Chapter One — 1.1 Background to the Study

Over the past decade, the relationship between credit scoring models and shareholder value has become a subject of considerable debate among scholars and industry practitioners alike, particularly within the context of Selected Commercial Banks in Nigeria where operating conditions differ markedly from more developed markets.

Selected Commercial Banks in Nigeria presents a useful setting for examining this relationship precisely because the conditions there — structural, regulatory, and behavioural — differ from those typically assumed in the broader literature, most of which draws on evidence from more developed economies.

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 shareholder value, particularly within Selected Commercial 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 shareholder value. 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 shareholder value in Selected Commercial Banks in Nigeria.
2. To assess the extent to which credit scoring models influences shareholder value within the study area.
3. To identify the challenges associated with credit scoring models in relation to shareholder value.
4. To recommend strategies for optimizing credit scoring models in order to improve shareholder value.

1.4 Research Questions

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

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 Commercial Banks in Nigeria seeking to understand how credit scoring models translates into measurable outcomes around shareholder value. 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 PhD study confines itself to Selected Commercial Banks in Nigeria, focusing specifically on how credit scoring models relates to shareholder value within that setting. Findings are interpreted within these boundaries rather than as universal claims applicable to every organization or market.