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APPLICATION OF DATA WAREHOUSE FOR ANALYZING THE EFFECT OF FINANCIAL RATIOS ON STOCK PRICES IN CONSUMER NON-CYCLICALS COMPANIES LISTED ON THE INDONESIA STOCK EXCHANGE FROM 2022 TO 2024 Oktavian Luthfi Khairan Somali; Muhammad Aghnat Mumtaz; Ahmad Abdul Faqih; Muhammad Jafni Abbas; Rido Dwi Kurniawan; Muh Masri Sari
Algebra : Jurnal Pendidikan, Sosial dan Sains Vol. 6 No. 1 (2026): Algebra : Jurnal Pendidikan Sosial dan Sains
Publisher : Yayasan Amanah Nur Aman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58432/ksw6pz37

Abstract

This study aims to examine the effect of financial ratios on stock prices of primary consumer goods companies listed on the Indonesia Stock Exchange during the 2022 2024 period, utilizing a Data Warehouse as a data integration platform. Secondary data in the form of financial reports and stock prices were processed through an ETL (Extract, Transform, Load) process to produce a structured and consistent historical dataset. Multiple linear regression (OLS) analysis using SPSS was applied to assess the effect of ROA, TATO, DER, and EPS on stock prices. The results showed that all variables had a significant simultaneous effect, but partially only EPS had a significant positive effect. Conversely, ROA, TATO, and DER did not show a significant effect on stock price variations in the primary consumer goods sector. This finding confirms that earnings per share is a key indicator for investors, while asset efficiency and funding structure do not have a direct impact. Furthermore, this study confirms that implementing a Data Warehouse can improve the effectiveness of financial data integration and analysis across periods.  
Perancangan Enterprise Architecture untuk Integrasi Proses Operasional Board Game Cafe Menggunakan TOGAF ADM: Studi Kasus Gameopoly Muhammad Aghnat Mumtaz; Ahmad Abdul Faqih; Kenanya Otniel Suhardi; Oktavian Luthfi Khairan Somali; Afifah Trista Ayunda
Jurnal Nasional Komputasi dan Teknologi Informasi Vol. 9 No. 3 (2026): Juni, 2026
Publisher : Program Studi Teknik Komputer, Fakultas Teknik. Universitas Serambi Mekkah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32672/9352q358

Abstract

Gameopoly Board Game Cafe provides services that go beyond food and beverage sales, including board game management, customer assistance by Game Masters, and operational reporting. This condition requires an architectural design that connects business processes, data, applications, and technology in an integrated manner. This study aims to design Gameopoly’s Enterprise Architecture using TOGAF ADM. A qualitative case study method was applied through semi-structured interviews with the owner and the head of Game Masters. The result is an Enterprise Architecture blueprint covering Business Architecture, Data Architecture, Application Architecture, Technology Architecture, Opportunities and Solutions, and Implementation Governance. The design produces a to-be business process, conceptual data model, ArchiMate model, and phased implementation roadmap. The proposed blueprint can serve as a foundation for information system development to support food and beverage ordering, board game inventory, Game Master services, and operational reporting integration.