Pardomuan Robinson Sihombing

Statistics Indonesia | BPS · Department of Statistics

This research aims to determine the effect of the human development index, open unemployment rate and economic growth on the poverty rate in North Sumatra Province. This study uses secondary data from districts/cities in North Sumatra Province in a span of 5 years from 2017 to 2021. The research was conducted using panel data regression with a rand...

This study aims to test the performance of the Fuzzy C-Means Cluster method with Random Forest Clustering. The data used is the dimension data for the Social Capital Index in 34 Provinces in Indonesia in 2021. The social capital index consists of three dimensions, namely the dimensions of Trust, Social Participation and Tolerance. Data sourced from...

Peningkatan angka kemiskinan selama Pandemi Covid-19 dialami oleh semua negara di dunia termasuk Indonesia. Kajian bersifat makro terhadap kemiskinan telah banyak dilakukan, tetapi kajian yang menganalisis korelasi antar variabel makro tersebut masih sangat terbatas. Variabel makro apa saja yang berpengaruh terhadap kemiskinan dan bagaimana korelas...

Penelitian ini bertujuan mengindentifikasi outlier (pencilan) dan kenor-malan data pada univariat data. Adapun data yang digunakan berupa data persentase kemiskinan di Indonesia tahun 2022 yang berasal dari Badan Pusat Statistik. Metode pengujian outlier dilakukan dengan menggunakan grafik box plot, histrogram dan uji Grubbs. Sedangkan pengujian ke...

Tujuan penelitian ini mengetahui persepsi kedisiplinan pegawai muda terhadap pola tugas fleksibel. Dalam penelitian ini menggunakan responden pegawai muda. Hal ini dimaksudkan karena generasi muda yang ada di rentang usia tersebut sudah lebih dari 60 persen jumlah pegawai BPPK secara keseluruhan. Sehingga, jika pegawai muda dapat memberikan perseps...

Introduction: The COVID-19 pandemic demands stricter implementation of infection control and prevention, especially in breaking the chain of the spread of this disease. This study aims to determine the relationship between knowledge and infection prevention control (IPC) implementation by nurses in the COVID-19 ward at a private hospital. Methods:...

COVID-19 infections could grow due to lack of understanding of the virus. More ever, social media is a supply of fake news. However, there is no validated instrument for assessing social media user’s knowledge and trust in COVID-19 information. The psychometry of social media users’ knowledge, attitudes, practices in COVID-19 (KAPCOV-19), and trust...

Introduction: Prolonged recovery time is associated significantly with higher hospitalization and mortality, while the factors influencing recovery time post-hemodialysis is still a problem and contradictive. The study examines the length of recovery time and related factors among hemodialysis patients. Methods: A quantitative study with a descript...

Penelitian ini mengkaji dampak fintech peer-to-peer (P2P) lending terhadap perekonomian daerah dengan menggunakan indikator ekonomi makro di 34 provinsi Indonesia tahun 2020 - 2021. Variabel independen yang digunakan adalah jumlah penyaluran kredit dan tingkat gagal bayar (TPW90) sedangkan variabel dependennya adalah Produk Domestik Regional Bruto...

Penelitian ini bertujuan membandingkan pemodelan Indeks Ketimpangan Gender (IKG) menggunakan regresi beta dengan link function logit, probit dan clog-log. Adapun variabel independen yang digunakan adalah Indeks Pembangunan Gender (IPG) dan Indeks Pemberdayaan Gender (IDG). Data bersumber dari Badan Pusat Statistik. Ketiga pemodelan menberikan hasil...

Central Sulawesi is a province that has managed to record positive economic growth even during the COVID-19 pandemic with the highest economic growth in 2021. This study aims to investigate whether Human Development Index (HDI), population, original income, regional expenditure, foreign investment, and domestic investment affect the GDP of Central...

This study aims to determine the effect of the Food Security Index (FSI) on the Human Development Index (HDI) and Poverty in Indonesia. The data used is published data from the Ministry of Agriculture and the Central Bureau of Statistics in 2021. The analysis model used is the PLS Structural Equation Model (SEM) model with SmartPLS software. Result...

The development model of the GLM for longitudinal data that has not normally distributed (but still in the exponential family) and correlates with response variables is the Generalized Estimating Equations (GEE) and Generalized Linear Mixed-effects Model (GLMM) models. This study compares the GEE model with the GLMM on longitudinal data in modeling...

Comparison Of GLM, GLMM and GEE Poisson Mathematical Modeling Performance (Case Study: Number of Pulmonary Tuberculosis Patients in Indonesia in 2019- 2021)

Undang-Undang Hubungan Keuangan Pemerintah Pusat dan Pemerintah Daerah (HKPD) telah diterbitkan dan akan berdampak pada sistem keuangan pemerintah daerah. Pajak daerah merupakan salah satu komponen dari sistem keuangan daerah yang juga akan terdampak dari berlakunya UU HKPD. Beberapa pengamat pemerintahan daerah mengkhawatirkan ketentuan pajak dala...

Penelitian ini bertujuan mengetahui pengaruh Indeks Pembangunan Manusia (IPM), kemiskinan dan dana desa terhadap Pembangunan Desa yang didekati dengan Indeks Pembangunan Desa (IPD) dan Indeks Desa Membangun (IDM). Data yang digunakan merupakan data publikasi dari Kementerian Desa PDTT dan Badan Pusat Statistik tahun 2018. Model analisis yang diguna...

Penelitian ini bertujuan menguji performa metode K-Means Klaster dengan Fuzzy C-Means. Data yang digunakan data Indeks Pembangunan Ekonomi Inkslusif di 34 Provinsi di Indonesia tahun 2021. Data bersumber dari Bappenas. Banyaknya klaster optimum yang disarankan dengan menggunakan teknik metode Elbow adalah sebanyak 4 klaster. Dengan memperhatikan ni...

Penelitian ini bertujuan mengetahui hubungan kausalitas antara pertumbuhan jumlah uang beredar (JUB) dan inflasi. Adapun data yang digunakan merupakan data panel dari 6 negara ASEAN pada periode 2009-2020. Analisis yang digunakan adalah model Panel Vector Auto Regression (PVAR). Hasil penelitian menunjukkan adanya hubungan kausalitas dua arah antar...

This study aims to determine the effect of organizational change on employee performance with organizational commitment as an intervening variable. The samples in this study were employees at the Financial Education and Training Agency. The analytical method used is a quantitative method using a questionnaire instrument. All indicators used are val...

In today's advanced technological era, the online-based flipped classroom learning model can overcome online learning problems while improving students' mathematical writing skills and interest in learning. The study aims to improve students' mathematical writing skills and interest in learning with an online-based flipped classroom learning model....

Kemiskinan masih menjadi salah satu masalah dalam pembangunan ekonomi. Berbagai cara telah ditempuh oleh pemerintah untuk mengu-rangi persentase kemiskinan, di antaranya melalui pengeluaran belanja daerah dan dana desa. Penelitian ini bertujuan melihat bagaimana pengaruh dana desa dan fungsi belanja APBD terhadap persentase kem-iskinan di Indonesia...

West Java Province is a province in Indonesia that always shows the realization of foreign and domestic investments that are superior to other provinces in Indonesia. On the other hand, poverty in West Java Province still becomes a main problem as indicated by the high number of people living in poverty. This study aims to determine the effect of i...

enelitian ini bertujuan mengetahui pengaruh Indeks Kompensasi Tenaga Kerja (IKTK), Indeks Pembangunan Manusia (IPM), Indeks Pembangunan Ekonomi Insklusif (IPEI) terhadap Indeks Pembangunan Ketenagakerjaan (IPK) melalui Indeks Kualitas Pekerjaan (IKP). Data yang digunakan berasal dari Badan Pusat Statistik, Bappenas dan Kemenaker menggunakan data 34...

Penelitian ini bertujuan mengetahui pengaruh Dana Desa dan pendapatan APBD terhadap Indeks Pembangun Ekonomi Inklusif (IPEI) di Indonesia. Adapun pendekatan pendapatan dan belanja menggunakan variabel pendapatan Pendapatan Asli Daerah (PAD), Pendapatan Pajak, Dana Alokasi Umum (DAU), Dana Alokasi Khusus (DAK) dan Dana Desa. Data bersumber dari Bapp...

Penelitian ini bertujuan untuk menerapkan regresi nonparametrik menggunakan regresi kernel dan spline. Regresi kernel menggunakan metode penaksir Nadaraya-Watson (NWE) dan penaksir Polinomial Lo-kal (LPE), sedangkan untuk regresi spline adalah smoothing spline dan b-splines. Metode ini diterapkan dalam menganalisis pola hubungan Per-tumbuhan Produk...

Penelitian ini bertujuan membandingkan performa model Autoregresif Integrated Moving Average (ARIMA) dan eksponensial smoothing Error, Trend, Seasonal (ETS) pada peramalan harga bulanan Crude Palm Oil (CPO). Data yang digunakan dari Juni 1992 sampai Juni 2022. Data harga CPO tidak stationer pada data level tetapi stationer pada data difference pert...

AMOS merupakan salah satu software statistik yang dianggap powerfull karena dapat digunakan untuk data primer maupun data sekunder dengan basis kovarian. Untuk edisi terbaru AMOS juga dilengkapi dengan model-model yang menggunakan efek multigroup analysis serta penggunaan estimasi Bayesian dan Bootstrapping

Penelitian ini bertujuan melihat bagaimana pengaruh Indeks Pembangun Manusia (IPM), Pertumbuhan Ekonomi Perkapita dan Persentase Penduduk Miskin terhadap Indeks Pembangunan Kebudayaan (IPK). Data bersumber dari Kementerian Pendidikan, Kebudayaan, Riset dan Teknologi serta Badan Pusat Statistik periode 2018-2020. Adapun metode statistik yang digunak...

The Metaverse concept that uses Virtual Reality technology is a highly developed technology. We present an application from the metaverse concept using the Oculus Rift for a safety campaign with a safety training approach. This paper describes comprehensively the concept, design, development, and evaluation of the implementation of the metaverse to...

This study aims to determine the macro socio-economic factors that affect the Happiness Index in Indonesia. The data used comes from the publications of BPS-Statistics Indonesia. The data used is panel data with a research period of 2014, 2017, and 2021 according to the publication time of the Happiness Index. The analysis model used is panel data...

Penelitian ini bertujuan mengetahui dampak dari Program Indonesia Pintar (PIP) terhadap Status Sekolah Anak di Indonesia. Data yang digunakan bersumber dari Survei Sosial Ekonomi Nasional (SUSENAS) Badan Pusat Statistik tahun 2013-2019. Model yang digunakan adalah regresi binomial logistik. Selain itu dalam pemodelan ditambahkan efek Diffence in Di...

Penelitian ini bertujuan mengetahui pengaruh tingkat kemiskinan terhadap pekerja pekerja anak di Indonesia yang dimediasi Indeks Pembangunan Manusia (IPM). Data yang digunakan berasal dari Badan Pusat Statistik menggunakan data 34 Provinsi Tahun 2021. Model yang digunakan adalah model SEM PLS dengan bantuan software SmartPLS 3.8. Hasil yang didapat...

This study aims to compare the modeling of the causative factors of heart disease using logit, probit and clog-log regression. The three models gave the same results for both the simultaneous and partial tests in modeling the probability case of heart disease. The Probit model gives the best results with the smallest error value criteria (AIC and B...

Buku ini diambil dari berbagai sumber di internet yang digunakan dalam memudahkan seorang penulis menghasilkan sebuah karya ilmiah. Adapun tips dan trik yang terdapat dalam buku ini dimulai dari pencarian judul, pencarian referensi, berbagai format yang sering sekali menjadi tidak efisien jika dikerjakan secara manual.

This study compares the regression using the assumption of a normal distribution with a beta distribution on ratio/proportion data. The data used is the Gini ratio data as the dependent variable and the percentage of the poor, economic growth and unemployment as independent variables in 2021. The data used is sourced from the Central Statistics Age...

Penelitian ini bertujuan mengetahui bagaimana kesetarahan gender dalam meraih kesempatan bekerja di Jakarta. Data yang digunakan bersumber dari Survei Angkatan Kerja Nasional (SAKERNAS) Badan Pusat Statistik tahun 2020. Model yang digunakan adalah regresi binomial logistik. Selain itu dalam pemodelan ditambahkan efek teknik Blinder-Oaxaca Decomposi...

SmartPLS merupakan salah satu software statistik yang dianggap powerfull karena dapat digunakan untuk data primer maupun data sekunder tanpa memerlukan adanya asumsi distribusi data. Selain itu penggunaan model regresi pada SmartPLS dapat digunakan untuk sampel data yang sedikit. Untuk edisi terbaru SmartPLS juga dilengkapi dengan model-model yang...

This paper presents a mobility indicator derived from anonymized and aggregated mobile positioning data. The mobility indicator captures insights into the mobility patterns of the human in DKI Jakarta and it is expected to inform responses against the Covid-19. As an application, the indicator is used to study the impact of Covid-19 on mobility in...

Modul ini berisi tutorial dalam penggunaan POM QM. Sehingga dapat membantu para civitas akademika yang sedang mempelajari riset operasional, sehingga tidak hanya mengetahui secara teoritis dan penyelesaian secara manual yang terkadang terkesan tidak efisien jika data sampelnya yang besar. Dengan bantuan Penulis berharap agar modul ini dapat membant...

Tujuan dari penelitian ini adalah memberikan pembuktian empiris karakteristik manajemen dan GCG mempengaruhi kualitas laba di tengah urgensi informasi kualitas laba yang rentan terhadap conflict of interest. Terutama pada perusahaan BUMN saat ini. Penelitian ini merupakan penelitian kuantitatif yang mana populasinya adalah seluruh perusahaan BUMN d...

Minitab merupakan salah satu software statistik yang dianggap powerful karena dapat digunakan untuk data primer maupun data sekunder. Dalam Minitab juga dapat digunakan untuk model-model univariat maupun multivariat. Untuk edisi terbaru, Minitab juga dilengkapi dengan model-model statistika yang digunakan dalam perancangan percobaan seperti model D...

SPSS merupakan salah satu software statistik yang dianggap powerfull karena dapat digunakan untuk data primer maupun data sekunder. Untuk data primer dapat digunakan untuk model regresi baik model mediasi atau moderaso. Dalam SPSS juga dapat digunakan untuk model-model univariat maupun multivariat. Dalam SPSS juga dapat digunakan untuk data yang me...

Buku ini berisikan langkah-langkah pengolahan statistika dengan aplikasi software Eviews 12. Adapun metode yang dibahas dalam buku ini adalah model-model standard yang biasa digunakan peneliti mulai dari analisis deskriptif dan analisis inferensia. Analisis inferensia mencakup penggunaan statistik untuk tujuan komparasi, menguji arah dan kekuatan h...

Research on competence and its effect on performance and job satisfaction is relatively rare. Included that is still rarely done is research on the effect of competence according to PerMenPANRB Number 38 of 2017 on performance and job satisfaction. This study also analyzes the effect of competence on ASN job satisfaction and places job satisfaction...

Buku ini merupakan pelengkap dari Buku Corat Coret Catatan Statistisi Pemula. Buku ini berisikan langkah-langkah pengolahan statistika dengan aplikasi software Stata. Adapun metode yang dibahas dalam buku ini adalah model-model standard yang biasa digunakan peneliti mulai dari analisis deskriptif dan analisis inferensia. Analisis inferensia mencaku...

DKI Jakarta merupakan salah satu provinsi yang memiliki kasus deman berdarah (DBD) yang cukup tinggi di Indonesia. Hal ini di karenakan DKI Jakarta memiliki curah hujan yang tinggi dan sistem drainase yang belum optimal. Penelitian ini bertujuan menganalisa pengaruh iklim yaitu suhu, kelembaban dan curah hujan terhadap angka kejadian DBD di DKI Jak...

This study aims to analyse the extent to which the Leadership variable can influence the level of Employee Organizational Commitment, Employee Work Behavior and its Impact on Employee Performance at the Education and Training Centers within the BPPK Ministry of Finance. The method used in this research is a quantitative method with a data analysis...

Buku ini hadir memberikan gambaran umum tentang statistik. Dalam buku ini tidak menampilkan rumus-rumus statistik dan aplikasi penggunaan software. Buku ini memberikan panduan mengenai berbagai macam metode analisis yang dapat digunakan dalam berbagai bidang dan berbagai kondisi data. Dalam tulisan dibuat flowchart/ mapping dalam berbagai metode an...

Variabel Penelitian

Poverty is still one of the main problems in economic development and inequality, unemployment, and economic growth. This study aims to model poverty directly by using a discrete choice model using binomial regression. The data used is imbalanced data, where one of the value categories is relatively small. In this study, the logistic regression met...

Sebuah buku yang berjudul Pengabdian kepada masyarakat atau biasa disingkat dengan PKM bisa dikatakan sebagai suatu kegiatan yang bertujuan untuk membantu masyarakat dalam beberapa aktivitas tanpa mengharapkan imbalan dalam bentuk apa pun. Program ini dirancang oleh berbagai universitas maupun institut yang ada di Indonesia agar dapat memberikan ko...

Sebuah buku yang merupakan hasil dari gabungan para peneliti pakar di Universitas Indonesia yang akan memberikan citra bagi kelangsungan kehidupan keilmuan karya ilmiah ditanah air dalam memfasilitasi para generasi muda dalam karya ilmiahnya maupun untuk memperkaya khazanah keilmuan para pelajar Universitas di Indonesia, buku ini di lengkapi cara c...

The increase in the number of computer viruses can be modeled with a mathematical model of the spread of SEIR type of diseases with immunity probability. This study aims to model the pattern of the spread of computer viruses. The method used in this research is the analytical method with the probability of mathematical immunity. Based on the analys...

When predicting data streams, changes in data distribution may decrease model accuracy over time, thereby making the model obsolete. This phenomenon is known as concept drift. Detecting concept drifts and then adapting to them are critical operations to maintain model performance. However, model adaptation can only be made if labeled data is availa...

Extreme rainfall is an important aspect to study due to its detrimental impacts. The existing constraint is that there is not necessarily an extreme value in every location, so that a zoning is needed that can specifically explain extreme rainfall in terms of location dependency, as well as spatial extreme rainfall patterns. The purpose of this res...

The COVID-19 pandemic has weakened many sectors, one of which is tourism. Almost all priority tourism locations of the government experience a significant decrease in the number of foreign and domestic visitors. This also impacts the level of welfare of the community around the tourism area. This study is conducted to compare the Exponential Smooth...

This study aims to compare the efficacy of logistic regression model for identifying the risk factors of low-birth-weight babies in Indonesia using the maximum likelihood estimation (MLE)and the Bayesian estimation methods. The data used in this study is secondary data derived from the 2017 Indonesian Demographic Health Survey with a total sample o...

Corruption can be interpreted as an act carried out with the intention of providing some advantage that is contrary to the duties and rights of others. Corruption is an extraordinary crime, very detrimental to both institutions and the nation and state. This study aims to evaluate the preparation of training for anti-corruption instructor certifica...

Poverty is often a topic discussed and debated in various national and international forums. The problem of poverty does not seem to be finished being discussed every day. Many factors have contributed to the high poverty rate in Indonesia, and one of them is the high unemployment rate. This research is aimed at modeling of open unemployment rate a...

Halal tourism has a significantcurrentmarket share. The increasing number of touristsfrom Muslim countries is a consideration formanyareasto change their marketingstrategies. In various works of literature, religiosity plays a role in consumer behavior.In this study, religiosity becomes a mediating variable from the subjective norm,attitude, and pe...

This study discusses employee job satisfaction at PPSDM-BPPK-Kemenkeu employees. The analytical methods used are gap analysis and quadrant analysis. The results obtained that the satisfaction level of PPSDM employees is in the less satisfied category below 99 percent. The level of employee job satisfaction deserves perfect, meaning that the organiz...

This study will examine the application of several classification methods to machine learning models by taking into account the case of imbalanced data. The research was conducted on a case study of classification modeling for working status in Banten Province in 2020. The data used comes from the National Labor Force Survey, Statistics Indonesia....

This study aims to determine the pattern of spatial dependence on the number of infant deaths in West Sumatra Province with the Geographically Weighted Negative Binomial Regression (GWNBR) model. In addition, we want to model infant mortality cases to find out the factors that influence the number of infant deaths in West Sumatra Province. The resu...

Kemiskinan merupakan suatu masalah yang menjadi perhatian di setiap negara. Permasalahan kemiskinan di suatu daerah tidak hanya dipengaruhi oleh faktor-faktor kemiskinan di daerah tersebut, tetapi juga dapat dipengaruhi oleh kemiskinan di daerah lain sehingga kasus kemiskinan dapat dikaji dengan analisis spasial. Model spasial yang dapat digunakan...

Currently, the government requires all students, even students, to study distance (online) which is carried out within a certain period of time. This is done as an effort to prevent the transmission of Covid-19 so that education in IndoaAnesia can continue to run as it should. The need for mastery of technology needs to be owned by students and lec...

This study aims to analyze the factors that affect Employee Organizational Commitment at the Human Resources Development Training Center-BPPK Ministry of Finance. The method used in this research is quantitative method with data analysis methods including validity test, reliability test and SmartPLS analysis. While the data collection method in thi...

Data that states the number of events in a certain period of time is called count data. Poisson regression is one of the regression models included in the application of GLM that can be used to model the count data. In Poisson regression, there are assumptions that must be met, namely the mean and variance of the response variables must be the same...

The Human Development Index (HDI) has been the key indicator for assessing the development of a country throughout the years. It is conducted from four indicators that represent the health dimension, the education dimension, and the standard of living dimension. In ASEAN countries, the HDI tends to rise from year to year, with some countries can ac...

Penurunan Angka Kematian Neonatal (AKN) menjadi salah satu target dalam mencapai tujuan Sustainable Development Goals (SDGs). Penyebab utama kejadian kematian neonatal adalah kondisi Berat Badan Lahir Rendah (BBLR). Oleh karena itu, diperlukan pemodelan klasifikasi untuk penentuan risiko kejadian bayi dengan BBLR yang diharapkan dapat menjadi solus...

This study aims to compare the LASSO and Adaptive LASSO methods with the use of unbalanced data in binary logistic regression. The case study used is modeling the classification of individual employment status in Banten Province in 2020. The results obtained by the performance of LASSO and Adaptive LASSO give the same good results. By considering v...

Generally, modeling poverty aims to obtain the best criteria for assessing poverty status. There are two approaches to model the factors that affect poverty, namely consumption approach and discrete choice model. The advantage of the discrete choice model compared to the consumption approach is that the discrete choice model provides a probabilisti...

Pada umumnya yang bertanggung jawab dalam memenuhi kebutuhan dan kesejahteraan keluarga adalah laki-laki sebagai kepala rumah tangga (KRT). Akan tetapi ada kalanya KRT bukan laki-laki tetapi perempuan. Hal ini dapat terjadi apabila dalam suatu rumah tangga terjadi perceraian baik cerai hidup maupun cerai mati. Penelitian ini bertujuan mengetahui fa...

This study aims to find out the prediction of the wide number of rice harvests, production, and productivity in the coming year. The data used in this prediction was sourced from the Ntb Provincial Central Statistics Agency over the past 20 years, using two statistical methods, the Exponential Moving Avarage (EMA) method and the Single Exponential...

A good increasing export will yield foreign exchange to a country, and subsequently funding its country growth. In Indonesia, export is one of the biggest foreign contributors. As we can see that the countries Indonesia export to are more than 100, it is a must to group them based on their similarity. Biplot and cluster analysis are statistic metho...

Analisis gerombol merupakan suatu teknik yang bertujuan mengelompokkan objek-objek berdasarkan kemiripan karakteristik yang dimilikinya. Dua metode yang umum dalam algoritma gerombol adalah metode penggerombolan hierarki dan metode penggerombolan non hierarki. Salah satu penggunaan metode hirarki adalah menggunakan K-Rataan yang mengelompokkan terh...

Indonesia's poverty rate continues to decline from year to year; however, the decline in the percentage of poor people is slowing down continuously, following the law of diminishing returns. Many factors influence poverty, including HDI, Gini ratio, and the open unemployment rate. This study model static and dynamic panel data on Indonesia's povert...

Penyakit demam berdarah dengue (DBD) telah menjadi penyakit endemik di kota-kota besar di Indonesia.Angka kejadian DBD merupakan data diskrit (count) yang mengikuti distribusi Poisson. Dalam penelitian ini dilakukan pemodelan pengaruh iklim terhadap angka kejadian DBD menggunakan metode regresi Poisson. Masalah overdispersi sering ditemukan dalam r...

Perguruan tinggi secara rutin melakukan Tracer study setiap tahun yang berguna sebagai pemenuhan kebutuhan data akreditasi, perbaikan pembelajaran dan pengembangan kurikulum di perguruan tinggi agar bisa meningkatkan kualitas lulusan. Kualitas lulusan dapat dilihat dari kelancaran memperoleh pekerjaan setelah mahasiswa lulus dari perguruan tinggi....

The attention of stakeholders to disclosure of corporate responsibility is increasing, especially the pressure on the issue of the legitimacy gap that is getting further away. Companies can no longer ignore the Corporate Social Responsibility Disclosure (CSRD). But on the other hand, because CSRD is still a burden for the company and is voluntary i...

Cluster time series merupakan metode pengelompokkan data runtun waktu yang dapat digunakan untuk mengelompokkan provinsi-provinsi yang ada di Indonesia berdasarkan nilai PDRB. Analisis cluster yang dilakukan menggunakan jarak dynamic time warping (DTW) dan jarak Euclid. Penggunaan kedua jarak tersebut dibandingkan untuk mengetahui hasil penggerombo...

South Sulawesi is a province in eastern Indonesia that is the gateway to several regions or cities in Eastern Indonesia. The level of welfare of the South Sulawesi population can be measured, one of which is by calculating the expenditure to meet their daily needs, both food and non-food needs. This research will analyze the average monthly per cap...

The phenomenon of inflation is a symptom or event that can be observed where the general price level has increased continuously. This study model inflation in the provinces of East Java and Bali using the VAR model. The VAR model obtained is a VAR model with a lag of 2. The results obtained show that the inflation rate in East Java will decrease wh...

Health facilities is the most of basic health to help people obtain health services. Based on data from the Ministry of Health in 2017, provincial health facilities in Indonesia, there are 34 provinces which became the object of research. Two Step Cluster (TSC) is a method designed to overcome the problem of a different measurement scale in this ty...

Foreign direct investment (FDI) plays a significant role in the economic growth of developing countries, such as Indonesia. In 2019, FDI was primarily responsible for the 7% economic growth in the country, which decreased to 5% in 2020. Therefore, the Government of Indonesia needs to ensure the country is capable of attracting FDI to boost its econ...

This study aims to produce a model function that can predict whether a worker wants to find another job or not by looking at demographic characteristics such as age and job characteristics such as length of working, the main job, working hours during the past month, and income received. The variables observed were age, length of work in the primary...

Cocoa is one of the plantation commodities that has an important role in Indonesia's economic activity and is one of Indonesia's export commodities which is quite important as a source of foreign exchange and oil and gas. Sulawesi Island is one of the cocoa-producing islands in Indonesia. This study aims to determine a spatial regression model betw...

Poverty is still one of the main problems in economic development besides inequality, unemployment, and economic growth. This study aims to model poverty directly using a discrete choice model, namely the machine learning classification method. The data used are imbalanced data where one of the categories is small enough so that the resample of bot...

Rice farming for Indonesia is vital. Rice farming is inseparable from the fact that rice farming is the livelihood of most of the population, while rice is the staple food of almost all Indonesians. The nature of rice that is easy to process and, following the public consumption culture, causes a very high dependence on rice. On the other hand, the...

Upper Respiratory Tract Infection (URTI) is a type of disease that is still the main cause of morbidity and mortality in children, especially in developing countries. This study aims to determine the factors that explain the prevalence of children with ARI in Indonesia. The method used is binary logistic regression analysis, which is a method to ge...

ASEAN's global competitiveness requires institutional and ASEAN countries appear to be a formidable economic actor in protecting the economic interests and at the same time having an open economic system that indicates the readiness of ASEAN to compete with the economic strength of the entire region in the world. In this case, the measurement of gl...

Sharia Bank Return On Assets (ROA) modelling in Indonesia in 2018 aims to analyze the relationship pattern of Return On Assets (ROA) with interest rates. The analysis that is often used for modelling is regression analysis. Regression analysis is divided into two, namely parametric and nonparametric. The most commonly used nonparametric regression...

The KKBPK program is one of the efforts made by the government through the National Population and Family Planning Agency (BKKBN) in overcoming population problems by the requirements, namely by using the amount in question through a fertility agreement. Garut and Bandung districts are priorities to control fertility which is monitored through acti...