Support mechanisms to conduct empirical studies in software engineering

A. Borges, Waldemar Ferreira, E. Barreiros, Adauto Almeida, Liliane Fonseca, Eudis Teixeira, Diogo Silva, Aline Alencar, S. Soares
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引用次数: 10

Abstract

Context: Empirical studies are gaining recognition in the Software Engineering (SE) research community. In order to foster empirical research, it is essential understand the environments, guidelines, process, and other mechanisms available to support these studies in SE. Goal: Identifying the mechanisms used to support the empirical strategies adopted by the researches in the major Empirical Software Engineering (ESE) scientific venues. Method: We performed a systematic mapping study that included all full papers published at EASE, ESEM and ESEJ since their first editions. A total of 898 studies were selected. Results: We provide the full list of identified support mechanisms and the strategies that uses them. The most commonly mechanisms used to support the empirical strategies were two sets of guidelines, one to secondary studies and another to experiments. The most reported empirical strategies are experiments and case studies. Conclusions: The use of empirical methods in SE has increased over the years but many studies do not apply these methods nor use mechanisms to guide their research. Therefore, the list of support mechanisms, where and how they were applied is a major asset to the SE community. Such asset can foster empirical studies aiding the choice regarding which strategies and mechanisms to use in a research. Also, we identified new perspectives and gaps that foster the development of resources to aid empirical studies.
支持在软件工程中进行实证研究的机制
背景:经验研究正在软件工程(SE)研究社区中获得认可。为了促进实证研究,有必要了解环境、指导方针、过程和其他机制,以支持SE中的这些研究。目标:确定用于支持主要实证软件工程(ESE)科学场所研究采用的实证策略的机制。方法:我们进行了一项系统的图谱研究,纳入了自EASE、ESEM和ESEJ第一版以来发表的所有论文全文。共选择了898项研究。结果:我们提供了确定的支持机制和使用它们的策略的完整列表。支持实证策略的最常用机制是两套指导方针,一套用于二次研究,另一套用于实验。报道最多的实证策略是实验和案例研究。结论:近年来,经验方法在SE中的应用有所增加,但许多研究没有应用这些方法,也没有使用机制来指导他们的研究。因此,支持机制的列表,以及它们在哪里和如何应用,是SE社区的主要资产。这种资产可以促进实证研究,帮助选择在研究中使用的策略和机制。此外,我们确定了新的视角和差距,以促进资源的开发,以帮助实证研究。
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