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 proposes a linear regression-based intelligent calibration approach to improve the accuracy of water turbidity sensor readings in an Arduino microcontroller-based embedded system. The primary objective of this…
research is to develop a mathematical model capable of converting analog values from the Analog-to-Digital Converter (ADC) into a numerical representation that reflects the actual water turbidity level in Nephelometric Turbidity Units (NTU). The calibration process was performed using a standard Hanna Turbidity Meter with water samples ranging from 0.56 NTU to 500 NTU. Measurement results demonstrated a strong linear relationship between the ADC value (495–686) and NTU, with an average system accuracy level above 90%. Comparison of sensor measurements with the standard instrument showed an error margin below 5%, confirming the reliability of the linear regression model in compensating for optical sensor nonlinearities.
Abstract:This study aims to analyze the extent to which political awareness influences political participation among first-time voters. The study used a quantitative approach with a correlational method. The sample was 124 first-time…
time voters from a total population of 182 PPKn students from the Faculty of Teacher Training and Education, Cenderawasih University, who were selected using a purposive sampling technique. Data were collected through a Likert scale questionnaire and analyzed using validity, reliability, Pearson correlation, and simple linear regression tests using SPSS 26. The results showed that the majority of respondents had a high to very high level of political awareness, as did their level of political participation. Statistical analysis showed a very strong relationship between political awareness and political participation (r = 0.826), with a significant positive effect of 68.2%. Based on the research results, it can be concluded that the higher the political awareness of first-time voters, the higher their participation in elections. Political awareness is a key factor driving the involvement of the younger generation in the democratic process. Therefore, first-time voters are expected to be more active and critical in determining their political choices, while political parties and prospective leaders need to convey clear, transparent, and educational political messages. Furthermore, educational institutions play a strategic role in fostering students' political awareness as part of civic education, thereby shaping a generation that is critical, participatory, and responsible for the future of Indonesian democracy.
Abstract:Background: Maintaining children's health is a special concern for parents. Changes in children's health conditions are influenced by changes in weather, one of the symptoms that often occurs in children is fever or hyperthermia.…
rthermia. One of the non-pharmacological treatments is by administering Water Tepid Sponge (WTS). Water Tepid Sponge is a combination of warm compress techniques, superficial vascular block compress techniques and wiping techniques. The compression technique is carried out at several points where there are large blood vessels (neck folds, right and left axillary folds, right and left thigh folds) so that vasodilation occurs and then accelerates evaporation and conduction to lower body temperature in children. Objective: To determine the effectiveness of administering Water Tepid Sponge (WTS) to reduce body temperature in toddlers with hyperthermia problems in Panican Village. Method: This study used a descriptive case study with respondents of toddlers with hyperthermia problems. The focus of this case study is the provision of Water Tepid Sponge (WTS) with hyperthermia problems as a nonpharmacological action. This study was conducted in Panican Village for 3 days starting on 23-25 June 2025. Results: After being given Water Tepid Sponge (WTS) for 3 days with 1 meeting within 15-30 minutes using water temperature of 37oC40oC, the child's body temperature decreased, the initial result was 38.7oC and after being given Water Tepid Sponge (WTS) for 3 days, the result was 37.3oC. Conclusion: Providing Water Tepid Sponge (WTS) can reduce body temperature in toddlers with hyperthermia problems in Panican Village.
Abstract:This study aims to analyze the influence of Transformational Leadership, Work Climate, and Skill Variety on the effectiveness of teacher work teams at Integrated Islamic Junior High Schools in the Riau Islands Province.…
The research uses a quantitative approach with a survey method. The sample consists of 120 teachers selected through proportional stratified random sampling. The research instrument is a Likert-scale questionnaire that has been tested for validity and reliability. Data analysis was carried out using Spearman correlation tests and non-parametric regression with the aid of SPSS version 29.00. The results show that all independent variables are positively and significantly related to teacher work team effectiveness (Transformational Leadership: ρ = 0.757; Work Climate: ρ = 0.795; Skill Variety: ρ = 0.767; p < 0.05). Non-parametric regression testing indicates a significant simultaneous effect (ρ = 0.000). Partially, Transformational Leadership (p = 0.253; p = 0.000), Work Climate (ρ = 0.355; p = 0.000), and Skill Variety (ρ = 0.282; p = 0.000) significantly influence teacher work team effectiveness. Work climate is proven to be the dominant factor affecting team effectiveness. The implications of this study affirm that improving teacher work team effectiveness must be carried out holistically through strengthening school principals’ transformational leadership, creating a conducive work climate, and developing teachers’ skill variety.
Abstract:Penelitian ini menyoroti krisis integritas kepemimpinan yang melanda Indonesia dan gereja, yang kerap dipengaruhi oleh adopsi model kepemimpinan sekuler yang pragmatis serta mengabaikan spiritualitas Alkitabiah. Walaupun…
keteladanan Yesus menjadi acuan utama, kajian teologis khusus tentang integritas spiritual kepemimpinan-Nya dalam Injil Matius masih terbatas. Tujuan penelitian ini adalah mendeskripsikan dan menganalisis integritas spiritual Yesus dalam Injil Matius serta menggali implikasinya bagi kepemimpinan Kristen di Indonesia, khususnya bagi guru Pendidikan Agama Kristen dan pemimpin gereja. Penelitian menggunakan metode kualitatif deskriptif dengan studi literatur serta eksegesis historis-gramatikal dan teologis terhadap Injil Matius. Hasil penelitian mendefinisikan integritas secara holistik sebagai kesatuan identitas diri, keaslian hidup, keberanian moral, kedekatan dengan Allah, dan kompetensi praktis. Integritas ini berakar pada relasi dengan Allah dan menuntut keselarasan antara perkataan, tindakan, serta kehendak-Nya. Kepemimpinan Kristen dipahami bukan sekadar kapasitas manusiawi atau posisi, melainkan panggilan ilahi yang menuntut visi rohani, integritas, dan pelayanan kasih. Empat kualifikasi integritas kepemimpinan Yesus yang ditemukan adalah: (1) Kepemimpinan melalui kehidupan doa yang tekun sebagai dasar ketergantungan total pada Allah dan ketaatan kepada kehendak-Nya; (2) Kepemimpinan sesuai tuntunan Roh Kudus sebagai sumber wibawa dan kuasa yang bersumber dari pengurapan ilahi; (3) kepemimpinan berdasarkan kebenaran firman Tuhan sebagai otoritas tertinggi, sumber kebenaran, inspirasi, hikmat, dan pendoman kehidpan; dan (4) kepemimpinan berkarakter ilahi yang nyata melalui kasih agape, kerendahan hati, belas kasihan, kejujuran, ketulusan, serta penolakan terhadap kemunafikan. Kesimpulannya, integritas kerohanian merupakan pilar fundamental yang menyatukan kedalaman spiritualitas dengan kredibilitas praktis, sekaligus memberikan kerangka teologis yang kokoh untuk membangun kepemimpinan Kristen yang otentik dan transformatif di tengah krisis integritas.
Abstract:Obesity is a condition of abnormal or excessive fat accumulation which can be a risk factor for dyslipidemia. Uncontrolled dyslipidemia can directly cause endothelial dysfunction by increasing the production of free radicals,…
cals, causing Low Density Lipoprotein (LDL) oxidation and stimulating the release of inflammatory factors that can cause inflammation. Neutrophils and macrophages are the first leucocytes to appear in the early response to inflammation, so the neutrophil-lymphocyte ratio can be useful for evaluating the prognosis of inflammation as an early detector and as a marker of inflammation that can be detected simply and efficiently. This study aims to determine the correlation between Neutrophil-Lymphocyte Ratio (NLR) and Lipid Profile in adult patients with obesity in Prodia Tangerang Clinical laboratory. This study is an analytical study with a cross-sectional approach and used purposive sampling technique. The research sample data was taken from secondary data from patient medical records. The p-value obtained using Rank Spearman correlation from the comparation of neutrophil-lymphocyte ratio with each lipid profile value is total cholesterol (p=0.003), LDL cholesterol (p=0.013), High Density Lipoprotein (HDL) cholesterol (p=0.375) and tryglicerides (p=0.316). This study found a relationship between the neutrophil-lymphocyte ratio with total cholesterol dan LDL cholesterol, but there was no relationship between the neutrophil-lymphocyte ratio with HDL cholesterol and tryglicerides in obese adult patient in Prodia Tangerang Clinical Laboratory.
Abstract:Penelitian ini bertujuan untuk mengetahui pengaruh pengembangan sumber daya manusia (SDM) terhadap kinerja karyawan di PT Perkebunan Nusantara IV Regional I. Pengembangan SDM mencakup motivasi, kepribadian, dan keterampilan,…
lan, sedangkan kinerja karyawan diukur melalui kualitas, kuantitas, waktu, biaya, pengawasan, dan hubungan antar karyawan. Metode penelitian menggunakan pendekatan kuantitatif dengan sampel jenuh, yakni 30 karyawan tetap bagian SDM & Sistem Manajemen. Data diperoleh melalui observasi dan kuesioner, lalu dianalisis dengan regresi linear sederhana menggunakan SPSS. Hasil penelitian menunjukkan pengembangan SDM berpengaruh signifikan terhadap kinerja karyawan, ditunjukkan oleh nilai t hitung 5,872 > t tabel 1,699 dengan signifikansi 0,000 < 0,05. Artinya, semakin baik program pengembangan SDM maka semakin meningkat pula kinerja karyawan. Penelitian ini menyarankan agar perusahaan terus meningkatkan pelatihan, memberikan apresiasi, dan mengembangkan keterampilan karyawan guna mendorong produktivitas secara berkelanjutan.
Abstract:This study examines the impact of ethical leadership, innovation adoption, and creativity on company performance within Indonesia's fast-fashion industry. As the industry faces increasing scrutiny regarding sustainability…
y and social responsibility, understanding the relationships between these organizational capabilities becomes crucial for competitive advantage. Using a quantitative methodology, this research employed saturated sampling of 87 managers from fast-fashion companies across major Indonesian cities including Jakarta, Bandung, Surabaya, and Medan. Data were analyzed using SmartPLS 4.0 through Partial Least Squares Structural Equation Modeling (PLS-SEM). The measurement model demonstrated strong reliability and validity, with all constructs exceeding recommended thresholds for Cronbach's Alpha (0.832-0.873), Composite Reliability (0.883-0.911), and Average Variance Extracted (0.603-0.671). Discriminant validity was confirmed through Fornell-Larcker criterion and HTMT ratios below 0.85. The findings reveal that ethical leadership, innovation adoption, and creativity function as complementary organizational resources that collectively enhance company performance rather than operating in isolation. These results provide empirical evidence for the synergistic effects of leadership behavior, technological orientation, and creative capacity in driving organizational success. The study contributes to management literature by demonstrating the integrated nature of these capabilities and offers practical guidance for fast-fashion companies seeking sustainable competitive advantage through ethical practices, systematic innovation, and creative organizational cultures.
Abstract:This study examines the influence of firm ethicality, green marketing, and corporate social responsibility (CSR) on brand loyalty toward Tokopedia, it also explores the moderating roles of brand reputation, environmental…
concern, and social influence. A survey of 56 Tokopedia users was analyzed using partial least squares structural equation modeling (PLS-SEM). Results show that firm ethicality significantly and positively influenced brand loyalty. In contrast, green marketing and CSR did not show significant effects, nor did any of the hypothesized moderating relationships. Interestingly, social influence, although not proposed as a direct predicator, demonstrated a significant direct effect on brand loyalty, highlighting the roles of normative and informational influence in e-commerce. Assessment of the measurement model confirmed satisfactory construct reliability, convergent validity, and discriminant validity. The structural model exhibited predictive relevance. The findings indicate that corporate ethics and social influence are key factors in fostering loyalty within Indonesia’s digital marketplace.