3.3 Flashcards
What is quantitative sales forecasting?
Using statistical techniques to analyse existing data in order to make decisions for the future.
Two types:
Time series analysis
Scatter graph
What is time series analysis?
It looks at existing short and long term data over a period of time in order to provide information on likely current and future trends
What is a scatter graph?
Shows the degree of correlation between two variables by plotting them against each other on a diagram
What does correlation measure?
Measures how closely related one set of data is with other sets of data.
What does extrapolation mean?
That future trends are predicted by analysing past data and making assumptions about its continuing behaviour
Advantages of quantitative sales forecasting techniques?
Numerical - easier to interpret
Graphs can reveal hidden correlations
Based on data so less bias than other methods such as focus groups
Disadvantages of quantitative sales forecasting techniques?
Can be too simple and miss out details
Apparent correlations may not show cause and effect e.g. ice cream and murders
Identification of past trends is no guarantee they will continue in the future
What is investment appraisal?
It covers a range of analytical techniques designed to aid decision making. They help businesses decide on the relative merits of different investment projects
What is the payback period?
Measures the length of time it takes to get the cost of the investment back from the net cash flow that it generates.
How is payback calculated?
Cost of initial investment / net cash earned per time period
Advantages of pay back?
Easy to understand
Quick
Useful for projects where speed of return is paramount
Helps if cash flow could present problems
Disadvantages of pay back?
Ignores relatives rates of return
Ignores the time value of money - money now is worth more than money coming in later
Takes a short term view - ignores possible revenue earned after payback period is over
What is the average rate of return? (ARR)
It’s a method of comparing the average annual level of profit with the original cost of the investment
How to calculate ARR?
Average annual profit/cost of investment x100
Advantages and disadvantages of ARR?
Easy to calculate and use for comparisons
Takes into account relative rates of return
Ignores timing of cash flows
Ignores the time value of the money