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Journal : Indonesian Journal of Contemporary Multidisciplinary Research

Forecasting Indonesia's Gross Domestic Product Using Extreme Learning Machine and Double Exponential Smoothing Bria, Anggelina Yuniance; Miswanto; Biyanto, Frasto; Siregar, Baldric
Indonesian Journal of Contemporary Multidisciplinary Research Vol. 4 No. 1 (2025): January 2025
Publisher : PT FORMOSA CENDEKIA GLOBAL

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55927/modern.v4i1.13265

Abstract

Gross Domestic Product (GDP) is one of the main indicators used to measure the economic condition of a country. Stable economic growth is crucial for achieving societal well-being; however, there are various factors that influence GDP fluctuations. Internal factors, such as ineffective fiscal and monetary policies, as well as external factors like changes in global economic conditions and geopolitical instability, can lead to instability in GDP growth. To improve GDP stability, appropriate fiscal and monetary policies, infrastructure investments, productivity enhancement, and the promotion of industry and the creative economy are necessary. This study employs two forecasting methods, namely Extreme Learning Machine (ELM) and Double Exponential Smoothing (DES), to analyze and predict economic growth based on historical GDP data. The results show that both methods can be used effectively to predict GDP growth, with ELM demonstrating superior ability in producing more accurate forecasts. By applying the right methods, it is expected that stable GDP growth can be achieved, leading to improved societal well-being and advancing the nation's progress.
The Spatial Lag X Method Using Three Types of Distance Weighting in Food Security Data Analysis in Central Sulawesi Mbete, Roselina Lucia Ketty; Miswanto; Biyanto, Frasto; Siregar, Baldric
Indonesian Journal of Contemporary Multidisciplinary Research Vol. 4 No. 1 (2025): January 2025
Publisher : PT FORMOSA CENDEKIA GLOBAL

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55927/modern.v4i1.13266

Abstract

Food security is a critical global issue due to rapid population growth and the increasing impacts of climate change. This study aims to analyze food security and identify spatial patterns among regions in Central Sulawesi in 2022. A Spatial Lag X method was applied, enhanced with three distance weighting techniques: Inverse Distance Weighting (IDW), Exponential Distance Decay (EXP), and Double Power Distance (DPD). These were used to assess the spatial influence on food security data, sourced from the Central Sulawesi Statistics Bureau. The Spatial Lag X approach integrates neighboring regions’ variables to explain the dependent variable. The findings reveal that with IDW and EXP weights at a 10% significance level, no variables significantly influenced the Food Security Index. However, using DPD weights, Gross Regional Domestic Product (GRDP) per capita at current prices (X4) significantly influenced the Food Security Index at a 10% level. The DPD-weighted Spatial Lag X model was identified as the best model for analyzing food security in Central Sulawesi in 2022, achieving an AIC value of 23.91885 and an R² of 0.9977. This study highlights the importance of spatial factors in understanding regional food security dynamics.
The Influence of Competitive Advantage, Market Orientation, and Partnerships on Reddoorz's Marketing Performance Neno, Yohanes Robinsius; Miswanto, Miswanto; Siregar, Baldric; Biyanto, Frasto
Indonesian Journal of Contemporary Multidisciplinary Research Vol. 3 No. 6 (2024): November 2024
Publisher : PT FORMOSA CENDEKIA GLOBAL

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55927/modern.v3i6.12545

Abstract

The aim of this study is to evaluate the impact of competitive advantage, market orientation, and partnerships on the marketing performance of RedDoorz, a rapidly growing budget accommodation platform in Indonesia. Using a quantitative approach, primary data were collected through questionnaires distributed to 40 selected respondents using a purposive sampling technique. Based on multiple linear regression analysis, the findings indicate that competitive advantage and partnerships have a positive and significant influence on marketing performance, while market orientation does not show a significant effect. Theoretically, this study supports the resource-based view theory and serves as a reference for future research in this area. Practically, the findings can be utilized by RedDoorz management to formulate strategies aimed at enhancing competitiveness and marketing performance amidst increasingly intense competition.
Co-Authors Aditia Yusuf Setiawan Aditya Candra Kusuma Al.Patriot Putera Mahendra Alda Yuliana Amalia, Yusrina Anacleto Roberto Carolina Soares Anjar Surdiyani Annisa Anti Aulia Nuri Saragih Aprih Santoso Aslan, Vajrin Syawaluddin Baldric Siregar Baldric Siregar Baldric Siregar Bambang Setia Wibowo Beby Ayu Wardhani BIYANTO, FRASTO Bria, Anggelina Yuniance Brito, Sr. Ervinia Martins Devi Tri Nugraheni Dewi Fitriyani Diczon Stevanus Oematan Dwi Murniyati Edigar Filipe Pereira Eggi Sandy Tesa Eka Puspita Sari Eka Puspita Sari Eko Prasetio, Eko Endarwati Endarwati Ernawan Septia Putri Ussholehah Fadli, La Ode Fdiah Ulima Tiarsih, Waitun Nur Fernandes, Adelia Fithratun Nuha Tsabita Francisco Martins Da Silva FRASTO BIYANTO Frasto Biyanto Gabriela Rosellini Wisnu Geraldin Gusmao, Maria Alda Saores Horacio, Amancio Irma Oktarina Safitri Isnanda Zainur Rohman, Isnanda Zainur Izza Salsabila Jatinugroho, Robertus Cahyo Jatmiko, Muji Setyo Juvin Setyarini Lisa Astuti Lu’lu’ Nafiati Marufi, Muqorrobien Mbete, Roselina Lucia Ketty Meidi Syaflan, Meidi Meiliasari, Vika Mohamad Faiz Arrafi Mubarok, Rijal Rizki Muhammad Nabil Bouxit Murniyati, Dwi Neno, Yohanes Robinsius Ni Kadek Dwi Ervina Nonis , Maria Febriani Nopi Handayani Nugraha, Mochamad Saddam Ilyas Nur Diana Nur Wulandari, Diah Novita Oktafiani, Vani Pane, Mimi Meriami Br Patmawati, Desi Perdana, Oksa Wisnu Pereira, Deolindo Henrique Pereira, Edigar Filipe Pereira, Filipe Mendes Pinto, Leonardo Pratama, Yondik Army Pratiwi, Chris Indah Putra, Gregorius Okta Putri Arneta Sidik Putri Dharmana, Vanessa Putri, Ajeng Kharisma Qorry Fatona, Arifa Rahmawaty, Anisa Rajabuan, Ance Costansa Ratnasari, Intan Riana Riana Rina Wulandari Rizka Ageng Pertiwi Rois Arifin Rosalina Deviyanti Rr. Niken Purwasari Santosa, Harjuna Cipta Saores Gusmao, Maria Alda Sarmento, Tito Apolinario Sempati May Al-Farrasi Seno Bagus W, R. Stefanus Setyarini, Juvin Shandhi Alamsyah Shandhi Alamsyah Shilfiyana, Dhindha Shofia Suparti Shofia Suparti Sirait, Dian Rumintang Irianti Soares, Anacleto Roberto Carolina Soares, Casimiro Soares, Luis Americo Sonia Putri, Syifa Syifa Sonia Putri Talentia Herri Christiana Terra, Inai Theresia Trisanti Tiara Nur Anisah Tiara Nur Anisah Titik Kusmantini Totok Wijayanto, Totok Ula Restu Rafifah V. da Silva, Rita de Fátima Vajrin Syawaluddin Aslan Veronica Sunarto Ximenes Watang, Kirenius Conny Chapry Wibisana, Luqman Ikhsanudin Wijaya, Nikodemus Hans Setiadi Wulandari, Amalia Dewi Ximenes, Antonio Yanuar Rifqi Abdullah Yanuar Rifqi Abdullah Yessi Ria Angelia Yudhasepti, Wikarisa Zahra, Zulfa Putri Az-