Short-term data availability leads to less accurate long-term financial forecasts.
Big data can help improve short-term financial forecasts but may harm long-term predictions. This happens because when forecasters have easy access to short-term data, they focus more on short-term outcomes, making their long-term forecasts less accurate. This was confirmed by studying equity analysts' forecasts over time and their use of social media data.