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How does one objectively assess 'study quality' for a systematic review? And what data should we extract from the different selected studies for metaanalysis?

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My understanding of a systematic review is that data is collected from different study, statistics performed on these studies, results interpreted. But even similar studies would have variation in study design, mild variation in the population studied, different data collected, different statitical tools applied? What data should we collect for our statistician?

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