Chan, Chung-hong, Jing Zeng, and Mike S. Schäfer. "Whose research benefits more from Twitter? On Twitter-worthiness of communication research and its role in reinforcing disparities of the field." PLoS One, 17.12, (2022).
This paper explores the concept of Twitter-worthiness, while using publications from communication studies as its analytical case, to conduct statistical analyses of 32187 articles spanning 82 journals, and finding that publications published in Open Access tend to be mentioned more on Twitter.