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Pengaruh Indeks Produksi Industri, Suku Bunga BI Rate dan Capital Adequacy Ratio Terhadap Non Performing Loan pada Industri Perbankan Indonesia Periode 2017–2024 Adam Ramadan Harahap; Harya Kuncara Wiralaga; Karuniana Dianta Arfiando Sebayang
Jurnal Ilmiah Ekonomi dan Manajemen Indonesia Vol. 2 No. 1 (2026): JANUARI -JUNI
Publisher : Indo Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63822/nwp4bm17

Abstract

This study aims to analyze the effect of the Industrial Production Index (IPI), BI Rate, and Capital Adequacy Ratio (CAR) on Non-Performing Loans (NPL) in the Indonesian banking sector during the period 2017–2024. NPL is one of the key indicators used to assess credit quality and the stability of the banking sector. An increase in the NPL ratio may elevate systemic risk and potentially disrupt overall financial system stability. Changes in macroeconomic conditions and internal banking factors are assumed to play a role in influencing the level of NPL; therefore, empirical analysis is required to better understand these relationships.This study employs a quantitative approach using monthly time series data obtained from official publications of Bank Indonesia, Statistics Indonesia (BPS), the Financial Services Authority (OJK), and CEIC Data. The analytical method used is multiple linear regression with the assistance of SPSS software. Prior to model estimation, the data were tested using descriptive statistics, stationarity tests, classical assumption tests, and outlier treatment to ensure the validity and reliability of the model. The results indicate that the Industrial Production Index (IPI) has a positive but insignificant effect on NPL. Meanwhile, the BI Rate has a negative and significant effect on NPL, indicating that interest rate policy is associated with banking credit quality. In addition, the Capital Adequacy Ratio (CAR) is found to have a positive and significant effect on NPL, suggesting that higher bank capital is associated with increased exposure to credit risk. Based on these findings, it can be concluded that external factors such as monetary policy and internal banking factors play a role in influencing NPL, although not all variables show a significant effect. However, simultaneously, the three variables have a significant effect on NPL. This study is expected to contribute to the development of literature in the banking sector and serve as a reference for relevant stakeholders in maintaining financial system stability.
Analysis of CPO Exports Using the Gravity Model Approach: Indonesian CPO Exports with Competitor Malaysia in the Main Markets of China and India Nissa Nur Awaliyah; Haryo Kuncoro; Karuniana Dianta Arfiando Sebayang
Journal of Digital Business and Global Economy Vol. 1 No. 3 (2025): Journal of Digital Business and Global Economy
Publisher : Asosiasi Transformasi Digital Dan Bisnis Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.64243/JODIGBI.01.3.02

Abstract

This study aims to determine the Revealed Comparative Advantage analysis and the gravity model approach of Indonesian CPO exports with competitor Malaysia in the main markets of China and India. This study employs the RCA competitiveness method and determinant analysis using panel data regression. The analysis tool used is E-Views 12. This study utilizes secondary data from the two main crude palm oil-producing countries, Indonesia and Malaysia, in the largest CPO export markets of China and India. The data sources for this study include UN Comtrade, Trading Economics, Time and Date, World Development Indicators, the World Bank, previous studies, research journals, books, and other literature. The results of this study indicate that both Indonesia and Malaysia have an RCA value greater than 1. However, Indonesia is more advantageous than Malaysia. Economic distance has a positive and significant impact on the volume of CPO exports from Indonesia and Malaysia. International CPO prices have a negative and significant impact on Indonesia's CPO export volume. International CPO prices have a negative but insignificant impact on Malaysia's CPO export volume. Exchange rates have a negative and significant impact on Indonesia's and Malaysia's CPO export volumes. The real GDP of export destination countries has a positive but insignificant impact on Indonesia's and Malaysia's CPO export volumes.
Analisis Target dan Realisasi Pajak Daerah di Kota Bogor dan Kabupaten Kuningan pada Tahun 2017–2024 Dona Denise Osman; Harya Kuncara Wiralaga; Karuniana Dianta Arfiando Sebayang
Ekopedia: Jurnal Ilmiah Ekonomi Vol. 2 No. 2 (2026): APRIL-JUNI 2026
Publisher : Indo Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63822/13xe6c94

Abstract

This study aims to analyze the target and realization of local taxes in Bogor City and Kuningan Regency for the period 2017–2024, and to compare the revenue patterns before, during, and after the Covid-19 pandemic. This study employs a quantitative approach with comparative analysis, paired sample t-test, and one-way ANOVA. The results indicate that there is no significant difference between local tax targets and realizations across periods, suggesting that local tax revenue demonstrated sufficient resilience against economic shocks. However, descriptive analysis reveals differences in patterns between regions, where Bogor City as an urban area was more sensitive to changes in economic conditions, while Kuningan Regency with its agrarian characteristics showed more stable revenue. In terms of target achievement, Bogor City failed to meet its target twice, while Kuningan Regency failed six times throughout the study period. This study is expected to serve as a reference for local governments in formulating adaptive fiscal policies in accordance with the economic characteristics of their respective regions
Social Media Marketing Optimization to Increase MSME Brand Preference: Systematic Literature Review Laelah Purnamasari; Mohamad Rizan; Karuniana Dianta A. Sebayang; Setyo Ferry Wibowo
Digital Economic, Management and Accounting Knowledge Development (DEMAnD) Vol 6 No 1 (2024): June 2024
Publisher : Universitas Linggabuana PGRI Sukabumi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46757/demand.v6i1.379

Abstract

This research discusses the importance of optimizing social media marketing strategy for Micro, Small, and Medium Enterprises (MSMEs) to increase brand preference and business success. By considering the characteristics of MSMEs such as size, industry, and experience in using social media, this research highlights several implications that can serve as guidelines for MSMEs in developing effective marketing strategies. In the modern business context, social media has become a very important tool in marketing. However, effective use of social media requires a strategy tailored to each business's characteristics and needs. Micro, Small, and Medium Enterprises (MSMEs) are a sector that needs the right strategy to utilize social media to increase brand preference and competitiveness. This study aims to explore the implications of MSME characteristics on the effectiveness of social media marketing strategies. By taking into account the size of the businesses, the industry in which they operate, and their level of experience in using social media, this study provides deep insights into how MSMEs can optimize their use of social media. One important implication is the need to develop a marketing strategy that is tailored to the needs and target audience of MSMEs. Quality content, active interaction with the audience, effective use of advertising, and continuous data analysis are key factors that MSMEs should consider in designing their social media marketing strategy. The results of this study can provide practical guidance for MSMEs in developing more effective marketing strategies and increasing their business success through social media. By understanding the implications of their characteristics, MSMEs can better utilize the full potential of social media to achieve marketing goals and increase brand preference in an increasingly competitive market
Pengaruh Biaya Produksi Padi, Harga Gabah, dan Distribusi Beras Terhadap Harga Beras di Indonesia Tahun 2017-2024 Diary Natama; Karuniana Dianta A.S; Dicky Iranto
Jejak digital: Jurnal Ilmiah Multidisiplin Vol. 2 No. 3 (2026): MEI 2026
Publisher : INDO PUBLISHING

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63822/n184ax10

Abstract

This study aims to analyze the influence of paddy production cost, grain price, and rice distribution on rice price in Indonesia. A quantitative approach was employed using panel data regression analysis to examine the effects of the independent variables paddy production cost, grain price, and rice distribution on the dependent variable, namely rice prices at the consumer level. Secondary data were obtained from the Central Statistics Agency (BPS) and the Agricultural Data and Information System Center of the Ministry of Agriculture, covering 32 provinces over the 2017–2024 period. The analysis was conducted using the Random Effects Model (REM) with the assistance of EViews version 12 software. The results indicate that paddy production costs and grain prices have a positive and significant effect on rice prices, suggesting that increases in these two variables tend to drive rice prices upward. In contrast, rice distribution does not exert a significant influence on rice prices, indicating that logistics and distribution factors have not yet emerged as dominant determinants in rice price formation. These findings underscore the importance of government policies aimed at controlling production costs and stabilizing grain prices to ensure the affordability of rice for consumers
Co-Authors - Kardoyo Adam Ramadan Harahap Aditya Pratama ADITYA PRATAMA Agus Wibowo Agus Wibowo Agus Wibowo Ahmad Nuh Anggi Novia Fitriani Ardilah Fitriani Astriawati Aula Afif Kurniawan Belinda Febrina Bobby Gustmaloe Choirul Anwar CHOIRUL ANWAR Darma Rika Swaramarinda Destria Kurnianti Diary Natama Dicky Iranto Dicky Iranto Dicky Iranto Dila Lestari, Fitra Dona Denise Osman Dwi Handarini Dwi Handarini, Dwi Eka Fitriyani, Eka Eka Sulistyawati Ervina Maulida Erwinsyah, Hendi Fadhil Firmansyah Fardani, Fayza Eka Fitrianingsih, Yuli Gina Mufidah Haneul Hanifah Nurul Maarib Harya Kuncara Wiralaga Haryo Kuncoro Haryo Kuncoro Haryo Kuncoro Henry Eryanto Hera Khairunnisa I Ketut R. Sudiarditha Indra Pahala Ira Amelia Iranita Iranita Isnaini Intan Permadani Khafifah, Aura Khairunnisa, Hera Laelah Purnamasari Malzara, Vidia Ratu Balqis Marsofiyati Marsofiyati Mohamad Rizan Mohammad Sofwan Effendi Mohd Hasimi Yaacob Muflihina, Isma Muhammad Hakimi Mohd Shafiai Muhammad Hasan Muhammad Misbakul Munir Muhammad Rio Julianto Muhammad Yusuf MUHAMMAD YUSUF Munawaroh Munawaroh Mundhiharno Nabila Syaharani Nabilla Ekariyana Mursita Nadiah Nurli Fadilah Nindi Aulia Putri Niretno Pratiwi Nirma Hellyatul Auwalia Nissa Nur Awaliyah Nugroho, Kevin Anand Nur Fatwa Nurdiana Nurlatifah, Dewi Permadani, Isnaini Intan Putri, Rananda Elliza Qurotul Aini RHI Muhammad Ibnu Hibban Riswandi Rubiah Rubiatul Adawiyah safitri, gita Safitri, Sahdia Saparuddin Mukhtar Saptono, Ari Sari, Rini Nurmala Selly Yolanda Selly Yolanda, Selly Setyo Ferry Wibowo Silalahi, Sonya Marintan Siti Aisyah Amini Siti Fatimah Zahra Siti Fatimah Zahra Sri Indah Nikensari Sufriyandi Suparno Suparno Suparno Suparno Suparno Suryadi Suryadi Syifa Habibah Syifa Wulandari Thamrin Tahir Tumpal Manik Widawati, Cindi Dyah Widiyanto, Haya Haura Yaacob, Mohd Hasimi Yuliansyah, Ardian Ridho Zahra, Siti Fatimah Zaki, Mochammad Choirul