Advancing real-time decision-making frameworks using interactive dashboards for crisis and emergency management

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Effective crisis and emergency management heavily relies on timely and accurate decision-making to mitigate impacts and ensure public safety. Traditional decision-making processes often struggle with the rapid flow of information and the need for real-time responses. This paper explores the potential of interactive dashboards in advancing real-time decision-making frameworks, emphasizing their role in crisis and emergency management. Interactive dashboards, powered by advanced data analytics, provide a centralized platform for visualizing complex data streams, enabling decision-makers to quickly assess critical situations. These dashboards integrate real-time data from various sources, including social media, sensor networks, and emergency response systems, offering a comprehensive view of ongoing incidents. The study highlights the benefits of interactive dashboards in enhancing situational awareness, improving resource allocation, and streamlining communication during emergencies. Through intuitive visualizations, decision-makers can rapidly identify hotspots, track resource deployment, and evaluate the effectiveness of response strategies. Furthermore, the integration of predictive analytics within these dashboards allows for proactive decision-making, anticipating potential developments and facilitating preventative measures. The paper also examines key challenges in implementing interactive dashboards, such as data integration complexities, the need for real-time data processing, and user adaptability. It discusses strategies for overcoming these challenges, including the use of cloud computing, machine learning algorithms, and scalable data architectures. Case studies from disaster response operations demonstrate the practical applications and impact of interactive dashboards, showing how they can significantly improve decision-making speed and accuracy. In conclusion, interactive dashboards represent a powerful tool for advancing real-time decision-making in crisis and emergency management. By consolidating diverse data sources and enabling dynamic, actionable insights, they support more effective responses to crises, reduce risks, and save lives. This paper advocates for the broader adoption of interactive dashboard technologies to enhance crisis preparedness and response frameworks.. Keywords: Real-Time Decision-Making, Interactive Dashboards, Crisis Management, Emergency Response, Situational Awareness, Predictive Analytics, Data Integration, Decision Support Systems, Resource Allocation, Cloud Computing.