Tips for conducting a Systematic Literature Review

Aug 7, 2017·
Shenghui (Samuel) Gu
Shenghui (Samuel) Gu
· 1 min read
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A good systematic review might achieve most or all of the following (Baumeister & Leary, 1997; Bem, 1995; Cooper, 2003):

  • Establish to what extent existing research has progressed towards clarifying a particular problem;
  • Identify relations, contradictions, gaps, and inconsistencies in the literature, and explore reasons for these (e.g., by proposing a new conceptualisation or theory which accounts for the inconsistency);
  • Formulate general statements or an overarching conceptualization (make a point, rather than summarizing all the points everyone else has made; Sternberg, 1991);
  • Comment on, evaluate, extend, or develop theory;
  • In doing these things, provide implications for practice and policy;
  • Describe directions for future research.
Shenghui (Samuel) Gu
Authors
Postdoctoral Researcher
Postdoctoral Researcher at the University of Ottawa specializing in Trustworthy AI and Software Engineering, holding a Ph.D. from Nanjing University. Research lies at the intersection of AI Safety and System Reliability, with deep expertise spanning LLM-driven testing, search-based software engineering for autonomous systems, and AIOps for distributed architectures. Dedicated to developing rigorous, interpretable, and scalable methodologies that leverage generative AI to solve complex validation challenges in safety-critical and large-scale industrial systems.