Leveraging big data to inform strategic decision making in software development
Year: 2024
Type: article
Abstract: The rapid advancement of technology has led to an explosion of big data, which presents a wealth of opportunities for informing strategic decision-making in software development. This review explores how leveraging big data can transform the software development process by enhancing decision-making at various stages. Big data analytics provides insights into user behavior, preferences, and trends, enabling developers to create more user-centric products. By analyzing large datasets, software developers can identify patterns and predict future needs, ensuring that software solutions are not only relevant but also innovative. In the planning phase, big data helps in understanding market demands and competition, allowing for better resource allocation and project prioritization. During development, real-time data analytics can guide the optimization of code, enhance performance testing, and improve quality assurance processes. Post-deployment, big data facilitates continuous improvement through detailed analysis of user feedback and usage patterns, leading to timely updates and feature enhancements. Furthermore, big data plays a crucial role in risk management by identifying potential issues before they escalate, thus mitigating the risk of project failures. Predictive analytics, powered by big data, can forecast potential challenges and provide actionable insights to address them proactively. This reduces downtime and enhances the reliability of software products. Strategic decision-making in software development also benefits from the integration of big data with artificial intelligence and machine learning algorithms. These technologies can automate repetitive tasks, provide intelligent recommendations, and personalize user experiences, making the development process more efficient and effective. However, leveraging big data in software development also comes with challenges, such as ensuring data privacy and security, managing the sheer volume of data, and maintaining data quality. Addressing these challenges requires robust data governance frameworks and adherence to ethical standards. In conclusion, the integration of big data into strategic decision-making processes in software development holds significant promise. It empowers developers to create more efficient, reliable, and user-centric software solutions, ultimately driving innovation and competitive advantage in the rapidly evolving tech landscape. The continuous evolution of big data analytics tools and techniques will further enhance their impact on strategic decision-making in software development. Keywords: Leveraging, Big Data, Strategic Decision making, Software Development, Inform.
Language: English
Subfield: Management Information Systems
Domain: Social Sciences
Open Access status: diamond
OpenAlex ID: W4401829366