Table of Contents
International Journal of Quality, Statistics, and Reliability
Volume 2010, Article ID 849043, 12 pages
http://dx.doi.org/10.1155/2010/849043
Research Article

About Statistical Analysis of Qualitative Survey Data

IBM Beta Test Side Data Migration Center, 71083 Herrenberg, Germany

Received 4 August 2009; Accepted 15 April 2010

Academic Editor: Suk joo Bae

Copyright © 2010 Stefan Loehnert. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

Gathered data is frequently not in a numerical form allowing immediate appliance of the quantitative mathematical-statistical methods. In this paper are some basic aspects examining how quantitative-based statistical methodology can be utilized in the analysis of qualitative data sets. The transformation of qualitative data into numeric values is considered as the entrance point to quantitative analysis. Concurrently related publications and impacts of scale transformations are discussed. Subsequently, it is shown how correlation coefficients are usable in conjunction with data aggregation constrains to construct relationship modelling matrices. For illustration, a case study is referenced at which ordinal type ordered qualitative survey answers are allocated to process defining procedures as aggregation levels. Finally options about measuring the adherence of the gathered empirical data to such kind of derived aggregation models are introduced and a statistically based reliability check approach to evaluate the reliability of the chosen model specification is outlined.