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AI Assisted Literature Reviews

This guide introduces graduate students in sociology to strategies and tools for conducting literature reviews, highlighting the dual approach of using traditional scholarly databases alongside emerging AI tools.

What is a literature review?

A literature review is an explanation of what has been published on a subject by recognized researchers. Occasionally, you will be asked to write one as a separate assignment (sometimes in the form of an annotated bibliography, but more often it is part of the introduction to a research report, essay, thesis, or dissertation).

What is a Literature Review?

  • A survey of existing scholarship on your topic

  • Critical evaluation, not just a summary

  • Organizes research around themes, debates, methods

  • Identifies patterns, contradictions, and gaps

  • Builds a foundation for your own research

What Does a Literature Review Do?

  • Demonstrates knowledge of the field

  • Shows how your research fits into existing work

  • Justifies your research question and methods

  • Highlights where further study is needed

  • Provides a framework for interpreting your results

 

Why it matters in quantitative sociology: Provides context for hypotheses, demonstrates awareness of empirical findings, supports methodological choices.

 


 

Before writing a literature review, ask yourself questions like these:

1. What is the specific thesis, problem, or research question that my review of literature helps to define?

2. What type of literature review am I conducting? Am I looking at issues of theory? methodology? policy? quantitative research (e.g. on the effectiveness of a new procedure)? qualitative research (e.g., studies )?

3. What is the scope of my literature review? What types of publications am I using (e.g., journals, books, government documents, popular media)? What discipline am I working in (e.g., management, organizational behavior, marketing)?

4. How good was my information seeking? Has my search been wide enough to ensure I've found all the relevant material? Has it been narrow enough to exclude irrelevant material? Is the number of sources I've used appropriate for the length of my paper?

5. Have I critically analyzed the literature I use? Do I follow through a set of concepts and questions, comparing items to each other in the ways they deal with them? Instead of just listing and summarizing items, do I assess them, discussing strengths and weaknesses?

6. Have I cited and discussed studies contrary to my perspective?

7. Will the reader find my literature review relevant, appropriate, and useful?

Lit Review Tips

Search for the most recent articles that deal with your topic; many of them will summarize the prior literature in the area, saving you valuable time. Remember to attribute and cite all sources, even if you paraphrase!


Literature reviews can be overwhelming. You can't find everything. Just find the literature that gets discussed the most or is most relevant to your topic.


The goal of the literature review is to show that you understand the 'bigger picture' and can put your research and recommendations in the context of others working in the field.

 

Practice Citation Tracking!

If you find one key article that will help you build your own research, backward track by looking at the sources reference section, or forward track by using the upward pointing arrows on OneSearch or the "cited by" button on Google Scholar.

Backward Tracking

Forward Tracking


Tips for Citation Tracking:

Use the red arrows on OneSearch:

 

Use the "cited by" button on Google Scholar: 

Use a Matrix for Lit Reviews & Annotated Bibliographies

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