Abstract:Education plays an important role in improving the quality of human life, but economic constraints often prevent many students from continuing their education. The Smart Indonesia Program (PIP) was launched to address these…
ese issues by providing educational assistance. However, in its implementation, the selection of PIP recipients at IT Al-Ikhsan Private Junior High School is still inaccurate. This research aims to classify the eligibility of PIP recipients using the Naive Bayes method. This method is applied to student data from the school's Dapodik in 2024 which consists of 265 students. The data is processed through CRISP-DM data mining stages, namely Business Understanding, Data Understanding, Data Preparation, Modeling, Evaluation, and Deployment. As a result, the Naive Bayes model showed an accuracy of 92.31% with a precision value for the “Yes” class of 89%, recall 100%, and F1-score 94%. In conclusion, variables such as means of transportation, KPS and KIP recipients, parents' income, and distance from home to school affect the eligibility of PIP recipients.
Abstract:Vocational education requires teachers with optimal performance in order to produce graduates who are competent and prepared to face the demands of the workforce. Teacher performance is influenced by various factors, including…
luding principal leadership and teacher workload, both of which are directly related to the implementation of instructional duties and school administration. This study focuses on the influence of principal leadership on teacher performance, the influence of teacher workload on teacher performance, and the simultaneous influence of both variables on teacher performance at SMKN 1 Puloampel. The study employed a quantitative method with a descriptive survey approach involving 55 teachers selected through a total sampling technique. Data were collected through observation and questionnaire distribution using a Likert scale and were subsequently analyzed using the t-test and F-test with the assistance of IBM SPSS Statistics 24.0. The findings revealed that principal leadership did not have a positive and significant effect on teacher performance, whereas teacher workload had a positive and significant effect on teacher performance. Simultaneous testing further indicated that principal leadership and teacher workload collectively did not exert a significant effect on teacher performance. These findings demonstrate that teacher performance is more strongly influenced by internal factors such as professional competence, work motivation, teaching experience, and task management abilities. The novelty of this study lies in the finding that a proportionally organized teacher workload is capable of enhancing teachers’ discipline, responsibility, and work effectiveness, while principal leadership has not yet demonstrated a significant influence on teacher performance within the vocational school environment. This study contributes to the development of vocational education management through the strengthening of teacher professionalism and balanced workload management.
Abstract:This study is motivated by the low level of senior high school students’ critical thinking skills in Biology learning in Indonesia and the urgent need for instructional innovations that effectively foster higher-order thinking…
thinking skills. The primary research problem lies in the inconsistency of findings from previous studies regarding the effectiveness of Project-Based Learning, thus necessitating a comprehensive analysis to obtain more robust and integrated conclusions. The study aims to examine the effect of Project-Based Learning on students’ critical thinking skills and to identify moderating factors influencing this effect through a meta-analysis of 27 relevant studies. The results indicate that Project-Based Learning has a significant impact, with a cumulative effect size of 0.98, categorized as large and consistent, supported by low heterogeneity (I² = 18.70%) and strong resistance to publication bias. The findings further reveal that critical thinking indicators serve as the most dominant moderating factor, while sample size and additional variables do not show significant influence, and the standalone model demonstrates slightly higher effectiveness than combined approaches. The conclusion affirms that Project-Based Learning is effective in enhancing critical thinking skills through contextual, active, and student-centered learning. The novelty of this study lies in the systematic integration of multiple studies through meta-analysis, producing strong empirical evidence, as well as the comprehensive identification of moderating factors that have been rarely explored, thereby contributing both theoretically and practically to evidence-based Biology education development.
Abstract:This research aims to analyze the influence of the work environment and work discipline on employee performance at PT. Telkom Witel Bekasi. Human Resources (HR) are a critical element in achieving a company's vision and…
mission, where employee performance is greatly influenced by environmental factors and work discipline. This study uses a quantitative approach with a population of 46 organic employees, sampled through the saturated sampling method. Data was collected through observation and questionnaires, then analyzed using data quality tests, classical assumption tests, hypothesis tests, and multiple linear regression. The results show that both the work environment and work discipline have a significant effect on employee performance, both partially and simultaneously. The work environment has a positive influence on performance by 35%, while work discipline contributes 44.2%. Simultaneously, these two variables affect employee performance by 45.7%, while the remaining 54.3% is influenced by other factors not examined. In conclusion, improving a conducive work environment and good work discipline can enhance employee performance at PT. Telkom Witel Bekasi.
Abstract:Employee performance is a crucial factor in supporting the success of government organizations in achieving public service objectives. The Department of Education and Culture of Jayapura City continues to face various challenges…
allenges related to work motivation, work discipline, and the work environment, which are presumed to influence employee performance. This study aims to analyze the effects of work motivation, work discipline, and the work environment on employee performance, both partially and simultaneously. The research employed a quantitative approach with an explanatory research design. The study population consisted of 87 employees, all of whom were selected as respondents through a saturated sampling technique. Data were collected using questionnaires and analyzed through multiple linear regression with the assistance of IBM SPSS Statistics. The findings reveal that work motivation has a positive and significant effect on employee performance, with a significance value of 0.002 and a regression coefficient of 0.388. Work discipline also demonstrates a positive and significant effect, with a significance value of 0.002 and a regression coefficient of 0.310. The work environment emerges as the most dominant variable, with a significance value of 0.000, a regression coefficient of 1.238, and a beta coefficient of 0.417. Simultaneously, work motivation, work discipline, and the work environment significantly influence employee performance, as indicated by an F-statistic of 40.438 and a significance value of 0.000. The coefficient of determination (R Square) of 0.594 indicates that 59.4% of the variation in employee performance can be explained by these three variables. The novelty of this study lies in its empirical evidence that the work environment constitutes the most dominant factor affecting employee performance within the Department of Education and Culture of Jayapura City, an institution characterized by distinctive organizational features and service-area conditions.
Abstract:The rapid advancement of digital technology and the increasingly widespread penetration of the internet have significantly driven the growth of e-commerce in Indonesia, leading to notable changes in consumer behavior in…
making purchasing decisions. This condition requires business actors to comprehensively understand marketing factors that play a crucial role in influencing consumer decisions on e-commerce platforms, particularly those related to price, promotion, and product quality. The research problem of this study focuses on how these three variables shape consumer purchasing decisions amid increasingly intense e-commerce competition. This study aims to analyze the influence of price, promotion, and product quality on purchasing decisions in e-commerce by employing a qualitative approach through a literature review of various relevant scholarly sources, including both national and international journals. The findings indicate that competitive pricing aligned with consumers’ perceived value has a strong influence on attracting purchase intentions, while appropriate, sustainable, and communicative promotional strategies are able to enhance consumer awareness and purchase motivation. On the other hand, product quality is proven to be a key determinant in building trust, satisfaction, and consumer loyalty in online transactions. The conclusion of this study confirms that price, promotion, and product quality simultaneously contribute positively and significantly to e-commerce purchasing decisions. The novelty of this scholarly work lies in its conceptual synthesis that integrates these three variables within the context of Indonesian e-commerce consumer behavior, providing a holistic understanding that can serve as a strategic basis for decision-making among digital business practitioners in the technology-based economic era.
Abstract:This study aims to analyze the influence of shipping cost efficiency and freight forwarder quality on export delivery performance at PT Sinar Sawit Sentosa, a palm oil exporting company facing challenges related to rising…
g logistics costs and increasing demands for delivery timeliness. The research problem focuses on the extent to which shipping cost efficiency and the quality of freight forwarder services can improve export delivery performance in a measurable and sustainable manner. A quantitative approach was applied by collecting survey data from the company’s logistics managers and export managers to capture perceptions and experiences related to the research variables. Data analysis was conducted using structural equation modeling to examine the causal relationships among shipping cost efficiency, freight forwarder quality, and export delivery performance. The results indicate that shipping cost efficiency has a positive and significant effect on export delivery performance through reduced operational costs, improved logistics coordination, and smoother export processes. Freight forwarder quality is also proven to have a positive and significant effect through enhanced service reliability, documentation accuracy, and delivery timeliness. The conclusion confirms that the combination of cost efficiency and logistics service quality constitutes a strategic factor determining the success of corporate export delivery. The novelty of this study lies in integrating the measurement of cost efficiency and freight forwarder quality using a SEM approach applied to the Indonesian palm oil export industry, a context that has received limited empirical attention. This contribution provides empirical evidence for the development of export logistics management and strategic decision-making, enriches the academic logistics literature, and offers practical implications for improving national export competitiveness, formulating corporate policies, and managing long-term logistics partnerships based on measurable performance and efficiency orientation. The findings are expected to serve as a reference for future research and professional practice in agribusiness sectors oriented toward global markets with high logistics risks and intense competition that demand continuous, data-driven managerial innovation grounded in reliable and context-specific empirical evidence for the future of national industries.
Abstract:This study presents the results of a systematic literature review highlighting the effectiveness of game-based badminton learning approaches as a relevant instructional strategy in physical education. A review of eight selected…
elected articles indicates that the integration of game-oriented activities can enhance students’ fundamental technical skills, tactical understanding, and enthusiasm throughout the learning process. An in-depth analysis of the findings reveals that learning models that position students at the center of activity are able to facilitate more meaningful learning experiences through game situations that closely resemble real on-court conditions. Furthermore, the interaction patterns created through game activities contribute to the development of psychomotor skills and increase students’ readiness to engage confidently in competitive scenarios. Evaluation of various forms of implementation suggests that game-based learning innovations, whether through structured models or application-based media, hold significant potential to improve the quality of badminton instruction. Nevertheless, this review also identifies several challenges, including limited long-term studies, research concentration at specific educational levels, and insufficient exploration of affective and cognitive variables. These findings emphasize the need for further research with broader coverage to gain a deeper understanding of how game-based approaches can be implemented sustainably and deliver optimal benefits for students’ competency development across diverse physical education contexts in Indonesia.
Abstract:This study aims to empirically analyze the effect of exchange rates and interest rates on the stock prices of banking companies listed on the Indonesia Stock Exchange during the 2020-2024 period. The research employs a quantitative…
uantitative approach with a causal-associative design and utilizes secondary data obtained from official publications of Bank Indonesia (BI) and the Indonesia Stock Exchange (IDX). The research population consists of 45 banking companies, from which 20 companies meeting the sampling criteria were selected using purposive sampling. Data analysis was conducted comprehensively through descriptive analysis, classical assumption tests, multiple linear regression, and hypothesis testing with the assistance of SPSS software. The findings reveal that, partially, exchange rates have a significant negative effect on stock prices, and interest rates also exert a significant negative effect. Furthermore, simultaneous testing confirms that both independent variables significantly and negatively influence banking stock prices. These results highlight that macroeconomic volatility, particularly exchange rate fluctuations and interest rate movements, are crucial determinants to be considered in capital market analysis. Academically, this study contributes to the literature on the relationship between macroeconomic indicators and stock price dynamics, while practically, the results may serve as a reference for investors in making investment decisions, for policymakers in formulating economic stabilization strategies, and for banking institutions in anticipating market risks arising from both global and domestic economic uncertainty.
Abstract:Cooperatives are membership-based economic entities that play a vital role in driving the growth of the microeconomic sector and improving member welfare through the principles of economic democracy. The sustainability of…
f cooperative performance heavily depends on effective financial management, particularly in maximizing the utilization of cash, receivables, and assets to enhance profitability. This study aims to examine the influence of cash turnover, receivables turnover, and total asset turnover on the profitability of cooperatives, as measured by Return on Assets (ROA) as a financial performance indicator. The research employs a quantitative approach using multiple linear regression analysis, based on secondary data from cooperative financial statements covering the period from 2019 to 2024. The analysis results show that both simultaneously and partially, the three independent variables have a positive and significant effect on profitability. Cash turnover and total asset turnover are the primary determinants in improving ROA, reflecting the importance of efficiency in managing liquidity and productive assets. Meanwhile, although receivables turnover is also significant, it requires strict supervision in the implementation of credit policies to avoid an increase in non-performing receivables. These findings contribute empirical evidence to the literature on cooperative financial management and offer practical implications for cooperative managers in designing financial resource management strategies aimed at improving performance and business sustainability. Therefore, optimizing the management of cash, receivables, and assets should be a strategic priority within cooperative financial systems to withstand increasingly complex and competitive economic dynamics.