Week 11 Flashcards
Quantitative forecasting advantages
- Objective, consistent
- Processes large amounts of data
- Can identify relationship between two or more variables
Quantitative forecasting disadvantages
- Only good with the data that it is based on
- When changes occur in the data, forecasts will not be accurate
What is Qualitative forecasting?
A type of subjective forecasting, best used for medium-long term forecasting
Qualitative forecasting advantages
- Alternative to quantitative forecasting when there is LITTLE or NO data
- Alternative when forecaster skill/ resources are low
- You can make reactive changes and optimise traditional model predictions
- Useful when there may be changes in the future environment
What is Subjective Assessment?
Subjectively assess and weigh relevant subjective information to produce forecasts
- Used in place or in conjunction with quantitative forecasting
- Common in business forecasting
For what duration of forecasting is Subjective Assessment used for?
Short-Medium Term
What types of methods apply to Subjective Assessment?
- Sales Force Composite
- Jury of Executive Opinion
- Subjective Probability Assessment
What is Sales Force Composite?
Views of individual sales people as per the future sales outlook
- Grass Root Approach:
Collective sales assessment - done by sales people (Pipeline) - Sales Management Techniques
Sales Executives use the above info and create forecasts - Wholesaler or Distributer Approach
- Input to forecasting , they provide insights on inventory/ product line quantity and size
What is Jury of Executive Opinion?
Executive come up to group consensus
- Then reviewed by CEO or averaged (representative forecasting)
Disadvantages: politics/ hierarchy/ coercion and power
Remedy: Delphi
What is Subjective Probability Assessment?
Rely on scenario of the economy and distribute weights to the economic cycle
- Identify a range of values for the uncertain event
- Commonly used to incorporate subjective assessment into forecasting
Disadvantages: Forecasters may struggle
Remedy: Guidance and Training