3.3.3 Decision Trees Flashcards
decision trees
mathematical models techniques
set out all options available for managers when making a decision, plus possible outcomes of those decisions
suited to problems where sequence of events has to be followed
most useful in tactical/routine decisions
numbers always under the line
remember to subtract initial cost of investment from EV
structure of decision trees
square _ lines _ circle _ outcomes _ result
probability
chance of an outcome happening
expected value
financial value of outcome calculated by multiplying estimated financial effect by its probability
outcome x probability
P x result
net gain (expected monetary reward)
value to be gained from taking a decision
calculated by adding together expected value of each outcome and deducting the costs associated with the decision
expected value - costs
adv of decision trees
- allows for uncertainty/chance
- consider all possible outcomes
- set out problems clear/ encourage logical approach= clear decision pathway (chose 1 with highest net gain)
- encourage quantitative approach & force assessments of chance/implication of success/failure
- shows av value of decision & probability
- similar scenarios = good estimate = actual value exist
- assess risk involved in decision only investment appraisal technique
- MR/past sales data/extrapolation - used to calculate probability/results = expected values
decision tree definition
mathematical models techniques
set out all options available for managers when making a decision, plus possible outcomes of those decisions
limitations of decision trees
- biased/optimism = exaggerated figures = prove pre desired results = favour probabilities
- difficult to get meaningful data
- less useful in new problems (1 off issues)
- divert managers from need to account for qualitative too
- results/probabilities/costs = estimates/subject to error
- external factors especially with long lead time
- expected value won’t actually happen actual = higher or lower
- qualitative research should be used too
lead time
Lead time is the amount of time that passes from the start of a process until its conclusion
square
decision to be made