Chapter One — 1.1 Background to the Study

The rapid evolution of Biometric Authentication has transformed the way organizations design, deploy, and manage electronic health records. As institutions seek to modernize legacy processes, Biometric Authentication offers new opportunities to improve service delivery, reduce manual overhead, and respond more effectively to user needs.

Despite this potential, many existing electronic health records were not originally designed with biometric authentication in mind, resulting in persistent gaps in threat detection accuracy that limit their overall effectiveness. This study examines how Biometric Authentication can be applied to help close that gap.

1.2 Statement of the Problem

Current electronic health records in many organizations struggle with inadequate threat detection accuracy, often relying on manual processes or outdated architectures that were not designed for today's operating environment. Without a structured approach to integrating biometric authentication, these limitations are likely to persist, exposing organizations to inefficiency, risk, and a poor user experience. This study is motivated by the need to design and evaluate a biometric authentication-based approach to addressing this problem.

1.3 Objectives of the Study

1. To design and implement a biometric authentication-based approach to improving threat detection accuracy in electronic health records.
2. To evaluate the effectiveness of Biometric Authentication in enhancing threat detection accuracy within electronic health records.
3. To identify the key requirements and constraints relevant to deploying biometric authentication in this context.
4. To assess user and stakeholder perception of the resulting system.

1.4 Research Questions

1. How can biometric authentication be applied to improve threat detection accuracy in electronic health records?
2. How effective is Biometric Authentication at enhancing threat detection accuracy within electronic health records?
3. What requirements and constraints are relevant to deploying biometric authentication in this context?
4. How do users and stakeholders perceive the resulting system?

1.5 Significance of the Study

Beyond its immediate technical contribution, this study offers value to organizations evaluating whether to invest in biometric authentication for their own electronic health records, and contributes to the broader literature on applied software technology / IT by documenting a concrete implementation and evaluation case.

1.6 Scope of the Study

As a MSc-level study, its scope is confined to designing and evaluating a biometric authentication-based solution for electronic health records, focused specifically on threat detection accuracy; broader deployment considerations fall outside this scope.