Abstract:This study explores how incorporating artificial intelligence improves institutional resilience and overcomes the rigidity of conventional, data-based methods to alter financial risk management. To find patterns in AI applications,…
applications, resilience theory, and integration pathways, a qualitative systematic literature review was carried out utilizing theme synthesis in accordance with PRISMA peer-reviewed protocols. Findings show that AI techniques, machine learning for tail-risk detection, deep learning for high-frequency forecasting, and explainable AI for transparent decisions, yield up to 28% reductions in forecasting errors and halve recovery times during crises. The hybrid CNN Transformer architectures and transformer-based NLP models significantly enhance predictive accuracy and forward-looking insights. The study suggests financial institutions adopt integrated AI frameworks, invest in data quality and human–AI collaboration, and implement principle-based governance to balance innovation with fairness and stability. Limitations include reliance on published literature and limited representation of emerging AI models, warranting future longitudinal and context-specific empirical research.
Abstract:This study aims to describe the implementation of the deep learning approach in Indonesian language learning and its impact on the development of critical and reflective thinking skills of high school students in several…
al schools in Makassar City. The deep learning approach is seen as an innovative learning strategy that emphasizes high-level thinking processes, active engagement, and deep reflection on teaching materials. The research method used is descriptive qualitative with data collection techniques through observation of learning activities, interviews with teachers and students, and analysis of learning outcome documents. The results of the study show that the application of the deep learning approach contributes positively to improving the quality of learning interactions and students' metacognitive awareness. Students show high ability to identify problems, analyze arguments, draw logical conclusions, and reflect on the learning process. Deep learning-based learning also strengthens collaborative interaction patterns in the classroom and encourages students' intellectual independence. Thus, the deep learning approach is relevant to be applied in Indonesian language learning in high school to foster critical, reflective, and literacy skills in accordance with the demands of 21st century education.
Abstract:This study aims to describe the utilization of interactive technology and artificial intelligence (AI) to enhance the competencies of 21st-century teachers within the Educational Coordination Office of Pangkatan Sub-District,…
rict, Labuhanbatu Regency, North Sumatra Province. The research employed a descriptive qualitative method with a field study approach through a six-day workshop. The subjects of this study consisted of 20 elementary school teachers who participated in training sessions on Quizizz, Wordwall, and the use of AI tools such as ChatGPT in the learning process. Data were collected through observation, interviews, pre-test and post-test assessments, as well as documentation, and were analyzed through data reduction, data presentation, and conclusion drawing. The findings indicate a significant improvement in teachers’ understanding and skills in integrating interactive technology and AI into the learning process. The average pre-test score of 70.00% increased to 89.00% in the post-test, indicating a 19.00% improvement in competency. In addition, teachers successfully developed gamification-based learning media using Quizizz and Wordwall, and utilized artificial intelligence to efficiently design teaching materials and evaluation tasks. The workshop activities also fostered teachers’ motivation, creativity, and digital awareness regarding the importance of innovation in 21st-century education.This study affirms that the integration of interactive technology and AI not only enhances teachers’ pedagogical competencies but also contributes to the development of a more adaptive, collaborative, and digitally relevant learning ecosystem aligned with the needs of the modern era.
Abstract:BUMDes Sepenuh Hati manages several businesses in Loa Duri Ilir Village, which encompass various village potentials in the fisheries sector, including fish farming, fish processing, fishing ponds, and alternative fish feed…
ed production. The utilization of these businesses requires the optimization of BUMDes in their management. The purpose of this research is to determine priorities for BUMDes Sepenuh Hati in managing the fishery potential of Loa Duri Ilir Village. The data collection technique used by the researcher involved questionnaires and interviews. The data analysis method uses the Analytic Hierarchy Process (AHP). This method allows for the analysis of the optimization of BUMDes Sepenuh Hati in managing fishery potential based on four aspects: the human resource aspect, the financial aspect, the marketing aspect, and the production aspect. The research results indicate that the main priority criteria for optimizing BUMDes are the human resource aspect, followed by the production aspect, the financial aspect, and lastly the marketing aspect. Based on the analyzed alternatives, BUMDes Sepenuh Hati received a facilitator recommendation from the fish farming group (Pokdakan) to assist in managing the fishery potential of Loa Duri Ilir Village.
Abstract:The community has the right to express aspirations, suggestions, and opinions in the village government's execution. The goal of this study is to examine how community rights are implemented and identify barriers to their…
r effective execution in village management. In particular, the preparation of the Draft Village Regulation aims to enhance the implementation of democracy in the Village. The research method employed is empirical legal research, utilizing primary and secondary data collection methods through in-depth observations and interviews. The results are based on field studies and documents from the Gunungsari Village Government, Tajinan District, Malang Regency. A qualitative juridical analysis is then carried out. The study's results show that implementing community rights in expressing aspirations, suggestions, and opinions is crucial in preparing the draft village regulations. In the planning activities for preparing village regulations, participation has been carried out through village deliberations and hamlet deliberations, which have identified inhibiting factors. First, there are still people who do not understand their rights. Second, there are still people who remain indifferent. Third, the community has not been informed about the village authority's plan to create village ordinances. Techniques for conquering difficulties 1). connecting the community's and the village government's perspectives, goals, and tactics. 2) Budgetary support from the village government for improving community human resources through education, training, and courses. 3) Village government programs and activity plans must be oriented towards improving community income and welfare. 4) Improved facilities and infrastructure for disseminating plans for drafting village regulations.
Abstract:This study aims to determine the difference in the level of financial literacy between women workers in the formal and informal sectors in the community in Tote Village, West Bolangitang District, North Bolaang Mongondow…
Regency. Financial literacy is an individual's ability to manage finances which includes aspects of knowledge, attitudes, and skills in making financial decisions. This study uses a quantitative method with a comparative approach. The population in this study is all women who work in the formal and informal sectors in Tote Village, with sampling using purposive sampling techniques. The research instrument is in the form of a questionnaire that is compiled based on financial literacy indicators, then analyzed using a different test (Independent Sample T-Test). The results of the study show that there is a significant difference in the level of financial literacy between women workers in the formal sector and the informal sector. Women in the formal sector tend to have a higher level of financial literacy compared to women working in the informal sector. These findings indicate the importance of more inclusive financial education and training programs, especially for women in the informal sector, to improve financial management skills and support the welfare of families and communities in a sustainable manner.
Abstract:Economics education plays a crucial role in developing entrepreneurs who understand economic concepts, possess managerial skills, financial literacy, and sustainable business innovation. Within the context of the Sustainable…
able Development Goals (SDGs), economics education contributes to job creation, inclusive economic growth, and socially and environmentally responsible businesses. Beyond simply transferring knowledge, this education shapes the character of creative, ethical, and sustainability-oriented entrepreneurs. Through a holistic approach, the values of business ethics, social responsibility, and environmentally friendly technology can be integrated into entrepreneurial practices. A literature review of research over the past five years shows that structured economics education can enhance individuals' capacity to build profitable businesses that positively impact society and the environment. Synergy between educational institutions, the government, and the private sector is needed to create an innovative and highly competitive entrepreneurial ecosystem.
Abstract:This study examines the ethical and pedagogical implications of deep learning integration in fourth-grade classrooms at SDN 100801 Pasar Sempurna, Indonesia. Through classroom observations, semi-structured interviews with…
h teachers, and document analysis, the research found that deep learning applications significantly improved student engagement and individualized learning outcomes. However, ethical concerns emerged regarding data privacy, unequal access to digital tools, and limited teacher preparedness. Teachers expressed uncertainty in balancing technological autonomy with moral and pedagogical control. The study concludes that while deep learning supports more adaptive and inclusive learning environments, its ethical implementation remains constrained by insufficient institutional policies and digital literacy. Strengthening teacher competence and establishing transparent ethical frameworks are crucial for ensuring responsible AI integration in primary education. These findings provide practical insights into balancing innovation and ethics in early educational contexts.
Abstract:This study aims to analyze the role of human resources (HR) in marketing educational services, with a focus on the competence, motivation, and professionalism of educators and administrative staff. The research method used…
ed is descriptive qualitative research with data collection techniques through in-depth interviews, participant observation, and documentation studies at several educational institutions. The formulation of the research problem includes: (1) how HR competency influences the effectiveness of marketing educational services, (2) the influence of HR motivation and job satisfaction on service quality, and (3) the role of HR integration in educational marketing strategies. The results of the study indicate that HR has a strategic role in shaping the image and quality of educational services; HR competency and training improve marketing and service capabilities; HR satisfaction and motivation influence the quality of interactions with students and parents; and HR integration in marketing strategies is a key factor in the success of institutional promotion and branding. In conclusion, the success of marketing educational services is highly dependent on HR management and development, so educational institutions need to pay special attention to improving the quality, competence, and professionalism of HR to support competitiveness and customer satisfaction.
Abstract:Background: Cardiovascular disease (CVD) continues to be the predominant cause of global mortality. Polypill techniques that integrate various cardiovascular drugs into a single formulation have emerged as a potential method…
thod for primary prevention, especially in intermediate-risk populations.
Objective: To systematically review and synthesize evidence regarding the efficacy and safety of polypill formulations (comprising antihypertensive medications, statins, with or without aspirin) in comparison to standard care or placebo for the primary prevention of major adverse cardiovascular events (MACE) in intermediate-risk populations.
Methods: We conducted systematic review and meta-analysis in accordance with PRISMA 2020 standards (Systematic Review Registration: PROSPERO CRD420251184718). Various databases (PubMed, Cochrane Library, ScienceDirect, Scopus) were examined for original research published from January 2015 to October 2024. Studies were eligible if they assessed polypill therapies in individuals aged 30 to 70 years with intermediate cardiovascular risk (10-20% 10-year risk), reported composite major adverse cardiovascular events (MACE) outcomes, and included a minimum follow-up of 6 months. Two independent reviewers conducted screening, data extraction, and risk of bias evaluation utilizing the Cochrane RoB 2.0 tool.
Results: Of the 161 records discovered, 4 randomized controlled studies (HOPE-3, TIPS-3, PolyIran, PolyPars) with 31,501 people fulfilled the inclusion criteria. Polypill therapies showed a substantial decrease in composite MACE relative to control groups (pooled HR 0.67 (95% CI 0.60-0.75, p<0.001). Individual trial hazard ratios varied from 0.50 (PolyPars) to 0.66 (PolyIran) and 0.79 (TIPS-3) with moderate heterogeneity (I²=35.2%, p=0.20). Polypills were generally well- tolerated, with a safety profile consistent with the individual components. Medication adherence was enhanced with the polypill in comparison to multiple-pill regimens.
Conclusions: Polypill techniques markedly reduce major adverse cardiovascular events (MACE) in intermediate-risk patients for primary cardiovascular prevention, achieving around a 33% relative risk reduction. The fixed-dose combination strategy provides benefits in compliance and ease of use. These findings hold significant implications for healthcare systems in low-to-
middle-income nations, such as Indonesia, where the burden of cardiovascular disease is substantial and access to long-term cardiovascular drugs is frequently hindered by cost and complexity.