To me, the difference between a popular and academic sources would be the credibility. The qualities of the academic sources seem more reliable, and verifiable because they have been criticized and corrected. Popular sources, however, aren’t held to the same strictness of fact checking. Although I think both are useful in their own way; it depends on the perspective.
