Evaluating the practical use of different measurement scales in requirements prioritisation

Research output: Chapter in Book/Report/Conference proceedingPaper in conference proceeding

Abstract

The importance of prioritising requirements is widely recognised. A number of different techniques for prioritising requirements have been proposed, some based on an ordinal scale, others on a ratio scale. Some measurement scales provide more information than others, i.e. the ratio scale is richer than the ordinal scale. This paper aims to investigate the differences between the scales used in prioritisation. This is important since techniques using a richer scale tend to be more time-consuming and complex to use. Thus, there is a trade-off between simple techniques only providing ranks and complex techniques providing information about the relative distance between requirements priorities. The paper suggests an approach to measure the skewness of the ratio distribution and a way to use the cost-value approach on ordinal scale data. Four different empirical data sets were used to verify the suggested approaches. The skewness measure seems feasible to determine in which cases the ratio scale is valuable. It indicates that some of our subjects tend to use the extreme values of the scale while others are more modest. The cost-value approach based on ordinal scale data also seems feasible. The requirements selection decisions based on ordinal scale data agree substantially with the decisions based on ratio scale data. Copyright 2006 ACM.

Details

Authors
Organisations
Research areas and keywords

Subject classification (UKÄ) – MANDATORY

  • Computer Science

Keywords

  • Ratio scale data, Cost value approaches, Measurement scales, Ordinal scale data
Original languageEnglish
Title of host publicationProceedings of the 2006 ACM/IEEE international symposium on International symposium on empirical software engineering
PublisherAssociation for Computing Machinery (ACM)
Pages326-335
Volume2006
Publication statusPublished - 2006
Publication categoryResearch
Peer-reviewedYes
EventInternational Symposium on Empirical Software Engineering - Rio de Janeiro, Brazil
Duration: 2006 Sep 212006 Sep 22

Publication series

Name
Volume2006

Conference

ConferenceInternational Symposium on Empirical Software Engineering
CountryBrazil
CityRio de Janeiro
Period2006/09/212006/09/22