Chapter One — 1.1 Background to the Study

In recent years, Data-Driven Product Decision Making has emerged as a critical factor shaping user retention in digital products across organizations operating in and around Selected Commercial Banks in Nigeria. As institutions grapple with the pressures of globalization, regulatory reform, and shifting stakeholder expectations, understanding how data-driven product decision making relates to user retention in digital products has become an important area of both scholarly and practical concern.

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 data-driven product decision making, there remains limited consensus on the precise nature of its relationship with user retention in digital products, particularly within Selected Commercial Banks in Nigeria. Many organizations continue to make decisions about data-driven product decision making without a clear, evidence-based understanding of how those decisions ultimately affect user retention in digital products. 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 Data-Driven Product Decision Making on user retention in digital products in Selected Commercial Banks in Nigeria.
2. To assess the extent to which data-driven product decision making influences user retention in digital products within the study area.
3. To identify the challenges associated with data-driven product decision making in relation to user retention in digital products.
4. To recommend strategies for optimizing data-driven product decision making in order to improve user retention in digital products.

1.4 Research Questions

1. What is the effect of data-driven product decision making on user retention in digital products in Selected Commercial Banks in Nigeria?
2. To what extent does data-driven product decision making influence user retention in digital products within the study area?
3. What challenges are associated with data-driven product decision making in relation to user retention in digital products?
4. What strategies can be adopted to optimize data-driven product decision making in order to improve user retention in digital products?

1.5 Significance of the Study

Beyond its academic contribution to the field of product management, this study has practical value for management teams within Selected Commercial Banks in Nigeria seeking to understand how data-driven product decision making translates into measurable outcomes around user retention in digital products. It is equally useful to students and future researchers looking for a localized empirical reference on this relationship.

1.6 Scope of the Study

The study is limited to an examination of Data-Driven Product Decision Making and its relationship with user retention in digital products within the context of Selected Commercial Banks in Nigeria. It reflects a MSc-level scope of analysis and relies on data and perspectives available within that scope; generalizing the findings beyond this specific context should therefore be done with appropriate caution.