Algebra : Jurnal Pendidikan Sosial dan Sains
Vol. 6 No. 1 (2026): Algebra : Jurnal Pendidikan Sosial dan Sains

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 (Universitas Pradita)
Muhammad Aghnat Mumtaz (Universitas Pradita)
Ahmad Abdul Faqih (Universitas Pradita)
Muhammad Jafni Abbas (Universitas Pradita)
Rido Dwi Kurniawan (Universitas Pradita)
Muh Masri Sari (Universitas Pradita)



Article Info

Publish Date
14 Jan 2026

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.  

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Journal Info

Abbrev

ejournal

Publisher

Subject

Education Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Neuroscience Physics Social Sciences Other

Description

Focus and Scope Algebra: Journal of Education, Social and Science focuses on interdisciplinary studies on the integration of education, social science, and science in improving the quality of education. Algebra: Journal of Education, Social and Science has a scope: Education Field Education ...