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P2 Synthesizing qualitative research in software engineering

软件工程中的定性研究综合
ICSE Proceedings of the 40th International Conference on Software Engineering2018匹配度 0/10 · 该论文研究软件工程系统文献综述中定性研究综合方法的使用现状,属于实证软件工程与研究方法学范畴,与用户关注的程序分析、LLM/Agent、浮点程序分析和贝叶斯程序分析等方向没有直接交集。引用 42 inbox
Xin Huang, He Zhang, Xin Zhou, Muhammad Ali Babar, Song Yang
crossref: 2026-09-12

AI 速览

一句话:系统梳理软件工程系统文献综述中定性研究综合方法的使用现状,揭示方法理解缺口与选择因素。

该文关注软件工程(SE)中证据驱动实践(EBSE)与系统文献综述(SLR)对定性数据综合(QRS)方法的需求。作者系统审查了2005至2015年间发表的328篇SLR,并向274篇SLR的作者发函确认是否使用QRS方法,获得116份有效回复。分析发现SE研究中实际使用了八种QRS方法,其中叙事综合(narrative synthesis)和主题综合(thematic synthesis)最常被采用。研究还表明,社区对已定义QRS方法的认识存在明显缺失和不完整,且识别出一组可能影响QRS方法选择与使用的初步因素。

问题
软件工程中定性研究综合方法的使用与理解缺乏系统梳理,研究者难以选择合适方法。
方法
系统审查328篇SLR并问卷调查274篇SLR作者,获116份回复,归纳QRS方法使用情况。
评估
基于已发表SLR与作者调查回复进行描述性分析,识别八种QRS方法、主流方法及影响因素。
原文摘要(Abstract)

Synthesizing data extracted from primary studies is an integral component of the methodologies in support of Evidence Based Software Engineering (EBSE) such as System Literature Review (SLR). Since a large and increasing number of studies in Software Engineering (SE) incorporate qualitative data, it is important to systematically review and understand different aspects of the Qualitative Research Synthesis (QRS) being used in SE. We have reviewed the use of QRS methods in 328 SLRs published between 2005 and 2015. We also inquired the authors of 274 SLRs to confirm whether or not any QRS methods were used in their respective reviews. 116 of them provided the responses, which were included in our analysis. We found eight QRS methods applied in SE research, two of which, narrative synthesis and thematic synthesis, have been predominantly adopted by SE researchers for synthesizing qualitative data. Our study determines that a significant amount of missing knowledge and incomplete understanding of the defined QRS methods in the community. Our effort also identifies an initial set factors that may influence the selection and use of appropriate QRS methods in SE.

链接与引用

DOI 原文 ·

BibTeX
@inproceedings{paperbot4438,
  title = {Synthesizing qualitative research in software engineering},
  author = {Xin Huang and He Zhang and Xin Zhou and Muhammad Ali Babar and Song Yang},
  booktitle = {ICSE},
  year = {2018},
  doi = {10.1145/3180155.3180235}
}