Theme 3 - Decision Making Techniques Flashcards
Sales forecasting
A method of predicting future sales using statistical methods
Time-series analysis
A method of prediciting future sales using past sales data figures, used to reveal any underlying patterns in time series data
* Can be difficult to interpret if data has flucccuations
* Businesses use moving averages of the data - smooth out fluccuations in the data which makes it eaiser to identify underlying trends
Time series data
Sales figures collected at consistent time intervals and presented in time order
Trends
Long term movement of a variable
Three period moving averages
Three period moving averages = calculates the average periods 1,2,3 then periods 2,3,4 etc (adding up 3 periods and diving by 3
How to calculate 3 period moving averages
- Take an average of the first three moving points where there are fluccuations
- The moving average is always placed in the same as the middle of the time periods
Four period moving averages
The average based of four time periods (often quarters of a year). It moves with time. Usuually calculate using centering based on 8 period total
How do u calculate 4 period moving averages
- Finding averages for four consecutive quarters( 3 months), there isnt a clear mid point as youre taking 2 instead of 3
- The mid point lies between second and third values
- Add up 4 quarter averages to give 8 total average
- Divide this by 8 to get four period moving averages
- Minus the four quarter moving period from sales figure to give the variaration
Centering
Centering = find the average of two four mpving aerages them place against the third quater of the first moving average
Scatter graphs
A graph showing the performance of one variable against another independant vairable on a variety of occasions
Line of best fit
A line that goes roughly through the middle of all scatter points on a graph
Use of these graphs + line of best fit
- shows trends in data
- scales data overtime can be displayed as a scatter graph
- line of best fit shows the overall trend in data
- Used to look at the correlation between two vairables measure of how closley they are related
- Closer line is to data points stronger teh correlation is
- Both can be affected by an external factor
Investment apprasial
Attempts to determine the value of capital expenditure projects
It enables the business and its investors to compare projects so that the business can expand and meet their objectives using profit maximisation and effiency
Pay back period
The time it takes for a project to make enough money to pay back the initial investment
How do u calculate pbp?
- Amount invested / annual net cash flow
- Identify the net cash flows for each period and keep a running total of the cash flow
- Add amount until becomes positive that is when investment is fully paid back
- Divide amount that was still required by negative by the cash inflow of the year add the amount of years which is the pay back period
- When it is half way thrpuhgh a year take amount still required and times by 12 to get pbp
What are the advantages and disadvantages of pbp?
Ads:
* It is easy to calculate and understand
* Straightforward to compare competing projects
* Very good for high tech projects or any projects thaty might not provide long term returns
* focuses on cash flows
* speed of return in a rapidly changing market
Dis:
* Ignores cash flow after payback
* Ignores time value of money
* May encourage short term thinking
* Ignores qualitative aspects of a decision
* Does not actually create a decision for the investment
Time value of money
Time value of money = the idea that a certain amount of money is worth more today than it will be in the future
Average rate of return
Compared the net return with the level of investment
Net return
The income of the project minus costs including the investment
(remember to subtract investment)
ARR formula
Average net return / investment x100
Average net return =net return/ years
* Make sure to duduct investment when adding ANR
* Calculate average annual return / total cash inflows by number of years
* Divide ANR by investment
* x by 100 to get %
Advantages and disadvantages of ARR
Ads:
* Its easy to calculate and understand
* Very good for high tech projects that might not provide long term returns
* Takes account of all of the projects cash flows
Dis:
* Ignores the timing of the cash flows
* Ignores time value of money