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This study uses a one group pretest posttest design model. posttest on the correlation between vocabulary mastery, reading habits, while pretest with conventional learning, then both groups were measured with the same measuring instrument. To test whether the two data (variables) are the same or different, a t-test was conducted. The t-test obtained a t count of 2.082 with α = 0.05 and t table = 1.725. The testing criteria in the one-tailed test are Ho is rejected and H1 is accepted if t count > t table. The hypothesis can be accepted because t count > t table, namely 2.082 > 1.725. The results of student learning completeness show a significant percentage, namely the pretest gets 10 (50%) students who have not completed and 10 (50%) students who have completed after being carried out on the correlation between vocabulary mastery, reading habits get completeness posttest learning results 18 (88.89%) students who have completed and 2 (11.11%) students who have not completed. It was concluded that through the correlation between vocabulary mastery, students' reading habits can achieve learning completeness because it is one indicator of the effectiveness of this research. The conclusion is that the correlation between vocabulary mastery, reading habits is effective in achieving English reading comprehension for fifth grade students of Gunungsari 01 Pati State Elementary School. Based on the results of this study, the suggestion obtained is that the correlation between vocabulary mastery and reading habits be used as an alternative for teachers to teach English in class.

This study examines the phenomena of code-switching and code-mixing in the digital interactions of Indonesian Generation Z on Instagram. Using a sociolinguistic approach with virtual ethnography, data were collected from 1,200 posts and comments published between January and June 2024, complemented by in-depth interviews to explore the factors influencing language choice. The findings reveal that code-switching occurred in 68.4% of the data, with intrasentential switching as the dominant pattern (47.3%), followed by intersentential switching (38.6%) and external switching (14.1%), indicating Generation Z’s high multilingual competence. Code-mixing appeared in 82.1% of the data, primarily through the insertion of English vocabulary into Indonesian (63.2%), followed by regional languages such as Javanese, Sundanese, and Betawi (27.1%), particularly in nostalgic, culinary, and emotionally expressive content. The main factors influencing these practices include social identity, community affiliation, communicative efficiency, emotional expression, and audience context. The study concludes that code-switching and code-mixing function as deliberate communicative strategies that reflect Generation Z’s hybrid identity in digital spaces, offering important implications for digital sociolinguistics, language education, language policy, and digital content development.

This study aims to describe the planning, implementation, and assessment of differentiated instruction in teaching descriptive text writing to ninth-grade students at SMP Negeri 2 Bendo, Magetan Regency. The study was conducted in response to students difficulties in generating ideas, selecting appropriate vocabulary, organizing ideas coherently, and producing vivid descriptive texts. This research employed a qualitative approach with a case study design. Data were collected through lesson plan observation, classroom observation, teacher interviews, and documentation of student learning products. The findings indicate that differentiated instruction was planned through a Merdeka Curriculum-based teaching module, diagnostic assessment, contextual material selection, and the use of PowerPoint, observation sheets, and tiered student worksheets. The implementation emphasized process and learning-environment differentiation through triggering questions, direct observation of real objects around the school, group work, individual scaffolding, immediate feedback, and reflection. Assessment was carried out continuously through diagnostic, formative, and summative assessment. Differentiated instruction helped students generate concrete ideas, organize their writing more systematically, increase motivation, and strengthen descriptive text writing skills. These findings affirm that differentiated instruction can serve as an adaptive strategy in Indonesian language learning at junior high school level.

This study aims to explore the use of English speaking skills by airline operational staff at Indonesia Air Asia at Juanda International Airport, Surabaya. English plays a crucial role in aviation operations, particularly in ensuring effective communication, maintaining service quality, and supporting operational safety in interactions with international passengers, flight crews, and airport stakeholders. This research employed a descriptive qualitative approach to gain an in-depth understanding of how English is used in real operational contexts and how staff perceive its importance in their daily responsibilities. The data were collected from ten airline operational staff members through semi-structured interviews, direct observations, and document analysis. The data were analyzed thematically following the qualitative data analysis model proposed by Matthew B. Miles, A. Michael Huberman, and Johnny Saldaña. The findings indicate that speaking skills are the most frequently used English skills in daily airline operations, especially when handling passenger inquiries, boarding procedures, and operational coordination. However, several challenges were identified, including difficulties in understanding diverse accents, limited aviation-related vocabulary, grammatical inaccuracies, and a lack of confidence in spontaneous communication. The study concludes that continuous and context-based English training programs are necessary to support airline operational staff in improving their communicative competence, particularly speaking skills relevant to aviation operations and international service standards.

This study aims to determine the application of picture media and bingo games in English learning at elementary schools and to improve students’ confidence in learning English. The research was conducted in the sixth grade of Aengbaja Kenek Elementary School in the 2025/2026 academic year with 7 students as the research subjects. The research method used was classroom action research with data collection techniques through observation, interviews, and literature study.The results showed that the use of picture media and bingo games was able to increase students’ motivation, enthusiasm, and ability in learning English. Students became more active in learning new vocabulary, understanding grammar, practicing pronunciation, and improving their speaking and reading skills. In addition, the learning process became more enjoyable, interactive, and less monotonous, so students were more confident in using English. Picture media helped students understand the material visually, while bingo games created an interesting learning atmosphere through learning-by-playing activities. Therefore, the application of picture media and bingo games are effective as a medium for teaching English in elementary schools to improve students’ language skills and learning motivation.

This study examines the dominance of mother tongue use in junior high school environments and its implications for the use of Indonesian as the language of instruction. The research is grounded in the sociolinguistic reality of multilingual Indonesian society, where students tend to rely on their first language in daily communication. The objective of this study is to analyze the factors influencing the dominance of mother tongue, its impacts on students’ Indonesian language proficiency, and its pedagogical implications. This study employs a qualitative approach using a literature review design, analyzing relevant scholarly sources published in recent years. The findings indicate that the dominance of mother tongue is influenced by linguistic, social, and psychological factors, including family environment, peer interaction, and limited Indonesian vocabulary mastery. The study reveals dual impacts: while mother tongue use facilitates comprehension and increases students’ confidence, it also potentially hinders formal Indonesian language development and leads to language interference. The study concludes that mother tongue should not be viewed solely as a barrier but as a potential pedagogical resource. The implications suggest that educators should adopt contextual bilingual strategies to optimize Indonesian language learning in multilingual classrooms.

Sentiment analysis for Indonesian regional languages faces two persistent challenges: labeled training data is extremely limited for most regional varieties, and transformer models pre-trained on Bahasa Indonesia do not generalize reliably to languages with substantially different morphological structures. Prior work on the NusaX benchmark has primarily relied on direct fine-tuning, treating each regional language independently and without exploiting linguistic proximity between related languages as a transfer signal. This paper proposes Language-Similarity-Guided Transfer (LSGT), a sequential fine-tuning strategy that first adapts a pre-trained model to a pivot language selected using character trigram similarity, followed by fine-tuning on the target language. Four transformer models are evaluated across all 12 NusaX languages using the official train/validation/test splits: IndoBERT, NusaBERT, mBERT, and XLM-R. Performance is evaluated using four metrics: accuracy, macro F1, macro precision, and macro recall. Experimental results show that LSGT improves macro F1 in 44 of 48 model-language combinations, demonstrating that the fine-tuning strategy itself is a major factor in low-resource cross-lingual sentiment classification. XLM-R benefits most strongly from LSGT, achieving an average improvement of +0.137 macro F1 and a peak gain of +0.298 on Madurese. SHAP-based token attribution analysis further reveals that predictions rely heavily on named entities and domain-specific nouns rather than sentiment-bearing vocabulary, indicating a dataset-level bias inherited from the original SmSA corpus and propagated through the NusaX translation pipeline.

Indonesian culinary comments on social media platforms such as Instagram are characterized by informal spelling, regional language mixing, slang expressions, and emojis, posing substantial challenges for automated sentiment classification. While IndoBERT has demonstrated strong performance across Indonesian natural language processing tasks, the contribution of individual preprocessing components to fine-tuning performance on informal text remains underexplored, particularly in the culinary domain. This study addresses this gap by conducting a systematic preprocessing ablation study on IndoBERT-Base fine-tuning for Indonesian culinary sentiment classification, accompanied by a comparative evaluation against Naive Bayes with TF-IDF, SVM with TF-IDF, and BiLSTM as representative baselines. A dataset of 3,500 manually labeled Instagram culinary comments across three sentiment classes was used, with a stratified 80/10/10 split. Six preprocessing variants were evaluated under identical experimental conditions to isolate the contribution of each component. The results show that slang normalization is the most impactful single preprocessing step, yielding a macro F1-score gain of +0.0609 over the no-preprocessing baseline, while the full pipeline achieves an accuracy of 0.8800 and a macro F1-score of 0.8465. IndoBERT-Base with the full pipeline outperforms all baselines across all evaluation metrics. Per-class analysis reveals that the negative class achieves the lowest F1-score of 0.7600, with sarcastic expressions and Banjar regional vocabulary identified as primary sources of misclassification. These findings indicate that preprocessing decisions have a measurable and non-uniform effect on IndoBERT fine-tuning performance. In this study, slang normalization provides the most substantial individual contribution in bridging the vocabulary gap between informal user-generated text and the model’s pre-training distribution.

This study is motivated by the importance of the relationship between reading and speaking skills in Arabic language learning. Reading, as a receptive skill, plays a significant role in enriching vocabulary, understanding language structures, and constructing meaning, which in turn affects speaking ability as a productive skill. At Baitul Hidayah Islamic Boarding School in Bandung, variations were observed in students’ abilities in reading Arabic texts and speaking Arabic, raising questions about the existence of a relationship between these two skills. This study aims to determine whether there is an influence of Arabic reading skills on Arabic speaking skills among fifth-grade students (Class V-A) in the 2024/2025 academic year. This research employs a quantitative approach with a correlational design. The subjects of the study consisted of all 28 students in Class V-A, selected using a saturated sampling technique. Data were collected through reading skill tests and speaking skill tests, and subsequently analyzed using descriptive statistics and the Spearman rank correlation test. The results indicate a significant relationship with a strong level of correlation between Arabic reading skills and Arabic speaking skills. This is evidenced by the correlation coefficient (r-value) of 0.824, which is higher than the r-table value at a 5% significance level (0.374). It is recommended that the development of reading skills be more systematically integrated with speaking practice. Further research is suggested to involve a larger sample size and more diverse variables to strengthen the findings.

This study is motivated by the importance of the relationship between reading and speaking skills in Arabic language learning. Reading, as a receptive skill, plays a significant role in enriching vocabulary, understanding language structures, and constructing meaning, which in turn affects speaking ability as a productive skill. At Baitul Hidayah Islamic Boarding School in Bandung, variations were observed in students’ abilities in reading Arabic texts and speaking Arabic, raising questions about the existence of a relationship between these two skills. This study aims to determine whether there is an influence of Arabic reading skills on Arabic speaking skills among fifth-grade students (Class V-A) in the 2024/2025 academic year. This research employs a quantitative approach with a correlational design. The subjects of the study consisted of all 28 students in Class V-A, selected using a saturated sampling technique. Data were collected through reading skill tests and speaking skill tests, and subsequently analyzed using descriptive statistics and the Spearman rank correlation test. The results indicate a significant relationship with a strong level of correlation between Arabic reading skills and Arabic speaking skills. This is evidenced by the correlation coefficient (r-value) of 0.824, which is higher than the r-table value at a 5% significance level (0.374). It is recommended that the development of reading skills be more systematically integrated with speaking practice. Further research is suggested to involve a larger sample size and more diverse variables to strengthen the findings.

Learning media is a tool used to convey messages so that it can stimulate students' thoughts, feelings, attention, and willingness in the learning process. This study aims to determine the effectiveness of using KoKaMi media, a three-dimensional media combined with language games, in improving Arabic vocabulary mastery of eighth-grade female students of SMPIT An Nur Sragen. This study uses a quantitative approach with an experimental method and a pre-experimental design of one group pretest–posttest type. The study population consisted of 22 female students and all were sampled through a total sampling technique. Data collection was carried out through tests, interviews, observations, and documentation, while data analysis used descriptive statistics, prerequisite tests, and hypothesis testing with the help of SPSS. The results of the analysis showed that the data were not normally distributed so the Wilcoxon Signed Rank Test was used. The test results showed a significance value of 0.000 smaller than 0.05, which means H0 is rejected and Ha is accepted. These findings prove that KoKaMi media is effective in improving Arabic vocabulary mastery. Therefore, KoKaMi media can be used as an alternative innovative learning media that helps students understand vocabulary more actively, enjoyably, and meaningfully. The implications of this research indicate that the use of game-based media can increase learning motivation, class participation, and learning interactions, so teachers are advised to utilize similar creative media as an effective and student-centered language learning strategy in learning practices at school consistently and sustainably.

Learning media is a tool used to convey messages so that it can stimulate students' thoughts, feelings, attention, and willingness in the learning process. This study aims to determine the effectiveness of using KoKaMi media, a three-dimensional media combined with language games, in improving Arabic vocabulary mastery of eighth-grade female students of SMPIT An Nur Sragen. This study uses a quantitative approach with an experimental method and a pre-experimental design of one group pretest–posttest type. The study population consisted of 22 female students and all were sampled through a total sampling technique. Data collection was carried out through tests, interviews, observations, and documentation, while data analysis used descriptive statistics, prerequisite tests, and hypothesis testing with the help of SPSS. The results of the analysis showed that the data were not normally distributed so the Wilcoxon Signed Rank Test was used. The test results showed a significance value of 0.000 smaller than 0.05, which means H0 is rejected and Ha is accepted. These findings prove that KoKaMi media is effective in improving Arabic vocabulary mastery. Therefore, KoKaMi media can be used as an alternative innovative learning media that helps students understand vocabulary more actively, enjoyably, and meaningfully. The implications of this research indicate that the use of game-based media can increase learning motivation, class participation, and learning interactions, so teachers are advised to utilize similar creative media as an effective and student-centered language learning strategy in learning practices at school consistently and sustainably.

This study aims to analyze the phenomenon of slang usage on the TikTok social media platform as a form of linguistic adaptation in digital communication. Using a qualitative descriptive approach, this research examines how users modify language structures to create more effective, expressive, and socially meaningful interactions. Data were collected through participatory observation of content appearing on the For Your Page (FYP) feature and analyzed using textual and contextual methods. The findings reveal that slang formation on TikTok occurs within three main domains: phonological transformation through sound reduction to produce linguistic aesthetics, morphological modification through the creation of efficient acronyms, and cognitive-semantic shifts that redefine the meanings of existing vocabulary. These findings demonstrate that slang is not merely a temporary communication trend, but also functions as an important sociolinguistic instrument for constructing group identity, strengthening emotional connections, and reflecting the cognitive and cultural dynamics of contemporary digital society amid the rapid development of information technology.

Many students find it difficult to express ideas into a complete story. Their imagination often stops halfway due to limited vocabulary, lack of understanding of story structure, and minimal practice in creative writing. The purpose of this research is to describe the profile of contextual learning on the ability to write short stories at MTs Istiqlal Jakarta, to examine the impact before the use of the contextual learning model on the ability to write short stories at MTs Istiqlal Jakarta, to examine the impact after the use of the contextual learning model on the ability to write short stories at MTs Istiqlal Jakarta, and to describe the effect of learning modules on the ability to write short stories of seventh-grade students at MTs Istiqlal Jakarta. This research uses a quantitative approach with an experimental method. The type of research used is One Group Pretest-Posttest Design, namely a design that only involves one experimental group. The sample in this study consists of 25 (twenty-five students) of grade VII MTs Istiqlal Jakarta. The results of the research show that learning at MTs Istiqlal Jakarta is still dominated by the lecture method so students tend to be passive and their short story writing ability is relatively low, especially in finding ideas, developing plot, and building characters. The implementation of the contextual learning model has been proven to significantly improve students' short story writing ability through active involvement, linking material with real experiences, idea exploration, collaboration in learning communities, reflection, and more in-depth authentic assessment.

This study examines the effectiveness of Assemblr Augmented Reality (AR) in improving English vocabulary mastery among deaf students in an inclusive classroom setting. The research was conducted at SD N 2 Bengkala using a quantitative pre-experimental design with a one-group pre-test and post-test approach. The participants were Grade 5 deaf students selected through purposive sampling. Data were collected using a researcher-developed vocabulary test consisting of 15 items, which was validated through expert judgment and demonstrated high reliability (Cronbach’s Alpha = 0.815). Descriptive statistical analysis revealed a substantial improvement in students’ vocabulary scores, with the mean increasing from 45.00 in the pre-test to 76.50 in the post-test. The minimum score improved from 40 to 73, and the maximum score increased from 50 to 80. Inferential analysis using the Wilcoxon Signed-Rank Test showed a significance value of 0.180, indicating no statistical significance due to the small sample size. However, the observed improvement indicates strong practical significance. The findings suggest that Assemblr AR enhances vocabulary learning by providing visual and interactive learning experiences that support deaf students’ cognitive processing. This study highlights the potential of AR technology as an effective instructional medium in inclusive education environments.  

Reading ability is a fundamental skill that must be mastered by first-grade elementary school students as a foundation for understanding various subjects. However, in practice, many students still experience difficulties in early reading, such as recognizing letters, combining syllables, and understanding simple words. One alternative method that can be used to address this issue is the storytelling method in learning activities. This study aims to describe the effectiveness of the storytelling method in improving the reading ability of first-grade elementary school students. This research employs a qualitative approach using a literature study method. Data were collected from various sources, including scientific journals, books, and relevant previous studies published within the last five years. The data collection technique was carried out through documentation, while data analysis used content analysis by reviewing, comparing, and synthesizing findings from different sources. The results of the study indicate that the storytelling method is effective in improving students’ early reading skills. This method enhances students’ reading interest, enriches their vocabulary, and helps them recognize letters and words more easily in an enjoyable learning environment. In addition, storytelling creates an interactive classroom atmosphere and increases student engagement in the learning process. In conclusion, the storytelling method is an effective and relevant instructional strategy to improve the reading ability of first-grade elementary school students. Therefore, it is recommended as an innovative approach to support the development of early literacy skills.

This study investigates the role of Google Translate in supporting English vocabulary learning among junior high school students in the digital era. The research employs a qualitative approach involving seventh-grade students at SMP Negeri 19 Medan. Data were collected through pre-test and post-test, classroom observation, interviews, and documentation. The findings reveal that Google Translate significantly helps students understand vocabulary more quickly, improves their learning efficiency, and increases their confidence in completing English tasks. Students also demonstrate greater autonomy in exploring new vocabulary independently. However, the study also identifies challenges, particularly students’ tendency to rely excessively on direct translation without fully understanding context, which may lead to superficial learning. Therefore, teacher guidance is essential to ensure the effective and critical use of this tool. The study concludes that Google Translate can serve as a valuable learning resource when integrated appropriately into classroom instruction. The findings contribute to the development of technology-enhanced language learning and provide practical implications for teachers in utilizing digital tools effectively.

English learning at the elementary school level plays an important role in developing students’ early language competence, particularly in listening skills as the foundation for other language abilities. However, many learning processes still rely on conventional teaching methods that do not fully accommodate the developmental characteristics of young learners, resulting in limited engagement and listening comprehension. Therefore, this study aims to analyze the role of storytelling in improving English listening skills among elementary school students and to identify effective implementation strategies in classroom learning. This research employs a library research method by reviewing and analyzing various relevant literature sources, including books, scientific journals, and previous research findings related to storytelling in English language learning. The analysis shows that storytelling contributes significantly to improving students’ listening comprehension, vocabulary acquisition, attention, and learning motivation. Through structured narratives, expressive delivery, and the support of visual media, storytelling creates a contextual and meaningful learning environment that helps students understand spoken English more effectively. The findings also indicate that the effectiveness of storytelling is closely related to the developmental characteristics of elementary school students who learn better through concrete, imaginative, and engaging experiences. Furthermore, the implementation of storytelling through systematic stages pre-listening, while-listening, and post-listening can enhance students participation and comprehension during the learning process. In conclusion, storytelling can be considered an effective instructional strategy for improving English listening skills among elementary school students while also supporting vocabulary development and creating an engaging learning atmosphere.

This study aims to systematically examine empirical evidence on the effectiveness of role play in improving EFL students' speaking skills. Using Systematic Literature Review (SLR) methodology guided by the PRISMA framework, this study analyzed 20 peer-reviewed articles obtained from Google Scholar, ERIC, and Scopus databases. Inclusion criteria focused on studies investigating role play as an instructional technique targeting speaking skills in EFL or ESL contexts. Findings reveal that role play consistently and significantly improves key speaking components including fluency, accuracy, pronunciation, vocabulary, and confidence. Additionally, role play reduces speaking anxiety and promotes a more communicative and interactive learning environment. This review also identifies moderating factors such as class size, student proficiency level, and teacher facilitation quality that influence role play effectiveness. These findings suggest that role play is a highly effective pedagogical strategy for improving speaking competence, particularly in EFL contexts, and its systematic integration into curriculum design is strongly recommended.

This study aims to develop a storytelling-based learning media in the form of a YouTube video to support students’ understanding of narrative text based on their learning needs. This study employed a Research and Development (R&D) design using the ADDIE model, focusing on the stages of analysis and development. The data were collected through a questionnaire as part of the needs analysis to identify students’ responses toward listening and repetition activities, as well as the difficulties they face in understanding narrative texts. The results show that students generally respond positively to listening and repetition. However, they still experience difficulties in understanding the storyline and vocabulary. The findings also indicate that students need learning support in the form of audio, visual elements, and vocabulary assistance. Based on these findings, a learning product was developed in the form of a YouTube-based digital storytelling video entitled “Learn Narrative Text Through Fun Storytelling (Listen, Repeat & Retell)”. The video integrates storytelling, repetition, vocabulary explanation, and speaking practice to support students’ comprehension. Due to time limitations, this study was limited to the development of a prototype and has not yet included expert validation. Therefore, future research is recommended to conduct validation to evaluate the feasibility and effectiveness of the developed product.