[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/30433.html
   My bibliography  Save this paper

Multiple Price Lists for Willingness to Pay Elicitation

Author

Listed:
  • Kelsey Jack
  • Kathryn McDermott
  • Anja Sautmann
Abstract
Multiple price lists are a convenient tool to elicit willingness to pay (WTP) in surveys and experiments, but choice patterns such as “multiple switching” and “never switching” indicate high error rates. Existing measurement approaches often do not provide accurate standard errors and cannot correct for bias due to framing and order effects. We propose to combine a randomization approach with a random-effects latent utility model to detect bias and account for error. Data from a choice experiment in South Africa shows that significant order effects exist which, if uncorrected, would lead to distorted conclusions about subjects’ preferences. We provide templates to create a multiple price list survey instrument in SurveyCTO and analyze the resulting data using our proposed methods.

Suggested Citation

  • Kelsey Jack & Kathryn McDermott & Anja Sautmann, 2022. "Multiple Price Lists for Willingness to Pay Elicitation," NBER Working Papers 30433, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:30433
    Note: DEV EEE
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w30433.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Filippin, Antonio & Crosetto, Paolo, 2014. "A Reconsideration of Gender Differences in Risk Attitudes," IZA Discussion Papers 8184, Institute of Labor Economics (IZA).
    2. Jose Apesteguia & Miguel A. Ballester, 2018. "Monotone Stochastic Choice Models: The Case of Risk and Time Preferences," Journal of Political Economy, University of Chicago Press, vol. 126(1), pages 74-106.
    3. Roland Bénabou & Armin Falk & Luca Henkel & Jean Tirole, 2020. "Eliciting Moral Preferences: Theory and Experiment," Working Papers 2020-17, Princeton University. Economics Department..
    4. James Berry & Greg Fischer & Raymond Guiteras, 2020. "Eliciting and Utilizing Willingness to Pay: Evidence from Field Trials in Northern Ghana," Journal of Political Economy, University of Chicago Press, vol. 128(4), pages 1436-1473.
    5. Alessandro Maffioli & David McKenzie & Diego Ubfal, 2023. "Estimating the Demand for Business Training: Evidence from Jamaica," Economic Development and Cultural Change, University of Chicago Press, vol. 72(1), pages 123-158.
    6. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    7. Ben Yishay, Ariel & Fraker, Andrew & Guiteras, Raymond & Palloni, Giordano & Shah, Neil Buddy & Shirrell, Stuart & Wang, Paul, 2017. "Microcredit and willingness to pay for environmental quality: Evidence from a randomized-controlled trial of finance for sanitation in rural Cambodia," Journal of Environmental Economics and Management, Elsevier, vol. 86(C), pages 121-140.
    8. Burchardi, Konrad & de Quidt, Jonathan & Gulesci, Selim & Sulaiman, Munshi, 2021. "Credit Constraints and Demand for Remedial Education: Evidence from Tanzania," CEPR Discussion Papers 15862, C.E.P.R. Discussion Papers.
    9. Daniele Asioli & Adriana Mignani & Frode Alfnes, 2021. "Quick and easy? Respondent evaluations of the Becker–DeGroot–Marschak and multiple price list valuation mechanisms," Agribusiness, John Wiley & Sons, Ltd., vol. 37(2), pages 215-234, April.
    10. Burchardi, Konrad B. & de Quidt, Jonathan & Gulesci, Selim & Lerva, Benedetta & Tripodi, Stefano, 2021. "Testing willingness to pay elicitation mechanisms in the field: Evidence from Uganda," Journal of Development Economics, Elsevier, vol. 152(C).
    11. Daniel Björkegren, 2022. "Competition in network industries: Evidence from the Rwandan mobile phone network," RAND Journal of Economics, RAND Corporation, vol. 53(1), pages 200-225, March.
    12. Guiteras, Raymond P. & Jack, B. Kelsey, 2018. "Productivity in piece-rate labor markets: Evidence from rural Malawi," Journal of Development Economics, Elsevier, vol. 131(C), pages 42-61.
    13. Hunt Allcott & Judd B. Kessler, 2019. "The Welfare Effects of Nudges: A Case Study of Energy Use Social Comparisons," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 236-276, January.
    14. Quang Nguyen & Colin Camerer & Tomomi Tanaka, 2010. "Risk and Time Preferences Linking Experimental and Household Data from Vietnam," Post-Print halshs-00547090, HAL.
    15. Kahneman, Daniel & Knetsch, Jack L & Thaler, Richard H, 1990. "Experimental Tests of the Endowment Effect and the Coase Theorem," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1325-1348, December.
    16. Antonio Filippin, 2022. "Gender differences in risk attitudes," IZA World of Labor, Institute of Labor Economics (IZA), pages 100-100, October.
    17. Anna Conte & John D. Hey, 2018. "Rehabilitating the Random Utility Model. A comment on Apesteguia and Ballester (2018)," Discussion Papers 18/12, Department of Economics, University of York.
    18. Christine L. Exley, 2016. "Excusing Selfishness in Charitable Giving: The Role of Risk," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(2), pages 587-628.
    19. Jack, B. Kelsey & McDermott, Kathryn & Sautmann, Anja, 2022. "Multiple price lists for willingness to pay elicitation," Journal of Development Economics, Elsevier, vol. 159(C).
    20. Marina Agranov & Pietro Ortoleva, 2017. "Stochastic Choice and Preferences for Randomization," Journal of Political Economy, University of Chicago Press, vol. 125(1), pages 40-68.
    21. Lang, Ghislaine & Lanz, Bruno, 2021. "Energy efficiency, information, and the acceptability of rent increases: A survey experiment with tenants," Energy Economics, Elsevier, vol. 95(C).
    22. Chetan Dave & Catherine Eckel & Cathleen Johnson & Christian Rojas, 2010. "Eliciting risk preferences: When is simple better?," Journal of Risk and Uncertainty, Springer, vol. 41(3), pages 219-243, December.
    23. Björn Bartling & Florian Engl & Roberto A. Weber, 2015. "Game form misconceptions are not necessary for a willingness-to-pay vs. willingness-to-accept gap," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 72-85, July.
    24. Susanna B. Berkouwer & Joshua T. Dean, 2022. "Credit, Attention, and Externalities in the Adoption of Energy Efficient Technologies by Low-Income Households," American Economic Review, American Economic Association, vol. 112(10), pages 3291-3330, October.
    25. Berkouwer, Susanna B. & Biscaye, Pierre E. & Puller, Steven & Wolfram, Catherine D., 2022. "Disbursing emergency relief through utilities: Evidence from Ghana," Journal of Development Economics, Elsevier, vol. 156(C).
    26. Ben Gillen & Erik Snowberg & Leeat Yariv, 2019. "Experimenting with Measurement Error: Techniques with Applications to the Caltech Cohort Study," Journal of Political Economy, University of Chicago Press, vol. 127(4), pages 1826-1863.
    27. Steffen Andersen & Glenn W. Harrison & Morten I. Lau & E. Elisabet Rutström, 2008. "Eliciting Risk and Time Preferences," Econometrica, Econometric Society, vol. 76(3), pages 583-618, May.
    28. Paolo Crosetto & Antonio Filippin, 2016. "A theoretical and experimental appraisal of four risk elicitation methods," Experimental Economics, Springer;Economic Science Association, vol. 19(3), pages 613-641, September.
    29. Cole, Shawn & Fernando, A. Nilesh & Stein, Daniel & Tobacman, Jeremy, 2020. "Field comparisons of incentive-compatible preference elicitation techniques," Journal of Economic Behavior & Organization, Elsevier, vol. 172(C), pages 33-56.
    30. Hira Channa & Jacob Ricker‐Gilbert & Hugo De Groote & Jonathan Bauchet, 2021. "Willingness to pay for a new farm technology given risk preferences: Evidence from an experimental auction in Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 52(5), pages 733-748, September.
    31. Steffen Anderson & Glenn Harrison & Morten Lau & Rutstrom Elisabet, 2007. "Valuation using multiple price list formats," Applied Economics, Taylor & Francis Journals, vol. 39(6), pages 675-682.
    32. James Berry & Rebecca Dizon-Ross & Maulik Jagnani, 2020. "Not Playing Favorites: An Experiment on Parental Fairness Preferences," Working Papers 2020-06, Becker Friedman Institute for Research In Economics.
    33. Tomomi Tanaka & Colin F. Camerer & Quang Nguyen, 2010. "Risk and Time Preferences: Linking Experimental and Household Survey Data from Vietnam," American Economic Review, American Economic Association, vol. 100(1), pages 557-571, March.
    34. Leonardo Bursztyn & Bruno Ferman & Stefano Fiorin & Martin Kanz & Gautam Rao, 2018. "Status Goods: Experimental Evidence from Platinum Credit Cards," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1561-1595.
    35. Antonio Filippin & Paolo Crosetto, 2016. "A Reconsideration of Gender Differences in Risk Attitudes," Management Science, INFORMS, vol. 62(11), pages 3138-3160, November.
    36. Amanda J Fuller & Jacob Ricker-Gilbert, 2021. "Estimating Demand for Third-party Quality Testing in Rural Grain Markets: Evidence from an Experimental Auction for Measuring Moisture Content in Kenya," Journal of African Economies, Centre for the Study of African Economies, vol. 30(5), pages 389-417.
    37. Timothy N. Cason & Charles R. Plott, 2014. "Misconceptions and Game Form Recognition: Challenges to Theories of Revealed Preference and Framing," Journal of Political Economy, University of Chicago Press, vol. 122(6), pages 1235-1270.
    38. Chi Wai Yu & Y. Jane Zhang & Sharon Xuejing Zuo, 2021. "Multiple Switching and Data Quality in the Multiple Price List," The Review of Economics and Statistics, MIT Press, vol. 103(1), pages 136-150, March.
    39. Roselyne Alphonce & Frode Alfnes, 2017. "Eliciting Consumer WTP for Food Characteristics in a Developing Context: Application of Four Valuation Methods in an African Market," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(1), pages 123-142, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jack, B. Kelsey & McDermott, Kathryn & Sautmann, Anja, 2022. "Multiple price lists for willingness to pay elicitation," Journal of Development Economics, Elsevier, vol. 159(C).
    2. Gautam, Sanghmitra & Gechter, Michael & Guiteras, Raymond P. & Mobarak, Ahmed Mushfiq, 2024. "Encouraging Rural Sanitation Take-up: Insights from Experimental Evaluations of Interventions," CEnREP Working Papers 340057, North Carolina State University, Department of Agricultural and Resource Economics.
    3. Guerreiro, Joao & Hazell, Jonathon & Lian, Chen & Patterson, Christina, 2024. "Why Do Workers Dislike Inflation? Wage Erosion and Conflict Costs," IZA Discussion Papers 17339, Institute of Labor Economics (IZA).
    4. Anna Josephson & Jeffrey D. Michler & Talip Kilic & Siobhan Murray, 2024. "The Mismeasure of Weather: Using Remotely Sensed Earth Observation Data in Economic Context," Papers 2409.07506, arXiv.org.
    5. Beegle, Kathleen & Dillon, Andrew & Karlan, Dean & Udry, Christopher, 2024. "Introduction to the journal of development economics special issue on methods and measurement," Journal of Development Economics, Elsevier, vol. 170(C).
    6. Alice Pizzo & Christina Gravert & Jan M. Bauer & Lucia Reisch, 2024. "Carbon Taxes Crowd Out Climate Concern: Experimental Evidence from Sustainable Consumer Choices," CEBI working paper series 24-16, University of Copenhagen. Department of Economics. The Center for Economic Behavior and Inequality (CEBI).
    7. Changkuk Im, 2023. "Accurate Quality Elicitation in a Multi-Attribute Choice Setting," Papers 2309.00114, arXiv.org, revised Dec 2023.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Anwesha Bandyopadhyay & Lutfunnahar Begum & Philip J. Grossman, 2021. "Gender differences in the stability of risk attitudes," Journal of Risk and Uncertainty, Springer, vol. 63(2), pages 169-201, October.
    2. Holden, Stein T. & Tilahun, Mesfin, 2022. "Are risk preferences explaining gender differences in investment behavior?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 101(C).
    3. Ranganathan, Kavitha & Lejarraga, Tomás, 2021. "Elicitation of risk preferences through satisficing," Journal of Behavioral and Experimental Finance, Elsevier, vol. 32(C).
    4. Ola Andersson & Håkan J. Holm & Jean-Robert Tyran & Erik Wengström, 2020. "Robust inference in risk elicitation tasks," Journal of Risk and Uncertainty, Springer, vol. 61(3), pages 195-209, December.
    5. Paolo Crosetto & Antonio Filippin, 2023. "Safe options and gender differences in risk attitudes," Journal of Risk and Uncertainty, Springer, vol. 66(1), pages 19-46, February.
    6. Chi Wai Yu & Y. Jane Zhang & Sharon Xuejing Zuo, 2021. "Multiple Switching and Data Quality in the Multiple Price List," The Review of Economics and Statistics, MIT Press, vol. 103(1), pages 136-150, March.
    7. Thomas Meissner & Xavier Gassmann & Corinne Faure & Joachim Schleich, 2023. "Individual characteristics associated with risk and time preferences: A multi country representative survey," Journal of Risk and Uncertainty, Springer, vol. 66(1), pages 77-107, February.
    8. Chew, Soo Hong & Miao, Bin & Shen, Qiang & Zhong, Songfa, 2022. "Multiple-switching behavior in choice-list elicitation of risk preference," Journal of Economic Theory, Elsevier, vol. 204(C).
    9. Kerri Brick & Martine Visser & Justine Burns, 2012. "Risk Aversion: Experimental Evidence from South African Fishing Communities," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 94(1), pages 133-152.
    10. Fidanoski, Filip & Johnson, Timothy, 2023. "A z-Tree implementation of the Dynamic Experiments for Estimating Preferences [DEEP] method," Journal of Behavioral and Experimental Finance, Elsevier, vol. 38(C).
    11. Jansen, Anika & Pfeifer, Harald & Raecke, Julia, 2017. "Only the brave? Risk and time preferences of decision makers and firms’ investment in worker training," Research Memorandum 004, Maastricht University, Graduate School of Business and Economics (GSBE).
    12. Tamás Csermely & Alexander Rabas, 2016. "How to reveal people’s preferences: Comparing time consistency and predictive power of multiple price list risk elicitation methods," Journal of Risk and Uncertainty, Springer, vol. 53(2), pages 107-136, December.
    13. Kpegli, Yao Thibaut & Corgnet, Brice & Zylbersztejn, Adam, 2023. "All at once! A comprehensive and tractable semi-parametric method to elicit prospect theory components," Journal of Mathematical Economics, Elsevier, vol. 104(C).
    14. Crosetto, P. & Filippin, A., 2017. "Safe options induce gender differences in risk attitudes," Working Papers 2017-05, Grenoble Applied Economics Laboratory (GAEL).
    15. Charness, Gary & Gneezy, Uri & Imas, Alex, 2013. "Experimental methods: Eliciting risk preferences," Journal of Economic Behavior & Organization, Elsevier, vol. 87(C), pages 43-51.
    16. Andrea Hackethal & Michael Kirchler & Christine Laudenbach & Michael Razen & Annika Weber, 2020. "On the role of monetary incentives in risk preference elicitation experiments," Working Papers 2020-29, Faculty of Economics and Statistics, Universität Innsbruck.
    17. Matteo M. Marini, 2021. "Does gender moderate the influence of emotions on risk-taking? A robustness check," Working Papers 2021/06, Economics Department, Universitat Jaume I, Castellón (Spain).
    18. Collier, Trevor & Cotten, Stephen & Roush, Justin, 2022. "Using pandemic behavior to test the external validity of laboratory measurements of risk aversion and guilt," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 101(C).
    19. Horn, Dániel & Kiss, Hubert János & Lénárd, Tünde, 2022. "Gender differences in preferences of adolescents: Evidence from a large-scale classroom experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 478-522.
    20. Changkuk Im, 2023. "Accurate Quality Elicitation in a Multi-Attribute Choice Setting," Papers 2309.00114, arXiv.org, revised Dec 2023.

    More about this item

    JEL classification:

    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • D46 - Microeconomics - - Market Structure, Pricing, and Design - - - Value Theory
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:30433. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.