Besides the trial and error method introduced in the book, consider the shape of the data trend. Data with sharp ups and downs over time require consideration of weighting more on the most recent data and thus a greater α. Also look into socioeconomic or organizational factors that may influence revenue collection. If a factor that influences the revenue collection in the recent years is expected to continue to exert influence on the revenue collection next year, assign a larger α.