JSON is preferred over other formats like XML due to its simplicity and ease of use. It is less verbose, making it faster to write and read. Additionally, JSON's structure is more straightforward, which reduces the likelihood of errors during parsing. This simplicity and efficiency make it ideal for the fast-paced environment of catalysis research.