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

Figini, Paolo ; Cicognani, Simona ; Zirulia, Lorenzo (2019) Booking in the Rain: Testing the impact of public information on prices. Bologna: Dipartimento di Scienze economiche, p. 42. DOI 10.6092/unibo/amsacta/6265. In: Quaderni - Working Paper DSE (1137). ISSN 2282-6483.
Full text available as:
[img]
Preview
Text(pdf)
License: Creative Commons: Attribution-Noncommercial 3.0 (CC BY-NC 3.0)

Download (1MB) | Preview

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.

Abstract
Document type
Monograph (Working Paper)
Creators
CreatorsAffiliationORCID
Figini, PaoloUniversità di Bologna0000-0003-3625-6828
Cicognani, SimonaFree University of Bozen0000-0001-6825-7038
Zirulia, LorenzoUniversità di Bologna0000-0002-2876-2037
Keywords
Information uncertainty; Bayesian model; Big Data; Pricing strategy; Exogenous quality; Hotels; Weather forecast; Hedonic price.
Subjects
ISSN
2282-6483
DOI
Deposit date
13 Nov 2019 10:15
Last modified
13 Nov 2019 10:20
URI

Other metadata

Downloads

Downloads

Staff only: View the document

^