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Resolvable and Near‐epistemic Uncertainty in Stated Preference for Olive Oil: An Empirical Exploration

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  • Riccardo Scarpa
  • Claudia Bazzani
  • Diego Begalli
  • Roberta Capitello
Abstract
We elicit subjective probabilities of choice using a choice experiment designed to study preferences of German consumers for high quality Italian extra‐virgin olive oils. We develop an econometric framework to address the issues of resolvable and near‐epistemic uncertainty. Focussing on behaviourally meaningful quantities linked to changes in oil attributes, such as marginal probabilities and marginal willingness to pay, we found estimates of these quantities to be robust to both types of uncertainty from both discrete and fractional elicitation formats of the response variable. The frequency and presence of potentially near‐epistemic responses are explained by socio‐economic covariates, but their effects are not always in the same direction as in models of heteroskedastic choice, suggesting the existence of different sources. Rounding behaviour in subjective probabilities statements conforms with previous findings in the literature.

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  • Riccardo Scarpa & Claudia Bazzani & Diego Begalli & Roberta Capitello, 2021. "Resolvable and Near‐epistemic Uncertainty in Stated Preference for Olive Oil: An Empirical Exploration," Journal of Agricultural Economics, Wiley Blackwell, vol. 72(2), pages 335-369, June.
    • Handle: RePEc:bla:jageco:v:72:y:2021:i:2:p:335-369
    DOI: 10.1111/1477-9552.12398
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    1. Charles F. Manski, 2013. "Response to the Review of ‘Public Policy in an Uncertain World’," Economic Journal, Royal Economic Society, vol. 0, pages 412-415, August.
    2. Harvey, David & Hubbard, Carmen, 2013. "Reconsidering the political economy of farm animal welfare: An anatomy of market failure," Food Policy, Elsevier, vol. 38(C), pages 105-114.
    3. Pedersen, Line Bjørnskov & Mørkbak, Morten Raun & Scarpa, Riccardo, 2020. "Handling resolvable uncertainty from incomplete scenarios in future doctors' job choice – Probabilities vs discrete choices," Journal of choice modelling, Elsevier, vol. 34(C).
    4. Luisa Menapace & Gregory Colson & Carola Grebitus & Maria Facendola, 2011. "Consumers' preferences for geographical origin labels: evidence from the Canadian olive oil market," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 38(2), pages 193-212, June.
    5. Arcidiacono, Peter & Hotz, V. Joseph & Kang, Songman, 2012. "Modeling college major choices using elicited measures of expectations and counterfactuals," Journal of Econometrics, Elsevier, vol. 166(1), pages 3-16.
    6. Herriges, Joseph A. & Bhattacharjee, Subhra & Kling, Catherine L., 2011. "Capturing preferences under incomplete scenarios using elicited choice probabilities," ISU General Staff Papers 201103230700001093, Iowa State University, Department of Economics.
    7. Manski, Charles F, 1999. "Analysis of Choice Expectations in Incomplete Scenarios," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 49-66, December.
    8. Harrison, Glenn W. & Martínez-Correa, Jimmy & Swarthout, J. Todd, 2014. "Eliciting subjective probabilities with binary lotteries," Journal of Economic Behavior & Organization, Elsevier, vol. 101(C), pages 128-140.
    9. Orazio P. Attanasio, 2009. "Expectations and Perceptions in Developing Countries: Their Measurement and Their Use," American Economic Review, American Economic Association, vol. 99(2), pages 87-92, May.
    10. K. Balcombe & A. Bailey & A. Chalak & I. Fraser, 2008. "Modifying willingness to pay estimates where respondents mis-report their preferences," Applied Economics Letters, Taylor & Francis Journals, vol. 15(5), pages 327-330.
    11. Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, September.
    12. Adeline Delavande & Hans-Peter Kohler, 2009. "Subjective expectations in the context of HIV/AIDS in Malawi," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 20(31), pages 817-875.
    13. Krystallis, Athanasios & Ness, Mitchell, 2005. "Consumer Preferences for Quality Foods from a South European Perspective: A Conjoint Analysis Implementation on Greek Olive Oil," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 8(2), pages 1-30.
    14. Kristin J. Kleinjans & Arthur Van Soest, 2014. "Rounding, Focal Point Answers And Nonresponse To Subjective Probability Questions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(4), pages 567-585, June.
    15. Pamela Giustinelli & Charles F Manski & Francesca Molinari, 2022. "Precise or Imprecise Probabilities? Evidence from Survey Response Related to Late-Onset Dementia," Journal of the European Economic Association, European Economic Association, vol. 20(1), pages 187-221.
    16. Chan-Halbrendt, Catherine & Zhllima, Edvin & Sisior, Gwendalyn & Imami, Drini & Leonetti, Luciano, 2010. "Consumer Preferences for Olive Oil in Tirana, Albania," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 13(3), pages 1-20, September.
    17. Ronald W. Ward & Julian Briz & Isabel de Felipe, 2003. "Competing supplies of olive oil in the German market: An application of multinomial logit models," Agribusiness, John Wiley & Sons, Ltd., vol. 19(3), pages 393-406.
    18. Giustinelli, Pamela & Manski, Charles F. & Molinari, Francesca, 2022. "Tail and center rounding of probabilistic expectations in the Health and Retirement Study," Journal of Econometrics, Elsevier, vol. 231(1), pages 265-281.
    19. Matthew Wiswall & Basit Zafar, 2015. "Determinants of College Major Choice: Identification using an Information Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(2), pages 791-824.
    20. Jayson L. Lusk & Ted C. Schroeder & Glynn T. Tonsor, 2014. "Editor's choice Distinguishing beliefs from preferences in food choice," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 41(4), pages 627-655.
    21. Provencher, Bill & Lewis, David J. & Anderson, Kathryn, 2012. "Disentangling preferences and expectations in stated preference analysis with respondent uncertainty: The case of invasive species prevention," Journal of Environmental Economics and Management, Elsevier, vol. 64(2), pages 169-182.
    22. 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.
    23. 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.
    24. 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.
    25. Adeline Delavande & Xavier Giné & David McKenzie, 2011. "Eliciting probabilistic expectations with visual aids in developing countries: how sensitive are answers to variations in elicitation design?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(3), pages 479-497, April.
    26. Asher A. Blass & Saul Lach & Charles F. Manski, 2010. "Using Elicited Choice Probabilities To Estimate Random Utility Models: Preferences For Electricity Reliability," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(2), pages 421-440, May.
    27. Joffre Swait & Tülin Erdem, 2007. "Brand Effects on Choice and Choice Set Formation Under Uncertainty," Marketing Science, INFORMS, vol. 26(5), pages 679-697, 09-10.
    28. Manski, Charles F., 2013. "Public Policy in an Uncertain World: Analysis and Decisions," Economics Books, Harvard University Press, number 9780674066892, Spring.
    29. Mimako Kobayashi & Klaus Moeltner & Kimberly Rollins, 2012. "Latent Thresholds Analysis of Choice Data under Value Uncertainty," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 94(1), pages 189-208.
    30. Kassahun, Habtamu Tilahun & Nicholson, Charles F. & Jacobsen, Jette Bredahl & Steenhuis, Tammo S., 2016. "Accounting for user expectations in the valuation of reliable irrigation water access in the Ethiopian highlands," Agricultural Water Management, Elsevier, vol. 168(C), pages 45-55.
    31. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    32. Delavande, Adeline & Giné, Xavier & McKenzie, David, 2011. "Measuring subjective expectations in developing countries: A critical review and new evidence," Journal of Development Economics, Elsevier, vol. 94(2), pages 151-163, March.
    33. Krinsky, Itzhak & Robb, A Leslie, 1986. "On Approximating the Statistical Properties of Elasticities," The Review of Economics and Statistics, MIT Press, vol. 68(4), pages 715-719, November.
    34. Harrison, Glenn W. & Martínez-Correa, Jimmy & Swarthout, J. Todd & Ulm, Eric R., 2017. "Scoring rules for subjective probability distributions," Journal of Economic Behavior & Organization, Elsevier, vol. 134(C), pages 430-448.
    35. Cerroni, Simone & Notaro, Sandra & Shaw, W. Douglass, 2012. "Eliciting and estimating valid subjective probabilities: An experimental investigation of the exchangeability method," Journal of Economic Behavior & Organization, Elsevier, vol. 84(1), pages 201-215.
    36. Thomas Lundhede & Jette Bredahl Jacobsen & Nick Hanley & Niels Strange & Bo Jellesmark Thorsen, 2015. "Incorporating Outcome Uncertainty and Prior Outcome Beliefs in Stated Preferences," Land Economics, University of Wisconsin Press, vol. 91(2), pages 296-316.
    37. Pamela Giustinelli & Charles F. Manski & Francesca Molinari, 2019. "Precise or Imprecise Probabilities? Evidence from Survey Response on Late-onset Dementia," NBER Working Papers 26125, National Bureau of Economic Research, Inc.
    38. Gregory L. Poe & Eric K. Severance-Lossin & Michael P. Welsh, 1994. "Measuring the Difference (X — Y) of Simulated Distributions: A Convolutions Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(4), pages 904-915.
    39. Krinsky, Itzhak & Robb, A Leslie, 1990. "On Approximating the Statistical Properties of Elasticities: A Correction," The Review of Economics and Statistics, MIT Press, vol. 72(1), pages 189-190, February.
    40. Balcombe, Kelvin & Chalak, Ali & Fraser, Iain, 2009. "Model selection for the mixed logit with Bayesian estimation," Journal of Environmental Economics and Management, Elsevier, vol. 57(2), pages 226-237, March.
    41. Manski, Charles F. & Molinari, Francesca, 2010. "Rounding Probabilistic Expectations in Surveys," Journal of Business & Economic Statistics, American Statistical Association, vol. 28(2), pages 219-231.
    42. Fischhoff, Baruch & Welch, Ned & Fredrick, Shane, 1999. "Construal Processes in Preference Assessment," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 139-164, December.
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