Supposing you have included non-randomized studies, your quality assessment part should follow a structured questionnaire, a popular example is the Newcastle-Ottawa Scale. This scale looks into the methodological aspects of each study (eg. Comparability of patient and control group). Im not sure about your question on data extraction, could you elaborate?

Hope this helps