3.3.1.Quantitative Sales Forecasting Flashcards
Sales forecasting necessary:
Helps with all business planning:
-HR plan
-Cash flow forecast
-Profit forecasts and budgets
-Production planning
Identifying past trends
- Moving averages- add first three months and find average for those and centre figure on middle of period. Move along each time. To smooth out data and identify trends.
2.Extrapolation-predicting future by assuming past trends will continue.
3.Scatter graphs (correlation)- Plotting relationship between two variables. Relationship can be used to forecast sales if the other variable is controllable or predictable ie. Can be positive or negative.
Sales and temperature
Limitations of quantitative forecasting techniques
Future≠Past: changes in any external factors may have significant impact on sales. Unpredictable to forecast.
Quality of forecast is reliant on ability of forecaster to interpret data being used to generate the forecast.