Chapter One — 1.1 Background to the Study

In recent years, Credit Scoring Models has emerged as a critical factor shaping profitability of deposit money banks across organizations operating in and around Selected Microfinance Banks in Nigeria. As institutions grapple with the pressures of globalization, regulatory reform, and shifting stakeholder expectations, understanding how credit scoring models relates to profitability of deposit money banks has become an important area of both scholarly and practical concern.

Within the context of Selected Microfinance Banks in Nigeria, this relationship carries particular significance. Organizations in this setting operate under a distinct combination of economic, regulatory, and market conditions that may amplify or dampen the effect of credit scoring models on profitability of deposit money banks, making a context-specific inquiry both timely and necessary.

1.2 Statement of the Problem

Despite a growing body of literature on credit scoring models, there remains limited consensus on the precise nature of its relationship with profitability of deposit money banks, particularly within Selected Microfinance Banks in Nigeria. Many organizations continue to make decisions about credit scoring models without a clear, evidence-based understanding of how those decisions ultimately affect profitability of deposit money banks. This gap between practice and empirical understanding is the central problem this study seeks to address.

1.3 Objectives of the Study

1. To examine the effect of Credit Scoring Models on profitability of deposit money banks in Selected Microfinance Banks in Nigeria.
2. To assess the extent to which credit scoring models influences profitability of deposit money banks within the study area.
3. To identify the challenges associated with credit scoring models in relation to profitability of deposit money banks.
4. To recommend strategies for optimizing credit scoring models in order to improve profitability of deposit money banks.

1.4 Research Questions

1. What is the effect of credit scoring models on profitability of deposit money banks in Selected Microfinance Banks in Nigeria?
2. To what extent does credit scoring models influence profitability of deposit money banks within the study area?
3. What challenges are associated with credit scoring models in relation to profitability of deposit money banks?
4. What strategies can be adopted to optimize credit scoring models in order to improve profitability of deposit money banks?

1.5 Significance of the Study

Beyond its academic contribution to the field of finance / banking, this study has practical value for management teams within Selected Microfinance Banks in Nigeria seeking to understand how credit scoring models translates into measurable outcomes around profitability of deposit money banks. It is equally useful to students and future researchers looking for a localized empirical reference on this relationship.

1.6 Scope of the Study

In terms of scope, this BSc study confines itself to Selected Microfinance Banks in Nigeria, focusing specifically on how credit scoring models relates to profitability of deposit money banks within that setting. Findings are interpreted within these boundaries rather than as universal claims applicable to every organization or market.