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Bridging the behavioral valuation gap: A prosumer perspective on discrepancies between willingness to accept and willingness to pay in shared parking

Author

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  • Hong, Doosun
  • Jang, Sunghoon

Abstract

Amid rising car ownership and limited urban parking, shared parking has emerged as a promising solution to address mismatches between parking supply and demand. However, the widespread adoption of shared parking services remains limited, primarily due to a divergence in valuation between providers and users within the sharing economy. This study explores the adoption behaviors of prosumers of shared parking from both the provider and user perspectives, aiming to address the behavioral mechanisms with the willingness to accept (WTA)-willingness to pay (WTP) discrepancy. A sequential stated preference survey was conducted among current shared parking prosumers in Seoul, Korea, where each respondent completed both provider and user scenarios in randomized order to capture role-specific preferences. The mixed logit model approach with latent variables (social and hedonist innovativeness) is employed to account for unobserved heterogeneity. Model results reveal that providers are more strongly influenced by social factors than users, and social innovativeness has a larger behavioral impact than hedonist innovativeness across both roles. For deeper insights, this study applies personalized taste weights to enable the identification of heterogeneous discrepancies in WTA-WTP across individuals. A notable discrepancy was found between WTA and WTP, and a personalized taste weights approach reveals substantial variability in the magnitude of valuation asymmetries among individuals, especially concerning shared parking time usage. Notably, this gap was mitigated among those with higher personal innovativeness, indicating an impact of social and hedonist innovativeness in reducing the discrepancy. These findings necessitate a shift from simplistic financial incentives to strategies that harness social influence and cater to diverse psychological profiles, emphasizing the importance of addressing the WTA-WTP discrepancy through comprehensive incentive structures and social recognition mechanisms to foster broader participation in shared parking services.

Suggested Citation

  • Hong, Doosun & Jang, Sunghoon, 2026. "Bridging the behavioral valuation gap: A prosumer perspective on discrepancies between willingness to accept and willingness to pay in shared parking," Transportation Research Part A: Policy and Practice, Elsevier, vol. 208(C).
  • Handle: RePEc:eee:transa:v:208:y:2026:i:c:s0965856426001291
    DOI: 10.1016/j.tra.2026.104988
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    References listed on IDEAS

    as
    1. Shoup, Donald C., 2006. "Cruising for parking," Transport Policy, Elsevier, vol. 13(6), pages 479-486, November.
    2. Feo-Valero, María & Arencibia, Ana Isabel & Román, Concepción, 2016. "Analyzing discrepancies between willingness to pay and willingness to accept for freight transport attributes," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 89(C), pages 151-164.
    3. David A Hensher & William H Greene & John M Rose, 2006. "Deriving Willingness-to-Pay Estimates of Travel-Time Savings from Individual-Based Parameters," Environment and Planning A, , vol. 38(12), pages 2365-2376, December.
    4. Ange Wang & Hongzhi Guan & Zhengtao Qin & Junze Zhu & Abdul Qadeer Khan, 2021. "Study on the Intention of Private Parking Space Owners of Different Levels of Cities to Participate in Shared Parking in China," Discrete Dynamics in Nature and Society, Hindawi, vol. 2021, pages 1-16, May.
    5. Knetsch, Jack L, 1989. "The Endowment Effect and Evidence of Nonreversible Indifference Curves," American Economic Review, American Economic Association, vol. 79(5), pages 1277-1284, December.
    6. Amos Tversky & Daniel Kahneman, 1991. "Loss Aversion in Riskless Choice: A Reference-Dependent Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 1039-1061.
    7. Erik Meijer & Jan Rouwendal, 2006. "Measuring welfare effects in models with random coefficients," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(2), pages 227-244, March.
    8. Cabello, Nicolás & Galilea, Patricia & Ortúzar, Juan de Dios, 2025. "Valuing improvements to bus universal accessibility for visually impaired users: A case study in Santiago, Chile," Research in Transportation Economics, Elsevier, vol. 110(C).
    9. Horowitz, John K. & McConnell, Kenneth E., 2002. "A Review of WTA/WTP Studies," Journal of Environmental Economics and Management, Elsevier, vol. 44(3), pages 426-447, November.
    10. Xiang, Diandian & Jiao, Guanzhe & Sun, Bin & Peng, Chenming & Ran, Yaxuan, 2022. "Prosumer-to-customer exchange in the sharing economy: Evidence from the P2P accommodation context," Journal of Business Research, Elsevier, vol. 145(C), pages 426-441.
    11. Sarrias, Mauricio, 2020. "Individual-specific posterior distributions from Mixed Logit models: Properties, limitations and diagnostic checks," Journal of choice modelling, Elsevier, vol. 36(C).
    12. Ning, Yu & Yan, Mian & Xu, Su Xiu & Li, Yina & Li, Lixu, 2021. "Shared parking acceptance under perceived network externality and risks: Theory and evidence," Transportation Research Part A: Policy and Practice, Elsevier, vol. 150(C), pages 1-15.
    13. Wen Jiang & Tao Feng & Harry JP Timmermans, 2020. "Non-linear asymmetric gap models of residential satisfaction: Formulation and empirical evidence," Environment and Planning B, , vol. 47(4), pages 569-589, May.
    14. Willig, Robert D, 1976. "Consumer's Surplus without Apology," American Economic Review, American Economic Association, vol. 66(4), pages 589-597, September.
    15. Ho, Chinh Q. & Hensher, David A. & Mulley, Corinne & Wong, Yale Z., 2018. "Potential uptake and willingness-to-pay for Mobility as a Service (MaaS): A stated choice study," Transportation Research Part A: Policy and Practice, Elsevier, vol. 117(C), pages 302-318.
    16. Ogoudélé S. Codjo & Denis Acclassato & Rose Fiamohe & Sylvain Kpenavoun & Gauthier Biaou, 2020. "Comparative analysis of the preference of producers and processors for domestic rice production contracts in Benin," Agribusiness, John Wiley & Sons, Ltd., vol. 36(2), pages 242-258, April.
    17. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    18. Sang-Lin Han & Hyunseok Song & Jerry J. Han, 2013. "Effects of technology readiness on prosumer attitude and eWOM," Journal of Global Scholars of Marketing Science, Taylor & Francis Journals, vol. 23(2), pages 159-174, March.
    19. Shoup, Donald C., 2006. "Cruising for Parking," University of California Transportation Center, Working Papers qt55s7079f, University of California Transportation Center.
    20. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387, June.
    21. Farideh Ramjerdi & Johanna Lindqvist Dillén, 2007. "Gap between Willingness‐to‐Pay (WTP) and Willingness‐to‐Accept (WTA) Measures of Value of Travel Time: Evidence from Norway and Sweden," Transport Reviews, Taylor & Francis Journals, vol. 27(5), pages 637-651, February.
    22. Georgantzís, Nikolaos & Navarro-Martínez, Daniel, 2010. "Understanding the WTA-WTP gap: Attitudes, feelings, uncertainty and personality," Journal of Economic Psychology, Elsevier, vol. 31(6), pages 895-907, December.
    23. Heidenreich, Sven & Kraemer, Tobias, 2015. "Passive innovation resistance: The curse of innovation? Investigating consequences for innovative consumer behavior," Journal of Economic Psychology, Elsevier, vol. 51(C), pages 134-151.
    24. Jang, Sunghoon & Hong, Doosun & Jung, Yeonwoo & Lee, Chungwon, 2024. "Exploring reference-dependency in route switching behavior on intercity travel: Endowment effect and disparities between willingness to pay and willingness to accept," Transport Policy, Elsevier, vol. 155(C), pages 224-233.
    25. Stephane Hess & Nesha Beharry-Borg, 2012. "Accounting for Latent Attitudes in Willingness-to-Pay Studies: The Case of Coastal Water Quality Improvements in Tobago," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 52(1), pages 109-131, May.
    26. Roehrich, Gilles, 2004. "Consumer innovativeness: Concepts and measurements," Journal of Business Research, Elsevier, vol. 57(6), pages 671-677, June.
    27. Ardeshiri, Ali & Safarighouzhdi, Farshid & Hossein Rashidi, Taha, 2021. "Measuring willingness to pay for shared parking," Transportation Research Part A: Policy and Practice, Elsevier, vol. 152(C), pages 186-202.
    28. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    29. Mauricio Sillano & Juan de Dios Ortúzar, 2005. "Willingness-to-Pay Estimation with Mixed Logit Models: Some New Evidence," Environment and Planning A, , vol. 37(3), pages 525-550, March.
    30. Kahneman, Daniel & Knetsch, Jack L & Thaler, Richard H, 1990. "Experimental Tests of the Endowment Effect and the Coase Theorem," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1325-1348, December.
    31. Moon, Wanki & Balasubramanian, Siva K. & Rimal, Arbindra, 2007. "Willingness to Pay (WTP) a Premium for Non-GM Foods versus Willingness to Accept (WTA) a Discount for GM Foods," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 32(2), pages 1-20, August.
    32. Wenbo Li & Mengzhe Wang & Miao Yu & Xiao Zheng, 2022. "The Impact of Social Conformity on Adopting Decision of Shared Electric Vehicles: A Choice Experiment Analysis in China," IJERPH, MDPI, vol. 19(4), pages 1-13, February.
    33. Hess, Stephane & Rose, John M. & Hensher, David A., 2008. "Asymmetric preference formation in willingness to pay estimates in discrete choice models," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 44(5), pages 847-863, September.
    34. Brekke, Kjell Arne & Kverndokk, Snorre & Nyborg, Karine, 2003. "An economic model of moral motivation," Journal of Public Economics, Elsevier, vol. 87(9-10), pages 1967-1983, September.
    35. Juho Hamari & Mimmi Sjöklint & Antti Ukkonen, 2016. "The sharing economy: Why people participate in collaborative consumption," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 67(9), pages 2047-2059, September.
    36. Caiati, Valeria & Rasouli, Soora & Timmermans, Harry, 2020. "Bundling, pricing schemes and extra features preferences for mobility as a service: Sequential portfolio choice experiment," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 123-148.
    37. Boyce, Rebecca R, et al, 1992. "An Experimental Examination of Intrinsic Values as a," American Economic Review, American Economic Association, vol. 82(5), pages 1366-1373, December.
    38. Joan L. Walker & Yanqiao Wang & Mikkel Thorhauge & Moshe Ben-Akiva, 2018. "D-efficient or deficient? A robustness analysis of stated choice experimental designs," Theory and Decision, Springer, vol. 84(2), pages 215-238, March.
    39. Francisco Amador & Rosa González & Juan Ortúzar, 2005. "Preference Heterogeneity and Willingness to Pay for Travel Time Savings," Transportation, Springer, vol. 32(6), pages 627-647, November.
    40. Davlembayeva, Dinara & Papagiannidis, Savvas & Alamanos, Eleftherios, 2020. "Sharing economy: Studying the social and psychological factors and the outcomes of social exchange," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    41. Hess, Stephane & Palma, David, 2019. "Apollo: A flexible, powerful and customisable freeware package for choice model estimation and application," Journal of choice modelling, Elsevier, vol. 32(C), pages 1-1.
    42. Brown, Thomas C. & Gregory, Robin, 1999. "Why the WTA-WTP disparity matters," Ecological Economics, Elsevier, vol. 28(3), pages 323-335, March.
    43. Hanemann, W Michael, 1991. "Willingness to Pay and Willingness to Accept: How Much Can They Differ?," American Economic Review, American Economic Association, vol. 81(3), pages 635-647, June.
    44. Thaler, Richard, 1980. "Toward a positive theory of consumer choice," Journal of Economic Behavior & Organization, Elsevier, vol. 1(1), pages 39-60, March.
    45. Petschnig, Martin & Heidenreich, Sven & Spieth, Patrick, 2014. "Innovative alternatives take action – Investigating determinants of alternative fuel vehicle adoption," Transportation Research Part A: Policy and Practice, Elsevier, vol. 61(C), pages 68-83.
    46. Jang, Sunghoon & Hong, Doosun & Lee, Chungwon, 2024. "Exploring the behavioral adoption of automated parcel locker systems under COVID-19," Transport Policy, Elsevier, vol. 151(C), pages 1-11.
    47. Brown, Donal & Hall, Stephen & Davis, Mark E., 2019. "Prosumers in the post subsidy era: an exploration of new prosumer business models in the UK," Energy Policy, Elsevier, vol. 135(C).
    48. Fosgerau, Mogens, 2006. "Investigating the distribution of the value of travel time savings," Transportation Research Part B: Methodological, Elsevier, vol. 40(8), pages 688-707, September.
    49. Schuitema, Geertje & Anable, Jillian & Skippon, Stephen & Kinnear, Neale, 2013. "The role of instrumental, hedonic and symbolic attributes in the intention to adopt electric vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 48(C), pages 39-49.
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