Using Factor Analysis to Generate Clusters of Agile Practices
Using Factor Analysis to Generate Clusters of Agile Practices
In this paper, factor analysis is applied on a set of data that was collected to study the effectiveness of 58 different agile practices. The analysis extracted 15 factors; each was associated with a list of practices. These factors with the associated practices can be used as a guide for agile process improvement. Correlations between the extracted factors were calculated, and the significant correlation findings suggested that people who applied iterative and incremental development and quality assurance practices had a high success rate, that communication with the customer was not very popular as it had negative correlations with governance and iterative and incremental development. Also, people who applied governance practices also applied quality assurance practices. Interestingly success rate related negatively with traditional analysis methods such as Gantt chart and detailed requirements specification.
Abbas, Noura
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Gravell, Andy
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Wills, Gary
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August 2010
Abbas, Noura
7b26b1ca-6a0e-4e92-9c00-2a5cb08938c1
Gravell, Andy
f3a261c5-f057-4b5f-b6ac-c1ca37d72749
Wills, Gary
3a594558-6921-4e82-8098-38cd8d4e8aa0
Abbas, Noura, Gravell, Andy and Wills, Gary
(2010)
Using Factor Analysis to Generate Clusters of Agile Practices.
Agile 2010, Orlando, Florida.
09 - 13 Aug 2010.
Record type:
Conference or Workshop Item
(Paper)
Abstract
In this paper, factor analysis is applied on a set of data that was collected to study the effectiveness of 58 different agile practices. The analysis extracted 15 factors; each was associated with a list of practices. These factors with the associated practices can be used as a guide for agile process improvement. Correlations between the extracted factors were calculated, and the significant correlation findings suggested that people who applied iterative and incremental development and quality assurance practices had a high success rate, that communication with the customer was not very popular as it had negative correlations with governance and iterative and incremental development. Also, people who applied governance practices also applied quality assurance practices. Interestingly success rate related negatively with traditional analysis methods such as Gantt chart and detailed requirements specification.
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Clusters_of_Agile_Practices_.pdf
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Published date: August 2010
Additional Information:
Event Dates: August 9 - 13
Venue - Dates:
Agile 2010, Orlando, Florida, 2010-08-09 - 2010-08-13
Organisations:
Electronic & Software Systems
Identifiers
Local EPrints ID: 271291
URI: http://eprints.soton.ac.uk/id/eprint/271291
PURE UUID: 9e83d551-2768-4513-bfb1-9dd7a1ac7b51
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Date deposited: 23 Jun 2010 09:44
Last modified: 15 Mar 2024 02:51
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Contributors
Author:
Noura Abbas
Author:
Andy Gravell
Author:
Gary Wills
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