Analysis should lead to insight. This is how you will contribute to the field.
Analysis is the part of the literature review process where you justify why your research is needed, how others have not addressed it, and/or how your research advances the field.
Though this video is titled "Tips for Writing a Literature Review," the ideas expressed relate to being focused on the research topic and building a strong case, which is also part of the analysis phase.
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