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Stop building castles on a swamp! The crisis of reproducing automatic search in evidence-based software engineering

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Abstract

The evidence-based approach has increasingly been employed to synthesize empirical findings from the primary research in software engineering. Nevertheless, the reproducibility of evidence-based software engineering (EBSE) studies seems to be underemphasized. In our investigation into the automatic search of 311 sample studies, more than 50% of the search strings are not reusable; about 87.5% of the search activities (e.g., search field settings) are unrepeatable; and more than 95% of the whole automatic search implementations are unreproducible. Considering that searching is a cornerstone of an EBSE study, we are afraid that the reproducibility of the current secondary research could be worse than we can imagine. By analyzing and reporting the root causes of the aforementioned observations, we urge collaboration and cooperation among all the stakeholders in our community to improve the research reproducibility in EBSE.

Original languageEnglish
Title of host publicationProceedings of the 2021 ACM/IEEE 43rd International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER 2021)
EditorsLisa O'Conner
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages16-20
ISBN (Electronic)9780738133249
ISBN (Print)9781665401401
DOIs
Publication statusPublished - 25 May 2021
Externally publishedYes
Event43rd ACM/IEEE International Conference on Software Engineering: New Ideas and Emerging Results, ICSE-NIER 2021 - Virtual, Online, Spain
Duration: 25 May 202128 May 2021

Publication series

NameIEEE/ACM International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER) Proceedings
PublisherIEEE

Conference

Conference43rd ACM/IEEE International Conference on Software Engineering: New Ideas and Emerging Results, ICSE-NIER 2021
Country/TerritorySpain
CityVirtual, Online
Period25/05/202128/05/2021

Keywords

  • automatic search
  • digital libraries
  • EBSE
  • reproduction crisis
  • systematic literature review

ASJC Scopus subject areas

  • Software

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