The Importance of Getting Automated Grammar Feedback via Grammarly, for Increasing Students' English Language Proficiency
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The Importance of Getting Automated Grammar Feedback via Grammarly, for Increasing Students' English Language Proficiency Michael Stefanus Soegiyarto1; Radya Ayufa Putri2; Samiaji Dwi Saputra3 123 Airlangga University, Surabaya, Indonesia michael.efanus.soegiyarto-2020@fib.unair.ac.id; radya.ayufa.putri-2020@fib.unair.ac.id; samiaji.dwi.saputra-2020@fib.unair.ac.id Corresponding Author: michael.efanus.soegiyarto-2020@fib.unair.ac.id Faculty of Humanities, Campus B Airlangga University Jalan Dharmawangsa Dalam, Surabaya, Indonesia. 60286 Phone: 031-5035807 Fax: 031-5035807 Abstract – In the last decade, technology has played a significant part in human civilization. One example of technological advancement is the rise of Artificial Intelligence (AI) as a tool for learning. One digital application, namely Grammarly, is an AI tool used to edit sentences to eliminate grammar errors and deliver conciseness and engagement for the readers. We conducted research involving Indonesian university students, in which they do not possess English as a native language. Using this application to receive feedback and help with learning writing in English, we hope to find out how Grammarly as an AI tool for learning has a significant effect on English proficiency. The results showed that Grammarly had helped them form English sentences, learn grammar rules, and improve their writing performance overall. Keywords: Artificial Intelligence; writing; English language INTRODUCTION Technological advancements are becoming more rapid in the age of globalization, and they may touch people at all levels. To create more effective diagnostic procedures, scientists and researchers are developing novel methodologies in computer modelling, machine learning, probability statistics, and decision theory. (Kumar, 2019). The purpose of technological development is none other than aimed at facilitating and assisting various human activities. The impact of new technologies on all aspects of our lives is significant and growing over time (Michailidis, 2021). No wonder if in this era, human life is very closely related to technology. One form of technology that continues to be developed is artificial intelligence. Artificial intelligence is a system that is added to a technology-based tool that can execute commands that have been set, and it is almost similar to what humans do (Nawi, 2019). This artificial intelligence is the driving force in the current 4.0 revolution. Artificial intelligence has been applied in various fields such as services, trade, education, banking, manufacturing, government, and other sectors (Sasmito et al., 2022).
Grammarly as an Artificial Intelligence (AI) tool Artificial intelligence is devices that interact with the environment through precepts, process inputs, and apply knowledge to take actions on the environment. (Russell & Norvig, 2020). AI has also entered the world of education. Since the COVID-19 pandemic, all learning processes have been carried out online. This does not rule out the possibility that there will be a lot of technological innovation development to support the learning process, especially with the help of artificial intelligence (Sakti & Sulung, 2020). Learning using artificial intelligence will give birth to innovation to support the student learning process. The entire academic community needs to continuously upgrade their ability to use technology so that technology-based artificial intelligence will positively impact student learning. (Liu, 2021) Grammarly application is a form of artificial intelligence. This application was created to help someone check the English grammar they use. It was founded in 2009 by Max Lytvyn, Alex Shevhcenko, and Dmitry Lider to help people communicate more easily. The presence of this application is one form of development in technology, especially in terms of artificial intelligence (Fitria, 2021). Grammarly is a grammar application that is easy for students to use. This application can correct grammatical, spelling, and punctuation errors in English writing. With these advantages, the Grammarly application has positively impacted the quality of students' English (Pratama, 2020). Similar research has been conducted about perceptions toward automated feedback via Grammarly (O'Neil & Russell, 2019). They studied and compared results and students' satisfaction between using a Grammarly application and non-Grammarly (a language advisor.) The research concluded that most students agree that they achieved more satisfaction and confidence after obtaining feedback from Grammarly because the process is faster, easier, and most accurate. However, their study only involved primarily domestic Australian students that used English as a first language. In this study, we aim to expand to Indonesian students who do not possess English as a native language and how Grammarly may have affected their progress in learning English. Based on the explanation that has been given, we formulate the research question as follows: how are students' perceptions on getting automated feedback via Grammarly? Our research objective is to find out how artificial intelligence-based grammar influences students' English skills through this article. One hypothesis is that some students who use English as their non-native language may need more help forming English sentences so that they would consult the Grammarly app. METHOD This study is conducted with qualitative descriptive and interviewing participants to get direct feedback concerning the issue. Our qualitative data are obtained through reliable sources and were published online within the last three years on trustful websites such as preprints and Sinta. The data involve articles and journals that discuss Artificial Intelligence (AI), language learning, English as second language acquisition (ESL), and technological advancement.
Participants The participants involved in our research were students who used Grammarly with varying intensity. They consist of six students where four of them are Airlangga University students, and the remaining two are from other campuses. In addition, one of the participants from Universitas Airlangga is a student currently studying in the English Department. All participants learn English as their second language (ESL). They were purposefully selected since they have long-term experiences in using this program in evaluating their academic writing and need a grammar corrector. By involving them in this research, it is intended that they can share experiences and feedback they feel while using Grammarly for their academic writing purposes. Data Collection Strategy The data we obtained from the participants in this study went through several stages. We first compiled a list of interview questions that developed from the background and objectives of this study. Then we tried to contact the participants to ask their willingness to be involved in this study and conduct a written interview. Interviews were conducted online by sending several questions. The literature review approach aims to gather and summarize the essence of prior studies. Using this method will ease identify substantial research gaps, develop better and more precise hypotheses and research questions, and improve research quality as a community. (Snyder, 2019). A zoom meeting was also used to accomplish the research. In the interview method, we use exploratory, descriptive questions and an in-depth interview to go extensively into one issue that has been decided (depending on the interview's aim and objective). Exploratory questions are questions to find indications and events broadly; in-depth and descriptive questions describe an event or indication of what is being studied (Harys, 2020). This inquiry is carried out to understand their thoughts on a topic based on respondents' viewpoints. This study sought to discover what informants thought about Grammarly's function in assisting students with their English learning. Data Analysis Strategy From the data, we get through literature study and interviews. We used three stages of analyzing data (Sidiq U, 2019), which consist of: 1) Data Reduction. During the first step, after data had been obtained, we filtered through the contents and studied them to take the core message that matched our objectives. 2) Data Exposure. In this stage, we provide data findings to readers with descriptive and qualitative styles to understand what the study has concluded. 3) Conclusion/Verification.
We aim to present the readers with conclusions based on results and discussions. RESULTS Our respondents were Indonesian university students with English as their second (or non-native) language. This would play a part in which they perceive Grammarly's suggestions and measure students' base proficiency in English. All respondents are knowledgeable in English and are pretty fluent. Even so, sentence corrections in writing manuscripts required for an assignment are "still needed." (Syafitri, A., personal communication, December 28, 2021). Through a series of interviews we have conducted, the majority of answers pertaining to questions with the frequency of Grammarly use, get an answer fairly frequently that follows with only using it in specific situations, such as needing help to finish an assignment that requires English language accuracy (essays, articles, etc.) When contacted, few respondents admitted that they used Grammarly in order to assist them in forming sentences due to them not knowing what word/vocabulary to use. Other questions involve a satisfactory personal level when using Grammarly compared to other similar sentence checkers applications. Most respondents answered Grammarly provided more accurate results and that students were feeling pretty confident about their edited script. Some students have also answered that Grammarly helped them recognize many mistakes, even the trivial ones. Such as wrong spellings, better word suggestions, even something as small as typos. According to the research, the majority of our respondents used the free version of Grammarly. However, few also have the premium version to be more accurate and varied in their English writing. Grammarly premium includes a variety of additional features such as clarity- focused sentence rewrites, tone adjustments, plagiarism detection, word choice, formality level, fluency, and additional advanced suggestions. Meanwhile, free users can only use Grammarly to eliminate basic corrections such as spelling errors, grammar, punctuation, and conciseness (Grammarly, 2017). Both can be used properly by the informants according to their intended use. Furthermore, one of our respondents gave one example essay using Grammarly (free), and we compared it with Grammarly (premium).
Figure 1. Editing script with Grammarly free. The picture above is the text that has used grammar (free). There are no typos or significant grammatical errors in vocabulary from the picture. It is just that some changes are needed to the clarity of the text (sentences/words that have yellow underline). Some informants can correct the error themselves or ignore it. However, some informants also argue that Grammarly premium can correct the error quickly so that the text is clear. Figure 2. Editing script with Grammarly premium. Then, this is the text that has been moved to Grammarly (premium). We can see that many things have changed from the Grammarly features in the text. Such as the change in the correction of the sentence structure in the first sentence, from the yellow underline, which indicates it needs an upgrade to premium to be able to paraphrase the sentence, to the blue underline, which indicates that the text can be more clear if we use the premium Grammarly
feature. Moreover, there is a section that corrects the engagement of the text. This section is underlined in green. Below is a table with the results of using Grammarly free and Grammarly premium. From this example, we can see how both Grammarly features perform: Grammarly Free Grammarly Premium In a Middle East country where 1001 nights In a Middle Eastern country where 1001 happened, there is a young man named Abu nights happened, a young man named Abu Nawas who makes the citizens of the Nawas makes the citizens of the kingdom kingdom commotion. He claimed that he commotion. He claimed to fly to people, but wanted to fly to people but no one believed no one believed him. Because the news of him. Because the news of Abu Nawas who Abu Nawas, who wanted to fly, was wanted to fly was very exciting, this news fascinating, this news also reached the king's also reached the ears of the King. The king ears. The king ordered his people to gather in then ordered his people to gather in the square the square to watch Abu Nawas, who wanted to watch Abu Nawas who wanted to fly, if he to fly. If he failed, then Abu would be did not succeed then Abu would be punished punished for lying. for lying. Table 1. Editing differences between Grammarly free and premium. The text that has been corrected by Grammarly free still has some errors, and all of them are corrected by Grammarly premium. Besides grammar correction, premium features of Grammarly also provide suggestions for removing some convoluted sentences, such as the examples in the first sentence, "there is" and "who" as well as one word in the second sentence "that" are deleted because they have the same meaning and conduct the text. Punctuation in the Grammarly free paragraph is also still bad. Grammarly premium suggests adding a comma in sentences 3 and 5, replacing the punctuation of the comma with a full stop in the fourth sentence. Also, notice there is a capital correction in the middle of the sentence on the word "King". Grammarly premium recommends even capitalizing all the words "King" in the text. Not only that, but this premium artificial intelligence feature also improves words by paraphrasing them to make things more entertaining. There are three examples, as "very exciting" becomes "fascinating", "the ears of the King" becomes "king's ears", and "did not succeed" becomes "failed". From some of the above advantages, Grammarly also has disadvantages. The following is an example of a grammatical weakness.
Figure 3. Inaccurate suggestion. This example is a correction from Grammarly premium in the use of vocabulary. They said that they used to use hide and seek for the subject, while Grammarly offered to use "-ing" as a subject that has a preposition. Some of the informants felt that the vocabulary justification was very out of place and felt that it was not in accordance with what they wanted and learned Lastly, we concluded the interview by asking participants how Grammarly has helped them to improve their English (mostly in writing). Most respondents answered Grammarly had helped them in improving their English language proficiency. Besides suggesting corrections, paraphrasing, vocabulary uses, and readability, students were also provided with reasons as to why the suggestions are worth taking. This feedback boosts students' perception in making better sentences. This is also a way for the students to learn the right sentence structures and to learn more grammar rules. Though not entirely significant, most respondents answered they've learned and memorized better grammar and sentence structures to use in future projects. DISCUSSION We chose Grammarly for this study due to its ability to generate automated correction in an instance. Other than its ease of use, access to this application is also free. Grammarly works by scanning a whole document or any copy-pasted sentences. It will categorize each section for users to have an easier time navigating each error. This direct feedback allows users to see modelled corrections performed by the AI and also recognize the problems. After that, users are left to decide whether to edit the writings based on Grammarly's modelled suggestions or rephrase the whole sentence by themselves. The paraphrasing suggestions proved to be an immense help for some students. As noted by one respondent, when he is "in doubt", he would use Grammarly to assist in forming sentences. (Praditya, A., personal communication, December 25, 2021). Many researchers have concluded that writing is regarded as an activity that has a high degree of difficulty, even for experienced writers and especially beginner writers (Helaluddin et. al, 2020). It takes a lot of practice to write essays or paragraphs (Al Hassan & Ahmed, 2019). Undoubtedly, students desire to present the best results in their writing; to do that, they need some assistance to integrate with reality and also to communicate effectively (Antón & Duñabeitia, 2021). We also found that the student's point of view is critical, corrective feedback also impacts how and when students want their mistakes addressed. When we better understand particular preference feedback, we can improve our incentive to learn more without feeling condemned by our teacher or peers when they make a mistake (Mentari, 2020). This answers our hypothesis concerning the need to obtain grammar writing input as well as to assist in writing English, as writing is one of the macro skills in language learning (Karami, 2019). All errors may be identified and categorized in categories when they have been detected. Errors include failure to provide addition, omission, misinformation and misordering. Explaining errors is the next stage after errors are found and marked. Students will be regarded as willing
partners in the formation of grammars (Vidhiasi et. al, 2021). Grammarly, as one of the CAE (Computer-Aided Error Analysis), all types of errors can be detected properly and corrected appropriately. In a study conducted by Fitria (2021), Using Grammarly (free), the performance of this text was 34 out of 100. The score indicates the quality of writing in the text in the study. After using some features of Grammarly (free), the text can increase in score. The performance of the text is 74 out of 100. The score achieved is based on grammatical suggestions for writing improvement. Of course, these scores do not completely describe the user's whole skills in writing entirely. It should be noted that although responses have been tremendously positive for Grammarly's feedback, a research by O'Neill and Russell (2019) also found that few students expressed concerns relating to Grammarly's "inaccuracies" and how it gives them wrong suggestions. Do note that these findings occurred with involving students with different language proficiencies, thus it's suggested that different approaches in using Grammarly may be needed with students according to their proficiency levels. Grammarly has a premium version. According to a survey conducted by Fitria (2021), Grammarly premium is a proofreading program that can identify 24 errors and 250 grammar rules (Grammarly Inc., 2017). The student is required to turn in their work and receive two grades. The first score is determined by percentage correctness, while the second is determined by the total number of errors found by the software. Students appear to prefer the free service over the premium service, despite the fact that the premium version has more features. Furthermore, Grammarly provides features that can help students to overcome unsolved problems from Grammarly free. Grammarly users certainly have different goals in each of their writing texts. When users set goals for a particular piece of writing, Grammarly can offer writing suggestions tailored to their audience and writing style. A "Set Goals" page will appear when users upload a new document into Grammarly. Grammarly will display several settings to set goals and customize how users will direct their writing. This feature can adjust the audience, formality, domain, and even the text's tone and intent (Barrot, 2020). But the set goals of free users are limited. The set goals will be expanded to several sectors when using premium features. Grammarly has many features and advantages, but this CEA website also has drawbacks. For instance, when using Grammarly as an online grammar checker during the writing process, students experience negative comments. According to a few students, Grammarly necessitates a constant internet connection because students can use Grammarly on its website. Although sometimes Grammarly makes some mistakes, which makes informants not trust Grammarly's results, they still need it as self-learning (Pratama, 2020). CONCLUSION We can draw the conclusion that indeed, Grammarly provides adequate help for university students needing to correct grammar errors or sentence structures. This Grammarly editing process proves to be useful for students who are not very familiar with specific grammar
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