Does microfinance foster the development of its clients? A bibliometric analysis and systematic literature review

JPC Ribeiro, F Duarte, APM Gama - Financial Innovation, 2022 - Springer
This paper conducts a scientometric analysis and systematic literature review to identify the
trends in microfinance outcomes from the perspective of their recipients, specifically more …

Classification methods applied to credit scoring: Systematic review and overall comparison

F Louzada, A Ara, GB Fernandes - Surveys in Operations Research and …, 2016 - Elsevier
The need for controlling and effectively managing credit risk has led financial institutions to
excel in improving techniques designed for this purpose, resulting in the development of …

The value of text for small business default prediction: A deep learning approach

M Stevenson, C Mues, C Bravo - European Journal of Operational …, 2021 - Elsevier
Compared to consumer lending, Micro, Small and Medium Enterprise (mSME) credit risk
modelling is particularly challenging, as, often, the same sources of information are not …

Supply‐chain research opportunities with the poor as suppliers or distributors in develo** countries

MMS Sodhi, CS Tang - Production and operations …, 2014 - journals.sagepub.com
Many social enterprises and some companies have developed supply chains with the poor
as suppliers or distributors to alleviate poverty and to create revenues for themselves. Such …

Behavior revealed in mobile phone usage predicts credit repayment

D Björkegren, D Grissen - The World Bank Economic Review, 2020 - academic.oup.com
Many households in develo** countries lack formal financial histories, making it difficult for
firms to extend credit, and for potential borrowers to receive it. However, many of these …

A multicriteria credit scoring model for SMEs using hybrid BWM and TOPSIS

PK Roy, K Shaw - Financial Innovation, 2021 - Springer
Small-and medium-sized enterprises (SMEs) have a crucial influence on the economic
development of every nation, but access to formal finance remains a barrier. Similarly …

A credit scoring model for SMEs using AHP and TOPSIS

PK Roy, K Shaw - International Journal of Finance & …, 2023 - Wiley Online Library
Abstract Small and Medium Enterprises (SMEs) have played a significant role in the
development of any economy. However, easy access to finance from financial institutions is …

Super-app behavioral patterns in credit risk models: Financial, statistical and regulatory implications

L Roa, A Correa-Bahnsen, G Suarez… - Expert Systems with …, 2021 - Elsevier
In this paper we present the impact of alternative data that originates from an app-based
marketplace, in contrast to traditional bureau data, upon credit scoring models. These …

[PDF][PDF] Credit risk management in microfinance: The conceptual framework

B Ibtissem, A Bouri - ACRN Journal of Finance and Risk Perspectives, 2013 - acrn.eu
Microfinance gained tremendous attention and became a buzz-word in policy-makers as
well academic researchers mainly when Muhammad Yunus, the founder of Microcredit …

Including high-cardinality attributes in predictive models: A case study in churn prediction in the energy sector

J Moeyersoms, D Martens - Decision support systems, 2015 - Elsevier
High-cardinality attributes are categorical attributes that contain a very large number of
distinct values, like for example: family names, ZIP codes or bank account numbers. Within a …