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Does Alternative Data Improve Financial Forecasting? The Horizon Effect

Olivier Dessaint - ; Thierry Foucault - ; Laurent Fresard - ;

Existing research suggests that alternative data are mainly informative about short-term future outcomes. We show theoretically that the availability of short-term-oriented data can induce forecasters to optimally shift their attention from the long term to the short term because it reduces the cost of obtaining short-term information. Consequently, the informativeness of their long-term forecasts decreases, even though the informativeness of their short-term forecasts increases. We test and confirm this prediction by considering how the informativeness of equity analysts' forecasts at various horizons varies over the long run and with their exposure to social media data.


Ketersediaan

Call NumberLocationAvailable
PSB lt.2 - Karya Akhir (Koleksi Majalah)1
PenerbitUSA: The American Finance Association 2024
EdisiVolume 79, Issue 3, June 2024, Pages 2237-2287
SubjekFinancial forecasting
Digitalization of Information
Short-term Information
ISBN/ISSN1540-6261
KlasifikasiNONE
Deskripsi Fisikill, chart, table, grafik, 678 hal, 20 cm
Info Detail SpesifikThe Journal of Finance
Other Version/RelatedTidak tersedia versi lain
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  • Does Alternative Data Improve Financial Forecasting? The Horizon Effect

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