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A hybrid choice modelling approach to estimate the trade-off between perceived environmental risks and economic benefits

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  • Strazzera, Elisabetta
  • Meleddu, Daniela
  • Atzori, Rossella

Abstract

Hazardous facilities raise issues of public acceptance, largely driven by citizens' beliefs, which should be thoroughly understood to inform assessment of welfare changes and possible compensation measures for local populations impacted by their presence. Modelling the socio-psychological drivers of public acceptance would help such understanding, yet this approach is seldom used in project appraisal. The current paper aims at filling this gap, in a valuation study dealing with a military facility located in Sardinia (Italy). A hybrid choice model is applied to the data, which integrates a rich socio-psychological framework with the choice model, resulting in a complex multi-layer structure. Results show that place attachment, sense of community and trust in institutions influence the perception of environmental and health risks, and the perception of economic benefits. The latter factors are negatively correlated and directly influence the utility of the attributes characterising the alternatives, driving the preference toward the proposed scenarios. These findings have important practical implications, giving guidance to calibrate welfare compensations and to define policy measures aimed at socio-economic regeneration.

Suggested Citation

  • Strazzera, Elisabetta & Meleddu, Daniela & Atzori, Rossella, 2022. "A hybrid choice modelling approach to estimate the trade-off between perceived environmental risks and economic benefits," Ecological Economics, Elsevier, vol. 196(C).
    • Handle: RePEc:eee:ecolec:v:196:y:2022:i:c:s0921800922000623
    DOI: 10.1016/j.ecolecon.2022.107400
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    1. James Flynn & William Burns & C.K. Mertz & Paul Slovic, 1992. "Trust as a Determinant of Opposition to a High‐Level Radioactive Waste Repository: Analysis of a Structural Model," Risk Analysis, John Wiley & Sons, vol. 12(3), pages 417-429, September.
    2. Marcel Paulssen & Dirk Temme & Akshay Vij & Joan Walker, 2014. "Values, attitudes and travel behavior: a hierarchical latent variable mixed logit model of travel mode choice," Transportation, Springer, vol. 41(4), pages 873-888, July.
    3. Lennart Sjöberg, 2000. "Factors in Risk Perception," Risk Analysis, John Wiley & Sons, vol. 20(1), pages 1-12, February.
    4. Frantál, Bohumil & Malý, Jiří, 2017. "Close or renew? Factors affecting local community support for rebuilding nuclear power plants in the Czech Republic," Energy Policy, Elsevier, vol. 104(C), pages 134-143.
    5. Michael Greenberg & Heather Barnes Truelove, 2011. "Energy Choices and Risk Beliefs: Is It Just Global Warming and Fear of a Nuclear Power Plant Accident?," Risk Analysis, John Wiley & Sons, vol. 31(5), pages 819-831, May.
    6. Ginevra Balletto & Alessandra Milesi & Nicolò Fenu & Giuseppe Borruso & Luigi Mundula, 2020. "Military Training Areas as Semicommons: The Territorial Valorization of Quirra (Sardinia) from Easements to Ecosystem Services," Sustainability, MDPI, vol. 12(2), pages 1-20, January.
    7. Grilli, Gianluca & Notaro, Sandra & Campbell, Danny, 2018. "Including Value Orientations in Choice Models to Estimate Benefits of Wildlife Management Policies," Ecological Economics, Elsevier, vol. 151(C), pages 70-81.
    8. Contu, Davide & Strazzera, Elisabetta & Mourato, Susana, 2016. "Modeling individual preferences for energy sources: The case of IV generation nuclear energy in Italy," Ecological Economics, Elsevier, vol. 127(C), pages 37-58.
    9. Michael Siegrist & Heinz Gutscher & Timothy C. Earle, 2005. "Perception of risk: the influence of general trust, and general confidence," Journal of Risk Research, Taylor & Francis Journals, vol. 8(2), pages 145-156, March.
    10. Judith I. M. de Groot & Elisa Schweiger & Iljana Schubert, 2020. "Social Influence, Risk and Benefit Perceptions, and the Acceptability of Risky Energy Technologies: An Explanatory Model of Nuclear Power Versus Shale Gas," Risk Analysis, John Wiley & Sons, vol. 40(6), pages 1226-1243, June.
    11. Achillas, Ch. & Vlachokostas, Ch. & Moussiopoulos, N. & Banias, G. & Kafetzopoulos, G. & Karagiannidis, A., 2011. "Social acceptance for the development of a waste-to-energy plant in an urban area," Resources, Conservation & Recycling, Elsevier, vol. 55(9), pages 857-863.
    12. Mah, Daphne Ngar-yin & Hills, Peter & Tao, Julia, 2014. "Risk perception, trust and public engagement in nuclear decision-making in Hong Kong," Energy Policy, Elsevier, vol. 73(C), pages 368-390.
    13. Nicolás C. Bronfman & Esperanza López Vázquez & Virna Vaneza Gutiérrez & Luis Abdón Cifuentes, 2008. "Trust, acceptance and knowledge of technological and environmental hazards in Chile," Journal of Risk Research, Taylor & Francis Journals, vol. 11(6), pages 755-773, September.
    14. Josselin Droff & Alfredo R. Paloyo, 2015. "Assessing The Regional Economic Impacts Of Defense Activities: A Survey Of Methods," Journal of Economic Surveys, Wiley Blackwell, vol. 29(2), pages 375-402, April.
    15. Czajkowski, Mikołaj & Budziński, Wiktor, 2019. "Simulation error in maximum likelihood estimation of discrete choice models," Journal of choice modelling, Elsevier, vol. 31(C), pages 73-85.
    16. Faccioli, Michela & Czajkowski, Mikołaj & Glenk, Klaus & Martin-Ortega, Julia, 2020. "Environmental attitudes and place identity as determinants of preferences for ecosystem services," Ecological Economics, Elsevier, vol. 174(C).
    17. Michael Siegrist & George Cvetkovich, 2000. "Perception of Hazards: The Role of Social Trust and Knowledge," Risk Analysis, John Wiley & Sons, vol. 20(5), pages 713-720, October.
    18. Nicolás C. Bronfman & Esperanza López Vázquez, 2011. "A Cross‐Cultural Study of Perceived Benefit Versus Risk as Mediators in the Trust‐Acceptance Relationship," Risk Analysis, John Wiley & Sons, vol. 31(12), pages 1919-1934, December.
    19. Strazzera, Elisabetta & Mura, Marina & Contu, Davide, 2012. "Combining choice experiments with psychometric scales to assess the social acceptability of wind energy projects: A latent class approach," Energy Policy, Elsevier, vol. 48(C), pages 334-347.
    20. Michael Siegrist & George Cvetkovich & Claudia Roth, 2000. "Salient Value Similarity, Social Trust, and Risk/Benefit Perception," Risk Analysis, John Wiley & Sons, vol. 20(3), pages 353-362, June.
    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.
    22. Chorus, Caspar G. & Kroesen, Maarten, 2014. "On the (im-)possibility of deriving transport policy implications from hybrid choice models," Transport Policy, Elsevier, vol. 36(C), pages 217-222.
    23. 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.
    24. Timothy C. Earle, 2010. "Trust in Risk Management: A Model‐Based Review of Empirical Research," Risk Analysis, John Wiley & Sons, vol. 30(4), pages 541-574, April.
    25. Liu, Feng & Lyu, Tao & Pan, Li & Wang, Fei, 2017. "Influencing factors of public support for modern coal-fired power plant projects: An empirical study from China," Energy Policy, Elsevier, vol. 105(C), pages 398-406.
    26. 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.
    27. David Revelt & Kenneth Train, 1998. "Mixed Logit With Repeated Choices: Households' Choices Of Appliance Efficiency Level," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 647-657, November.
    28. Visschers, Vivianne H.M. & Keller, Carmen & Siegrist, Michael, 2011. "Climate change benefits and energy supply benefits as determinants of acceptance of nuclear power stations: Investigating an explanatory model," Energy Policy, Elsevier, vol. 39(6), pages 3621-3629, June.
    29. Judith I. M. de Groot & Linda Steg & Wouter Poortinga, 2013. "Values, Perceived Risks and Benefits, and Acceptability of Nuclear Energy," Risk Analysis, John Wiley & Sons, vol. 33(2), pages 307-317, February.
    30. Guanghui Hou & Tong Chen & Ke Ma & Zhiming Liao & Hongmei Xia & Tianzeng Yao, 2019. "Improving Social Acceptance of Waste-to-Energy Incinerators in China: Role of Place Attachment, Trust, and Fairness," Sustainability, MDPI, vol. 11(6), pages 1-22, March.
    31. Wang, Yu & Gu, Jibao & Wu, Jianlin, 2020. "Explaining local residents’ acceptance of rebuilding nuclear power plants: The roles of perceived general benefit and perceived local benefit," Energy Policy, Elsevier, vol. 140(C).
    32. Carmen Keller & Vivianne Visschers & Michael Siegrist, 2012. "Affective Imagery and Acceptance of Replacing Nuclear Power Plants," Risk Analysis, John Wiley & Sons, vol. 32(3), pages 464-477, March.
    33. 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.
    34. Wouter Poortinga & Nick F. Pidgeon, 2003. "Exploring the Dimensionality of Trust in Risk Regulation," Risk Analysis, John Wiley & Sons, vol. 23(5), pages 961-972, October.
    35. Howell, Emily L. & Li, Nan & Akin, Heather & Scheufele, Dietram A. & Xenos, Michael A. & Brossard, Dominique, 2017. "How do U.S. state residents form opinions about ‘fracking’ in social contexts? A multilevel analysis," Energy Policy, Elsevier, vol. 106(C), pages 345-355.
    36. Virna Vaneza Gutiérrez & Luis Abdón Cifuentes & Nicolás C. Bronfman, 2015. "Factors Influencing Compensation Demanded for Environmental Impacts Generated by Different Economic Activities," Sustainability, MDPI, vol. 7(7), pages 1-20, July.
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