Students' Perception on the Use of Grammarly in Writing English Journal
Authors: Suci Intan Putri Permata 
Published: September 2024

Students find writing difficult, particularly when it comes to writing for scientific journals in English. In writing, we must present writing that is interesting, written correctly, systematic, and useful for readers. With technological developments, a tool called Grammarly created to help make writing easier with many uses. The aim of this study is to investigate students perceive the use of Grammarly correcting and revising English written work that takes the style of scientific journals. This research is used a mixed method and the instructions used are questionnaires and interviews. This questionnaire was distributed to 23 postgraduate English language education students at University of Bengkulu and interviews were conducted with 5 representatives to obtain detailed information. The results showed that 79.7% in the Agree category showed that students were helped in using Grammarly in write journals. However, Grammarly has disadvantages, such as not being able to detect the tense used, checking which is not clear, and limited check space for free features. Therefore, in order to use it premium and access a number of additional beneficial features, we must spend a set amount of money.  So, it can be concluded that Grammarly useful and helpful in writing English journals, but is only able to check at a basic level and at more levels does not support proofreading.<img src="data:image/png;base64,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