, indicating inelastic demand. These findings point to considerable welfare benefits from cabin recreation and illustrate the value of combining quasi-experimental designs with high-frequency mobility data for valuation of nonmarket environmental amenities.

Suggested Citation

  • Skulstad, Andreas & Sandorf, Erlend Dancke & Venter, Zander & Dugstad, Anders, 2025. "The value of cabin-based outdoor recreation: Evidence from a natural experiment," Journal of Environmental Economics and Management, Elsevier, vol. 134(C).
  • Handle: RePEc:eee:jeeman:v:134:y:2025:i:c:s0095069625001275
    DOI: 10.1016/j.jeem.2025.103243
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0095069625001275
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jeem.2025.103243?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Keele, Luke J. & Titiunik, Rocío, 2015. "Geographic Boundaries as Regression Discontinuities," Political Analysis, Cambridge University Press, vol. 23(1), pages 127-155, January.
    2. Wardman, Mark, 2022. "Meta-analysis of price elasticities of travel demand in great britain: Update and extension," Transportation Research Part A: Policy and Practice, Elsevier, vol. 158(C), pages 1-18.
    3. Frank Lupi & Daniel J. Phaneuf & Roger H. von Haefen, 2020. "Best Practices for Implementing Recreation Demand Models," Review of Environmental Economics and Policy, University of Chicago Press, vol. 14(2), pages 302-323.
    4. Dai, Peichao & Zhang, Shaoliang & Gong, Yunlong & Zhou, Yuan & Hou, Huping, 2022. "A crowd-sourced valuation of recreational ecosystem services using mobile signal data applied to a restored wetland in China," Ecological Economics, Elsevier, vol. 192(C).
    5. Ashesh Rambachan & Jonathan Roth, 2023. "A More Credible Approach to Parallel Trends," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(5), pages 2555-2591.
    6. Jacob T. Bradt, 2025. "Hotelling Meets Wright: Spatial Sorting and Measurement Error in Recreation Demand Models," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 12(6), pages 1563-1600.
    7. English, Eric & von Haefen, Roger H. & Herriges, Joseph & Leggett, Christopher & Lupi, Frank & McConnell, Kenneth & Welsh, Michael & Domanski, Adam & Meade, Norman, 2018. "Estimating the value of lost recreation days from the Deepwater Horizon oil spill," Journal of Environmental Economics and Management, Elsevier, vol. 91(C), pages 26-45.
    8. John Whitehead & Daniel Phaneuf & Christopher Dumas & Jim Herstine & Jeffery Hill & Bob Buerger, 2010. "Convergent Validity of Revealed and Stated Recreation Behavior with Quality Change: A Comparison of Multiple and Single Site Demands," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 45(1), pages 91-112, January.
    9. William Greene, 2004. "Fixed Effects and Bias Due to the Incidental Parameters Problem in the Tobit Model," Econometric Reviews, Taylor & Francis Journals, vol. 23(2), pages 125-147.
    10. Sinclair, Michael & Ghermandi, Andrea & Signorello, Giovanni & Giuffrida, Laura & De Salvo, Maria, 2022. "Valuing Recreation in Italy's Protected Areas Using Spatial Big Data," Ecological Economics, Elsevier, vol. 200(C).
    11. Raj Chetty, 2009. "Sufficient Statistics for Welfare Analysis: A Bridge Between Structural and Reduced-Form Methods," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 451-488, May.
    12. Gellman, Jacob & Walls, Margaret & Wibbenmeyer, Matthew, 2025. "Welfare losses from wildfire smoke: Evidence from daily outdoor recreation data," Journal of Environmental Economics and Management, Elsevier, vol. 132(C).
    13. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769, December.
    14. Zandersen, Marianne & Tol, Richard S.J., 2009. "A meta-analysis of forest recreation values in Europe," Journal of Forest Economics, Elsevier, vol. 15(1-2), pages 109-130, January.
    15. Kolstoe, Sonja & Cameron, Trudy Ann, 2017. "The Non-market Value of Birding Sites and the Marginal Value of Additional Species: Biodiversity in a Random Utility Model of Site Choice by eBird Members," Ecological Economics, Elsevier, vol. 137(C), pages 1-12.
    16. Arthur R. Wardle, 2025. "The Recreational Value of Rare Species: Causal Evidence from the Cassia Crossbill," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 12(5), pages 1133-1164.
    17. Patrick Lloyd‐Smith & Ewa Zawojska, 2025. "How stable and predictable are welfare estimates using recreation demand models?," American Journal of Agricultural Economics, John Wiley & Sons, vol. 107(3), pages 846-868, May.
    18. Todd Guilfoos & Priya Thomas & Sonja Kolstoe, 2024. "Estimating habit‐forming and variety‐seeking behavior: Valuation of recreational birdwatching," American Journal of Agricultural Economics, John Wiley & Sons, vol. 106(3), pages 1193-1216, May.
    19. Ana Faria Lopes & John C. Whitehead, 2023. "Estimating the Ex Ante Recreational Loss of an Oil Spill Using Revealed and Stated Preference Data," Land Economics, University of Wisconsin Press, vol. 99(4), pages 490-508.
    20. Keeler, Bonnie L. & Wood, Spencer A. & Polasky, Stephen & Kling, Catherine L. & Filstrup, Christopher T. & Downing, John A., 2015. "Recreational demand for clean water: evidence from geotagged photographs by visitors to lakes," ISU General Staff Papers 201501290800001557, Iowa State University, Department of Economics.
    21. Lloyd-Smith, Patrick & Becker, Marcus, 2020. "The Economic Value of Camping using Administrative Data," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 45(3), September.
    22. Lusi Xie & Wiktor Adamowicz, 2023. "Temporal Reliability of Contingent Behavior Trip Data in Kuhn-Tucker Recreation Demand Models," Land Economics, University of Wisconsin Press, vol. 99(2), pages 182-202.
    23. Tharaka A. Jayalath & Patrick Lloyd-Smith & Marcus Becker, 2023. "Biodiversity Benefits of Birdwatching Using Citizen Science Data and Individualized Recreational Demand Models," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 86(1), pages 83-107, October.
    24. Amiran, Edoh Y. & Hagen, Daniel A., 2010. "The scope trials: Variation in sensitivity to scope and WTP with directionally bounded utility functions," Journal of Environmental Economics and Management, Elsevier, vol. 59(3), pages 293-301, May.
    25. Roth, Jonathan & Sant’Anna, Pedro H.C. & Bilinski, Alyssa & Poe, John, 2023. "What’s trending in difference-in-differences? A synthesis of the recent econometrics literature," Journal of Econometrics, Elsevier, vol. 235(2), pages 2218-2244.
    Full references (including those not matched with items on IDEAS)

    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. Chen, Dapeng & Chou, Shin-Yi & Xue, Bingjin, 2026. "Bittersweet: Grandparenting and elderly mental health in the two-child policy era," Journal of Development Economics, Elsevier, vol. 179(C).
    2. Gellman, Jacob & Walls, Margaret & Wibbenmeyer, Matthew, 2025. "Welfare losses from wildfire smoke: Evidence from daily outdoor recreation data," Journal of Environmental Economics and Management, Elsevier, vol. 132(C).
    3. Baraldi, Anna Laura & Cantabene, Claudia & De Iudicibus, Alessandro & Fosco, Giovanni & Papagni, Erasmo, 2025. "Shocks and Selection: How Earthquakes Shape Local Political Representation," MPRA Paper 125061, University Library of Munich, Germany, revised 18 Jun 2025.
    4. Francesco Vidoli, 2026. "The Geography of Impact: Endogenous Spatial Clustering for Difference-in-Differences Estimation," Working Papers 2601, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2026.
    5. Tharaka A. Jayalath & Patrick Lloyd-Smith & Marcus Becker, 2023. "Biodiversity Benefits of Birdwatching Using Citizen Science Data and Individualized Recreational Demand Models," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 86(1), pages 83-107, October.
    6. Patrick Lloyd‐Smith & Ewa Zawojska, 2025. "How stable and predictable are welfare estimates using recreation demand models?," American Journal of Agricultural Economics, John Wiley & Sons, vol. 107(3), pages 846-868, May.
    7. Kolstoe, Sonja & Naald, Brian Vander & Cohan, Alison, 2022. "A tale of two samples: Understanding WTP differences in the age of social media," Ecosystem Services, Elsevier, vol. 55(C).
    8. Zecharias Anteneh, 2026. "Beyond Parallel Trends in Staggered Difference-in-Differences: Identification under Higher-Order Parallelism," Papers 2606.17977, arXiv.org.
    9. Arne Henningsen & Guy Low & David Wuepper & Tobias Dalhaus & Hugo Storm & Dagim Belay & Stefan Hirsch, 2026. "Estimating Causal Effects With Observational Data: Guidelines for Agricultural and Applied Economists," Journal of Agricultural Economics, Wiley Blackwell, vol. 77(2), pages 356-382, June.
    10. Fernandes, Ana P. & Duanmu, Jing-Lin, 2025. "Foreign banks and firms’ export dynamics: Evidence from China’s banking reform," Journal of Development Economics, Elsevier, vol. 174(C).
    11. Yechan Park & Yuya Sasaki, 2024. "Matching $\leq$ Hybrid $\leq$ Difference in Differences," Papers 2411.07952, arXiv.org, revised Feb 2025.
    12. Aepli, Manuel & Kuhn, Andreas & Schweri, Jürg, 2021. "Culture, norms, and the provision of training by employers: Evidence from the Swiss language border," Labour Economics, Elsevier, vol. 73(C).
    13. Daniele, Federica & Pasquini, Alessandra & Clò, Stefano & Maltese, Enza, 2023. "Unburdening regulation: The impact of regulatory simplification on photovoltaic adoption in Italy," Energy Economics, Elsevier, vol. 125(C).
    14. Ben Deaner & Chen-Wei Hsiang & Andrei Zeleneev, 2025. "Inferring Treatment Effects in Large Panels by Uncovering Latent Similarities," Papers 2503.20769, arXiv.org, revised Mar 2025.
    15. Tang, Lianzhou & Xu, Wenli, 2025. "Patronage and pollution," Journal of Environmental Economics and Management, Elsevier, vol. 130(C).
    16. Li, Daiyue & Jin, Yanhong & Cheng, Mingwang, 2024. "Unleashing the power of industrial robotics on firm productivity: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 224(C), pages 500-520.
    17. Lynn Bergeland Morgan & Peter C. B. Phillips & Donggyu Sul, 2025. "Policy Evaluation with Nonlinear Trended Outcomes: Covid‐19 Vaccination Rates in the United States," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 40(6), pages 697-714, September.
    18. Soonwoo Kwon & Liyang Sun, 2025. "Estimating Treatment Effects Under Bounded Heterogeneity," Papers 2510.05454, arXiv.org, revised Apr 2026.
    19. Heagney, E.C. & Rose, J.M. & Ardeshiri, A. & Kovac, M., 2019. "The economic value of tourism and recreation across a large protected area network," Land Use Policy, Elsevier, vol. 88(C).
    20. Xinju He & Lanxin Liu & Hu Fu & Chuanjiang Yu & Sudong Hua, 2025. "Place-based policies develop digital enterprises: evidence from digital parks," Empirical Economics, Springer, vol. 69(6), pages 3547-3588, December.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • Q21 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Demand and Supply; Prices
    • Q26 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Recreational Aspects of Natural Resources
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth

    Statistics

    Access and download statistics

    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:eee:jeeman:v:134:y:2025:i:c:s0095069625001275. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622870 .

    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.