Improving forecasting particularly time series forecasting accuracy, efficiency and precisely become crucial for the authorities to forecast, monitor, and prevent the COVID-19 cases so that its spread can be controlled more effectively. However, the results obtained from prediction models are inaccurate, imprecise as well as inefficient due to linear and non-linear patterns exist in the data set, respectively. Therefore, to produce more accurate and efficient COVID-19 prediction value that is closer to the true COVID-19 value, a hybrid approach has been implemented. Thus, aims of this study is (1) to propose a hybrid ARIMA-SVM model to produce better forecasting results. (2) to investigate in terms of the performance of the proposed models and percentage improvement against ARIMA and SVM models. statistical measurements such as MSE, RMSE, MAE, and MAPE then conducted to verify that the proposed models are better than ARIMA and SVM models. Empirical results with three real datasets of w.....

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The purpose of this systematic literature review (SLR) is to identify: (a) the topic of the study, (b) the research methods used, and (c) the results of research on Mathematics education in Malaysia. This study discusses the use of teaching aid (TA) in the field of syllabus and geometry for Form 2 students. The use of TA is considered highly successful and relevant for educators to improve the quality of the teachers instructions and students understanding. Therefore, using the rules of optional reporting items for systematic review and meta-analysis (PRISMA) by Moher et al. (2015), a review system was carried out to determine the appropriate strategies and variables for the field. Four stages constitute the PRISMA paradigm used in this study: identification, screening, qualification, and admission. Using criteria opted by researchers from multiple searches, including Google Scholar, Researchgate, Scopus, and Emerald, over 20 papers were identified for additional investigation. The dat.....

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This study aims to review student-athletes resilience power, coping power, and protective power in surviving the new norm routine in Malaysia. Aspects of the resilience dimension include self-confidence, self-discipline, self-ability, self-control, and self-determination. In addition, this study also aims to identify whether there are differences in resilience and coping dimensions based on some demographic factors. Both aspects of the survey, namely the level of resilience and coping, identify this difference obtained from data collected through questionnaires. The study sample consisted of school students in Malaysia. A total of 190 study samples were randomly selected. This study uses a quantitative approach. The findings of the study through exploratory analysis using principal component analysis (PCA) revealed the structure of four factors: self-confidence, self-discipline, self-ability, and self-control. Structural equation modeling (SEM) showed that the scale items formed four f.....

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Global culture is currently still growing and developing massively in countries all over the world. It allegedly causes more harm to develop countries, including Indonesia. It is feared that Indonesia will increasingly lose its national identity, which should be maintained. To date, some Indonesians think that values from foreign countries are the best, while local cultural values are outdated. This research aimed to assess the Sundanese cultural values as part of Indonesian culture to be used as a reference for developing indicators of achieving character education goals, especially for elementary school students. The method used was an exploratory method with an ethnographic approach. The stages of research were: 1) observing the socio-cultural activities of Naga Village community related to the cultivation of family educational values; 2) creating descriptive narratives in the context of cultivating parental educational values for their children in Naga Village community; and 3) ana.....

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Fasting months will affect the nutritional intake of football players. They will start fasting from sunrise until sunset and do not even consume water. However, the training session still needs to be conducted to prepare the players for the league. Maintaining their strength and muscle mass still becomes an essential and crucial factor. In that sense, this study was conducted to investigate the effect of a fasting month on resistance training outcomes, specifically on the player's muscle mass and body fat percentage. Twenty-eight youth football players were purposively selected for this study, and they were randomly divided into the control group (CG) (n=14) and the resistance training group (RT) (n=14). Both groups underwent the same cycle of fasting time, including early morning meals, after-sunset dinners, and regular football training sessions. The CG group did not engage in any resistance training program for the study, whereas the RT group completed 65% of 1RM for bench press, pl.....

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A body-scaling approach, namely pi ratios, has been developed to provide systematic guidelines for manipulating junior sports. This approach is used to reduce the constraints in junior sports as efficiently as possible, facilitating children to learn the skills quickly. Therefore, the study aimed to examine the best racquet size by demonstrating a body-scaling approach to modify racquets using arm length-to-racquet length ratios. A total of twelve boys with one to two years of badminton experience participated in the study. The arm length of participants was measured to create arm length-to-racquet length ratios. Participants executed badminton skill tests (e.g., short serve, clear, and drop) using three types of racquets which were racquets A (1.1:1.0), B (1.0:1.0), and C (0.9:1.0). One-way ANOVA with repeated measures was conducted to compare the scores in all badminton skills tests across the three types of racquets. The findings of this study showed that participants performed best.....

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