Ecopreneur : Jurnal Ekonomi dan Bisnis Islam
Vol. 7 No. 1 (2026): Ecopreneur : Jurnal Ekonomi dan Bisnis Islam

SYSTEMATIC REVIEW OF PREDICTIVE AND ANALYTICAL MODELS IN FINANCIAL PLANNING OF ISLAMIC HOUSEHOLDS IN INDONESIA

putri vella meliyanti (UIN SAYYID ALI RAHMATULLAH TULUNGAGUNG)
Sarirotul ‘Alim (Unknown)
Ahmad Ibnul Karim (Unknown)
Agus Eko Sujianto (UIN Sayyid Ali Rahmatullah Tulungagung)
Amalia Nuril Hidayati (UIN Sayyid Ali Rahmatullah Tulungagung)



Article Info

Publish Date
24 Jun 2026

Abstract

The complexity of economic conditions increasingly drives the need for financial planning that is not only economically efficient but also compliant with Sharia principles. Approaches to financial planning are also transforming. This study aims to identify, evaluate, and synthesize predictive and analytical models in Islamic household financial planning in Indonesia, as well as formulate a more integrative conceptual model. The methods used are: Systematic Literature Review (SLR) using the PRISMA approach to Google Scholar literature on Islamic household sharia financial planning in Indonesia for the period 2020–2025. The results show that studies are still dominated by analytical approaches, such as regression and SEM/PLS, which focus on the relationships between variables such as financial literacy, religiosity, and income. Meanwhile, the use of predictive models such as forecasting and machine learning is still very limited. The main findings indicate a gap between analytical and predictive approaches in the existing literature. Therefore, this study proposes an integrative conceptual model that combines input factors, process factors, a predictive layer, and output factors to improve the effectiveness of Islamic household financial planning. This research provides theoretical contributions to the development of Islamic finance literature and practical implications for households in managing their finances more adaptively and based on Islamic values.

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Journal Info

Abbrev

ecopreneur

Publisher

Subject

Economics, Econometrics & Finance

Description

The Ecopreneur Journal is a journal that provides findings – findings of scientific research in the field of Islamic economics and business published by the Sharia Economics Study Program IAI Bunga Bangsa Cirebon. This journal is published periodically 2 times a year, namely in February and ...