This bibliometric study has explored the frequency of the author self-citation, investigated the structure of author self-citation, and explored the association in terms of the number of authors, number of references, and author self-citation in the article from 18 journals published by different departments/campuses of eight faculties/institutes of Tribhuvan University. All the selected journals are indexed in the Nepal Journals Online (NepJOL) database, the only indexing of Nepal. The study incorporated the most recent five journal issues, proportionally selected based on the representation of disciplines indexed in the database, from three faculties and five institutes of Tribhuvan University. The Faculty of Law was excluded due to the unavailability of journals. However, The Forestry: Journal of the Institute of Forestry, Nepal, was included despite having only four issues, to ensure representation of the discipline rather than excluding it entirely. Through the process, the study included 1,115 articles from 18 journals for descriptive and inferential analyses. Necessary information was manually collected from the articles to analyze the interconnectivity among the number of author self-citations, author(s), and references in the references section. As a result, author self-citation in journals varies from 11% in engineering to 70% in science and technology. The overall author self-citation rate is 29.6% in these 1,115 articles. Moreover, it is inferred that author self-citation is positively correlated with the number of authors per article and the number of references listed, and the self-citation behavior differs significantly across journals and faculties. In instances, where journals exhibit a high rate of author self-citation, it is recommended that editors and reviewers conduct a thorough review of the submitted manuscripts. Additionally, the study calls for a qualitative investigation to explore the underlying dynamics of the author self-citation. This investigation should determine whether the observed self-citations are an inherent aspect of scholarly practice or if they are strategically inserted for citation purposes in specific contexts.