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Prediksi Harga Cryptocurrency (Bitcoin) Menggunakan Model ARIMA Mega Dewi Sri Utami; Revalina Aurelia Oktanti; Muhammad Rifki; Achmad Budi Susetyo
Al-Muhasabah: Jurnal Ekonomi, Manajemen, Akuntansi dan Keuangan Vol. 2 No. 2 (2025): August
Publisher : PT Syamilah Literasi Islami

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Abstract

Bitcoin, a leading cryptocurrency, exhibits high volatility influenced by global regulations, impacting financial stability in developing nations like Indonesia, where it is recognized as a commodity by BAPPEBTI rather than legal tender. This study aims to predict Bitcoin prices using the ARIMA model on monthly historical data from January 2023 to December 2024, addressing gaps in simple, accurate forecasting for novice investors. Quantitative time series analysis involved Augmented Dickey-Fuller (ADF) stationarity tests (non-stationary at level, stationary after first differencing), ARIMA parameter identification via ACF/PACF, model stability (inverse roots within unit circle), and residual diagnostics (Ljung-Box confirming white noise). Results show a gradual upward price trend for 2025 with wide confidence intervals reflecting inherent volatility, validating ARIMA's effectiveness for short-term predictions using EViews 12.  
Analysis of Factors Influencing Muslim Consumer Decisions in Purchasing Halal Products Muhammad Rifki; Fathur Rozi; Diana Putri Anggraini
Al-Abqori: Journal of Islamic Thought Studies Vol. 1 No. 4 (2025)
Publisher : Penerbit Hellow Pustaka

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61166/abqori.v1i4.41

Abstract

This study aims to analyze in depth the factors that influence the decision of Muslim consumers to buy halal products in Indonesia. Using a descriptive qualitative approach, this study explores consumer perceptions, experiences, and considerations through literature, books, interviews, observations, and documentation. The results of the study show that the decision to purchase halal products is influenced by a number of factors that interact with each other, including religiosity, halal literacy, trust in halal certification, risk perception of non-halal products, and product quality and value. Social factors such as family, religious communities, and religious leaders also shape preferences and increase consumer awareness of the importance of consuming products in accordance with sharia. The research also found that government regulations through the Halal Product Assurance Law (JPH Law) strengthen public trust and encourage producers to be more transparent in the production process. Halal logos are an important indicator in consumer evaluation, while price factors, brand image, and marketing strategies that highlight Islamic values also influence purchasing decisions. In addition, digital media plays a big role in expanding halal literacy and shaping consumer opinion. Overall, the decision to purchase halal products is the result of a combination of religious motivation, knowledge, quality perception, social influence, and government policies. These findings provide implications for manufacturers, marketers, and regulators in developing more effective marketing and oversight strategies in the halal industry.