Medium term growth forecasts: Experts vs. simple models

J. Daniel Aromi

International Journal of Forecasting, 2019, vol. 35, issue 3, 1085-1099

Abstract: We compare the medium-term GDP growth forecasts generated by experts to those generated by simple models. This study analyzes a large set of forecasts that covers 48 countries from 1997 to 2016. Out-of-sample exercises indicate that no noticeable difference in performance is observed for advanced economies. In contrast, in the case of emerging economies, model forecasts perform better than expert forecasts. In addition, similar patterns are found for a collection of forecasts from a different set of experts, which suggests that the reported regularity is prevalent. Further analyses suggest that the documented difference in performance can be explained by an optimism bias, excessive reactions to innovations in growth trajectories, and insufficient responses to the information contained in the current account balance.

Keywords: GDP forecasts; Emerging countries; Simple models; Overreaction; Forecast evaluation (search for similar items in EconPapers)
Date: 2019
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Persistent link: https://EconPapers.repec.org/RePEc:eee:intfor:v:35:y:2019:i:3:p:1085-1099

DOI: 10.1016/j.ijforecast.2019.03.004

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