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Valuation of coral reefs in Japan: Willingness to pay for conservation and the effect of information

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  • Imamura, Kohei
  • Takano, Kohei Takenaka
  • Kumagai, Naoki H.
  • Yoshida, Yumi
  • Yamano, Hiroya
  • Fujii, Masahiko
  • Nakashizuka, Tohru
  • Managi, Shunsuke

Abstract

In recent decades, despite their value, coral reefs have been endangered and are swiftly declining because of land overuse, rising sea temperatures, and increasing ocean acidification. This study assesses the willingness to pay (WTP) for coral reef conservation in Japan. We conducted an online discrete choice experiment with 10,573 respondents. A latent class logit model framework was used, and three respondent classes were recognized. The first, consisting of about 60% of respondents, had the highest income level and a willingness to pay 326,036–414,391 JPY (100 JPY ≓ 1 USD) over a lifetime. Individuals in the second class, comprising approximately 30% of the respondents, were willing to pay 9792–12,262 JPY. The third class, consisting of approximately 10% of the respondents, comprised individuals not willing to pay any amount. We also evaluated the relative preferences of respondents for different conservation scenarios. The most preferred conservation target was total coral reef area, followed by scenic beauty, and species richness. We further estimate the effect of the types and amount of information on the WTP. Concise or detailed information with text and static images about coral reefs increased WTP by 11.7–19.1%. Providing video information, however, decreased the WTP by 4.9–7.0%.

Suggested Citation

  • Imamura, Kohei & Takano, Kohei Takenaka & Kumagai, Naoki H. & Yoshida, Yumi & Yamano, Hiroya & Fujii, Masahiko & Nakashizuka, Tohru & Managi, Shunsuke, 2020. "Valuation of coral reefs in Japan: Willingness to pay for conservation and the effect of information," Ecosystem Services, Elsevier, vol. 46(C).
  • Handle: RePEc:eee:ecoser:v:46:y:2020:i:c:s221204162030108x
    DOI: 10.1016/j.ecoser.2020.101166
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    as
    1. Hensher, David A., 2010. "Hypothetical bias, choice experiments and willingness to pay," Transportation Research Part B: Methodological, Elsevier, vol. 44(6), pages 735-752, July.
    2. Barbier,Edward B., 2011. "Capitalizing on Nature," Cambridge Books, Cambridge University Press, number 9781107007277.
    3. Moberg, Fredrik & Folke, Carl, 1999. "Ecological goods and services of coral reef ecosystems," Ecological Economics, Elsevier, vol. 29(2), pages 215-233, May.
    4. James Murphy & P. Allen & Thomas Stevens & Darryl Weatherhead, 2005. "A Meta-analysis of Hypothetical Bias in Stated Preference Valuation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 30(3), pages 313-325, March.
    5. Adamowicz, Wiktor & Swait, Joffre & Boxall, Peter & Louviere, Jordan & Williams, Michael, 1997. "Perceptions versus Objective Measures of Environmental Quality in Combined Revealed and Stated Preference Models of Environmental Valuation," Journal of Environmental Economics and Management, Elsevier, vol. 32(1), pages 65-84, January.
    6. de Ayala, Amaia & Hoyos, David & Mariel, Petr, 2015. "Suitability of discrete choice experiments for landscape management under the European Landscape Convention," Journal of Forest Economics, Elsevier, vol. 21(2), pages 79-96.
    7. Jobstvogt, Niels & Hanley, Nick & Hynes, Stephen & Kenter, Jasper & Witte, Ursula, 2014. "Twenty thousand sterling under the sea: Estimating the value of protecting deep-sea biodiversity," Ecological Economics, Elsevier, vol. 97(C), pages 10-19.
    8. Jerrod M Penn & Wuyang Hu, 2018. "Understanding Hypothetical Bias: An Enhanced Meta-Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(4), pages 1186-1206.
    9. Campbell, Danny & Mørkbak, Morten Raun & Olsen, Søren Bøye, 2018. "The link between response time and preference, variance and processing heterogeneity in stated choice experiments," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 18-34.
    10. Tser-Yieth Chen & Tsai-Lien Yeh & Chin-I Chang, 2020. "How different advertising formats and calls to action on videos affect advertising recognition and consequent behaviours," The Service Industries Journal, Taylor & Francis Journals, vol. 40(5-6), pages 358-379, April.
    11. Arne Risa Hole, 2007. "A comparison of approaches to estimating confidence intervals for willingness to pay measures," Health Economics, John Wiley & Sons, Ltd., vol. 16(8), pages 827-840, August.
    12. Luís C. Rodrigues & Jeroen C. J. M. Bergh & Maria L. Loureiro & Paulo A. L. D. Nunes & Sergio Rossi, 2016. "The Cost of Mediterranean Sea Warming and Acidification: A Choice Experiment Among Scuba Divers at Medes Islands, Spain," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 63(2), pages 289-311, February.
    13. Grafeld, Shanna & Oleson, Kirsten & Barnes, Michele & Peng, Marcus & Chan, Catherine & Weijerman, Mariska, 2016. "Divers' willingness to pay for improved coral reef conditions in Guam: An untapped source of funding for management and conservation?," Ecological Economics, Elsevier, vol. 128(C), pages 202-213.
    14. Brander, Luke M. & Van Beukering, Pieter & Cesar, Herman S.J., 2007. "The recreational value of coral reefs: A meta-analysis," Ecological Economics, Elsevier, vol. 63(1), pages 209-218, June.
    15. Junyi Shen, 2009. "Latent class model or mixed logit model? A comparison by transport mode choice data," Applied Economics, Taylor & Francis Journals, vol. 41(22), pages 2915-2924.
    16. Sandorf, Erlend Dancke & Aanesen, Margrethe & Navrud, Ståle, 2016. "Valuing unfamiliar and complex environmental goods: A comparison of valuation workshops and internet panel surveys with videos," Ecological Economics, Elsevier, vol. 129(C), pages 50-61.
    17. Adamowicz W. & Louviere J. & Williams M., 1994. "Combining Revealed and Stated Preference Methods for Valuing Environmental Amenities," Journal of Environmental Economics and Management, Elsevier, vol. 26(3), pages 271-292, May.
    18. Jürgen Meyerhoff & Ulf Liebe, 2008. "Do protest responses to a contingent valuation question and a choice experiment differ?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 39(4), pages 433-446, April.
    19. Peter Boxall & Wiktor Adamowicz, 2002. "Understanding Heterogeneous Preferences in Random Utility Models: A Latent Class Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 23(4), pages 421-446, December.
    20. Wiktor Adamowicz & Peter Boxall & Michael Williams & Jordan Louviere, 1998. "Stated Preference Approaches for Measuring Passive Use Values: Choice Experiments and Contingent Valuation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(1), pages 64-75.
    21. Shr, Yau-Huo (Jimmy) & Ready, Richard & Orland, Brian & Echols, Stuart, 2019. "How Do Visual Representations Influence Survey Responses? Evidence from a Choice Experiment on Landscape Attributes of Green Infrastructure," Ecological Economics, Elsevier, vol. 156(C), pages 375-386.
    22. Hoyos, David, 2010. "The state of the art of environmental valuation with discrete choice experiments," Ecological Economics, Elsevier, vol. 69(8), pages 1595-1603, June.
    23. Greene, William H. & Hensher, David A., 2003. "A latent class model for discrete choice analysis: contrasts with mixed logit," Transportation Research Part B: Methodological, Elsevier, vol. 37(8), pages 681-698, September.
    24. LaRiviere, Jacob & Czajkowski, Mikołaj & Hanley, Nick & Aanesen, Margrethe & Falk-Petersen, Jannike & Tinch, Dugald, 2014. "The value of familiarity: Effects of knowledge and objective signals on willingness to pay for a public good," Journal of Environmental Economics and Management, Elsevier, vol. 68(2), pages 376-389.
    25. Aanesen, Margrethe & Armstrong, Claire & Czajkowski, Mikołaj & Falk-Petersen, Jannike & Hanley, Nick & Navrud, Ståle, 2015. "Willingness to pay for unfamiliar public goods: Preserving cold-water coral in Norway," Ecological Economics, Elsevier, vol. 112(C), pages 53-67.
    26. Fujino, Masaya & Kuriyama, Koichi & Yoshida, Kentaro, 2017. "An evaluation of the natural environment ecosystem preservation policies in Japan," Journal of Forest Economics, Elsevier, vol. 29(PA), pages 62-67.
    27. LaRiviere, Jacob & Czajkowski, Mikolaj & Hanley, Nick & Aanesen, Margrethe & Falk-Peterson, Jannike & Tinch, Dugald, 2014. "Effects of Experience, Knowledge and Signals on Willingness to Pay for a Public Good," SIRE Discussion Papers 2014-008, Scottish Institute for Research in Economics (SIRE).
    28. Wakamatsu, Mihoko & Shin, Kong Joo & Wilson, Clevo & Managi, Shunsuke, 2018. "Exploring a Gap between Australia and Japan in the Economic Valuation of Whale Conservation," Ecological Economics, Elsevier, vol. 146(C), pages 397-407.
    29. Tser-Yieth Chen & Tsai-Lien Yeh & Chin-I Chang, 2020. "How different advertising formats and calls to action on videos affect advertising recognition and consequent behaviours," The Service Industries Journal, Taylor & Francis Journals, vol. 40(5), pages 358-379, April.
    30. Taro Ohdoko & Kentaro Yoshida, 2012. "Public preferences for forest ecosystem management in Japan with emphasis on species diversity," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 14(2), pages 147-169, April.
    31. Wakita, Kazumi & Kurokura, Hisashi & Oishi, Taro & Shen, Zhonghua & Furuya, Ken, 2019. "Exploring the effect of psychometric variables on willingness to pay for marine ecosystem services: A survey in Japan," Ecosystem Services, Elsevier, vol. 35(C), pages 130-138.
    32. Ulrich J Frey & Frauke Pirscher, 2019. "Distinguishing protest responses in contingent valuation: A conceptualization of motivations and attitudes behind them," PLOS ONE, Public Library of Science, vol. 14(1), pages 1-20, January.
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