Abstract:The rapid advancement of artificial intelligence (AI) offers new opportunities to enhance teaching and learning in early education. This study applies deep learning approaches to support early cognitive development among…
primary students in an Indonesian Islamic school. A hybrid Convolutional Neural Network (CNN) and Long Short Term Memory (LSTM) model was designed to analyse students’ cognitive patterns, attention, and engagement. Using a mixed-methods design, the research involved 60 students aged 8–10 at MIS Terpadu Alhijrah Bintuju. The model processed multimodal classroom data to generate adaptive feedback and personalized learning pathways. Results showed significant improvements in attention (+18%), memory recall (+22%), and problem-solving (+25%) after eight weeks of AI-assisted learning. Qualitative findings revealed higher motivation, engagement, and self-regulation. The study demonstrates that culturally aligned AI systems can effectively enhance early cognitive development and promote learner autonomy in Islamic primary education.
Abstract:The last phase that assesses the efficiency of law enforcement in the Indonesian legal system is the execution of civil decisions. Despite having a solid legal foundation thanks to the Reglement Buitengewesten (RBg) and…
the Herzien Inlandsch Reglement (HIR), its execution frequently encounters a number of challenges. The purpose of this study is to examine how civil judgments are carried out, including the legal foundation, several forms of execution (such as real, payment of money, and vacating), stages of implementation (such as aanmaning, execution seizure, and forceful execution), and practical challenges. Normative juridical study using a conceptual and statutory approach is the methodology employed. The study's findings show that the primary causes of execution failure are non-legal barriers like social opposition and a lack of official backing, as well as legal barriers like verzet, derden verzet, and ambiguous verdicts. Effective, efficient, and equitable execution of civil judgments requires systemic change and interagency cooperation.
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.
Abstract:This study aims to determine “The Relationship Between Workload and Work Stress Among Employees at PT Everbright Rantauparapat Branch.” Workload was measured through indicators of targets to be achieved, working conditions,…
itions, use of working time, work standards, and work stress was measured through indicators of task demands, role demands, organizational leadership, and interpersonal demands. The research population consisted of 36 people with a saturated sampling technique. Primary data were obtained from Likert-scale questionnaires. Based on the results of data analysis conducted, it was found that the research data met the normality assumption, as indicated by a significant value of 0.087, meaning that the data were normally distributed. In addition, the results of the linearity test showed a significance value of deviation from linearity of 0.500, which means that the relationship between workload and work stress is linear. Furthermore, the results of the simple linear regression test showed that there was a relationship between workload and work stress with a result of 0.534, meaning that there is a fairly strong relationship between workload and work stress.
Abstract:PT Telkom Indonesia, as the largest telecommunications company in Indonesia, has implemented Jira within its Digital Business and Technology Division as a primary project management tool to support collaboration, task organization,…
ganization, and project monitoring. This study focuses on three key independent variables individual competence, organizational culture, and training and development which are considered essential elements in improving human resource quality. These factors directly influence team capability as a mediating variable, which in turn affects employee performance as the dependent variable. The research was conducted through a survey of 146 respondents from the Digital Business and Technology Division of PT Telkom Indonesia. The findings are expected to provide strategic insights for optimizing the use of project management tools to enhance employee performance, ensuring that their implementation aligns with team characteristics, organizational culture, and technical readiness.
Abstract:Democracy in Indonesia faces problems such as the disruption of freedom of expression in criticizing the government, physical violence committed by a junior high school principal against a teacher in Jombang Regency, East…
t Java. Principals who are far from democratic values such as deliberation or expressing opinions, Public Junior High Schools in Merauke are less able to control subordinates. This study aims to analyze the implementation of quality-based democratic leadership by Public Junior High School principals in Merauke Regency and identify supporting and inhibiting factors. The method used in this study is a qualitative descriptive approach with primary data sources in the form of in-depth interviews, direct observation, and documentation in five Public Junior High Schools in Merauke, as well as secondary data in the form of archives and educational regulations. The results show that a quality-based democratic leadership style can create a collaborative work climate that improves teacher performance and the quality of educational services, if balanced with effective coordination, continuous motivation, and transparency in decision-making. However, obstacles were also found in the form of a lack of firmness of leaders in enforcing discipline, weak consistency in providing examples, and the influence of local culture that gives rise to personal sentiments. Supporting factors include active teacher involvement in school program planning, support from local government policies, and school accreditation that encourages quality improvement. The conclusion of this study is that democratic leadership of quality-oriented school principals is effectively implemented if accompanied by increased managerial competence, strengthening the role of the school principal as a motivator, and a commitment to transparency and professionalism.
Abstract:This study is a quantitative research aimed at determining the effect of leadership style and work discipline on employee performance at PDAM Tirta Jeneberang in Gowa Regency. The sample was taken from PDAM Tirta Jeneberang…
ang in Gowa Regency. The type of data used in this study is quantitative data obtained from questionnaires distributed and related to the issues under study. The sampling technique used in this study was the Slovin formula. The sample processed in this study consisted of 80 people. Data collection was carried out by distributing questionnaires. In this study, the data sources used in data collection included primary and secondary data. The research instrument used in this study was the Likert scale method. The results of the study were processed using the Statistical Package for the Social Sciences (SPSS) version 27 application. Based on the results of the study, it was found that leadership style and work discipline had a positive and significant effect on employee performance.
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:Mental disorders are a health problem that remains a major challenge in Indonesia. Auditory hallucinations are a sensory perception disorder that often occurs in patients with schizophrenia. Patients have difficulty distinguishing…
inguishing between real and unreal stimuli, which can lead to risky behaviors such as harming themselves or others. One non-pharmacological intervention that can be applied to address hallucinations is the rebuke technique, which is a firm and directed verbal action to reject perceived hallucinations. The purpose of this study is to describe nursing care for patients with sensory perception disorders: auditory hallucinations with the application of the rebuke technique as the main intervention. This study uses a descriptive case study approach on one patient in the Flamboyan Ward of Dr. RM. Soedjarwadi Klaten Mental Hospital. Data collection was carried out through interviews, observations, and documentation studies, then analyzed based on the stages of the nursing process. The results showed that after the rebuke technique intervention was consistently implemented for three days, there was a decrease in the frequency of hallucinations from 3-4 times to 1-2 times a day. The patient also showed an increase in the ability to recognize and reject hallucinations independently. Furthermore, the patient began to engage in social interactions and participate more actively in daily activities. The conclusion is that the reprimand technique has proven effective as a nursing intervention in addressing auditory hallucinations. This intervention is simple, easy to implement, and can improve the patient's coping skills in dealing with hallucinatory symptoms.
Abstract:This study analyzes the phenomenon of homophone pyramid language in the Lani Tribe of Papua Pegunungan, revealing that homophones in the Lani language are not merely linguistic coincidences but embody unique phonological…
patterns and semantic variations deeply connected to the tribe’s cultural and environmental context. Through descriptive linguistic analysis and field-based data collection, the study identifies several instances of lexical homophony such as tu (“door” / “road”), mayu (“rain” / “salt”), nengge (“eat” / “drink”), ngilu (“cucumber” / “snack”), eyo (“tree” / “barren”), kolee (“leader” / “older man”), abila (“pregnant” / “fat man”), and anuka (“head” / “Anuak tribe”). These examples demonstrate that meaning in the Lani language is primarily determined by contextual cues and pragmatic usage. The findings suggest that homophones in Lani function as linguistic features and cultural expressions that reflect the tribe’s perception of nature, community roles, and social identity. This research contributes to a broader understanding of Papuan linguistics and underscores the importance of preserving indigenous languages as repositories of cultural knowledge and intellectual heritage.