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Booking in the Rain: Testing the impact of public information on prices

Author

Listed:
  • P. Figini
  • S. Cicognani
  • L. Zirulia
Abstract
The key role played by public information in market economies is paramount. Yet, investigation on how prices are affected is hindered by intricate endogeneity and parametrization issues. This paper contributes to the literature by identifying and studying a case where public information is related to weather forecasts, in a sector (tourism) where meteorological conditions exogenously impact on both suppliers and consumers decisions, especially in leisure destinations. We first develop a theoretical model where forecasts affect demand and hence equilibrium prices in accommodation: an improvement in the weather forecast has a positive impact on the price, the effect being stronger the higher the level of accuracy of the forecast and the level of ex ante uncertainty in weather conditions. We then estimate an augmented hedonic price model where dynamic characteristics (typical of advanced booking strategies) are included together with information about weather forecasts. Consistent with the theory, we find that, ceteris paribus, good weather forecasts are associated to higher prices, the impact being larger the higher their level of accuracy and the higher the ex ante level of uncertainty in weather conditions.

Suggested Citation

  • P. Figini & S. Cicognani & L. Zirulia, 2019. "Booking in the Rain: Testing the impact of public information on prices," Working Papers wp1137, Dipartimento Scienze Economiche, Universita' di Bologna.
    • Handle: RePEc:bol:bodewp:wp1137
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    References listed on IDEAS

    as
    1. Ruixue Jia, 2014. "Weather Shocks, Sweet Potatoes and Peasant Revolts in Historical China," Economic Journal, Royal Economic Society, vol. 124(575), pages 92-118, March.
    2. Alexander Dyck & Natalya Volchkova & Luigi Zingales, 2008. "The Corporate Governance Role of the Media: Evidence from Russia," Journal of Finance, American Finance Association, vol. 63(3), pages 1093-1135, June.
    3. Robert Warren Anderson & Noel D. Johnson & Mark Koyama, 2017. "Jewish Persecutions and Weather Shocks: 1100–1800," Economic Journal, Royal Economic Society, vol. 127(602), pages 924-958, June.
    4. Andréas Heinen & Jeetendra Khadan & Eric Strobl, 2019. "The Price Impact of Extreme Weather in Developing Countries," The Economic Journal, Royal Economic Society, vol. 129(619), pages 1327-1342.
    5. Richard M. Adams & Stephen Polasky, 1998. "The Value of El Niño Forecasts in the Management of Salmon: A Stochastic Dynamic Assessment," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(4), pages 765-777.
    6. Matteo Cervellati & Uwe Sunde & Simona Valmori, 2017. "Pathogens, Weather Shocks and Civil Conflicts," Economic Journal, Royal Economic Society, vol. 127(607), pages 2581-2616, December.
    7. Emilio Cerdá Tena & Sonia Quiroga Gómez, 2011. "Economic value of weather forecasting: the role of risk aversion," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 19(1), pages 130-149, July.
    8. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    9. Xavier Vives, 2014. "On The Possibility Of Informationally Efficient Markets," Journal of the European Economic Association, European Economic Association, vol. 12(5), pages 1200-1239, October.
    10. Gerd Gigerenzer & Ralph Hertwig & Eva Van Den Broek & Barbara Fasolo & Konstantinos V. Katsikopoulos, 2005. "“A 30% Chance of Rain Tomorrow”: How Does the Public Understand Probabilistic Weather Forecasts?," Risk Analysis, John Wiley & Sons, vol. 25(3), pages 623-629, June.
    11. David Hirshleifer & Tyler Shumway, 2003. "Good Day Sunshine: Stock Returns and the Weather," Journal of Finance, American Finance Association, vol. 58(3), pages 1009-1032, June.
    12. Stefano DellaVigna & Ethan Kaplan, 2007. "The Fox News Effect: Media Bias and Voting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1187-1234.
    13. Ashenfelter, Orley, 2010. "Predicting the Quality and Prices of Bordeaux Wine," Journal of Wine Economics, Cambridge University Press, vol. 5(1), pages 40-52, April.
    14. Grossman, Sanford J & Stiglitz, Joseph E, 1980. "On the Impossibility of Informationally Efficient Markets," American Economic Review, American Economic Association, vol. 70(3), pages 393-408, June.
    15. Saunders, Edward M, Jr, 1993. "Stock Prices and Wall Street Weather," American Economic Review, American Economic Association, vol. 83(5), pages 1337-1345, December.
    16. Dorfmann, Jeffrey & Karali, Berna, 2015. "A Nonparametric Search for Information Effects from USDA Reports," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 40(1), pages 1-20.
    17. Melis, Giuseppe & Piga, Claudio A, 2016. "Are all online hotel prices created dynamic? An empirical assessment," MPRA Paper 75896, University Library of Munich, Germany.
    18. Peter Bauer & Alan Thorpe & Gilbert Brunet, 2015. "The quiet revolution of numerical weather prediction," Nature, Nature, vol. 525(7567), pages 47-55, September.
    19. Martin Falk & Markku Vieru, 2019. "Myth of early booking gains," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 18(1), pages 52-64, February.
    20. Volker Nocke & Martin Peitz, 2007. "A Theory of Clearance Sales," Economic Journal, Royal Economic Society, vol. 117(522), pages 964-990, July.
    21. Mitchell, Mark L & Mulherin, J Harold, 1994. "The Impact of Public Information on the Stock Market," Journal of Finance, American Finance Association, vol. 49(3), pages 923-950, July.
    22. Matthew Gentzkow & Jesse M. Shapiro, 2010. "What Drives Media Slant? Evidence From U.S. Daily Newspapers," Econometrica, Econometric Society, vol. 78(1), pages 35-71, January.
    23. Marc Möller & Makoto Watanabe, 2010. "Advance Purchase Discounts Versus Clearance Sales," Economic Journal, Royal Economic Society, vol. 120(547), pages 1125-1148, September.
    24. Matteo Cervellati & Uwe Sunde & Simona Valmori, 2017. "Pathogens, Weather Shocks and Civil Conflicts," Economic Journal, Royal Economic Society, vol. 127(607), pages 2581-2616, December.
    25. Stephen Morris & Hyun Song Shin, 2002. "Social Value of Public Information," American Economic Review, American Economic Association, vol. 92(5), pages 1521-1534, December.
    26. Roberto Cellini & Tiziana Cuccia, 2019. "Weather conditions and museum attendance: a case-study from Sicily," Climatic Change, Springer, vol. 154(3), pages 511-527, June.
    27. Mu, Xiaoyi, 2007. "Weather, storage, and natural gas price dynamics: Fundamentals and volatility," Energy Economics, Elsevier, vol. 29(1), pages 46-63, January.
    28. Anbarci, Nejat & Boyd III, John & Floehr, Eric & Lee, Jungmin & Song, Joon Jin, 2011. "Population and income sensitivity of private and public weather forecasting," Regional Science and Urban Economics, Elsevier, vol. 41(2), pages 124-133, March.
    29. Marie Juanchich & Miroslav Sirota, 2016. "How to improve people's interpretation of probabilities of precipitation," Journal of Risk Research, Taylor & Francis Journals, vol. 19(3), pages 388-404, March.
    30. repec:bla:jfinan:v:59:y:2004:i:3:p:1201-1234 is not listed on IDEAS
    31. Jaume Rosselló Nadal & Antoni Riera Font & Vivian Cardenas, 2008. "The impact of weather variability on British outbound flows," CRE Working Papers (Documents de treball del CRE) 2008/3, Centre de Recerca Econòmica (UIB ·"Sa Nostra").
    32. George-Marios Angeletos & Alessandro Pavan, 2007. "Efficient Use of Information and Social Value of Information," Econometrica, Econometric Society, vol. 75(4), pages 1103-1142, July.
    33. Nicky J. Welton & Howard H. Z. Thom, 2015. "Value of Information," Medical Decision Making, , vol. 35(5), pages 564-566, July.
    34. Joseph E. Engelberg & Christopher A. Parsons, 2011. "The Causal Impact of Media in Financial Markets," Journal of Finance, American Finance Association, vol. 66(1), pages 67-97, February.
    35. Richard R. Nelson & Sidney G. Winter, 1964. "A Case Study in the Economics of Information and Coordination the Weather Forecasting System," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 78(3), pages 420-441.
    36. Umit G. Gurun & Alexander W. Butler, 2012. "Don't Believe the Hype: Local Media Slant, Local Advertising, and Firm Value," Journal of Finance, American Finance Association, vol. 67(2), pages 561-598, April.
    37. Ridderstaat, Jorge & Oduber, Marck & Croes, Robertico & Nijkamp, Peter & Martens, Pim, 2014. "Impacts of seasonal patterns of climate on recurrent fluctuations in tourism demand: Evidence from Aruba," Tourism Management, Elsevier, vol. 41(C), pages 245-256.
    38. Myatt, David P. & Wallace, Chris, 2015. "Cournot competition and the social value of information," Journal of Economic Theory, Elsevier, vol. 158(PB), pages 466-506.
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    More about this item

    JEL classification:

    • D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism

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