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Analisis Peramalan Profitabilitas PT. Samudera Indonesia Tbk Menggunakan Metode Regresi Linear Shiela, Fadia Jasmine Has; Hasanah, Indah Karimatul; Herlambang, Teguh; Ramadhan, Rizky; Hamdani, M. Yusuf; Nafa, Mulya
Zeta - Math Journal Vol 9 No 1 (2024): Mei
Publisher : Universitas Islam Madura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31102/zeta.2024.9.1.41-49

Abstract

Logistics companies contribute significantly to economic growth and play an important role in global supply chains. Profitability is the main indicator of business success. The profit forecasting model helps managers improve financial performance efficiently and effectively. This research optimizes the financial performance of PT Samudera Indonesia Tbk by forecasting net profit using the linear regression method. Financial data from 2018 to 2023 was collected from the IDX website. Simulation analysis using Python shows that the independent variables in linear regression have a significant effect on the profitability of PT Samudera Indonesia Tbk. The regression coefficient shows the strength of the relationship between the independent and dependent variables. Linear regression models can predict profitability based on the variables considered. The aim of this research is so that PT Samudera Indonesia Tbk can carry out better financial planning and decisions based on accurate predictions. This research contributes to improving the operational efficiency and effectiveness of the company's business strategy, which has a positive impact on profitability and long-term growth. Overall, the application of the linear regression method in forecasting, with an RMSE value of 0.0645, is an effective tool for PT Samudera Indonesia Tbk to optimize financial performance amidst complex business competition.
Edukasi Peningkatan Pengetahuan dan Keterampilan Penganggaran Modal serta Investasi Aset Riil untuk Usaha Lokal bagi Siswa SMA Negeri 1 Bangkalan | Education to Enhance Knowledge and Skills in Capital Budgeting and Real Asset Investment for Local Businesses among Students of SMA Negeri 1 Bangkalan Hakiki, Moh Saiful; Hasanah, Indah Karimatul; Anggraini, Nirmala; Setiawan, Randy Budi; Fadilah, Rista Nur; Putri, Yulita Dwi Fryanto
Indonesia Berdaya Vol 6, No 2 (2025)
Publisher : UKInstitute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47679/ib.20251132

Abstract

Kegiatan Pengabdian Kepada Masyarakat (PKM) yang dilaksanakan ini bertujuan untuk meningkatkan pengetahuan dan keterampilan siswa SMA Negeri 1 Bangkalan dalam penganggaran modal dan investasi aset riil melalui kegiatan edukasi yang terstruktur dan aplikatif. Metode yang digunakan adalah pelatihan interaktif dengan pendekatan partisipatif yang melibatkan penyampaian materi, diskusi kelompok, dan simulasi praktik pengelolaan keuangan usaha. Hasil evaluasi menunjukkan peningkatan signifikan dalam pemahaman peserta terhadap konsep penganggaran modal, pencatatan arus kas, serta strategi investasi aset riil yang efektif. Selain itu, siswa mampu mengaplikasikan pengetahuan tersebut dalam konteks usaha lokal yang relevan dengan lingkungan mereka. Kegiatan diharapkan meningkatkan literasi keuangan dan menumbuhkan kesadaran akan urgensi dan relevansi dari manajemen keuangan yang baik untuk mendukung keberlanjutan usaha. Temuan memberikan implikasi positif bagi pengembangan program edukasi kewirausahaan di tingkat sekolah menengah atas, khususnya dalam membekali generasi muda dengan keterampilan manajerial yang praktis dan aplikatif. Abstract. The Community Service Activity (PKM) carried out aims to improve the knowledge and skills of students at SMA Negeri 1 Bangkalan in capital budgeting and real asset investment through structured and practical educational activities. The method used is interactive training with a participatory approach that involves material delivery, group discussions, and practical simulations of business financial management. Evaluation results show a significant increase in participants’ understanding of capital budgeting concepts, cash flow recording, and effective real asset investment strategies. Moreover, students are able to apply this knowledge in the context of local businesses relevant to their environment. The activity is expected to enhance financial literacy and foster awareness of the urgency and relevance of good financial management to support business sustainability. The findings provide positive implications for the development of entrepreneurship education programs at the senior high school level, particularly in equipping the younger generation with practical and applicable managerial skills.