Combining Data Analytics with Team Feedback to Improve the Estimation Process in Agile Software Development

Author:

Vetrò Antonio1,Dürre Rupert2,Conoscenti Marco1,Fernández Daniel Méndez3,Jørgensen Magne4

Affiliation:

1. Nexa Center for Internet & Society , DAUIN, Politecnico di Torino

2. Netlight Consulting

3. Technische Universität München

4. Simula Metropolitan

Abstract

Abstract We apply a mixed research method to improve the user stories estimation process in a German company following agile software development. We combine software project data analytics with elicitation of teams’ feedback, identify root causes for wrong estimates and propose an improved version of the estimation process. Three major changes are adopted in the new process: a shorter non numerical scale for story points, an analogy-based estimation process, and retrospectives analyses on the accuracy of previous sprints estimates. The new estimation process is applied on a new project, and an improvement of estimates accuracy from 10% to 45% is observed.

Publisher

Walter de Gruyter GmbH

Reference23 articles.

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3. [3] Cohn M. Agile Estimating and Planning. Prentice Hall PTR, Upper Saddle River, NJ, USA, 2005.

4. [4] Egorova E., Torchiano M., Morisio M., Wohlin C., Aurum A., and Svensson R. B. Stakeholders’ perception of success: An empirical investigation. In 2009 35th Euromicro Conference on Software Engineering and Advanced Applications, pages 210–216, Aug 2009.

5. [5] Grealy M. A. and Shearer G. F. Timing processes in motor imagery. European Journal of Cognitive Psychology, 20(5):867–892, 2008.

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