Paving the Way for Mature Secondary Research: The Seven Types of Literature Review
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Abstract (arXiv)
Confusion over different kinds of secondary research, and their divergent purposes, is undermining the effectiveness and usefulness of secondary studies in software engineering. This short paper therefore explains the differences between ad hoc review, case survey, critical review, meta-analysis (aka systematic literature review), meta-synthesis (aka thematic analysis), rapid review and scoping review (aka systematic mapping study). These definitions and associated guidelines help researchers better select and describe their literature reviews, while helping reviewers select more appropriate evaluation criteria.
Key facts. Cited by 6 papers in the map (data through 14 Oct 2026). First posted on arXiv 2 May 2022.
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Citing papers per year: 2023: 1; 2024: 3; 2025: 2.
6 papers.
- 2025A Vision for Auto Research with LLM Agentscited by 18
- 2024The Promise and Challenges of Using LLMs to Accelerate the Screening Process of Systematic Reviewscited by 14
- 2025Reflections on the Reproducibility of Commercial LLM Performance in Empirical Software Engineering Studiescited by 12
- 2023Assessing the Ability of ChatGPT to Screen Articles for Systematic Reviewscited by 10
- 2024What do we know about Hugging Face? A systematic literature review and quantitative validation of qualitative claimscited by 9
- 2024A Literature Review of Literature Reviews in Pattern Analysis and Machine Intelligencecited by 3
- 2025Reflections on the Reproducibility of Commercial LLM Performance in Empirical Software Engineering Studies29 Oct 2025
- 2025A Vision for Auto Research with LLM Agents26 Apr 2025
- 2024What do we know about Hugging Face? A systematic literature review and quantitative validation of qualitative claims12 Jun 2024
- 2024The Promise and Challenges of Using LLMs to Accelerate the Screening Process of Systematic Reviews24 Apr 2024
- 2024A Literature Review of Literature Reviews in Pattern Analysis and Machine Intelligence20 Feb 2024
- 2023Assessing the Ability of ChatGPT to Screen Articles for Systematic Reviews12 Jul 2023