The objective of this article is to analyze and examine the related literatures on Islamic finance between 2006 until 2016. The methodology of this article is through descriptive research based on document analysis on previous studies and literatures on Islamic finance from free-of-charge and free-of-registration online journals. Data from 142 articles related in this field were collected and statistically analyzed using the Statistical Product & Services Solution (SPSS) software. This study looked at several variables which include authorship patterns, number of articles published, research approach, geographical affiliation, subject and gender of the author. The general finding of this study shows that most of the previous study discussed on economic aspects of Islamic finance.