Digital transformation in banking: a review of Nigeria's journey to economic prosperity

OA Lottu, AA Abdul, DO Daraojimba, AM Alabi… - International Journal of …, 2023 - fepbl.com
The extensive economic ramifications of Nigeria's banking sector's multifaceted digital
transformation are examined in this study. The" Giant of Africa," Nigeria, has undergone a …

Machine Learning for Credit Risk Prediction: A Systematic Literature Review

JP Noriega, LA Rivera, JA Herrera - Data, 2023 - mdpi.com
In this systematic review of the literature on using Machine Learning (ML) for credit risk
prediction, we raise the need for financial institutions to use Artificial Intelligence (AI) and ML …

Addressing the grand challenges of poverty with data‐driven creative service offerings

S Akter, MA Hossain, U Hani, D Vrontis… - Journal of Product …, 2024 - Wiley Online Library
Big data‐driven innovation gains momentum in the developing world by tackling grand
challenges and making a pronounced and lasting impact. However, research has still not …

Unlocking financial inclusion through ICT and Mobile banking: A knowledge-based analysis of microfinance institutions in Ghana

R Liu, Z Wang, S Sindakis, S Showkat - Journal of the Knowledge …, 2024 - Springer
Microfinance institutions (MFIs) are critical in providing financial services to low-income
individuals in developing countries, but challenges such as inadequate infrastructure …

Tackling the global challenges using data-driven innovations

S Akter, S Sultana, A Gunasekaran, RJ Bandara… - Annals of Operations …, 2024 - Springer
The data revolution transforms operations, innovation, and society through artificial
intelligence and advanced analytics. Data-driven innovations (DDI) have the most potential …

Impact of AI and data in revolutionizing microfinance in developing countries: improving outreach and efficiency

S Mondol, I Satpathy, BCM Patnaik… - … Driven Modelling and …, 2024 - taylorfrancis.com
Artificial intelligence (AI), a fast-expanding technology, has the capacity to revolutionize
various industries, including microfinance. Microfinance has served an important part in …

Data-driven innovation: A literature review, conceptual framework, and research agenda

DTW Wong, EWT Ngai - IEEE Transactions on Engineering …, 2024 - ieeexplore.ieee.org
We systematically review the data-driven innovation (DDI) literature spanning 2009–2022,
analyzing key studies, assessing the current state of DDI research in information systems …

Women, immigrants, and microcredit in Europe: a Bayesian approach

A Cozarenco, A Szafarz, M Tsionas - Annals of Operations Research, 2024 - Springer
We use structural modeling to address the allocation process of a microcredit provider
granting loans to a heterogeneous pool of applicants. Our theoretical model accounts for …

[PDF][PDF] Influence of Digital Technology on Microfinance Sector: A Study in Kerala

K Santhosh Kumar, PS Aithal - International Journal of Applied …, 2024 - researchgate.net
Purpose: This study aims to evaluate how digital technology integration enhances
operational efficiency and expands financial inclusion within India's microfinance sector. It …

[PDF][PDF] Determinants of microfinance adoption, challenges encountered, and principal solutions: An empirical analysis using theory of planned behaviour

S Magar, DK Basyal, P Lawaju, UR Paudel… - … Journal of Innovation …, 2023 - academia.edu
Microfinance refers to the provision of financial services to low-income individuals and
businesses serving as a financial tool to reduce poverty and provide financial support to low …