• No results found

B5 Avslutande diskussion

Den här rapporten har diskuterat problemet med hypotetisk bias i CV-studier, d.v.s. det faktum att individer ofta tenderar att överskatta betalningsviljan för en vara i enkätstudier, jämfört med vad de skulle betala i riktiga situationer. Detta leder till stora problem när man skall beräkna ekonomiska värden av icke-marknadsvaror, såsom miljövärden. En genomgång av litteraturen visar att det finns stark evidens för att hypotetisk bias är ett vanligt och omfattande problem. Den genomsnittliga kalibreringsfaktorn låg på 3.4-3.7 (överskattningen av värdet vid hypotetiska studi- er) medan medianen av kalibreringsfaktorn låg kring 1.7. Att genomsnittet är avse- värt högre än medianen beror på ett fåtal studier som visar extremt hög hypotetisk bias. Ett problem med dessa experimentella studier är att de sällan varit utformade enligt de rekommendationer som finns för välstrukturerade CV-studier som ska genomföras i stor skala. Snarare har de experimentella studierna kring hypotetisk bias ofta varit konstruerade i liten skala med fokus på att besvara metodfrågor. Detta gör att den externa validiteten är tveksam. Trots detta utmynnade min re- kommendation i att Naturvårdsverket och andra myndigheter som använder sig av ekonomiska värderingsstudier (CV-baserade) skall justera dessa värden neråt för känslighetsanalyser. Som ett exempel, om en åtgärd för att sanera en övergödd sjö utreds med en samhällsekonomisk utvärdering och CV-studier beräknar ett värde på saneringen, bör detta värde i känslighetsanalyser skrivas ner med kalibrerings- faktor 3. Visar åtgärden lönsamhet även med dessa nedskrivningar kan man känna sig komfortabel med åtgärdens samhällsekonomiska effektivitet. Jämför man två olika projekts lönsamhet sinsemellan är detta mindre nödvändigt, då hypotetisk bias verkar vara ungefär lika stort problem oavsett typ av vara (möjligt undantag för starkt ”etiska” varor”, som leder till högra bias).

Referenser

Alpizar, F., Carlsson, F., & Johansson-Stenman, O. (2008). Does context matter more for hypothetical than for actual contributions? Evidence from a natu- ral field experiment. Experimental Economics, 11, 299-314.

Balistreri, E., McClelland, G., Poe, G. L., & Schulze, W. D. (2001). Can Hypo- thetical Questions Reveal True Values? A Laboratory Comparison of Di- chotomous Choice and Open-Ended Contingent Values with Auction Val- ues. Environmental and Resource Economics, 18, 275-292.

Bishop, R. D., & Heberlein, T. A. (1986). Does Contingent Valuation Work? In R. G. Cummings, D. Brookshire & W. D. Schulze (Eds.), Valuing Environ-

mental Goods: A State of the Arts Assesment of the Contingent Valuation.

Totowa, New Jersey: Rowman & Allenhead.

Bishop, R. D., Heberlein, T. A., & Kealy, M. J. (1983). Contingent Valuation of Environmental Assets: Comparisons with a Simulated Market. Natural Re-

sources Journal, 23.

Bjornstad, D., Cummings, R. G., & Osborne, L. (1997). A Learning Design for Reducing Hypothetical Bias in the Contingent Valuation Method. Envi-

ronmental and Resource Economics, 10, 207-221.

Blomquist, G. C., Blumenschein, K., & Johannesson, M. (2009). Eliciting Willing- ness to Pay without Bias using Follow-up Certainty Statements: Compari- sons between Probably/Definitely and a 10-point Certainty Scale. Envi-

ronmental and Resource Economics, 43, 473-502.

Blumenschein, K., Blomquist, G. C., Johannesson, M., Horn, N., & Freeman, P. (2005). Eliciting Willingness to Pay without Bias: Evidence from a Field Experiment. University of Kentucky, Lexington, KY, USA.

Blumenschein, K., Blomquist, G. C., Johannesson, M., Horn, N., & Freeman, P. (2008). Eliciting Willingness to Pay without Bias: Evidence from a Field Experiment. Economic Journal, 118, 114-137.

Blumenschein, K., Johannesson, M., Blomquist, G. C., Liljas, B., & O'Conor, R. M. (1997). Hypothetical versus real payments in Vickrey auctions. Eco-

nomics Letters, 56, 177-180.

Blumenschein, K., Johannesson, M., Yokoyama, K. K., & Freeman, P. (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. Bohm, P. (1972). Estimating demand for public goods: An experiment. European

Economic Review, 3(2), 111-130.

Botelho, A., & Costa Pinto, L. (2002). Hypothetical, real, and predicted real will- ingness to pay in open-ended surveys: experimental results. Applied Eco-

nomics Letters, 9, 993-996.

Brown, K. M., & Taylor, L. O. (2000). Do as you say, say as you do: evidence on gender differences in actual and stated contributions to public goods. Jour-

nal of Economic Behavior & Organization, 43, 127-139.

Brown, T., Champ, P. A., Bishop, R. D., & McCollum, D. W. (1996). Which Re- sponse Format Reveals the Truth about Donations to a Public Good? Land

Economics, 72, 152-166.

Carlsson, F., & Martinsson, P. (2001). Do Hypothetical and Actual Marginal Will- ingness to Pay Differ in Choice Experiments? Application to the Valuation of the Environment. Journal of Environmental Economics and Manage-

ment, 41, 179-192.

Carlsson, J. L. (2000). Hypothetical surveys versus real commitments: further evi- dence. Applied Economics Letters, 7, 447-450.

Carson, R. T., & Groves, T. (2007). Incentive and informational properties of pref- erence questions. Environmental and Resource Economics, 37, 181-210.

Champ, P. A., & Bishop, R. C. (2001). Donation Payment Mechanism and Contin- gent Valuation: An Empirical Study of Hypothetical Bias. Environmental

and Resource Economics, 19(4), 383-402.

Champ, P. A., Bishop, R. C., Brown, T. C., & McCollum, D. W. (1997). Using Donation Mechanisms to Value Nonuse Benefits from Public Goods.

Journal of Environmental Economics and Management, 33(2), 51-62.

Cummings, R. G., Elliott, S., Harrison, G. W., & Murphy, J. (1997). Are Hypo- thetical Referenda Incentive Compatible?. Journal of Political Economy, 105(3), 609-621.

Cummings, R. G., Harrison, G. W., & Ruström, E. E. (1995). Homegrown Values and Hypothetical Surveys: Is the Dichotomous Choice Approach Incentive Compatible? American Economic Review, 85(1), 260-266.

Cummings, R. G., & Taylor, L. O. (1999). Unbiased Value Estimates for Environ- mental Goods: A Cheap Talk Design for the Contingent Valuation Method

American Economic Review, 89(3), 649-665.

Dickie, M., Fisher, A., & Gerking, S. (1987). Market Transactions and Hypotheti- cal Demand Data: A Comparative Study. Journal of the American Statisti-

cal Association, 82, 69-75.

Fazio, R. H., & Zanna, M. P. (1978). On the predictive validity of attitudes: The roles of direct experience and confidence. Journal of Personality, 46(2), 228-243.

Fischhoff, B., & Frederick, S. (1998). Scope (in) sensitivity in elicited valuations.

Risk, Decision, and Policy, 3, 109-123.

Fishbein, M. (1963). An Investigation of the Relationships between Beliefs about an Object and the Attitude toward that Object Human Relations, 16(3), 241-248.

Fox, J. A., Shogren, J., Hayes, D. J., & Kliebenstein, J. B. (1998). CVM-X: Cali- brating Contingent Values with Experimental Auction Markets. American

Journal of Agricultural Economics, 80, 455-465.

Frykblom, P. (1997). Hypothetical Question Modes and Real Willingness to Pay.

Journal of Environmental Economics and Management, 34, 275-287.

Frykblom, P. (2000). Willingness to pay and the choice of question format: ex- perimental results. Applied Economics Letters, 7, 665-667.

Fuji, S., & Gärling, T. (2003). Application of attitude theory for improved predic- tive accuracy of stated preference methods in travel demand analysis.

Transportation Research Part A, 37, 389-402.

Griffin, C. C., Briscoe, J., Singh, B., Ramasubban, R., & Bhatia, R. (1995). Con- tingent Valuation and Actual Behavior: Predicting Connections to New Water Systems in the State of Kerala, India. The World Bank Economic

Review, 9(3), 373-395.

Hammitt, J. K., & Graham, J. D. (1999). Willingness to Pay for Health Protection: Inadequate Sensitivity to Probability? Journal of Risk and Uncertainty, 18(1), 33-62.

Hofler, R. A., & List, J. A. (2004). Valuation on the Frontier: Calibrating Actual and Hypothetical Statements of Value. American Journal of Agricultural

Economics, 86(1), 213-221.

Hultkrantz, L., Lindberg, G., & Andersson, C. (2006). The value of improved road safety. Journal of Risk and Uncertainty, 32(2), 151-170.

Johannesson, M. (1997). Some further experimental results on hypothetical versus real willingness to pay. Applied Economics Letters, 4, 535-536.

Johannesson, M., Liljas, B., & Johansson, P.-O. (1998). An experimental compari- son of dichotomous choice contingent valuation questions and real pur- chase decisions. Applied Economics, 30(5), 643-647.

Johannesson, M., Liljas, B., & O'Conor, R. M. (1997). Hypothetical versus real willingness to pay: some experimental results. Applied Economics Letters, 4(3), 149-151.

Johansson-Stenman, O., & Svedsäter, H. (2008). Measuring Hypothetical Bias in Choice Experiments: The Importance of Cognitive Consistency. The B.E.

Journal of Economic Analysis & Policy, 8(1), Article 41 (Available at:

http://www.bepress.com/bejeap/vol48/iss41/art41).

Kahneman, D., Ritov, I., & Schkade, D. (1999). Economic preferences or Attitude Expressions?: An Analysis of Dollar Responses to Public Issues. Journal

of Risk and Uncertainty, 19(1-3), 203-235.

Kealy, M. J., Montgomery, M., & Dovidio, J. F. (1990). Reliability and Predicitive Validity of Contingent Values: Does the Nature of the Good Matter? Jour-

nal of Environmental Economics and Management, 19, 244-263.

List, J. A. (2001). Do Explicit Warnings Eliminate the Hypothetical Bias in Elicita- tion Procedures? Evidence from Field Auctions for Sportscards. The Amer-

ican Economics Review, 91(5), 1498-1507.

List, J. A., & Gallet, C. A. (2001). What Experimental Protocol Influence Dispari- ties Between Actual and Hypothetical Stated Values? . Environmental and

Resource Economics, 20(3), 241-254.

List, J. A., & Shogren, J. (1998). Calibration of the difference between actual and hypothetical valuations in a field experiment. Journal of Economic Behav-

ior & Organization, 37, 193-205.

Loomis, J., Brown, T. C., Lucero, B., & Peterson, G. (1996). Improving Validity Experiments of Contingent Valuation Methods: Results of Efforts to Re- duce the Disparity of Hypothetical and Actual Willingness to Pay Land

Economics, 72(4), 450-461.

Lusk, J. L., & Schroeder, T. C. (2004). Are Choice Experiments Incentive Com- patible? A Test with Quality Differentiated Beef Steaks. American Journal

of Agricultural Economics, 86(2), 467-482.

MacMillan, D. C., Smart, T. S., & Thorburn, A. P. (1999). A Field Experiment Involving Cash and Hypothetical Charitable Donations. Environmental and

Resource Economics, 14, 399-412.

McClelland, G., Schulze, W. D., & Coursey, D. L. (1993). Insurance for Low- probability Hazards: A Bimodal Response to Unlikely Events. Journal of

Murphy, J., Allen, G. P., Stevens, T. H., & Weatherhead, D. (2005a). A Meta- analysis of Hypothetical Bias in Stated Preference Valuation Environ-

mental and Resource Economics, 30(3), 313-325.

Murphy, J., Stevens, T. H., & Weatherhead, D. (2005b). Is Cheap Talk Effective at Eliminating Hypothetical Bias in a Provision Point Mechanism? . Envi-

ronmental and Resource Economics, 30(3), 327-343.

Neill, H. R., Cummings, R. G., Ganderton, P. T., Harrison, G. W., & McGuckin, T. (1994). Hypothetical Surveys and Real Economic Commitments Land

Economics, 70(2), 145-154.

NOAA. (1993). Report of the NOAA panel on contingent valuation 58. Federal Register 46.

Norwood, B. (2005). Preference Calibration. Journal of Agricultural and Applied

Economics,, 37(1).

Poe, G. L., Clark, J. E., Rondeau, D., & Schulze, W. D. (2002). Provision Point Mechanisms and Field Validity Tests of Contingent Valuation Environ-

mental and Resource Economics, 23(1), 105-131.

Sample, J., & Warland, R. (1973). Attitudes and the prediction of behavior. Social

Forces, 51, 292-304.

Seip, K., & Strand, J. (1992). Willingness to Pay for Environmental Goods in Norway: A Contingent Valuation Study with Real Payment. Environmen-

tal and Resource Economics, 2, 91-106.

SIKA (2008). Samhällsekonomiska principer och kalkylvärden för transportsek- torn: ASEK 4. SIKA PM 2008:3.

Smith, V. K., & Mansfield, C. (1998). Buying Time: Real and Hypothetical Offers.

Journal of Environmental Economics and Management, 36, 209-224.

Suchman, E. (1950). The intensity component on attitude and opinion research. In S. Souffer, L. Guttman, E. Suchman, S. Starr & J. Clausen (Eds.), Meas-

urement and Prediction. Princeton: Princeton University Press.

Sugden, R. (2005). Anomalies and Stated Preference Techniques: A Framework for a Discussion of Coping Strategies. Environmental and Resource Eco-

nomics, 32, 1-12.

Svensson, M. (2009). The Value of a Statistical Life in Sweden Estimates from Two Studies using the "Cerainty Approach" Calibration. Accident Analysis

& Prevention, 41, 430-437.

Vossler, C. A., Ethier, R. G., Poe, G. L., & Welsh, M. P. (2003). Payment Cer- tainty in Discrete Choice Contingent Valuation Responses: Results from a Field Validity Test. Southern Economic Journal, 69, 886-902.