You are not just looking at what they are saying, but also at what they have NOT said. If they didn’t identify a clear gap or bias, why not? What does that say about the rest of the paper? If at all possible, you may want to see if you can identify where the funding for their study came from if you’re noticing these gaps, in case it is possible to spot a conflict of interest.
It can be daunting to logically analyze the argument. If they are only showing one side and not addressing the topic from multiple perspectives, you may want to consider why, and if you feel they do a fair job of trying to present a holistic argument – if they don’t bring up conflicting information and demonstrate how they argument works against it, why not? You can also look for key red flags like:
This is just a sample of the types or red flags that occur in academic writing. For more examples or further explanation, consult Purdue Owl’s academic writing guide, “Logic in Argumentative Writing.”