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Bibliometric Mapping and Trend Analysis of Beta Regression Modeling: A Decade of Development (2015–2024) Sihombing, Pardomuan Robinson; Erfiani, Erfiani; Notodiputro, Khairil Anwar; Kurnia, Anang
Sinkron : jurnal dan penelitian teknik informatika Vol. 9 No. 3 (2025): Article Research July 2025
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/sinkron.v9i3.14949

Abstract

Beta regression is a statistical model designed to handle dependent variables that assume values within the open interval (0, 1), such as rates, proportions, or percentages. The study aimed to determine the development of beta regression over the last 10 years with a bibliometric approach. The source of the article database used comes from the Scopus website. The tool used for analysis is R software with a bibliometrix package. The results of this study show that there are 293 articles published in the Scopus Journal. Research develops in various research fields. The author with the most articles is Cribari-Neto, F., with the most significant number of documents, i.e., 12. According to the author's country of origin related to the beta regression method, Brazil has the most countries, while Indonesia is in 12th place. Therefore, research on beta regression still has excellent potential to continue to be developed.
Bagaimana Pengaruh IPM, Pertumbuhan Ekonomi Perkapita dan Kemiskinan terhadap Pembangunan Kebudayaan di Indonesia? Sihombing, Pardomuan Robinson; Arsani, Ade Marsinta; Mun'im, Akhmad; Yunita, Y
Nusantara Journal of Behavioral and Social Science Vol. 1 No. 3 (2022)
Publisher : Utan Kayu Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47679/202214

Abstract

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 digunakan yaitu regresi dengan data panel. Model fixed efek diperoleh sebagai model terbaik berdasarkan pengujian model panel (Chow, LM BP, dan Hausman). Namum, masih terdapat pelanggaran terhadap asumsi klasik heterokedastis dan autokorelasi sehingga model ditranformasi dengan Panel Correction Standar Error. Hasil yang diperoleh bahwa seluruh variabel independen berpengaruh bersama-sama secara signifikan terhadap Indeks Pembangunan Kebudayaan. Secara parsial variabel Indeks Pembangun Manusia dan Pertumbuhan Ekonomi Perkapita berpengaruh signifikan positif terhadap Indeks Pembangunan Kebudayaan. Sedangkan, Persentase Penduduk Miskin belum berpengaruh signifikan terhadap Indeks Pembangunan Kebudayaan. Berdasarkan hasil penelitian ini, diperlukan kebijakan komprehensif terkait ekonomi makro-sosial agar tingkat pembangunan kebudayaan Indonesia terus berkembang.
The effect of the knowledge index on the community literacy development index and the level of reading interest: A case study in West Java in 2024 Sihombing, Pardomuan Robinson; Arsani, Ade Marsinta; Huda, Miftahul; Ahmaddien, Iskandar; Aji, Lexi Jalu
Priviet Social Sciences Journal Vol. 5 No. 10 (2025): October 2025
Publisher : Privietlab

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55942/pssj.v5i10.750

Abstract

This study examines the reciprocal relationships between the Knowledge Index (KI), the Community Literacy Development Index (CLDI), and the Level of Reading Interest (LRI) across 27 districts/cities in West Java (2024). Using a quantitative design with Partial Least Squares–Structural Equation Modeling and a conditional process perspective, we test direct and feedback effects among the three constructs. Descriptive statistics indicate substantial variation in literacy development and reading interest across regions. Model fit indices exceed conventional thresholds, supporting the adequacy of the specified structure. The results show that KI has a significant positive effect on both CLDI and LRI, indicating that accumulated schooling and knowledge capital translate into stronger literacy ecosystems and more active reading behaviors. Conversely, both CLDI and LRI exert significant positive effects on KI, evidencing a reinforcing cycle in which richer literacy environments and higher reading engagement further elevate knowledge attainment. These findings highlight a virtuous, bidirectional dynamic: knowledge deepens literacy and reading, while literacy investment and reading practice amplify knowledge. Policy implications include prioritizing integrated literacy programs across the life course, leveraging digital access, and coordinating libraries, schools, and local governments to simultaneously lift ecosystem quality and individual reading practices. The study provides actionable evidence for place-based literacy policy and human capital formation in emerging regions.
Faktor Yang Mempengaruhi Kualitas dan Indeks Pembangunan Ketenagakerjaan di Indonesia di Masa Pandemi 2020 Sihombing, Pardomuan Robinson; Widdia Angraini; Busminoloan Busminoloan; Usep Nugraha
Khatulistiwa: Jurnal Pendidikan dan Sosial Humaniora Vol. 2 No. 3 (2022): September : Jurnal Pendidikan dan Sosial Humaniora
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/khatulistiwa.v2i3.384

Abstract

Penelitian 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 Provinsi Tahun 2020. Model yang digunakan adalah model SEM PLS dengan bantuan software SmartPLS 3.8. Hasil yang didapat IKTK, IPM, IPEI berpengaruh langsung terhadap IKP. Di sisi lain IKTK, IPM, IPEI berpengaruh tidak langsung terhadap IPK melalui IKP. Diperlukan kebijakan-kebijakan yang tepat sasaran dalam meningkatkan kualitas dan pembangunan ketenagakerjaan di Indonesia.
Komparasi Performa Fuzzy C-Means dan Random Forest (Studi Kasus: Indeks Modal Sosial Indonesia) Pardomuan Robinson Sihombing; Ade Marsinta Arsani; Wisnu Pratiko; Sri Murtiningsih
Khatulistiwa: Jurnal Pendidikan dan Sosial Humaniora Vol. 3 No. 1 (2023): Maret : Jurnal Pendidikan dan Sosial Humaniora
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/khatulistiwa.v3i1.982

Abstract

Penelitian ini bertujuan menguji performa metode Fuzzy C-Means Klaster dengan Random Forest Clustering. Data yang digunakan data dimensi Indeks Modal Sosial di 34 Provinsi di Indonesia tahun 2021. Indeks mdoal social terdiri atas tiga dimensi yaitu dimensi Rasa Percaya, Partisipasi Sosial dan Toleransi. Data bersumber dari Badan Pusat Statistik (BPS). Banyaknya klaster optimum yang disarankan dengan menggunakan teknik metode Elbow adalah sebanyak 3 klaster. Dengan memperhatikan nilai Silouhette dan R square terbesar metode random forest lebih baiknya daripada Fuzzi C-Means. Hal senada jika dilihat berdasarkan kriteria nilai AIC dan BIC yang lebih kecil model random forest lebih baik daripada fuzzy c-means. Klaster 3 merupakan klaster dengan nilai dimensi terbaik dimana nilainya semuanya di positif atau di atas rata-rata. Di sisi lain klaster 1 merupakan provinsi dengan nilai dimensi terburuk karena semua nilai dimensinya negative, di bawah rata-rata data. Dibutuhkan kebijakan yang komprehensif dan tepat sasaran sehingga indeks modal social di Indonesia dapat merata dan meningkat setiap tahunnya.
Apakah Fungsi Belanja APBD Dan Dana Desa Mempengaruhi Indeks Pembangun Ekonomi Inklusif di Indonesia? Pardomuan Robinson Sihombing; Ade Marsinta Arsani; Dyah Purwanti
Khatulistiwa: Jurnal Pendidikan dan Sosial Humaniora Vol. 3 No. 1 (2023): Maret : Jurnal Pendidikan dan Sosial Humaniora
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/khatulistiwa.v3i1.1036

Abstract

This study aims to examine the effect of the function of Regional Government Budget expenditure and village funds on the Inclusive Economic Development Index (IEDI) in Indonesia. The spending approach uses the income variables of Health Function, Education Function, Social Protection Function and Village Fund. The data is sourced from Bappenas and the Statistics Indonesia for the period 2018-2021. The statistical method used is multiple linear regression with panel data. Based on panel model testing, Fixed model is the best model. Simultaneously all variables affect IPEI. Partially, the Health Function, Education Function, Social Protection Function and Village Fund have a significant positive effect on IEDI. Based on the results of this study, a comprehensive policy related to macro-social economy is needed so that Indonesia's IEDI level continues to increase.
Determinants of Environmental Quality Index (EQI) in Indonesia in 2018-2022 Sihombing, Pardomuan Robinson; Erfiani, Erfiani; Notodiputro, Khairil Anwar; Kurnia, Anang
KEUNIS Vol. 13 No. 2 (2025): JULY 2025
Publisher : Finance and Banking Program, Accounting Department, Politeknik Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32497/keunis.v13i2.6559

Abstract

The environment is a critical issue in sustainable development in Indonesia, with significant variations in environmental quality between regions. This study seeks to examine the influence of the Regional Government Budget, COVID-19 (as a dummy variable), Gross Regional Domestic Product (GRDP), and the Human Development Index (HDI) on the Environmental Quality Index (EQI) in Indonesia. The data for this study were obtained from BPS–Statistics Indonesia and the Ministry of Environment and Forestry, covering the period from 2018 to 2022. The analysis employs multiple linear regression using panel data. Panel model testing indicates that the fixed effects model with cross-sectional lag provides the best fit. The results show that, collectively, all variables have a significant influence on Indonesia's Environmental Quality Index (EQI). Individually, the Regional Government Budget for environmental purposes, the COVID-19 dummy variable, and the Human Development Index (HDI) have a significant positive impact on EQI. In contrast, Gross Regional Domestic Product (GRDP) has a significant negative effect. These findings highlight the need for comprehensive macro-socioeconomic policies to sustain and enhance environmental quality in Indonesia.
Financial And Non-Financial Charateristics And Their Iinfluence On Transfer Pricing Gumilang, Gabiela; Muchtar, Masruri; Sihombing, Pardomuan Robinson
Educoretax Vol 4 No 2 (2024)
Publisher : WIM Solusi Prima

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54957/educoretax.v4i2.704

Abstract

It is a common thing that companies try to find ways to reduce the tax burden that must be paid in order to increase company profits. One way that is most often done is by implementing transfer pricing practices. This research aims to analyze the influence of leverage, tunnel incentives, and good corporate governance in influencing company activities in carrying out transfer pricing. The research method used in this research is the panel data regression method (rando-effect model). The data used in this writing is secondary data from manufacturing company financial reports available on the Indonesia Stock Exchange website for the period 2020 - 2022. In this research it was found that leverage has a significant influence on the company's transfer pricing indications. Meanwhile, foreign share ownership and the number of independent commissioners do not have a significant effect on transfer pricing indications. It is hoped that the results of this research will draw attention to the fact that transfer pricing indications can cause losses for the state. Reducing the amount of tax paid by companies can be done through good financial management, not through tax avoidance.
Pengaruh Kelayakan Hidup Dan PDRB Terhadap Tingkat Kemiskinan: Studi Pada 10 Provinsi Termiskin Di Indonesia Sagala, Eliza Clara Yeremia; Muchtar, Masruri; Sihombing, Pardomuan Robinson
Ecoplan Vol 7 No 1 (2024)
Publisher : Jurusan Ilmu Ekonomi dan Studi Pembangunan Fakultas Ekonomi dan Bisnis Universitas Lambung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20527/ecoplan.v7i1.693

Abstract

To get out of the Middle-Income Trap, Indonesian economic growth must be consistently above 6% annually. In addition, the reduction in poverty rates is also an important indicator that Indonesia will emerge from this trap. The study aims to determine the impact of Provincial Minimum Wage (UMP), Gross Regional Domestic Product (PDRB), and Human Development Index (IPM) on Poverty Rate in the ten poorest provinces in Indonesia. Using data from the Badan Pusat Statistik for 2012-2022, this research adopts linear regression of multiple data panels. The results show that all variables simultaneously affect the poverty rate significantly. Partially, UMP positively and significantly impacts the poverty rate, while IPM has a negative effect. PDRB has no significant influence on the poverty rate. It implies that the government should review the increase in UMP to stay at the point of balance. Economic growth must consider the level of well-being of all segments of society.
Fakta Dibalik Rendahnya Upah Minimum Kabupaten/Kota di Provinsi Jawa Tengah Putri, Ayudya Purwani; Muchtar, Masruri; Sihombing, Pardomuan Robinson
Perspektif : Jurnal Ekonomi dan Manajemen Akademi Bina Sarana Informatika Vol 22, No 1 (2024): Maret 2024
Publisher : www.bsi.ac.id

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/jp.v22i1.21210

Abstract

Abstrak  - Upah minimum merupakan komponen penting bagi Masyarakat yang bekerja di sektor formal, saat ini Jawa Tengah dikenal sebagai wilayah dengan upah termurah di Pulau Jawa. Pada tahun 2023 Jawa Tengah ditetapkan sebagai daerah dengan upah minimum terendah di Indonesia yakni sebesar Rp 1.958.169,69. Penelitian ini bertujuan untuk mengetahui faktor-faktor yang mempengaruhi besaran Upah Minimum Kabupaten/Kota (UMK) di Provinsi Jawa Tengah khususnya pada periode 2000-2022. Studi ini melakukan uji regresi data panel (Fixed Effect Model) terhadap faktor-faktor yang mempengaruhi UMK yakni: pertumbuhan ekonomi, inflasi, pendapatan domestik regional bruto (PDRB), tingkat partisipasi angkatan kerja (TPAK), dan indeks pembangunan manusia (IPM). Data yang diolah merupakan data sekunder yang bersumber dari Badan Pusat Statistik. Berdasarkan hasil pengujian, didapatkan bahwa pertumbuhan ekonomi, PDRB per kapita, dan inflasi berdampak positif signifikan terhadap UMK sementara TPAK dan IPM memiliki dampak negatif. Hal ini berimplikasi pada perlunya peningkatan produktivitas penduduk Jawa Tengah agar terjadi peningkatan besaran upah minimum.Kata Kunci: Upah Minimum Kabupaten/Kota, Angkatan Kerja, Pendapatan Perkapita Abstract- The minimum wage is an important component for people working in the formal sector, and currently, Central Java is known as the region with the lowest wages on Java Island. In 2023, Central Java was established as the region with the lowest minimum wage in Indonesia, amounting to IDR 1,958,169.69. This study aims to identify the factors influencing the amount of the District/City Minimum Wage (UMK) in Central Java Province, specifically for the period 2000-2022. This study conducted a panel data regression test (Fixed Effect Model) on the factors influencing the UMK, namely: economic growth, inflation, gross regional domestic income (GRDP), labor force participation rate (LFPR), and human development index (HDI). The processed data is secondary data sourced from the Central Statistics Agency. Based on the test results, it was found that economic growth, per capita GRDP, and inflation have a significant positive impact on the UMK, while the LFPR and HDI have a negative impact. This implies the need to increase the productivity of the people of Central Java in order to increase the minimum wage. Keywords: District/City Minimum Wage, Workforce, Per Capita Income
Co-Authors Abdul Gofur Rochman Ade Famalika Ade Famalika Ade Marsinta Arsani Ade Marsinta Arsani Ade Marsinta Arsani Ade Marsinta Arsani Ade Marsinta Arsani Ade Marsinta Arsani Ade Marsinta Arsani Ade Marsinta Arsani Ade Marsinta Arsani Ade Marsinta Arsani Adina Astasia Ahid Nur Istinah Ahmaddien, Iskandar Aji, Lexi Jalu Al Aqilah, Muhamad Refkhi Amin Prawiro Madhani Anang Kurnia Anindita Ramadhani Anita, Tiurida Lily Arhaninka, Dewi Arsani, Ade Marsinta Artha Satwika Astawa, I Gede Putu Banu Avior Ocean Noya Bagus Sartono Basmallah, Fikri Dias Bayu Adinugroho Bekti Endar Susilowati Bekti Endar Susilowati Bekti Endar Susilowati Bertho Tantular Budiantono, Sigit Bungkus Sasongko Purnomo Bungkus Sasongko Purnomo Busminoloan Busminoloan Busminoloan Busminoloan Cahya Alkahfi Daniel Pangaribuan Daqiqil Id, Ibnu Deden Achmad Sunarjo Desak Ari Gita Wahyuni Deva A. Nurul Huda Devitama Patria Nagara Dhinnessa Prabowo Drajat Indra Purnama DRAJAT INDRA PURNAMA Dwi Muslianti Dyah Purwanti Dyah Purwanti Ekowati Retnaningsih Erfiani Erfiani Erfiani Erfiani Erfiani Erfiani, Erfiani Erica Indryani Fadlol Muhammad Fajar Faiza Aina Nurrizqi Feri Fernandes Fitri Mudia Sari Frisca Adriana Gregorius Ivan Aditya Purwahendra Gultom, Yulifar Amin Gumilang, Gabiela Gunawan, Ghina Hanifa HAMIDAH Hastoro Dwinantoaji Hema Malini, Hema Hendiva Tri Nugraha Hendry Frananda, Hendry Herman, Nur Ashilah Raihanah Hertanto, Rus I Dewa Gede Sunanjaya I Gede Heprin Prayasta I Gede Heprin Prayasta Ida Ayu Candrawati Ida Ayu Candrawati Iis Hayyun Nurul Islam Ine Ratna Dewi Irma Nurmala Dewi Iskandar Ahmaddien Islami, Rahmi Lathifah Istiqomatul Fajriyah Yuliati Istiqomatul Fajriyah Yuliati Jaka Wijaya Kusuma Januar Ramadhan Karel Fauzan Hakim Kartika Maulidya Irzain Khairil Anwar Notodiputro Khairil Anwar Notodiputro Khalimi Khalimi, Khalimi Krisdianto, Boby Febri Kuat Sidik Wahyono Kurnia, Anang Leni Merdawati Lexi Jalu Aji Lina Sari Lisna Sari Lisna Sari Luh Putu Widya Adnyani Maharani, Arya Putri Mahuda, Isnaini Maisaroh Maisaroh Marselinus Nirwan Luru Marta Sundari Marta Sundari Martina Cecilia Adriana Maryani, Sri Masruri Mochtar Maulidiyah, Syafrina Maydita Ayu Nursaskiawati Mella Anisa Miftahul Huda Miftahul Huda Miftakhul Jannah Mohamad Arif Kurniawan Mohamad Arif Kurniawan Muchtar, Masruri Muhammad Hafiz Fadhilah Muhammad Heru Akhmadi Muhammad Ramadhan Zulfi Muliantino, Mulyanti Roberto Mun'im, Akhmad Neni Nur Laili Ersela Zain Ng, Kah Choon Ni Kadek Sinarwati Novitha, Irni Nurhidayati Nurhidayati Nurhidayati Nurhidayati Nurhidayati Nurhidayati Nurul Islam, Iis Hayyun Nuryanto Nuryanto Octaviana, Aniek Oki Prasetia Hendarsin Olivia, Theresia Padhilah Dikri Pangaribuan, Daniel Pascal, Emilio Pradita Galih Sekar Palupi Pudjiono, Bjardianto Puput Puspito Rini Putri Indi Rahayu Putri, Ayudya Purwani Putu Pande Wahyu Diatmika Putu Widya Adnyani, Luh Rahayu, Putri Indi Rahmi Lathifah Islami Rama Bhaskara Praja Ramadhanti, Ajeng Taufina Ramadhisa Fadli, Diva Aisyaliani Rini Rahani Risqi Nurika Fatha Hidayati Saeful Hidayat Sagala, Eliza Clara Yeremia Sarah Sholikhatun Risma Septie Wulandary Setiawan, Prayoga Sigit Budiantono Sigit Budiantono Sigit Budiantono Sigit Budiantono Sigit Budiantono Simanjuntak, Johana Veronika Simbolon, Zefanya Grace Enos Sinarta Putra P. Surbakti Sitorus, Yosef Felix Sodiqin, Achmad Sri Murdaningrum Sri Murtiningsih Stephanus, Matthew Sukarsa, Galuh Prabaningrum Ayu Sundari, Marta Supriatna, Yayat Suryadiningrat Suryadiningrat Suryadiningrat SYAMSUL HIDAYAT Taufik Febriyanto Temy Setiawan, Temy Triana Mauliasih Aritonang Triana Mauliasih Aritonang Ulfa Anggraini Usep Nugraha Usep Nugraha Wahyu Puji Lestari Widdia Angraini Widdia Angraini Wijaya, Lianna Wiradinata Lambok Silaban Wiranegara, Hanny Wahidin Wisely Yahya Wisnu Pratiko Wisnu Pratiko Y Yunita Yanti, Ni Komang Semara Yesi, Desri Yoshep Paulus Apri Caraka Yuda Yudhie Andriyana Yuninda Anggraini Putri Yunita Yunita Yunita Zain Yudha Prawira Zakir, Supratman