Quantitative and Qualitative Analysis
Posted in The Feasibility Study Process on November 23rd, 2007Hello again
I have received a few Emails recently asking about Quantitative and Qualitative Analysis. There is clearly a lot of confusion about these two terms and so I thought you might be interested in my comments on them.
First of all when do you use them?
Quantitative analysis is the process that we are all familiar with where a model of some aspect of the project is developed based on measured and calculated quantities - the models can be engineering, statistical or financial - but they all involve real numbers that are calculated with reasonably well known limits of accuracy - such as Return on Investment, annual productive capacity etc.
Qualitative analysis is only undertaken when it is impossible to measure or assess a characteristic by a numerical yardstick such as cost, interest rate, capacity, speed, weight, power etc.So when for instance Risk Analysis is being undertaken in a feasibility study workshop and hard number are not available, we have to rely on the basis of relativity to make an assessment. This can be done on the basis of relative terms like remote, unlikely, possible, probable, likely, very likely or certain as is used in risk analysis when you are comparing various issues on a subjective basis. Sometimes numbers on a scale of 1 to 10 are given to these variables - but it is still a Qualitative Analysis.
Qualitative analysis is a very useful technique but it does have a very significant drawback that often makes the conclusions useless or even result in project disaster.What is this fundamental problem? - well it all stems from the fact that inexperienced people can understand the analysis and believe quite sincerely that they can contribute to the process. In fact what they invariably contribute is a view that is prejudiced by their background, current job, company politics and personal whim. So because it is subjective, qualitative analysis is only worthwhile when it is carried out by experienced dispassionate experts in the subject.
Coming back to risk analysis - if the probability of the risk can be assessed by a qualified actuary or expert in the field involved then the Risk Analysis can be done on a Quantitative basis.However because judgement still has to be involved there is doubt whether this approach is justified because it takes a massive amount of calculation to assess the risk and the accuracy will still be in doubt.
So when should use the different techniques?
Broadly - “If Quantitative Analysis can be undertaken with confidence in the numbers at reasonable cost then this approach should always be used”
But - “If there are subjective issues involved the Quantitative Analysis should be backed up by a Qualitative Analysis that must be undertaken by Experts if it is to be of any use”
There are techniques that can confirm or question the findings from Qualitative Analysis. These include for instance, market surveys where the saleability of a product is being assessed, model testing where there are so many variables that numerical analysis in impossible etc
So when you have to resort to Qualitative Analysis you should always try to devise some sort of real trial or test that will back up your findings.







