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Useful statistical methods for human factors research in software engineering: A discussion on validation with quantitative data

Författare och institution:
Lucas Gren (Institutionen för data- och informationsteknik (GU)); Alfredo Goldman (-)
Publicerad i:
Proceedings of the 9th International Workshop on Cooperative and Human Aspects of Software Engineering, s. 121-124
ISBN:
978-1-4503-4155-4
Publikationstyp:
Konferensbidrag, refereegranskat
Publiceringsår:
2016
Språk:
engelska
Fulltextlänk:
Sammanfattning (abstract):
In this paper we describe the usefulness of statistical validation techniques for human factors survey research. We need to investigate a diversity of validity aspects when creating metrics in human factors research, and we argue that the statistical tests used in other fields to get support for reliability and construct validity in surveys, should also be applied to human factors research in software engineering more often. We also show briefly how such methods can be applied (Test-Retest, Cronbach's α, and Exploratory Factor Analysis).
Ämne (baseras på Högskoleverkets indelning av forskningsämnen):
NATURVETENSKAP ->
Matematik ->
Sannolikhetsteori och statistik ->
Statistik
NATURVETENSKAP ->
Data- och informationsvetenskap ->
Programvaruteknik
Postens nummer:
237183
Posten skapad:
2016-06-01 14:47

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