Abstract:This study analyzes the effect of Village Funds, the Labor Force Participation Rate (LFPR), and Average Years of Schooling (AYS) on per capita income in underdeveloped regions of Sumatra Island. Underdeveloped regions in…
Indonesia continue to face significant challenges in improving the welfare of their populations, with factors such as Village Funds, labor force participation, and education playing crucial roles in poverty alleviation. This research uses secondary data from Statistics Indonesia (BPS) and related institutions, employing regression analysis to examine the impact of these variables on per capita income. The results indicate that Village Funds and the Labor Force Participation Rate have a significant positive impact on per capita income, while Average Years of Schooling has a smaller but still significant effect. These findings provide valuable insights for policymakers in formulating development strategies aimed at improving welfare in underdeveloped areas. Approaches that involve more effective management of Village Funds, improving education quality, and enhancing labor force participation can serve as strategic steps to address economic disparities across regions in Sumatra Island.
Abstract:This study aims to analyze the factors that influence the level of workforce participation in the Born Regency. The variables observed in this study were the level of labor force participation as the dependent variable and…
nd then economic growth, state minimum wage and average years of schooling as the independent variables. This study used secondary data obtained from the Central Bureau of Statistics and the Human Resources Department of the Bone Regency from 2004 to 2019. The analytical method used was multiple linear regression using IBM SPSS ver 23. The results of this study show that economic growth has a positive and significant effect on Bone Regency labor force participation, state minimum wage has no effect on Bone Regency labor force participation, and grade level has a negative and significant effect on Bourne Regency labor force participation.
Abstract:The research from this thesis aims to determine the extent of the effect of Human Capital, Economic Growth, and Education Expenditure on Poverty in Gowa Regency. In order to know how big the influence of Human Capital, Economic…
conomic Growth, and Education Expenditure on Poverty in Gowa Regency, a multiple linear regression model is used with the ordinary least square method or the least squares method. The type of data in this study is secondary data, and based on the time dimension, namely time series data with a period from 2006 until 2020. The conclusion from this thesis show that the average length of schooling and economic growth have a positive influence on poverty in Gowa Regency. While, Education Expenditure has a negative effect to Poverty in Gowa Regency.
Abstract:This study aims to describe the professionalism and roles of shadow teachers in supporting inclusive education services at Butterfly Learning Center (BLC). As an institution dedicated to transitioning children with special…
al needs (CSN) into formal schooling, BLC implements an intensive one-to-one accompaniment system. This study employed a descriptive qualitative method, with data collected through in-depth interviews, direct observation of accompaniment activities, and document review. The findings indicate that shadow teachers at BLC fulfill multifunctional roles, including identifying each child's specific needs, designing intervention programmes, developing basic independence skills, and providing evaluations and progress reports to parents and classroom teachers. The professionalism of shadow teachers is demonstrated through their ability to adapt instructional strategies in accordance with each child's concentration level, as well as their physical and cognitive limitations. Furthermore, teachers engage in ongoing collaboration with parents to monitor and evaluate children's progress through regular daily reports. This study concludes that the competence and dedication of shadow teachers are critical factors in the successful transition of children with special needs into broader educational settings. An effective shadow teacher does not only focus on academic readiness, but also place equal emphasis on developing independence as a necessary foundation for children's social integration in the future.
Abstract:Graduation marks the completion of a certain level of schooling. This study aims to predict the graduation of students at SDN 016528 BP Mandoge based on their abilities. The goal of this research is to reduce the rate of…
student failure to graduate by making predictions based on examination scores collected by the institution. The method used in this study is Naive Bayes, a technique in Data Mining that utilizes probability and statistics to predict future outcomes based on previous data. This method was chosen due to its advantage in predicting graduation rates from concrete data, ensuring the results are reliable and applicable for future predictions. The dataset used in this study includes graduation data for SDN 016528 BP Mandoge students for the 2019/2020 academic year, comprising 171 students, with 120 students used for training data and 51 students for testing data, achieving a model accuracy of 98%.
Abstract:Abstract: Welfare is one of the things that determines the progress of a region, to achieve the welfare of its people, especially in the economic sector, a technique is needed to measure welfare that continues to change.…
This study aims to analyze the differences in the level of community welfare in Central Java Province by grouping regions based on several indicators. Grouping is done using data from various sources that include the main indicators of welfare. The method used in this study uses the K-Means data mining algorithm to group regional data according to their level of welfare. The results of the analysis divide the regions into three categories: Medium Welfare Level, which includes Banyumas, Purworejo, Boyolali, Klaten, Sukoharjo, Karanganyar, Sragen, Kudus, Jepara, Demak, Semarang, Kendal, and Pekalongan City and Tegal City, High Welfare Level, consisting of Magelang City, Surakarta City, Salatiga City, and Semarang City; and Low Welfare Level, covering Cilacap, Purbalingga, Banjarnegara, Kebumen, Wonosobo, Magelang, Wonogiri, Grobogan, Blora, Rembang, Pati, Temanggung, Batang, Pekalongan, Pemalang, Tegal, and Brebes Regencies. The findings show that the C2 region has a longer average length of schooling, higher per capita expenditure, and better HDI, reflecting a higher quality of life. This study provides an overview of welfare inequality in Central Java Province and suggests the need for more focused policies to improve the quality of life in each category of region.
Keywords: clustering; k-means; welfare
Abstrak: Kesejahreraan merupakan salah satu hal yang menentukan kemajuan suatu wilayah, untuk mencapai kesejahteraan masyarakatnya terutama di bidang ekonomi di perlukan teknik untuk mengukur kesejahteraan yang terus berubah, Penelitian ini bertujuan untuk menganalisis perbedaan tingkat kesejahteraan masyarakat di Provinsi Jawa Tengah dengan mengelompokkan wilayah berdasarkan beberapa indikator. Pengelompokan dilakukan menggunakan data dari berbagai sumber yang mencakup indikator-indikator utama kesejahteraan. Metode yang di gunakan dalam penelitian ini menggunakan algoritma data mining K-Means untuk mengelompokkan data wilayah menurut tingkat kesejahteraannya. Hasil analisis membagi wilayah menjadi tiga kategori: Tingkat Kesejahteraan Sedang, yang mencakup Kabupaten Banyumas, Purworejo, Boyolali, Klaten, Sukoharjo, Karanganyar, Sragen, Kudus, Jepara, Demak, Semarang, Kendal, serta Kota Pekalongan dan Kota Tegal, Tingkat Kesejahteraan Tinggi, terdiri dari Kota Magelang, Kota Surakarta, Kota Salatiga, dan Kota Semarang; dan Tingkat Kesejahteraan Rendah, mencakup Kabupaten Cilacap, Purbalingga, Banjarnegara, Kebumen, Wonosobo, Magelang, Wonogiri, Grobogan, Blora, Rembang, Pati, Temanggung, Temuan menunjukkan bahwa wilayah C2 memiliki rata-rata lama sekolah yang lebih panjang, pengeluaran per kapita yang lebih tinggi, dan IPM yang lebih baik, mencerminkan kualitas hidup yang lebih tinggi. Penelitian ini memberikan gambaran tentang ketidakmerataan kesejahteraan di Provinsi Jawa Tengah dan menyarankan perlunya kebijakan yang lebih terfokus untuk meningkatkan kualitas hidup di setiap kategori wilayah.
Kata Kunci: clustering; k-means; kesejahteraan
Abstract:School infrastructure management is a utilization process whose target is educational equipment, such as school equipment, library equipment, teaching media, and other equipment. Management of school equipment is realized…
d as a process consisting of certain systematic steps. Miracle Language Center is a garden house that was founded on February 2 2020 by a foundation body, namely the Diamond Family. The Miracle Language Center in Mueang, Narathiwat, Southern Thailand is home schooling. The facilities and infrastructure at the Miracle Language Center include a prayer room, library, men's dormitory, women's dormitory and toilets. This study uses a qualitative method. The qualitative method aims to describe data analysis in a narrative manner that emphasizes analysis or descriptiveness. Data collection was carried out using three data collection techniques, namely observation, interviews and documentation. Management of facilities and infrastructure is very important because by managing the facilities and infrastructure of educational institutions, their use will be maintained and clear. Here the researcher will describe the management of facilities and infrastructure at the Miracle Language Center, Narathiwat, Thailand. Starting from planning to eliminating existing educational facilities and infrastructure at the foundation