This chart shows the percentage of citations to Thirupathi Sivarani's peer-reviewed articles that originate from Thirupathi Sivarani's own papers, i.e., papers where Thirupathi Sivarani is one of the authors. A self-citation occurs when the citing paper lists Thirupathi Sivarani as an author. Elevated rates may reflect a small co-author network or a narrow research focus.