Combining Historical Data with Consumer Intent-to-View Metrics

摘要

We forecast motion picture sales before release using factors under studio control (e.g. directors, producers, screenwriters and cast), plus intent-to-see measures from consumers exposed to trailers of 64 motion pictures. We find a highly non-linear relationship between intent-to-see measures and cumulative box office. Appropriate transformations allow accurate forecasts.