Millah: Journal of Religious Studies
Vol. 24, No. 2, August 2025

A General Bibliometric and Conceptual Structure Approach to Global Trend on Poverty Research in Islam Using Biblioshiny

Mustafar, Mohd Zaid (Unknown)
Ruslan, Ashraff (Unknown)
Mohd Aziz, Mohd Khairul Nizam (Unknown)
Sharif , Dziauddin (Unknown)
Lokman , Md Azzaat Ahsanie (Unknown)
Mat Roni, Saiyidi (Unknown)



Article Info

Publish Date
31 Aug 2025

Abstract

This study maps the intellectual landscape of research on poverty in Islam using a structured bibliometric approach with Biblioshiny (Bibliometrix) in RStudio. A Scopus search (TITLE-ABS-KEY “poverty” AND “Islam”) conducted on 1 September 2023 identified 279 English-language journal articles published between 1976 and 2023. The corpus spans 227 sources, 646 authors, and 10,262 cited references, with an annual growth rate of about 5%. Performance and science-mapping analyses reveal two “motor themes”—Islamic finance and healthcare/public health—while spiritually anchored constructs (e.g., maqasid, zakat governance, waqf, spiritual poverty) remain peripheral in co-occurrence and thematic maps. Citation patterns indicate higher field-normalized impact when studies are placed in multidisciplinary outlets, suggesting scope to bridge Islamic social-finance debates with mainstream development and health discourses. Methodological limitations include reliance on a single database (Scopus) and a narrow query that may under-capture related terms (e.g., “zakat”, “waqf”), which should be expanded in future replications. Overall, the review identifies key authors, venues, and conceptual clusters; highlights blind spots in spiritually grounded frameworks; and offers a roadmap for aligning Islamic social-finance instruments with maqasid-oriented outcomes in poverty alleviation.

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Journal Info

Abbrev

Millah

Publisher

Subject

Religion

Description

Millah: Journal of Religious Studies (E-ISSN: 2527-922X) is an international double-blind peer-review journal focusing on original research articles related to religious studies. The journal welcomes contributions on the following topics: Religious studies Islamic studies Christian studies Hindu ...