Abstract:PayLater services are one of the rapidly growing digital financial innovations widely utilised in fintech apps in Indonesia, including Kredivo and Akulaku. User reviews on the Google Play Store reflect a range of experiences,…
nces, from satisfaction with the ease of use of the service to complaints regarding bills, interest rates, late payment fees, credit limits, and app performance. This study aims to classify the sentiment of user reviews regarding PayLater services on the Kredivo and Akulaku apps using the Multinomial Naïve Bayes algorithm. Data was collected via web scraping from the Google Play Store and automatically labelled based on user ratings, with ratings of 1-2 classified as negative sentiment and ratings of 4-5 as positive sentiment, whilst a rating of 3 was excluded as it was considered ambiguous. Following a preprocessing stage comprising cleaning, case folding, tokenisation, stopword removal, and stemming, as well as feature extraction using TF-IDF, 3,652 reviews were obtained with a training-to-test data split ratio of 80:20. The results indicate that positive sentiment dominates the dataset at 56.49%, whilst negative sentiment accounts for 43.51%. Analysis by application revealed that Kredivo was dominated by positive sentiment (68.20%), whilst Akulaku was dominated by negative sentiment (51.70%). The Naïve Bayes multinomial model achieved an accuracy of 84.13%, with average precision, recall, and F1-score values of 0.84, demonstrating good and balanced classification performance across both sentiment classes.
Abstract:Mathematics learning plays an important role in developing logical thinking and problem-solving skills. However, for deaf students, understanding mathematical word problems remains a fairly complex challenge, mainly due…
to limitations in language and communication aspects. This study aims to examine the characteristics of the difficulties experienced by deaf students, analyze the implementation of the learning strategies used, and investigate their effectiveness in improving understanding of mathematical word problems. This research employs a qualitative approach using a literature study method. The findings indicate that the main difficulties lie in understanding the language used in the problems, identifying important information, and transforming it into mathematical models. Effective learning strategies tend to be visual, contextual, and communicative, supported by the use of interactive media. Nevertheless, the use of media alone is not sufficient without well-structured instructional strategies. These findings emphasize that the integration of adaptive learning strategies plays a more significant role in improving deaf students’ understanding of mathematical word problems.
Abstract:This study investigated the impact of technology-enhanced Word Wall media on students’ writing skills in an EFL context. The research aimed to determine whether the use of Word Wall as an ICT-integrated learning media could…
could significantly improve students’ writing performance, especially in writing descriptive text. The study employed a pre-experimental design with one group pre-test and post-test. The sample consisted of 20 eleventh-grade students selected from SMA Negeri 8 Padangsidimpuan. The data were collected through writing composition tests and observation during the learning process. The results showed that the students’ writing performance improved after being taught through Word Wall media. The mean score of the pre-test was lower than the post-test mean score, indicating a positive effect of the treatment. The hypothesis test also showed that the use of Word Wall media had a significant impact on students’ writing skills. It can be concluded that technology-enhanced Word Wall media is effective in supporting students’ writing development and creating more interactive and engaging EFL learning.
Abstract:Arabic morphology constitutes a fundamental branch of classical Arabic linguistics, focusing on morphological word transformation (tashrif) and derivational morphology. Despite more than a millennium of development, epistemological…
temological inquiry into ilmu sharaf — concerning its sources of knowledge, methods of rule formation, and scientific validity — remains considerably limited in contemporary academic literature, with existing studies tending toward normative and pedagogical orientations that neglect its fundamental philosophical dimensions. This article aims to examine the epistemology of ilmu sharaf from the philosophy of science perspective, tracing its historical genealogy from the early Islamic codification period through to modern Arabic linguistics, and analyzing its contributions to contemporary Arabic morphology. The research employed a qualitative library research method with historical, epistemological, and comparative-linguistic approaches, utilizing critical analysis of relevant primary and secondary sources. The findings reveal that ilmu sharaf possesses a robust epistemological foundation derived from the Qur'an, hadith, classical Arabic fushah poetry, and qiyas (analogical reasoning), and was developed through the methods of sima' (documentation), istinbath (inference), and ta'lil (rational justification) by linguists of the Bashrahn and Kufahn schools. Ontologically, its subject matter is morphological word transformation that produces semantic change; axiologically, it functions to preserve Arabic linguistic purity and facilitate Qur'anic comprehension. The contributions of ilmu sharaf to modern Arabic linguistics are demonstrably significant, particularly in the development of root-and-pattern morphology theory, derivational semantics, and Arabic natural language processing (NLP). These findings indicate that the classical sharaf tradition is not merely historically relevant but also carries important methodological implications for contemporary Arabic computational linguistics.
Abstract:Early HIV detection is a key strategy in control HIV/AIDS epidemic in Indonesia. Research This aim For analyze effectiveness of the Rapid Diagnostic Test (RDT) as method detection early HIV in the workplace Marina Permai…
Community Health Center 2025. Research use design descriptive with total sample of 58 people who did HIV test . Examination done use Three immunochromatographic RDT strategies : ViroCheck ® HIV 1/2, Arkan Medical One Step Anti-HIV (1/2), and d3TEKS1 HIV 1/2 Antibody Rapid Test. Research results show that Of the 58 respondents , 5 people (9%) indicated results reactive and 53 people (91%) non- reactive . Based on characteristics demographics , cases reactive found in 3 women (5%), 2 men (3%), with distribution largest in the group aged 18–59 years (4 people, 7%) and 1 case (2%) in the group aged 0–5 years . This study conclude that immunochromatographic RDT effective as tool detection early HIV at the level service primary health with sensitivity and specificity high . Findings This support use of RDT as screening beginning in HIV prevention and control programs in facilities health community .
Keywords: Early HIV Detection, Rapid Diagnostic Test, Marina Permai Health Center
Abstract:ABSTRACT The purpose of this study was to determine the effect of bonus packs and product quality on consumer purchasing decisions at PT. Alamjaya Wirasentosa Tg. Morawa Deli Serdang, North Sumatra. The population in this…
his study are consumers at PT. Alamjaya Wirasentosa Tg. Morawa Deli Serdang North Sumatra as many as 379 consumers for one week while the determination technique is random sampling with the withdrawal technique using the Slovin formula. So that the sample in this study amounted to 79 respondents. The sources of data in this study are primary data and secondary data. Where the primary data from observations, interviews and questionnaires. While secondary data can be from data that has been documented. While the data analysis techniques used are descriptive analysis and multiple linear regression. The results of multiple regression analysis are Y = 8.898 + 0.193X1 + 0.548X2 + e which shows that the bonus pack and product quality have a positive and significant effect on consumer purchasing decisions. While the results of the (t) test or partial test show that the bonus pack has a positive and significant effect on consumer purchasing decisions where it can be seen that the tcount value is 2.125 > ttable 1.992 and the product quality variable also has a positive and significant effect on consumer purchasing decisions where it can be seen that the tcount value is 9.425 > ttable 1992. The results of the coefficient of determination with a correlation regression value of 0.814, meaning that together the bonus pack and product quality on consumer purchasing decisions at PT. Alamjaya Wirasentosa Tg. Morawa Deli Serdang North Sumatra has contributed to a strong degree. Then the coefficient of determination (R2) is 0.653 (65.3%). So it can be said that 65.3% of the variation in the dependent variable, namely the bonus pack and product quality in the model, can explain the purchasing decision variables at PT. Alamjaya Wirasentosa while the remaining 34.7% is influenced by other variables outside the model.
Keyword: Bonus Pack, Product Quality, Purchase Decision
Abstract:This research discusses the concepts of i’rab and ‘amil in Arabic grammar and examines the methodological differences between the Basra and Kufa schools as the two primary streams in the construction of nahwu (syntax). I’rab…
). I’rab is understood as the changes in the vowels at the end of words influenced by the presence of an ‘amil (governor) and the word's position within the sentence structure, thus playing a vital role in preserving meaning and syntactic order in the Arabic language. This study employs a qualitative approach with a library research method, tracing primary sources from the works of classical scholars and secondary sources from modern studies. Data analysis was conducted using content and comparative analysis methods to identify the epistemological characteristics of both schools. The results of the study show that the Basra school is prescriptive, rational, and selective regarding linguistic sources, whereas the Kufa school is more descriptive, flexible, and open to various speech patterns, including those considered syadz (irregular). These differing approaches impact how both schools understand and formulate the rules of i’rab and ‘amil. This study concludes that both schools provided distinct yet complementary contributions to the development of Arabic nahwu, where Basra played a role in theoretical standardization and Kufa contributed to the preservation of linguistic reality. These findings emphasize that the understanding of i’rab is not only related to grammatical aspects but is also supported by historical and epistemological perspectives within the scientific tradition of the Arabic language.
Abstract:The emergence of consumer boycotts driven by socio-political issues reflects a fundamental shift in consumer behavior in the digital era. In Indonesia, a country characterized by high religiosity and extensive social media…
ia engagement, the rapid dissemination of negative information through electronic word of mouth (e-WOM) can trigger strong emotional reactions toward brands. Starbucks Indonesia represents a salient case in which the brand became associated with the Israel–Palestine conflict, generating moral debates, religious sentiments, and intense brand-related hostility in digital spaces. In this context, consumers act not merely as rational economic actors, but as moral agents whose purchasing decisions are influenced by deeply held values and beliefs. This study aims to examine the effects of e-WOM and religiosity on purchase intention, with brand hate serving as a moderating variable among Starbucks consumers in Indonesia. Specifically, the research investigates how exposure to negative online narratives and consumers’ religiosity shape emotional responses in the form of brand hate, and how these responses influence purchasing intentions within a boycott context. A quantitative research design was employed using a survey method targeting Starbucks consumers in Indonesia who were aware of the boycott related to the Israel–Palestine conflict. Data were collected through structured questionnaires and analyzed using structural equation modeling to assess both direct and indirect relationships among variables, including the moderating role of brand hate. This approach enables a comprehensive understanding of the psychological and behavioral mechanisms underlying consumer responses to value-laden and morally sensitive issues. The findings reveal that electronic word of mouth has a significant effect on purchase intention. Religiosity also influences purchase intention, both directly and indirectly through the formation of brand hate. Moreover, brand hate significantly moderates the relationship between e-WOM and purchase intention, such that higher levels of brand hate intensify the decline in consumers’ willingness to purchase. These results highlight the critical role of morally driven negative emotions in explaining reduced purchase intention during boycott movements. This study contributes theoretically by extending consumer behavior literature through the integration of digital communication, religiosity, and negative brand emotions within a single conceptual framework. Practically, the findings suggest that global brand managers should adopt culturally and religiously sensitive communication strategies and proactively manage digital narratives to mitigate the escalation of brand hate amid socio-political controversies.
Abstract:Social interaction that occurs on social media serves not only as a means of social interaction but also as a primary platform for information dissemination and public opinion formation. However, the ease of access and interactivity…
nteractivity of social media also pose serious challenges regarding the application of digital ethics. Freedom in social media is not limitless freedom. Digital ethics involves principles and norms that govern user behavior in creating, producing, and distributing content with full responsibility. The 2020 Digital Civility Index (DCI) report regarding changes in community behavior in social media usage and forms of communication interaction places Indonesia at the lowest rank in the civility index. Incivility in social media conduct by the community results in significant vulnerability and threats of division, unrest, and conflict within society. Digital ethics involves principles and norms that govern user behavior in creating, producing, and distributing content with full responsibility. Ethics and morals have an attachment to one another.
Keywords: Digital Ethics, social media, values, socio-cultural
Abstract: Abstract Patient safety incidents remain a critical healthcare problem in Indonesia, particularly within hospital settings. Patient safety goals are an essential priority for healthcare providers, especially nurses, who…
ses, who serve as the frontline workforce delivering continuous care. Optimal implementation of patient safety goals requires adequate knowledge, supportive attitudes, and strong professional performance from nurses. Effective adherence to these goals plays a key role in preventing adverse events that may harm or endanger patients. This study aimed to examine the relationship between nurses’ knowledge and attitudes with the implementation of Patient Safety Goals in a private hospital in West Sumatra, Indonesia. A descriptive quantitative method with a cross-sectional design was used. A total of 35 nurses were selected through total sampling. Data were collected using validated questionnaires (KPSQ, APSQ, IPSG I–VI). Statistical analysis employed the Chi-Square test with a significance level of p < 0.05. Results showed that more than half of the nurses demonstrated good knowledge (51.4%), positive attitudes (57.1%), and good implementation of patient safety goals (54.3%). Chi-Square analysis revealed significant associations between knowledge and patient safety goal implementation (p=0.044<0.05), as well as between attitudes and patient safety goal implementation (p=0.012). The study concludes that nurses’ knowledge and attitudes are significantly related to the implementation of patient safety goals. Continuous training and regular dissemination regarding patient safety standards are recommended to strengthen nurses’ adherence to SOPs and to enhance the overall patient safety culture within the hospital.
Keywords : Knowledge; Attitudes; Patient Safety Goals; Nurses; Hospital