Lyssenko, Nikita and Martinez-Espineira, Roberto (2009): Respondent uncertainty in contingent valuation: the case of whale conservation in Newfoundland and Labrador.
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In this paper we investigate the issue of respondent uncertainty in contingent valuation studies while estimating the willingness to pay for a whale conservation program o¤ the coasts of Newfoundland and Labrador. We use data from a phone survey administered to a sample (N=614) of adult Canadians, proposing a policy consisting of subsidizing and enforcing the use of acoustic devices that would reduce the likelihood that whales become entangled in �shing nets. A follow-up question asked respondents how certain they were about their answer to the main dichotomous-choice question, which allows us to investigate how the treatment of uncertainty a¤ects value measures. A mean willingness to pay of about $81/year per respondent is estimated when accounting for the degree of certainty with which respondents expressed their willingness to pay. We also analyze payment vehicle e¤ects using a split-sample approach whereby some respondents were asked a dichotomous-choice question about a tax contribution while others were asked about a voluntary donation instead.
|Item Type:||MPRA Paper|
|Original Title:||Respondent uncertainty in contingent valuation: the case of whale conservation in Newfoundland and Labrador|
|Keywords:||contingent valuation; whales; preference uncertainty; dichotomous choice; payment vehicle; willingness to pay|
|Subjects:||Q - Agricultural and Natural Resource Economics; Environmental and Ecological Economics > Q5 - Environmental Economics
Q - Agricultural and Natural Resource Economics; Environmental and Ecological Economics > Q5 - Environmental Economics > Q51 - Valuation of Environmental Effects
|Depositing User:||Roberto Martinez-Espineira|
|Date Deposited:||09. Apr 2010 20:20|
|Last Modified:||20. Feb 2013 18:32|
Akter, S., J. Bennett, and S. Akhter (2008). Preference uncertainty in contingent valuation. Ecological Economics, 67(3), 345-351.
Alberini, A., K. Boyle, and M. Welsh (2003). Analysis of contingent valuation data with multiple bids and response options allowing respondents to express uncertainty. Journal of Environmental Economics and Management 45 (1), 40-62.
Arrow, K. J., R. Solow, P. Portney, E. Leamer, R. Radner, and H. Schuman (1993). Report of the NOAA panel on contingent valuation. Technical Report 58: 4601-4614, Federal Register.
Bateman, I. J., R. T. Carson, B. Day, M. Hanemann, N. Hanley, T. Hett, M. Jones-Lee, G. Loomes, S. Mourato, E. Özdemiroglu, D. W. P. OBE, R. Sugden, and J. Swanson (2002). Economic Valuation with Stated Preferences: A Manual. Cheltenham, UK: Edward Elgar, Ltd.
Berrens, R. P., H. Jenkins-Smith, A. K. Bohara, and C. L. Silva (2002). Further investigation of voluntary contribution contingent valuation: Fair share, time of contribution, and respondent uncertainty. Journal of Environmental Economics and Management 44 (1), 144-168.
Blumenschein, K., M. Johannesson, G. C. Blomquist, B. Liljas, and R. M. O�Conor (1998). Experimental results on expressed certainty and hypothetical bias in contingent valuation. Southern Economic Journal 65 (1), 169-178.
Blumenschein, K., M. Johannesson, K. K. Yokoyama, and P. R. Freeman (2001). Hypothetical versus real willingness to pay in the health care sector: Results from a field experiment. Journal of Health Economics 20 (3), 441-457.
Boman, M. (2009). To pay or not to pay for biodiversity in forests: What scale determines responses to willingness to pay questions with uncertain response options? Journal of Forest Economics 15 (1-2), 79-91.
Broberg, T. and R. Brännlund (2008). On the value of large predators in Sweden: A regional stratified contingent valuation analysis. Journal of Environmental Management 88 (4), 1066-1077.
Bulte, E. H. and C. V. Kooten (1999). Marginal valuation of charismatic species: Implications for conservation. Environmental and Resource Economics 14 (1), 119-130.
Carson, R., R. Mitchell, M. Hanemann, R. Kopp, S. Presser, and P. Ruud (2003). Contingent valuation and lost passive use: Damages from the Exxon Valdez oil spill. Environmental and Resource Economics 25, 257-286.
Champ, P. and R. Bishop (2001). Donation payment mechanisms and contingent valuation: An empirical study of hypothetical bias. Environmental and Resource Economics 19 (4), 383-402.
Champ, P. A., R. C. Bishop, T. C. Brown, and D. W. McCollum (1997). Using donation mechanisms to value nonuse benefits from public goods. Journal of Environmental Economics and Management 33 (2), 151-162.
Chang, J., S. Yoo, and S. Kwak (2007). An investigation of preference uncertainty in the contingent valuation study. Applied Economics Letters 14, 691-695.
Clapham, P., S. Young, and R. L. J. Brownell (1999). Baleen whales: Conservation issues and the status of the most endangered populations. Mammal Review 29, 35-60.
Cognetti, G. (1995). Pelagic fishing and protection: Two contrasting rights. Marine Pollution Bulletin 30 (5), 290.
Corbelli, C. (2006). An Evaluation of the Impact of Commercial Whale Watching on Humpback Whales, Megaptera Novaeangliae, in Newfoundland and Labrador, and of the Effectiveness of a Voluntary Code of Conduct as a Management Strategy. Ph. D. thesis, Memorial University of Newfoundland.
COSEWIC (2003). COSEWIC Status report - North Atlantic Right Whale. Technical Report 2003-12-04, COSEWIC.
Crocker, T., J. Shogren, and P. Turner (1998). Incomplete beliefs and nonmarket valuation. Resource and Energy Economics 20, 139-162.
Cummings, R. G., D. S. Brookshire, and W. D. Schulze (1986). Valuing Environmental Goods: An Assessment of the Contingent Valuation Method. New York: Rowman & Allanheld.
Diamond, P. and J. Hausman (1994). Contingent valuation: Is some number better than no number? Journal of Economic Perspectives 8 (4), 45-64.
Duffus, D. and P. Dearden (1993). Recreational use, valuation, and management, of killer whales (orcinus orca) on Canada’s Pacific coast. Environmental Conservation 20 (2), 149-156.
Ekstrand, E. R. and J. Loomis (1998). Incorporating respondent uncertainty when estimating willingness to pay for protecting critical habitat for threatened and endangered fish. Water Resources Research 34, 3149-3155.
Ethier, R. G., G. L. Poe, W. D. Schulze, and J. Clark (2000). A comparison of hypothetical phone and mail contingent valuation responses for green-pricing electricity programs. Land Economics 76 (1), 54-67
Evans, M. F., N. E. Flores, and K. J. Boyle (2003). Multiple-bounded uncertainty choice data as probabilistic intentions. Land Economics 79 (4), 549-560.
Flachaire, E. and G. Hollard (2007). Starting point bias and respondent uncertainty in dichotomous choice contingent valuation surveys. Resource and Energy Economics 29 (3), 183-194.
Freeman III, A. M. (1993). The Measurement of Environmental and Resource Values: Theory and Methods. Washington D.C.: Resources for the Future.
Galati, J. C., P. Royston, and J. B. Carlin (2008). MIM: Stata module to analyse and manip- ulate multiply imputed datasets. Statistical Software Components S456825, Boston College Department of Economics, revised 30 Mar 2008.
Garrod, B. and D. Fennell (2004). An analysis of whalewatching codes of conduct. Annals of Tourism Research 31 (2), 334-352.
Haab, T. and K. McConnell (2002). Valuing Environmental and Natural Resources: Econometrics of Non-Market Valuation. Cheltenham, UK: Edward Elgar.
Hageman, R. (1985). Valuing marine mammal populations: Benett valuations in a multispecies ecosystem. Technical Report Administrative Report LJ - 85 - 22, National Marine Fisheries Service Southwest Fisheries Center, Silver Spring, MD.
Hanemann, W. (1984). Welfare evaluations in contingent valuation experiments with discrete responses. American Journal of Agricultural Economics 66 (3), 332-341.
Hanemann, W. M. (1994). Valuing the environment through contingent valuation. The Journal of Economic Perspectives 8 (4), 19-43. Symposia: Contingent Valuation.
Hanley, N., B. Kristrom, and J. Shogren (2008). Coherent arbitrariness: On preference uncer- tainty for environment goods. Land Economics, 85(1), 41-50.
Hartley, D., A. Whittingham, J. Kenney, T. Cole, and E. Pomfret (2003). Large whale entangle- ment report 2001 updated february 2003. Technical report, National Marine Fisheries Service Protected Resources Division.
Hoyt, E. (2001). Whale watching 2001: Worldwide tourism numbers, expenditures and expanding socioeconomic benefits. Yarmouth Port, MA: International Fund for Animal Welfare.
Johannesson, M., B. Liljas, and P. Johansson (1998). An experimental comparison of dichotomous choice contingent valuation questions and real purchase decisions. Applied Eco- nomics 30 (5), 643-647.
Johnson, A., G. Salvador, J. Kenney, J. Robbins, S. Kraus, S. Landry, and P. Clapham (2005). Analysis of fishing gear involved in entanglements of right and humpback whales. Marine Mammal Science 21, 635-645.
Johnson, T. (2005). Entanglements: The Intertwined Fates of Whales and Fishermen. University Press of Florida.
Kastelein, R. A., S. V. der Heul, J. V. der Veen, W. C. Verboom, N. Jennings, D. de Haan, and P. J. Reijnders (2007). Effects of acoustic alarms, designed to reduce small cetacean bycatch in gillnet .sheries, on the behaviour of north sea fish species in a large tank. Marine Environmental Research 64 (2), 160-180.
Kinze, C. (2001). Marine Mammals of the North Atlantic. Princeton University Press.
Knowlton, A. R. and S. Kraus (2001). Mortality and serious injury of Northern Right Whales (eubalaena glacialis) in the Western North Atlantic Ocean. Journal of Cetacean Research and Management Special Issue no. 2, 193-208.
Kraus, S. (1999). The once and future ping: Challenges for the use of acoustic deterrents in fisheries. Marine Technology Society Journal 33 (2), 90-93.
Krinsky, I. and A. L. Robb (1986). On approximating the statistical properties of elasticities. The Review of Economics and Statistics 68 (4), 715-719.
Krinsky, I. and A. L. Robb (1990). On approximating the statistical properties of elasticities: A correction. The Review of Economics and Statistics 72 (1), 189-190.
Larson, D. M. and S. Shaikh (2003). Whale watching demand and value: Estimates from a new "double-semilog" empirical demand system. In N. Hanley, W. Shaw, and R. Wright (Eds.), The New Economics of Outdoor Recreation. Northampton, MA, USA: Edward Elgar.
Ledwell, W. (2005). Whales and Dolphins of Newfoundland and Labrador. Boulder Publications Ltd.
Ledwell, W. and J. Huntington (2001). Whale entrapments in .shing gear, strandings and sight- ings of marine animals and summary of the entrapment program during 2001 - Newfoundland region. Technical report, Habitat Stewardship Program of Environment Canada.
Ledwell, W. and J. Huntington (2002). Whale entrapments in fishing gear and a summary marine animal disentanglement assistance program in Newfoundland and Labrador during 2002. Technical report, Habitat Stewardship Program of Environment Canada.
Ledwell, W. and J. Huntington (2006). Whale, leatherback sea turtles and basking shark entrapments in .sh gear in Newfoundland and Labrador and a summary of the Whale Release and Stranding Program: A report to the Department of Fisheries and Oceans. Technical report, Department of Fisheries and Oceans.
Ledwell, W., J. Huntington, and J. Lien (2000). Whale entrapments in fishing gear and other marine animal incidental entrapments during 2000. Technical report, Habitat Stewardship Program of Environment Canada.
Li, C.-Z. and L. Mattsson (1995). Discrete choice under preference uncertainty: An improved structural model for contingent valuation. Journal of Environmental Economics and Man- agement 28 (2), 256-269.
Lien, J., L. Fawcett, and S. S. (1985). Wet and Fat: Whales and Seals of Newfoundland and Labrador. Breakwater Books Ltd.
Loomis, J. and D. Larson (1994). Total economic values of increasing gray whale populations: Results from a contingent valuation survey of visitors and households. Marine Resource Economics 9, 275-286.
Loomis, J., S. Yorizane, and D. Larson (2000). Testing significance of multi-destination and multi-purpose trip effects in a travel cost method demand model for whale watching trips. Agricultural and Resource Economics Review 29 (2), 183-191.
Loomis, J. B. and E. Ekstrand (1998). Alternative approaches for incorporating respondent uncertainty when estimating willingness to pay: The case of the Mexican Spotted Owl. Ecological Economics 27 (1), 29-41.
Loomis, J. B. and D. S. White (1996). Economic benefits of rare and endangered species: Summary and meta-analysis. Ecological Economics 18 (3), 197-206.
Loureiro, M. and J. Loomis (2008). Dealing with preference uncertainty in contingent valuation: A mixture model approach. Paper presented at the European Association of Environmental and Resource Economists 16th Annual Conference, Gothemburg June 2008.
Mitchell, R. C. and R. T. Carson (1989). Using Surveys to Value Public Goods. Baltimore: Johns Hopkins University for Resources for the Future.
Park, T., J. Loomis, and M. Creel (1991). Confidence intervals for evaluating benefit estimates from dichotomous choice contingent valuation studies. Land Economics 67, 64-73.
Perrin, W. F., G. Donovan, and J. Barlow (1994). Gill nets and cetaceans. Reports of the International Whaling Commission Special Issue, 15.
Ready, R. C., S. Navrud, and W. R. Dubourg (2001). How do respondents with uncertain willingness to pay answer contingent valuation questions? Land Economics 77, 315-326.
Ready, R. C., J. C. Whitehead, and G. C. Blomquist (1995). Contingent valuation when respondents are ambivalent. Journal of Environmental Economics and Management 29, 181-196.
Roe, B., K. Boyle, and M. Teisl (1996). Using conjoint analysis to derive estimates of compensating variation. Journal Environmental Economics Management 31, 145-159.
Royston, P. (2004). Multiple imputation of missing values. Stata Journal 4 (3), 227-241.
Royston, P. (2005a). Multiple imputation of missing values: Update. The Stata Journal 5 (2), 188-201.
Royston, P. (2005b). Multiple imputation of missing values: Update of ICE. Stata Journal 5 (4), 527-536.
Royston, P. (2008, April). ICE: Stata module for multiple imputation of missing values. Statistical Software Components S446602. Statistical Software Components. Boston College Department of Economics, revised 25 Apr 2008.
Samnaliev, M., T. H. Stevens, and T. More (2006). A comparison of alternative certainty calibration techniques in contingent valuation. Ecological Economics 57, 507-519.
Samples, K., J. Dixon, and M. M. Gowan (1986). Information disclosure and endangered species valuation. Land Economics 62, 306-312.
Shaikh, S. L., L. Sun, and G. C. V. Kooten (2007). Treating respondent uncertainty in contingent valuation: A comparison of empirical treatments. Ecological Economics 62 (1), 115-125.
Sun, L. and G. C. van Kooten (2008). Comparing fuzzy and probabilistic approaches to preference uncertainty in non-market valuation. Environmental and Resource Economics, 42(4), 471-489.
Todd, S. (1994). Long and short term behavioural effects of exposure to underwater explosions by humpback whales. Typescript. Memorial University of Newfoundland.
Van Kooten, G., E. Krcmar, and E. Bulte (2001). Preference uncertainty in non-market valua- tion: A fuzzy approach. American Journal of Agricultural Economics 83, 487.500.
Volgenau, L., Kraus, and J. S., Lien (1995). The impact of entanglements on two substocks of the Western North Atlantic humpback whale. Canadian Journal of Zoology 73, 1689-1698.
Vossler, C. A., R. G. Ethier, G. L. Poe, and M. P. Welsh (2003). Payment certainty in discrete choice contingent valuation responses: Results from a .eld validity test. Southern Economic Journal 69 (4), 886-902.
Wang, H. (1997). Treatment of "don’t know" responses in contingent valuation surveys: A random valuation model. Journal of Environmental Economics and Management 32 (2), 219-232.
Welsh, M. P. and G. L. Poe (1998). Elicitation effects in contingent valuation: Comparisons to a multiple bounded discrete choice approach. Journal of Environmental Economics and Management 36, 170-185.
Wilner Jeanty, P. (2007). Constructing Krinsky and Robb con.dence interval for mean and median WTP using Stata. North American Stata Users.Group Meetings 2007 8, Stata Users Group, revised 30 Aug 2007.