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Rifqiya Zahara; Hanifah Sabrina Aulia; Fathur Rohman

Bhinneka: Jurnal Bintang Pendidikan dan Bahasa 2026 Universitas Palan

In this study, it is planned to analyze teachers' and students' perceptions regarding the implementation of the Merdeka Curriculum at IRE classes in MTs Tanada. In terms of method used, this study is a qualitative study carried out with field studies in which methods of observation, interviews, and documentation are included. According to the findings obtained from the study, the Merdeka Curriculum has brought about changes in the process of PAI teaching in terms of active participation of students, using digital media in learning processes, discussion activities through the P5 process. While teachers see the Merdeka Curriculum as flexible and supportive of creative learning, students see the lessons taught within the scope of this curriculum as diverse and attractive. Although the implementation of the Merdeka Curriculum shows some positive aspects, it has also faced a number of challenges related to different understandings between teachers, regulations, difficulty in assessing attitudes, and the heavy workload of students. This study concluded that the implementation of the Merdeka Curriculum in Islamic Education in MTs Tanada was quite successful despite the need for improvements in teaching skills.

Dian Rimayanti; Prisca Trifena Puspita; Sinta Tri Hapsari; Felisya Natalia Purwanto; Tries Ellia Sandari

Jurnal Kajian dan Penalaran Ilmu Manajemen 2026 CV. Aksara Global Akademia

Kecurangan (fraud) di sektor perbankan daerah merupakan ancaman serius yang dapat merugikan keuangan negara dan menurunkan kepercayaan publik. Penelitian ini bertujuan menganalisis kasus korupsi pengadaan iklan pada Bank Pembangunan Daerah Jawa Barat dan Banten (Bank BJB) menggunakan pendekatan Fraud Triangle Theory yang mencakup tiga elemen utama: tekanan (pressure), kesempatan (opportunity), dan rasionalisasi (rationalization). Metode yang digunakan adalah pendekatan kualitatif dengan studi kasus, didukung oleh studi literatur dari berbagai sumber ilmiah yang relevan. Hasil analisis menunjukkan bahwa kasus Bank BJB mencerminkan interaksi ketiga elemen Fraud Triangle secara simultan. Tekanan bersumber dari kebutuhan dana non-budgeter yang besar dalam pengelolaan anggaran promosi senilai Rp409 miliar. Kesempatan muncul akibat lemahnya sistem pengendalian internal, tidak adanya verifikasi dokumen yang memadai, serta penyimpangan dalam proses pengadaan. Rasionalisasi terbentuk melalui persepsi pelaku bahwa praktik tersebut merupakan hal yang lazim dalam lingkungan birokrasi dan korporasi. Penelitian ini berkontribusi pada pengembangan pemahaman teoritis dan praktis terkait pencegahan fraud di lembaga keuangan daerah Indonesia, khususnya melalui penguatan tata kelola perusahaan dan sistem pengawasan internal.

Anggie Pebriani; Dhiny Easter Yanti; Christin Angelina Febriani

Jurnal Sains dan Kesehatan (JUSIKA) 2026 Universitas Muhamadiyah Manado

Personal hygiene practices during menstruation is important to maintaining the reproductive health of adolescent girls and preventing reproductive organ infections. Poor hygiene causes post-menstrual problems in 5.2 million adolescents in Indonesia, such as reproductive tract infections, urinary tract infections, pathological vaginal discharge, fungal infections, genital area irritation, and unpleasant odor. Factors influencing personal hygiene practices during menstruation include knowledge, perceptions, attitudes, and infrastructure. This study was aimed determine the relationship between knowledge, perceptions, attitudes, and infrastructure and personal hygiene practices during menstruation among female students at the Daarussa'adah Qur'an Tahfidzil Islamic Boarding School in Pesawaran in 2026. This study was quantitative with a cross-sectional approach. The population was all female students at the Daarussa'adah Qur'an Tahfidzil Islamic Boarding School in Pesawaran, and a sample of 74 respondents was selected using total sampling. Data analysis used the chi-square test with a significance level of 95%. The results of the study showed a relationship between knowledge (p-value = <0.001; OR = 279.000), perception (p-value = <0.001; OR = 620.000), attitude (p-value = <0.001; OR = 165.333), and infrastructure (p-value = <0.001; OR = 0.002) and personal hygiene behavior during menstruation. Suggested for the Islamic boarding schools include routinely improving reproductive health education regarding personal hygiene during menstruation and providing adequate infrastructure to support the development of good knowledge, perceptions, and attitudes, so that female students can optimally implement personal hygiene behaviors during menstruation.

Lestari Lestari; Nur Asiah; Safrizal Safrizal

Perspektif: Jurnal Pendidikan dan Ilmu Bahasa 2026 STAI YPIQ BAUBAU, SULAWESI TENGGARA

The urgency of this research stems from the knowledge gap regarding contextual factors contributing to the underuse of learning media in rural elementary schools, which has not been adequately addressed in previous research, which has tended to focus on urban contexts. This study aims to examine teachers' perceptions at Sugayang Public Elementary School regarding the underuse of learning media in the learning process, as well as the factors that contribute to it. The method used was a descriptive qualitative method, utilizing in-depth interviews as a data collection technique. The data were then analyzed using data reduction, data display, and conclusion drawing techniques according to Miles and Huberman. The results showed that teachers experienced difficulties in using technology, difficulties in creating learning media, and the perception that using media was time-consuming. This reveals an important pattern that the underuse of learning media is a systematic problem rooted in the TPACK gap that is not supported by practical time management solutions. These findings imply that changes in learning practices will not occur simply through the provision of generic technology tools or training; rather, bottom-up and contextual solutions are needed. The novelty of this research lies in the in-depth qualitative approach applied to the under-researched context of rural elementary schools, which has not been studied before. This research contributes through recommendations for the implementation of a peer-mentoring program and the development of a ready-to-use digital learning media bank, thus offering valuable insights for future research with relevant stakeholders.

Nurlaeli Nurlaeli

Jurnal Miftahul Ilmi: Jurnal Pendidikan Agama Islam 2026 STIKes Ibnu Sina Ajibarang

This study aims to investigate students' perceptions of Qur'an learning (Tahsin and Tajwid) in improving their Qur'an recitation skills at Madrasah Diniyah Nurul Huda Bangodua, Cirebon. This study employed a qualitative approach using a descriptive method. The research participants consisted of 10 fourth-grade students and one teacher responsible for Qur'an learning. Data were collected through observation, interviews, and documentation. The data were analyzed using the Miles, Huberman, and Saldaña model, which includes data reduction, data display, and conclusion drawing. The findings indicate that students have positive perceptions of Tahsin and Tajwid learning. The learning process helps students improve the pronunciation (makhraj) of Arabic letters, understand the rules of Tajwid, enhance the fluency of Qur'an recitation, and develop greater confidence in reading the Qur'an. Supporting factors contributing to the success of the learning process include the talaqqi method, direct guidance from the teacher, and a conducive learning environment. The challenges faced by students include limited instructional time, difficulty distinguishing certain Tajwid rules, and insufficient practice in reading the Qur'an at home. Overall, Tahsin and Tajwid instruction plays a significant role in improving students' Qur'an recitation skills at Madrasah Diniyah Nurul Huda Bangodua, Cirebon.

Husnia; Andi Mustika Amin; Annisa Paramaswary Aslam; Nurman; Abdul Rahman

Penelitian ini bertujuan untuk menganalisis pengaruh struktur modal terhadap nilai perusahaan, menganalisis pengaruh profitabilitas terhadap nilai perusahaan, serta menganalisis pengaruh likuiditas terhadap nilai perusahaan pada perusahaan manufaktur sektor makanan dan minuman yang terdaftar di Bursa Efek Indonesia periode 2022–2024. Jenis penelitian yang digunakan adalah penelitian kuantitatif dengan pendekatan asosiatif. Populasi penelitian mencakup seluruh iverusahaan manufaktur sektor makanan dan minuman yang terdaftar di Bursa Efek Indonesia periode 2022–2024 yang berjumlah 83 perusahaan. Sampel penelitian sebanyak 48 perusahaan yang dipilih melalui iverusa purposive sampling berdasarkan kriteria iv erusahaan yang terdaftar secara berturut-turut selama periode penelitian, mempublikasikan laporan keuangan secara lengkap, tidak mengalami kerugian selama periode penelitian, serta memiliki data yang sesuai dengan variabel penelitian. Jenis data yang digunakan adalah data sekunder yang bersumber dari laporan keuangan tahunan perusahaan yang dipublikasikan melalui situs resmi Bursa Efek Indonesia. Teknik pengumpulan data dilakukan melalui metode dokumentasi dengan mengakses dan mencatat data keuangan yang relevan. Analisis data menggunakan analisis regresi data panel dengan bantuan aplikasi Eviews melalui uji pemilihan model yang meliputi uji Chow, uji Hausman, dan uji Lagrange Multiplier untuk menentukan model yang paling sesuai. Hasil penelitian menunjukkan bahwa struktur modal yang diproksikan dengan Debt to Equity Ratio (DER) berpengaruh terhadap nilai perusahaan, yang menunjukkan bahwa komposisi penggunaan utang dan ekuitas dalam pendanaan perusahaan dapat memengaruhi persepsi investor terhadap kinerja dan prospek perusahaan. Profitabilitas yang diproksikan dengan Net Profit Margin (NPM) juga berpengaruh terhadap nilai perusahaan, yang mengindikasikan bahwa semakin tinggi kemampuan iverusahaan dalam menghasilkan laba maka semakin tinggi pula nilai perusahaan karena meningkatnya kepercayaan investor terhadap kinerja perusahaan. Sementara itu, likuiditas yang diproksikan dengan Current Ratio (CR) tidak berpengaruh signifikan terhadap nilai perusahaan, yang menunjukkan bahwa kemampuan perusahaan dalam memenuhi kewajiban jangka pendek belum tentu menjadi pertimbangan utama bagi investor dalam menilai perusahaan pada sektor makanan dan minuman.

Nurfadilla Azzahra Plara

Jurnal Miftahul Ilmi: Jurnal Pendidikan Agama Islam 2026 STIKes Ibnu Sina Ajibarang

Collaboration between classroom teachers and Islamic Religious Education (PAI) teachers constitutes an essential strategy for instilling religious moderation values in elementary schools. This study aims to: (1) describe the forms of collaboration developed between classroom teachers and PAI teachers; (2) assess the effectiveness of such collaboration in inculcating religious moderation values; (3) identify changes in students' attitudes as tangible outcomes of collaboration; and (4) analyze supporting and inhibiting factors of collaboration at SDN 3 Wanamekar. A descriptive qualitative approach was applied using field study methods. Data were gathered through in-depth interviews, participatory observation, and document review. Data analysis followed the interactive model of Miles, Huberman, and Saldana, encompassing data condensation, data display, and conclusion drawing. Data credibility was ensured through source triangulation and technique triangulation. Findings indicate that collaboration occurs in two primary forms: reactive collaboration as a spontaneous response to students' intolerant behavior, and planned collaboration involving curriculum coordination, partial co-teaching, and joint evaluation. Collaboration was assessed as sufficiently effective yet suboptimal due to time constraints and excessive administrative burdens. Positive changes in students' tolerance and inclusive attitudes were identified as concrete outcomes. Supporting factors include favorable interpersonal communication, principal support, and moderation value integration in the Merdeka Curriculum. Main inhibiting factors are time limitations, administrative burdens, shallow conceptual understanding of religious moderation, and the absence of a standardized collaboration model. The study recommends establishing structured collaboration schedules and religious moderation training programs for all teachers.

Umu Aiman; Slamet Wijaya

Jurnal Praba : Jurnal Rumpun Kesehatan Umum 2026 STIKES Columbia Asia Medan

Background: Schizophrenia is a psychiatric disorder characterized by positive psychotic symptoms (such as hallucinations) and negative symptoms accompanied by cognitive decline. Auditory hallucinations represent the most common positive symptom, occurring in more than 75% of patients with schizophrenia. Objective: This study aimed to describe the comprehensive nursing care for Mr. F with a primary problem of perceptual sensory disorder: auditory hallucinations due to undifferentiated schizophrenia at Gatot Kaca Ward, RSJD dr. Amino Gondohutomo, Central Java Province. Method: This study used a descriptive method with a nursing process approach, including assessment, nursing diagnosis, intervention planning, implementation, and evaluation. Data collection was carried out through interview, observation, and literature study. Results: Nursing problems identified were: perceptual sensory disorder (auditory hallucinations) as the core problem, social isolation (withdrawal) as the causa, risk of violent behavior as the effect, and self-care deficit as an accompanying problem. Nursing interventions were conducted using the implementation strategy (SP) 1, 2, and 3 for hallucinations and SP 1 for self-care deficit. Conclusion: After 4 days of nursing implementation, 2 out of 4 nursing diagnoses were resolved: perceptual sensory disorder (auditory hallucinations) and self-care deficit, while social isolation (withdrawal) and risk of violent behavior remained unresolved. Patients with hallucinations are expected to be able to control hallucinations using the methods that have been taught.

Siska Febiana; Hanny Setyawati; Indah Yulianti

TAWAZUN: Journal of Islamic Finance and Digital Innovation 2026 Asosiasi Program Doktor Ekonomi Syariah Indonesia

Artikel ini membahas hubungan antara pikiran dan realitas melalui kajian filsafat kognitif, serta implikasinya terhadap pemahaman manusia. Filsafat kognitif, yang mengintegrasikan elemen-elemen filsafat, psikologi, dan ilmu kognitif, memberikan perspektif baru dalam memahami bagaimana manusia berinteraksi dengan dunia nyata. Artikel ini mengulas berbagai teori kognitif yang mempengaruhi pemahaman kita terhadap realitas, serta bagaimana persepsi, interpretasi, dan pengalaman membentuk cara kita mengerti dunia. Selain itu, implikasi dari kajian ini terhadap bidang-bidang seperti etika, pendidikan, dan perkembangan teknologi juga dibahas, dengan fokus pada dampak terhadap kesadaran dan pengambilan keputusan manusia.

Anik Maghfiroh; Dhafina Aullya; Putri Setyaningrum; Tsabita Dienalhaqqi; Maulida Kayla Talitha Ramadina +1 more

Garina 2026 Akademi Kesejahteraan Sosial Ibu Kartini Semarang

The concept of the natural look in facial makeup has continued to develop along with changes in beauty trends that emphasize a simple, clean, and natural appearance. The natural look is not only understood as a makeup technique involving minimal cosmetic use, but also as a representation of modern beauty perceptions that highlight authenticity and self-confidence. This article aims to examine the concept of the natural look in facial makeup through a literature review of various relevant previous studies. The method used is a literature study by analyzing scientific journals and books discussing natural makeup techniques and beauty perceptions. The results indicate that the natural look is achieved through the use of neutral colors, light application techniques, adjustment to individual facial characteristics, and the selection of cosmetics that support a natural appearance. In addition, beauty perceptions of the natural look tend to emphasize simplicity, cleanliness, and an authentic impression. Therefore, the natural look can be understood as a combination of technical approaches in makeup and social constructions of the meaning of beauty in society.

Veri Arinal; Satria Wira Yudha; Muhammad Joko Umbaran Kharis Bahrudin; Dessyanti Ryantina

International Journal of Information Engineering and Science 2026 Asosiasi Riset Teknik Elektro dan Infomatika Indonesia

QRIS (Quick Response Code Indonesian Standard) has become a widely used national digital payment standard. User satisfaction with this service needs to be monitored continuously to ensure its sustainability. This study aims to predict the level of QRIS user satisfaction based on their experiences and perceptions expressed organically on the Twitter social media platform. The method used is sentiment analysis with the Naive Bayes classification algorithm implemented using RapidMiner software. The research data was obtained from Twitter user comments collected through web scraping techniques. The text data then went through a preprocessing stage that included cleansing, stopword filtering, stemming, and tokenizing to be prepared as features ready to be processed by the model. The data was divided into training (80%) and testing (20%) subsets for model training and validation. The results showed that the Naive Bayes model was able to predict user satisfaction sentiment with an accuracy of 80.99%. These findings indicate that the model is highly accurate in identifying satisfied comments and sufficiently sensitive in detecting dissatisfaction. This study concludes that sentiment analysis of Twitter UGC data using Naive Bayes is an effective and efficient approach for predicting QRIS user satisfaction in real time. The practical implication of this study is to provide an automatic feedback system for service providers to monitor public sentiment and take targeted corrective actions.

Farih Awwalunnajjah, Ahmad; Panjaitan, Roymon; Aqmala, Diana; Nur Cahya, Handy

Jurnal Manajemen Sosial Ekonomi 2026 LPPM Sekolah Tinggi Ilmu Ekonomi - Studi Ekonomi Modern

This research investigates how the characteristics of virtual influencers influence consumers’ purchase intention, with consumer perception acting as a mediating variable. A quantitative explanatory method was applied, involving 134 social media users who had been exposed to promotional content by the virtual influencer Arbie Seo for Richeese Factory. Data analysis employed Partial Least Squares Structural Equation Modeling (PLS-SEM). Results reveal that credibility and authenticity exert a positive influence on purchase intention, whereas attractiveness shows a significant negative effect. In addition, credibility, attractiveness, and authenticity positively affect consumer perception. Consumer perception subsequently increases purchase intention and serves as a mediator in the relationship between virtual influencer characteristics and purchase intention.

Andi Milhan

Lembaga Pengembangan Kinerja Dosen 2026 Lembaga Pengembangan Kinerja Dosen

The escalation of negative sentiment in the digital space towards Rohingya refugees in Indonesia throughout 2023-2026 has reflected a shift in public perspectives, from humanitarian principles to restictive rejection. This study aims to analyze how digital discourse on TikTok dan Instagram platforms frames the Rohingyan refugee issue as a national security threat through the lens of Barry Buzan`s Securitization Theory and Ruth Wodak`s Critical Discourse Analysis (AWK). This study uses qualitative methods with note-taking techniques and filtering hastag-based viral data related to refugee rejection. The results show that the securitization process was successfully driven by three main typologies of netizen narratives: domestic socio-economic jealousy, delegetimization of Internasional authorities (UNHCR) by referring to popular legal discourse on the 1945 Constitution, and demands for an active role for the military (TNI AL) and Polair at maritime borders. The accumulation of speech acts that have gone viral on social media is evidence of the creation of strong horizontal pressure, thus urging the Indonesian goverment to review its policies towards a more restrictive direction (viral-based policy) to prioritize national soverignity and security over global humanitarian commitments.

Aang Harisul Farid

Jurnal Miftahul Ilmi: Jurnal Pendidikan Agama Islam 2026 STIKes Ibnu Sina Ajibarang

This study seeks to examine the views of Islamic boarding school students regarding Islamic jurisprudence (fiqh) learning based on the Yellow Book as the primary reference at the Madrasah Diniyah Wustha An Nuur in Ponorogo. As a legacy of traditional Islamic scholarship, this book plays a vital role in the Islamic boarding school curriculum, although its relevance and effectiveness in modern education are often discussed among academics. Using a qualitative approach combined with descriptive-interpretive analysis, this study maps various aspects of students' perceptions, including teaching techniques, material content, obstacles encountered, and the relationship of the Yellow Book to understanding Islamic jurisprudence. The study revealed that students' responses were generally positive, but they were still hampered by limited Arabic language skills and difficulties translating the book's teachings into the context of contemporary life. Based on these findings, the implementation of more flexible learning methods such as bandongan, sorogan, and muhadlarah integrated with a contextual approach is needed to strengthen students' understanding and appreciation of traditional Islamic jurisprudence.

Afifah Salsabila; Stefanie Inggried Gorap; Yulita Sirinti Pongtambing; Eliyah Acantha Manapa Sampetoding

Jurnal Mahasiswa Kreatif 2026 International Forum of Researchers and Lecturers

This study aims to examine the influence of trust on the perception of transaction security in the use of online shopping applications among millennials. The development of digital technology and the increasing use of online shopping applications have influenced how users assess security risks, personal data protection, and the reliability of transaction systems. This study employs a literature review method by examining relevant previous studies on trust, transaction security, digital risk, and user experience in online shopping. The findings indicate that user trust plays an important role in shaping perceptions of transaction security. Such trust is influenced by the platform’s ability to protect personal data, provide secure payment systems, and ensure smooth transaction processes. The higher the level of user trust in system security, the greater their tendency to use online shopping applications for transactions. Therefore, trust and transaction security are important factors in increasing millennials’ interest and comfort in online shopping.

Nurul Huda

Jurnal Miftahul Ilmi: Jurnal Pendidikan Agama Islam 2026 STIKes Ibnu Sina Ajibarang

This study examines how madrasah students perceive the meaningfulness of Islamic Religious Education (Pendidikan Agama Islam/PAI) integrated with local wisdom as a means of instilling Islamic values. The Malay community in Pemayung District, Batanghari Regency, Jambi, inherits a rich array of traditions deeply rooted in Islamic values, including zikir ratib, hadrah, berzanji, and patitih. However, the extent to which such local wisdom integration in formal PAI instruction is perceived as meaningful by students has never been empirically measured. This descriptive-comparative survey study involved 82 students of MTs. Irsyadul Ibad, selected through a total sampling technique. The instrument employed was the SPIN-KL Scale (40 items, α = 0.884), measuring eight perceptual dimensions on a 5-point Likert scale. Analysis results revealed an overall mean perception score of 4.12 (SD = 0.42; positive category; 82.7% positive responses). The dimension of PAI content relevance to local wisdom obtained the highest score (M = 4.24; very positive), while the dimension of Islamic identity consolidation through local culture recorded the lowest score, though still remaining positive (M = 3.98). Independent samples t-tests indicated a significant difference based on students' active participation in religious study circles (pengajian) (t(80) = 4.74, p < 0.001, d = 1.07), whereas gender and grade level yielded no significant differences. These findings underscore the importance of collaboration between madrasah institutions and religious-cultural communities in strengthening the internalization of Islamic values.

Abdul Rohmat

Jurnal Miftahul Ilmi: Jurnal Pendidikan Agama Islam 2026 STIKes Ibnu Sina Ajibarang

The subject of corpse care is one of the important competencies in Islamic Religious Education (PAI) at the senior high school level, which is obligatory (fardhu kifayah). However, the complexity of the material and the presence of psychological barriers often make students less interested or feel afraid. This study aims to analyze in-depth the perceptions of SMA YATPI Godong students regarding the importance of corpse care, the factors that influence these perceptions, and the urgency of this competency as a provision for social life. This study uses a qualitative descriptive approach supported by simple quantitative data percentages. The subjects were 35 grade XI students, selected using a purposive sampling technique. Data collection was carried out through participant observation, questionnaire distribution, in-depth interviews, and documentation. Data analysis followed an interactive model that includes data condensation, data presentation, and drawing conclusions. The results showed that the majority of students (82.8%) had a very positive perception of the urgency of this material and were aware of its socio-cultural responsibility. The main factors influencing students' perceptions included the demonstration method using mannequins implemented by teachers, internal religiosity values, and the encouragement of societal expectations. These skills are considered essential not only for fulfilling academic obligations but also as a form of student readiness to engage and contribute significantly to their social environment in the event of grief.

Carelina Ephifania Siagian; Florensya Angelica Delarosa Zalukhu; Zairindra Anggun Safitri; Viero Varbi Sununianti; Istiqoma Istiqoma +1 more

RISOMA : Jurnal Riset Sosial Humaniora dan Pendidikan 2026 Asosiasi Ilmuwan Pendidikan, Sosial, dan Humaniora Indonesia

The development of social media has brought significant changes in how individuals perceive themselves, especially among female university students who are in the stage of identity formation. Social media is not only used as a communication tool but also as a space that presents homogeneous beauty standards which can influence self-perception. This study aims to analyze the construction of beauty standards on social media and their impact on female students’ self-perception. The research uses a qualitative approach with a literature review method by analyzing 20  relevant academic articles published between 2020 and 2025. Data analysis was conducted using descriptive qualitative techniques, including data reduction, data presentation, and conclusion drawing. The results show that beauty standards on social media are constructed through repeated visual representations and reinforced by algorithmic systems, creating an idealized image of beauty. This condition encourages female students to engage in social comparison, leading to self-dissatisfaction and decreased self-confidence. However, these effects vary depending on individuals’ ability to filter and interpret information. This study highlights the importance of developing critical awareness in social media use to avoid being influenced by unrealistic beauty standards.

Ayu Astuti Siregar; Al-Khowarizmi

Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika 2026 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

Social media has evolved into a significant platform where consumers freely express their opinions, experiences, and levels of satisfaction regarding various products, including those offered by Micro, Small, and Medium Enterprises (MSMEs). The comments and reviews shared by customers on these platforms contain diverse sentiments that can serve as valuable indicators of how consumers perceive product quality. Understanding these sentiments is crucial for MSME owners, as it allows them to evaluate their products and adapt to market expectations more effectively. This study aims to analyze customer sentiment toward MSME products on social media by utilizing the Naïve Bayes algorithm, a widely used classification method in text mining. The data used in this research consist of customer comments collected from various social media platforms. The research process involves several stages, including data collection, manual labeling of sentiments, text preprocessing (such as tokenization, case folding, and stopword removal), and splitting the dataset into training and testing subsets. Subsequently, the classification process is carried out using the Naïve Bayes algorithm to categorize sentiments into positive, negative, and neutral classes. The results of this study demonstrate that the Naïve Bayes method is effective in classifying customer sentiments with a satisfactory level of accuracy. These findings provide a comprehensive overview of consumer perceptions regarding the quality of MSME products. Furthermore, this research is expected to assist MSME business owners in understanding customer feedback more systematically and using it as a basis for improving product quality and enhancing customer satisfaction in a competitive digital marketplace.

Hikmaturohim Hikmaturohim

Jurnal Miftahul Ilmi: Jurnal Pendidikan Agama Islam 2026 STIKes Ibnu Sina Ajibarang

The purpose of this study is to investigate how Islamic Religious Education (PAI) instructors at Madrasah Diniyah Takmiliyah (MDT) Nurhidayatullah perceive incentive strategies as boosting student learning motivation. The poor learning motivation of students at non-formal Islamic educational institutions serves as the study's backdrop. Teachers must use a variety of tactics, including rewarding students. In this study, descriptive approaches are combined with a qualitative approach. Participant observation, documentation studies, and in-depth interviews were used to gather data. Purposive sampling was used to choose five PAI instructors from MDT Nurhidayatullah to serve as study informants. The Miles and Huberman approach, which covers data reduction, data presentation, and conclusions/verification, was used to analyze the data. The study's conclusions showed that instructors see incentive systems favorably and believe they are a useful tactic for boosting students' interest in and engagement with PAI learning. Verbal compliments, award stickers, extra credits, little presents, and public acknowledgment in front of the class are some of the prizes that are offered. Teachers believe that rewarding children may boost their intrinsic motivation, boost their self-esteem, improve the classroom environment, and promote healthy competition among students. However, teachers also identify several challenges, including the potential for students to become dependent on rewards, the need for fairness in reward distribution, and budget limitations. The implication of this research suggests that the reward method should be implemented systematically with clear criteria and gradually directed toward building students' intrinsic motivation in learning Islamic religious education.