ETIKONOMI
Vol 22, No 1 (2023)

Islamic Personality Model as Psychometric Tool To Assess Creditworthiness of Micro Financing

Hardiansyah Hardiansyah (Faculty of Economics and Business, UIN Syarif Hidayatullah)
Euis Amalia (Faculty of Economics and Business, UIN Syarif Hidayatullah)
Abdul Hamid (Faculty of Economics and Business, UIN Syarif Hidayatullah)



Article Info

Publish Date
04 Mar 2023

Abstract

This study aims to develop an Islamic personality model as a psychometric tool to assess creditworthiness as an alternative predictive character analysis for micro businesses. The method designed to formulate the proposed model coded in R Studio uses two approaches. First, we modify Moslem Religiosity Personality Inventory and then frame a structural model based on Partial Least Square. Subsequently, we use the random forest technique to see the model's accuracy. The result shows a valid and reliable model and performs with 89.47 % accuracy with an Area Under Curve -Receiver Operating Characteristic of 90.06 %. This model implies a solution to strengthen the assessment of the character of creditworthiness of a potential micro-business and helps Islamic Financial Institutions to assess prospective micro-business to determine credit risk and pricing.JEL Classification: B41, D81, D87, G21, P43How to Cite:Hardiansyah., Amalia, E., & Hamid, A. (2023). Islamic Personality Model as Pychometric Tool To Access Creditworthiness of Micro Financing. Etikonomi, 22(1), 233–246. https://doi.org/10.15408/etk.v22i2.30370.

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Journal Info

Abbrev

etikonomi

Publisher

Subject

Economics, Econometrics & Finance

Description

Etikonomi is a peer-reviewed journal on Economics, Business and Management by Faculty of Economic and Business State Islamic University (UIN) Syarif Hidayatullah Jakarta. FOCUS This journal focused on economics, business, and management studies and present developments through the publication of ...