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Prediksi Harga Saham Indonesia pada Masa Covid-19 Menggunakan Regresi Pohon Keputusan Rina Nopianti; Andreas Tri Panudju; Angrian Permana
Jurnal Ecodemica : Jurnal Ekonomi Manajemen dan Bisnis Vol 6, No 1 (2022): Jurnal Ecodemica: Jurnal Ekonomi, Manajemen dan Bisnis
Publisher : LPPM Universitas BSI

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (354.204 KB) | DOI: 10.31294/eco.v6i1.11365

Abstract

Stock price prediction is an interesting area of data mining. Many variables affect stock prices. Stock prices fluctuate, especially in the Covid-19 era which has an impact on the economy. This study aims to predict the stock price of Indonesian telecommunications, especially in the covid19 era. The object of this research is the financial statements of companies listed on the Indonesia Stock Exchange, where data related to stock prices of telecommunications companies are used as samples in the data processing of this study. In this study, the regression techniques that will be used are Multiple Linear Regression, Support Vector Regression, Decision Tree Regression, and K-Nearest Regression. The results showed that the fundamental data and stock prices have a relationship. High correlation coefficient resulted from Decision Tree Regression and K-Nearest Regression. Decision Tree Regression produces good results on the Train Test Split and KFold Cross Validation data, 2.99% and 2.98% repeatedly. It can conclude that despite the fact that the pandemic scenario has had a significant impact on the stock market, the study's findings suggest that fundamental data and stock prices have a relationship. Decision Tree Regression and K-Nearest Regression both produced high correlation coefficients.  Keywords: Stock Price, Prediction, Decision Tree, Regression, COVID-19
Value Creation dengan Penerapan Prinsip-Prinsip Lean Manufacturing dalam Accounting Rina Nopianti; Andreas Tri Panudju; Umi Marfuah
Owner : Riset dan Jurnal Akuntansi Vol. 3 No. 1 (2019): Owner Vol 3 No. 1, Periode Februari 2019
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (775.843 KB) | DOI: 10.33395/owner.v3i1.86

Abstract

In many cases, some conventional accounting practices are no longer compatible with the complex manufacturing environment. The proposed this research is to inspire a systems thinking theory and a value chain management, building a business model that prioritizes customers. The objective of this paper is to find out how accounting techniques can optimize of resource utilization wihich would lead in creating value. The second objective is to minimize the lack of conventional accounting using the accounting method that appears. The method in this shis paper is a qualitative research by considering the inductive method designed as a single case study. Empirical data is used based on classic single case control studies that embedded designs including survey data, academic papers theoretical reviews, data collection from interviews, annual reports and documents collected from case companies. The research found that the management accounting system could be integrated in the framework of Just in Time (JIT) + Total Cost (TC) + Time Driven- Activity Based Costing (TD-ABC) + Balance Scorecard (BSC) to develop lean accounting. The utilization of resource is optimized after non-value added activities are eliminated.
ANALISA KESEHATAN KEUANGAN PT. BANK BUKOPIN TBK Rina Nopianti
Banque Syar'i : Jurnal llmiah Perbankan Syariah Vol 3 No 2 (2017): Juli - Desember 2017
Publisher : Departement of Islamic Banking, Faculty of Islamic Economics and Business, The State of Islamic University (UIN) Sultan Maulana Hasanuddin Banten,

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (488.619 KB) | DOI: 10.32678/bs.v3i2.1906

Abstract

Bank Bukopin (Persero) Tbk is one of the Indonesian government-owned banks. Bank Bukopin continuously conducts evaluations and improvements, especially in the areas of service, product development, marketing functions and development of office network, in order to realize the vision as a trusted bank in financial services. This is evident from the analysis of financial performance in the period 2014-2016 which shows an increasing trend every year. The purpose of this study are: "To analyze / know the financial performance at PT. Bank Bukopin Tbk year 2014-2016 using CAMEL method This research uses descriptive analysis method, that is explaining the rating of bank soundness by using CAMEL method. Model of data analysis method used is descriptive analysis model. Based on CAMEL method analysis, PT. Bank Bukopin Tbk is a well-respected banking company. This is indicated by the value of CAMEL from 2014 to 2016 in a row is 85.31; 83.89 and 83.09. Based on the calculation results, it can be seen that PT. Bank Bukopin Tbk can still continue its business, although during the period 2014 to 2016 the value of CAMEL PT. Bank Bukopin Tbk experienced a downward trend. It also shows that during the same period, PT. Bank Bukopin Tbk has a good performance in the management of all the resources it has when viewed based on CAMEL Ratio calculation results
Pengaruh tata kelola perusahaan, kualitas audit, dan konservatisme terhadap persyaratan agunan pinjaman Rani Puspa; Leni Triana; Rina Nopianti; Prastika Suwandi Tjeng
Jurnal Ekonomi Modernisasi Vol. 17 No. 2 (2021): Juni
Publisher : Fakultas Ekonomika dan Bisnis, Universitas Kanjuruhan Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (249.78 KB) | DOI: 10.21067/jem.v17i2.5419

Abstract

Debtors and creditors have equal access to information about default risks in competitive credit markets. Loan collateral is less important in credit decision-making in these circumstances. However, in emerging credit markets such as Indonesia, where debtors and creditors do not have equal information about a firm's prospects, the use of collateral to mitigate default risk has become common practice. Despite the strong theoretical framework for the use of collateral to secure creditors from credit risk, some Indonesian firms are exempt from providing collateral for bank debts. This study looks at how the independence of the Board of Commissioners, governance committees, audit quality, and conservatism affect the likelihood of using debt collateral. Around 785 firms listed on the Indonesia Stock Exchange were collected using Slovin's formula, during the sample period of 2017-2020. According to logistic regression analysis, firms with a more independent Board of Commissioners, a separate governance committee, Big 4 auditors, and conservative accounting policies are less likely to provide loan collateral
Faktor-Faktor yang Berperan pada Literasi Keuangan Mahasiswa Muslim di Kota Serang Ibrohim Ibrohim; Leni Triana; Rina Nopianti
Owner : Riset dan Jurnal Akuntansi Vol. 6 No. 4 (2022): Artikel Volume 6 Issue 4 Periode Oktober 2022
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/owner.v6i4.1084

Abstract

Various financial literacy education programs are organized by the Financial Services Authority to improve public financial literacy. Students and university students in general are the main focus of financial education efforts aimed at educating the general public. College students are one of the priority targets of the Indonesian Financial Services Authority's (OJK) financial education programs in Indonesia. The purpose of this study was to (1) assess the level of Islamic financial literacy among Serang college students and (2) investigate the factors that influence their level of Islamic financial literacy. The score of Islamic financial literacy was used as the independent variable in this study. The dependent variables are gender, university, Grade Point Average (GPA), information sources, and religiosity. The descriptive analysis and structural equation modeling partial least squares are used to analyze the data (SEM-PLS). According to the estimation results, the level of Islamic financial literacy among Muslim students in Serang is 50.2 percent, which is classified as sufficient literate. Gender and university were found to have a positive and significant influence on the level of Islamic financial literacy of Muslim students in Serang, according to the study.
Development of Financial Management and Production Process for Bag Craft SME Workers in Serang Regency Andreas Tri Panudju; Rina Nopianti; Mochamad Fahru Komarudin; Leni Triana; Prastika Tjeng Suwandi
Jurnal Pengabdian Masyarakat Formosa Vol. 2 No. 2 (2023): April 2023
Publisher : PT FORMOSA CENDEKIA GLOBAL

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55927/jpmf.v2i2.3833

Abstract

The development of SMEs through a business empowerment approach needs to pay attention to social and cultural aspects in each region. Based on the analysis of the needs of each UKM and the agreement between the service team and the partner UKMs, the target to be achieved in implementing the service program in the context of solving partner problems is how to improve bookkeeping including aspects of inventory lists, initial balance sheets, diaries, purchase books, books sales, book inventory, calculate profit and loss, make a final balance sheet and be able to calculate the cost of production per unit based on orders or other products, add product types and diversify product designs, and procure machinery ergonomic sewing for SME partners.
Pengaruh Leverage dan Likuiditas terhadap Nilai Perusahaan dengan Pemoderasi Umur Perusahaan Rina Nopianti; Mochamad Fahru Komarudin; Leni Triana
Owner : Riset dan Jurnal Akuntansi Vol. 7 No. 3 (2023): Vol. 7 No. 3 (2023): Research Artikel Volume 7 Issue 3: Periode Juli 2023
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/owner.v7i3.1607

Abstract

This study aims to explore how leverage and liquidity affect the value of companies listed on the Indonesia Stock Exchange from 2018 to 2022. Firm age is also considered a moderating variable in the analysis, using a sample of 15 companies using SPSS 23.0 for quantitative data analysis. Secondary data were used which were obtained from annual reports taken from the respective company websites and the website of the Indonesia Stock Exchange (IDX). The research population consists of banking companies listed on the IDX in the 2018-2022 period. The results of the study found that leverage has a significant negative effect on firm value, while the liquidity ratio has no significant effect. In addition, firm age was found to moderate the relationship between leverage and firm value, but not the relationship between liquidity and firm value. The analysis shows that the combined leverage ratio and liquidity account for 81.9% of the variance in firm value, with the remaining 18.1% being influenced by other variables not included in the study. It can be concluded that leverage has a significant negative effect on firm value, while liquidity has no impact on firm value. In addition, firm age can moderate the relationship between leverage and firm value, but not moderate the relationship between liquidity and firm value in companies listed on the Indonesia Stock Exchange. This study provides valuable insights, emphasizing the importance of firm age as a moderating variable in the relationship between leverage and firm value.
TAX PLANNING STRATEGIES FOR SMALL AND MEDIUM ENTERPRISES Loso Judijanto; Rina Nopianti; Prastika Suwandi Tjeng; Al-Amin
INTERNATIONAL JOURNAL OF SOCIAL AND EDUCATION Vol. 1 No. 4 (2024): July
Publisher : Pondok Pesantren Baitul Quran

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Effective tax planning is critical to the success of Small and Medium Enterprises (SMEs) as it reduces tax costs and allows the business to continue operating and growing. The methodology of this research is literature reading. The results showed that SMEs that successfully utilise tax planning can significantly reduce tax liabilities and provide greater financial stability. The investigation also revealed that a functional financial system, which involves accurate financial record-keeping and utilisation of modern accounting technology, is critical to effective tax planning. As a result, the implementation of effective tax planning strategies can generate long-term competitive advantage for small businesses, facilitating growth and competitiveness in a competitive market.
Analisis Bibliometrik tentang Kebijakan Pajak dan Pertumbuhan Ekonomi Loso Judijanto; Prastika Suwandi Tjeng; Rina Nopianti; Indah Oktari Wijayanti
Jurnal Multidisiplin West Science Vol 3 No 12 (2024): Jurnal Multidisiplin West Science
Publisher : Westscience Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58812/jmws.v3i12.1860

Abstract

Penelitian ini menggunakan pendekatan bibliometrik untuk menganalisis literatur terkait kebijakan pajak dan pertumbuhan ekonomi, dengan data yang diperoleh dari database Scopus. Hasil analisis menunjukkan bahwa tema utama seperti economic growth, fiscal policy, dan taxation mendominasi penelitian, mencerminkan fokus literatur pada hubungan antara kebijakan fiskal dan indikator makroekonomi. Selain itu, topik keberlanjutan, seperti carbon tax dan sustainable development, juga menunjukkan peningkatan perhatian dalam literatur, menyoroti peran kebijakan pajak dalam mendukung tujuan keberlanjutan global. Analisis kolaborasi internasional mengungkapkan bahwa Amerika Serikat dan China menjadi pusat penelitian utama, diikuti oleh Inggris, India, dan Kanada. Namun, kontribusi dari negara berkembang seperti Pakistan dan Rusia juga mulai meningkat. Studi ini mengidentifikasi beberapa celah penelitian, termasuk kurangnya eksplorasi tentang integrasi teknologi dalam sistem perpajakan dan dampaknya terhadap keputusan mikroekonomi. Temuan ini memberikan panduan bagi penelitian dan kebijakan masa depan untuk merancang kebijakan pajak yang lebih efektif, adil, dan berkelanjutan.
PELATIHAN PENGGUNAAN MS EXCEL DALAM MEMBUAT LAPORAN KEUANGAN UMKM DI KELURAHAN BANJAR AGUNG, CIPOCOK JAYA, SERANG-BANTEN Panudju, Andreas Tri; Nopianti, Rina; Tjeng, Prastika Suwandi; Hayyin, Fajar; Surani, Dewi
PEDAMAS (PENGABDIAN KEPADA MASYARAKAT) Vol. 2 No. 06 (2024): NOVEMBER 2024
Publisher : MEDIA INOVASI PENDIDIKAN DAN PUBLIKASI

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Abstract

Kegiatan ini bertujuan untuk peningkatan kompetensi pelaku UMKM di RW. 10 Kelurahan Banjar Agung, Cipocok Jaya, Kota Serang, khususnya melalui penggunaan Microsoft Excel untuk keperluan penyusunan laporan keuangan UMKM warga. Pada tahap awal, tim abdimas melakukan survei untuk menilai kondisi dan lokasi tempat kegiatan. Selain itu, tim juga penyusunan materi yang akan digunakan untuk kegiatan pelatihan. Inisiatif pengabdian masyarakat ini meliputi presentasi, disertai dengan sesi tanya jawab, serta latihan praktis. Kegiatan ini yang berfokus pada pemanfaatan Microsoft Excel untuk penyusunan laporan keuangan UMKM, yang secara efektif meningkatkan keterampilan teknologi terkait penggunaan komputer, telah dilaksanakan dengan baik. Umpan balik yang diterima menunjukkan bahwa kegiatan ini memiliki relevansi yang signifikan dengan kebutuhan peserta. Mereka merasa bahwa mereka telah memperoleh pengetahuan dan kompetensi yang berharga. Warga RW 10 Kelurahan Banjar Agung menyatakan kepuasan dan apresiasi yang cukup besar terhadap pelatihan yang ditawarkan. Mereka mengakui bahwa pengetahuan yang diperoleh dalam menggunakan Ms Excel akan secara signifikan memfasilitasi kemampuan mereka dalam menyusun laporan keuangan. Pendekatan ini akan secara signifikan mengurangi ketergantungan pada kertas untuk penyimpanan data penghuni, sehingga mengurangi potensi risiko kehilangan atau kerusakan.