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Friday 15 May 2015

How to Measuring Software test effectiveness

Defect Detection Percentage (DDP): 

The basic definition of the Defect Detection Percentage is the number of defects found by testing, divided by the total known defects. Note that the total known defects consists of the number of defects found by (this) testing plus the total number of defects found afterwards. The scope of the testing represented in this definition may be a test phase such as system testing or beta testing, testing for a specific functional area, testing of a given project, or any other testing aspect which it is useful to monitor.

The total known defects found so far is a number that can only increase as time goes on, so the DDP computed will always go down over time.

DPP = Defects known by testing/Total Known Defects

NOTE: Whenever a piece of software is written, defects are inserted during development. The more effective the testing is in finding those defects, the fewer will escape into operation. For example, if 100 defects have been built into the software, and our testing only finds 50, then its DDP is 50%. If we had found 80 defects, we would have a DDP of 80%; if we had found only 35, our DDP would only have been 35%. Thus it is the escapes, those defects that escaped detection, which determine the quality of the detection process.
Although we may never know the complete total of defects inserted, this measure is a very useful one, both for monitoring the testing process and for predicting future effort.

DDP at different test stages or application areas DDP can be measured at different stages of software development and for different types of testing:

  • Unit testing: Because testing at this stage is usually fairly informal, the best option is for each individual developer to track his or her own DDP, as a way to improve personal professionalism, as recommended by Humphreys (1997).
  • Link, integration, or system testing: The point at which software is turned over to a more formal process is normally the earliest practical point to measure DDP.
  • Different application areas, such as functional areas, major subsystems, or commercial products. The DDP would not be the same over all groups, as they may have different test objectives, but over time this can help the test manager to plan the best value testing within limited constraints.
  • DDP of early defect detection activities such as early test design and reviews or inspections. Early test design (the V-model) can find defects when they are much cheaper to fix, as can reviews and inspections. Knowing the DDP of these early activities as well as the test execution DDP can help the test manager to find the most cost effective mix of defect detection activities

The main objectives of testing are to establish confidence and to find defects.


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