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Pardomuan Robinson Sihombing
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Revitalization Of The People's Economy Through The Red And White Cooperative Ecosystem Pardomuan Robinson Sihombing
International Journal of Economics, Science, and Education Vol. 3 No. 3 (2026): International Journal of Economics, Science, and Education (IJESE)
Publisher : CV Pena Jaya Pers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.65254/ijese.v3i3.79

Abstract

This study presents a critical, in-depth, and comprehensive analysis of the policy architecture, business model, and strategic implications of the Red and White Cooperative (KMP) program launched by the Government of Indonesia for the 2024-2029 period as the central pillar of people's economic transformation. Under the legal umbrella of Presidential Instruction Number 9 of 2025, this program targets the establishment and revitalization of 80,000 cooperative units as rural economic aggregators, vitally integrated with the Free Nutritious Meal Program (MBG). This study uses a qualitative approach, with a policy case study design, enriched by a systematic literature review and a global comparative analysis. The analysis was conducted through a multi-theoretical lens that included New Institutional Economics to dissect the structure of transaction costs; Institutional Isomorphism from DiMaggio and Powell to evaluate regulatory pressures and the risks of uniformity without substance; Stewardship Theory for aspects of managerial motivation; and the concept of Platform Cooperativism to examine digital sovereignty. The study's findings show that integrating KMP as a Nutrition Fulfillment Service Unit (SPPG) creates a captive market, which is crucial for initial cash flow. However, risk analysis reveals the potential for coercive isomorphism, which can give rise to "shell cooperatives" if it is not accompanied by strengthened social capital and member autonomy. Comparative studies of the Zen-Noh federation model in Japan and the Mondragon Corporation innovation ecosystem in Spain recommend restructuring from an atomistic model to a strong vertical federation, as well as the institutionalization of cooperative education to ensure long-term sustainability free from state dependence
COMPARATIVE ANALYSIS OF SINGLE-SAMPLE HYPOTHESIS TESTING: CRITICAL EVALUATION OF FREQUENTIST APPROACHES AND BAYESIAN INFERENCE ON SIMULATED DATA Pardomuan Robinson Sihombing
Jurnal Statistika Terapan (ISSN 2807-6214) Vol 6 No 1 (2026): Jurnal Statistika Terapan
Publisher : Badan Pusat Statistik Provinsi NTT

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.64930/jstar.v6i1.142

Abstract

The validity of statistical inference is a key pillar in data-driven decision making, but it is often threatened by the inappropriate selection of methods for non-ideal data. This study aims to evaluate the performance of single-sample hypothesis testing methods by comparing the frequentist paradigm (Student's t-test, Wilcoxon signed-rank test, sign test) and the Bayesian paradigm (Bayes factor). Through Monte Carlo simulations using R Studio with 1,000 iterations, this study investigates statistical power, Type I error rate, and the accuracy of effect size estimates (Cohen's d, Rank-Biserial Correlation, Cohen's g) under Normal, Heavy-tailed (t-Student), and Skewed (Log-normal) distribution conditions with sample variations . The results show that under the t-Student distribution ( ), the Wilcoxon test consistently outperforms the T-test in terms of power (0.514 vs. 0.416 at n ). Another crucial finding is the bias in Cohen's d estimation on Log-normal data, which tends to underestimate the actual impact of location when compared to Rank-Biserial Correlation. The Bayesian approach proved to be more conservative but provided better inference stability in large samples
Comprehensive Policy Analysis Of Indonesia's Poverty Alleviation Strategy Through People's School Education Pardomuan Robinson Sihombing
International Journal of Economics, Science, and Education Vol. 3 No. 3 (2026): International Journal of Economics, Science, and Education (IJESE)
Publisher : CV Pena Jaya Pers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.65254/ijese.v3i3.82

Abstract

Purpose: This study analyzes the policy design and strategic implications of the Sekolah Rakyat (People’s School) program under Presidential Instruction Number 8 of 2025 as an instrument to reduce intergenerational poverty through education. Design/methodology/approach: This study employs a qualitative approach using policy analysis, literature review, and comparative analysis of international educational models, including SEED Schools (USA), Escuela Nueva (Colombia), and BRAC (Bangladesh). The analysis is grounded in human capital theory and social reproduction theory. Findings: The findings indicate that Sekolah Rakyat has the potential to improve educational opportunities for students from low-income families through a state-funded boarding school model. However, challenges related to social stigmatization, institutional segregation, fiscal sustainability, and inter-ministerial coordination may affect program effectiveness. Research limitations/implications: This study is limited to secondary data and qualitative analysis. Future studies should examine the long-term educational and socio-economic impacts of the program through empirical research. Practical implications: The study recommends regulatory harmonization, clearer institutional governance, and more inclusive student admission policies to strengthen program implementation and reduce social stigma. Originality/value: This study offers a policy-oriented analysis of Sekolah Rakyat by integrating educational sociology perspectives with international comparative experiences. Paper type: Literature review
Anomaly Detection in Financial Data: Comparative Analysis of Statistical Methods and Machine Learning in Simulation Studies Pardomuan Robinson Sihombing
Jurnal Akuntansi dan Bisnis Syariah Vol 3 No 1 (2026): Edisi 4
Publisher : Fakultas Ekonomi dan Bisnis Islam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35897/hasina.v3i1.2340

Abstract

The increasing prevalence of financial fraud in the digital era demands the development of reliable and efficient detection methods. This study aims to conduct a systematic comparative analysis of the effectiveness and consistency of seven anomaly detection methods on simulated transactional financial data. The methods tested cover a broad spectrum, ranging from Benford's Law, robust statistical methods (based on MAD), supervised machine learning (Logistic Regression and Random Forest), to unsupervised machine learning (K-Means Clustering and Isolation Forest). Using a simulation study based on R software, a dataset with 20,000 transactions was generated, 5% of which were manipulated as fraud with clear scenarios. The analysis results show that almost all methods successfully detected anomalies with a high success rate. Supervised models, such as Binary Logistic Regression, showed near-perfect performance, while unsupervised methods such as K-Means and Robust Distance (MAD) also showed recall rates above 95%. Although all methods performed well, there were differences in the trade-off between recall and false positives, underscoring the importance of choosing a method that suits business objectives. This study concludes that a layered approach that combines statistical screening with advanced machine learning models is the most comprehensive approach to fraud mitigation
The Dynamics of Indonesian Democracy (2021-2024): A Nonparametric Comparative Analysis of Democracy Indices and Their Aspects Pardomuan Robinson Sihombing
Jurnal Akuntansi dan Bisnis Syariah Vol 3 No 1 (2026): Edisi 4
Publisher : Fakultas Ekonomi dan Bisnis Islam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35897/hasina.v3i1.2356

Abstract

Amidst the global discourse on democratic regression, the state of democracy in Indonesia post-reform continues to show complex dynamics. This study will conduct a longitudinal comparative analysis of the Indonesian Democracy Index (IDI) and its three components—Freedom, Equality, and Capacity of Democratic Institutions from 2021 to 2024 in 34 provinces. Given that the data is not normally distributed based on the Shapiro-Wilk test, the methodology used is the Friedman nonparametric test, followed by the Durbin-Conover post-hoc test for paired comparisons. The results show a statistically significant increase in the composite IDI score (χ2=15.8, p=0.001), the Equality aspect (χ2=21.5, p<0.001), and the Capacity of Democratic Institutions aspect (χ2=29.9, p<0.001) during the observation period. However, a crucial finding shows no statistically significant change in the Freedom aspect (χ2=6.53, p=0.089). This study argues that statistical improvements in several aspects likely reflect procedural and administrative progress driven by government policies. However, this progress can potentially obscure the reality of a more complex and sometimes contradictory substantive democracy, particularly in civil liberties and institutional integrity.
Analysis of Factors Affecting the Position of Indonesia's Foreign Exchange Reserves with ECM Model Pardomuan Robinson Sihombing; Luh Putu Widya Adnyani; Marta Sundari; Miftahul Huda; Syamsul Hidayat
Media Komunikasi Ilmu Ekonomi Vol 42 No 2 (2025): MELATI: Jurnal Media Komunikasi Ilmu Ekonomi Desember 2025
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat Institut Teknologi dan Bisnis Ahmad Dahlan Lamongan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58906/melati.v42i2.306

Abstract

A Foreign exchange reserves are a vital instrument in maintaining Indonesia's macroeconomic stability, particularly in mitigating external turmoil and stabilizing the rupiah exchange rate. This study aims to analyze the factors that affect Indonesia's foreign exchange reserves position for the period from January 2022 to August 2025 using the Error Correction Model (ECM) method. Independent variables used include the Consumer Price Index (CPI), the rupiah exchange rate against the US dollar (IDR/$), and the policy rate (BI Rate). Data was obtained from the publication of Indonesian Economic and Financial Statistics (SEKI) of Bank Indonesia. The results of the Dickey-Fuller Augmented Stationarity test showed that all variables were stationary at the first difference, while the Engle-Granger co-integration test confirmed the existence of a long-term relationship between the variables. The results of the estimation indicate that, in the long term, no variables have a significant impact on foreign exchange reserves. However, in the short term, the exchange rate has a positive and significant influence, while the policy rate has a negative and significant effect on Indonesia's foreign exchange reserves. A value speed of adjustment indicates that short-term imbalances are corrected towards long-term equilibrium each month, indicating a swift adjustment mechanism.
Meta-Analysis: Effectiveness of Enhanced Recovery After Caesarean Surgery (ERACS) on Length of Stay (LoS) Pardomuan Robinson Sihombing
Epidemiology and Society Health Review (ESHR) Vol. 8 No. 1 (2026)
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26555/eshr.v8i1.14767

Abstract

Background: Enhanced Recovery After Caesarean Surgery (ERACS) has evolved as a comprehensive perioperative care protocol to optimise patient recovery and reduce length of hospitalisation. Although individual studies show promising results, there has been no comprehensive meta-analysis of the effectiveness of ERACS on length of stay with a homogeneous methodology. This study aims to analyse the effectiveness of the ERACS protocol compared to conventional treatment on the length of hospitalisation through a systematic review and meta-analysis Method: A Systematic review was conducted following the PRISMA 2020 guidelines for studies that compared ERACS with conventional treatment in the section caesarea. Meta-analysis was performed using a random-effects model with the Jamovi software ESCI package. Heterogeneity was assessed using I² statistics, and sensitivity analysis was performed to test the robustness of the results. Results: Meta-analysis of 6 studies with a total of 820 subjects showed that the ERACS protocol significantly reduced the length of hospitalisation with a weighted mean difference of -21.6 hours (95% CI: -28.3 to -14.9, p = 0.001). Despite the high heterogeneity (I² = 99.5%), all studies showed consistent directional effects in favour of ERACS with a p-value of < 0.05 in all individual studies. Conclusion: Implementing the ERACS protocol provides significant clinical benefits in reducing the length of hospitalisation by almost 1 day compared to conventional treatment, with important implications for healthcare efficiency and cost-effectiveness.
Comparison of Imbalanced Data Methods on Logistics Regression (Case Study: Poverty in Indonesia In 2018) Pardomuan Robinson Sihombing
International Humanities and Applied Science Journal Volume 4, Issue 3, 2021
Publisher : Universitas Mercu Buana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22441/ihasj.2021.v4i3.05

Abstract

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 method applies several resample techniques. They include undersampling, oversampling, a combination of both, and Cost-Sensitive Learning (CSL). The results obtained that both sampling techniques provide optimal results when viewed from the indicators of accuracy, specificity, sensitivity, and AUC. In addition, the results show that in households in rural areas, the head of the household is female, unmarried, has low education, married at an early/old age, and has a large household size, has a greater chance of being poor than other categories. So that targeted and comprehensive policy is needed so that the poverty rate can continue to be reduced and welfare increases
The Effect of Ethanol Addition to Gasoline Fuel: A Comprehensive Analysis of Performance, Emissions, and Material Compatibility Based on Literature Studies Pardomuan Robinson Sihombing
International Journal of Economics, Science, and Education Vol. 3 No. 1 (2026): International Journal of Economics, Science, and Education (IJESE)
Publisher : CV Pena Jaya Pers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.65254/ijese.v3i1.49

Abstract

Background: Using bioethanol as an oxygenate additive in gasoline shows an increasing trend driven by the need for renewable fuels and efforts to mitigate exhaust emissions. Purpose: This study aims to conduct a critical and comprehensive synthesis of the positive and negative impacts of ethanol addition, focusing on engine performance, exhaust emissions, and material compatibility. Design/methodology/approach: The method used was a systematic literature review of primary scientific journals indexed by Scopus and SINTA. Findings: The analysis results show a dualism of impacts: on the one hand, adding ethanol consistently increases engine torque and power and significantly reduces carbon monoxide (CO) and hydrocarbon (HC) emissions. On the other hand, this is offset by the potential for increased fuel consumption due to the lower energy density of ethanol, ambiguous effects on nitrogen oxide (NOx) emissions, and the emergence of serious challenges related to corrosion of metal components and degradation of elastomer materials. Implication: These findings imply that adopting ethanol blends requires a holistic approach, including engine design optimization and improved material specifications in fuel systems to ensure long-term durability and safety. Paper type: Literature review
Projected Benefits Of The Free Nutritious Meals Program In Indonesia: A Comparative Analysis Based On Social Justice Theory And Human Capital Pardomuan Robinson Sihombing
International Journal of Economics, Science, and Education Vol. 2 No. 6 (2025): International Journal of Economics, Science, and Education (IJESE)
Publisher : CV Pena Jaya Pers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.65254/ijese.v2i6.50

Abstract

Background: Indonesia faces a paradoxical development phenomenon: intense and persistent economic growth, high child poverty rates, and stunting prevalence. The government initiated the Free Nutritious Meals Program (FNMP/ MBG) in response. Purpose: This study aims to analyze the projected multisectoral benefits of the MBG program. The method used is a theoretical qualitative literature review, framed by Human Capital Theory and Justice as Fairness Theory. Design/methodology/approach: A comparative analysis was conducted on school feeding programs in Brazil (PNAE), China (NNIP-RCES), and Japan (Kyūshoku). Findings: The results show that international programs have had a significant impact: PNAE in Brazil has empowered the local farming economy, NNIP-RCES in China has measurably improved academic achievement, and Kyūshoku in Japan has integrated nutrition with character education. Implication: These findings imply that MBG has the potential to be a strategic investment that not only improves nutrition but also enhances educational outcomes, stimulates the local economy, and functions as an instrument of fundamental social justice in Indonesia
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 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 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 Luh Putu Widya Adnyani Maharani, Arya Putri Mahuda, Isnaini Maisaroh Maisaroh Marselinus Nirwan Luru Marta Sundari Marta Sundari Marta Sundari Martina Cecilia Adriana Maryani, Sri Masruri Mochtar Maulidiyah, Syafrina Maydita Ayu Nursaskiawati Mella Anisa Miftahul Huda 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 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 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 Sinarta Putra P. Surbakti Sitorus, Yosef Felix Sodiqin, Achmad Sri Murdaningrum Sri Murtiningsih Stephanus, Matthew Sukarsa, Galuh Prabaningrum Ayu 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 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