Spatial heterogeneity in family planning is a critical issue that reflects significant variations in contraceptive use and related indicators across regions, highlighting the need for targeted interventions to enhance family planning services. The Geographically Weighted Regression (GWR) model, a spatial analytical approach, incorporates geographic weights at each observation site to estimate localized regression parameters. This study aims to identify the GWR model and determine the factors influencing the Contraceptive Prevalence Rate (CPR) in 19 districts and cities in West Sumatera Province in 2023. The Adaptive Kernel Bisquare Function is employed to assign spatial weighting, while Cross-Validation (CV) is used to optimize the bandwidth, ensuring robust and localized model estimation. Using secondary data from the West Sumatera Central Bureau of Statistics, the study reveals substantial spatial variability in the factors influencing CPR. Key determinants include the number of fami.....

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Generative Learning is a strategy that have become increasingly in year 2020 to year 2024 among learners to actively engage with the material to construct their own understanding. However, not many instructors use this strategy in teaching and learning process and need to expose to the proper way to execute this strategy in classroom. The objective of this article is to reveal a systematic literature review about generative learning strategies in Mathematics teaching and learning process by analyzing its trend in Generative Learning Strategy (GLS). The review processes included five main methodological steps, namely guided by review protocol, formulation of research questions, systematic searching strategies based on identification, screening, and eligibility based on several well-known electronic databases such as Scopus and Google Scholar. The review process was then followed by analyzing 21 articles that were brought to quality appraisal, data extraction and analysis. The findings s.....

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This research aims to describe the process of developing the Fuzzy Delphi instrument to identify elements of the applied physics learning module integrated with STEM and Augmented Reality or AR (PhyARECi-STEM learning module). This questionnaire was developed based on the national standards of higher education analysis in Indonesia, Hilda Taba's curriculum model, module elements found in literature, interviews, and focus groups with experts. The study is descriptive. The 50-item questionnaire relates to learning outcomes, content, process, and assessment. Nine experts conducted the validity evidence of the Fuzzy Delphi questionnaire to ensure content validity. Subsequently, the questionnaire was distributed to 30 respondents to obtain reliability. The data analysis techniques used for validity and reliability were the Content Validity Index (CVI) and Cronbach's alpha. The study's results demonstrated the validity of the Fuzzy Delphi questionnaire, as evidenced by an I-CVI value within .....

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This study aims to characterise 4-Sulfocalix[4]arene (SC[4]) thin films using Atomic Force Microscopy (AFM) in analysing its thickness and surface morphology. Quartz substrates were cleaned using ultrasonic cleaning with an Elmasonic P70H. SC[4] thin films were then fabricated on a quartz surface using WS-400BZ-6NPP/A1/AR1 model spin coater from Laurel Technologies, producing thin films with 5, 10, 15, and 20 layers. Each thin film was characterised in the tapping mode of the AFM Park System NX-10. Scans were conducted on different film areas of different scales, and the data were analysed using XEI Data Processing and Analysis Software. Height measurements obtained via Line Profile analysis revealed a progressive increase in film thickness with the additional layers, demonstrating a significant linear relationship. AFM images showed precise 2D and 3D surface topography, indicating that the thin films became uneven and non-uniform with the addition of more layers. The findings demonstr.....

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X-Ray shielding efficiency of sand reenforced plastic concrete blocks synthesized using sand and waste sachet water plastic in the percentage ratio of 50:50, 30:70, 10:90 and 0:100 has been studied in this paper. The density of the synthesized concrete blocks and their x-ray shielding characteristics were measured using a densitometer and a set of x-rays shielding fixed diagnostic x-ray machine and digital Geiger counter respectively. The density value decreased as the sand percentage decreased from 1.922 gcm-1 to 1.250 gcm-1 with an increasing plastic percentage, resulting from the substitution of sand with lighter plastic. The linear attenuation coefficient (LAC) and the mass attenuation coefficient (MAC) values increased with an increase in the percentage of plastic while the tenth value layer (TVL) and half value layer (HVL) decreased with increase in the percentage of plastic in the concrete material. The value of the mean free path (MFP) appeared higher when more sand composition.....

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ChatGPT has taken the world by storm in recent years with its ability to interact and respond in a _human way_ form. Despite the warm reception, there are also concerns regarding integrity, plagiarism and worry about too much reliance on ChatGPT. Nevertheless, just like with other technologies, resistance is futile, yet its benefit must be embraced while maintaining some guidelines to be adhered. This paper presents the implementation of ChatGPT in teaching and learning theoretical parts of Introduction to Networking course. Though this is a laboratory-embedded course, the cognitive skills part still contributes to 40% of the assessment. It is challenging to maintain engagement and attract the attention of students during lecture sessions compared to laboratory sessions. Therefore, ChatGPT is utilized in various techniques to achieve the mentioned objective. Keywords: ChatGPT, Education, Teaching, Learning, Networking..

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The COVID-19 pandemic has had a significant impact on learning processes worldwide. It has been determined that the family's socioeconomic status (SES) is an important factor affecting the learning processes at this time. Students from higher-SES backgrounds usually have more access to educational resources and opportunities. On the other hand, students from lower-SES families are more likely to face problems that can get in the way of their learning. This study examines the effect of parents' educational background on students_ mathematical achievement, the relationship between parents' financial status and students' e-learning experiences, and the influence of parents' financial status on a student's mathematics achievement. For this quantitative study, 100 Form 4 students from SMK Dato Onn were randomly selected to answer 15 survey questions. To achieve the objectives of this study, descriptive and inferential analyses were carried out using the statistical software SPSS. The result.....

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Tuberculosis (TB) transmission frequently occurs in a household or group within a population, resulting in a variety of spatial patterns. However, the apparent spatial clustering of TB may represent the ongoing transmission or colocation of associated risk factors, which can vary significantly based on the type of data available, the analysis methods used, and the dynamics of the underlying population. This study aims to review the spatial analyses used for monitoring the trends involving and associations between risk factors and TB cases by applying the concept of spatial epidemiology. The role of the Geographic Information System in spatial epidemiology is discussed. Previous studies involving spatial analysis of TB cases - which include kriging, spatial autocorrelation, kernel density estimation, hotspot analysis, and regression analysis - are reviewed. The type of analysis was chosen based on the purpose of each study, which could explain the role of the transmission to reactivatio.....

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Learning analytics leverages the use of technology to gather and analyse data about student performance, engagement, and learning behaviours, which can help educators make informed decisions about how to improve learning outcomes. In higher education, learning analytics can provide insights into student engagement, performance, and learning pathways. Collaborative learning in higher education involves a group of students working together towards a common goal or task. Collaborative learning encourages students to work together to solve problems, analyse information, and make decisions, especially in self-directed learning environment. Through discussion and debate, students develop critical thinking skills and learn to approach problems from different perspectives to enhance problem-solving skills. Collaborative learning provides opportunities for students to work with others from diverse backgrounds, helping them develop interpersonal skills such as communication, teamwork, and leader.....

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The objectives of this study were to review and perform a computational study on previously reported flavonoids as tubulin inhibitors and to design and synthesize new bioavailable flavonoids as anticancer agents targeting tubulin. The Molecular Operating Environment (MOE 2019.0102) software was used for molecular docking (MD) and QSAR studies of reported and newly designed flavonoids. The ADMET and bioavailability studies were performed using the pkCSM online server. New flavonoids were successfully prepared from commercially available hydroxy benzaldehydes and acetophenones using multistep chemical synthesis including alkylation, Claisen Schmidt condensation and cyclization reactions. All intermediates and new flavonoids were purified using silica gel column chromatography, and their chemical structures were confirmed using NMR and LC-MS spectral analysis. The results of this study illustrated that only 14 flavonoids have reported IC50 as tubulin polymerization inhibitors and the MD s.....

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