AI and crisis leadership: Using the POP-DOC Loop to explore potential implications and opportunities for leaders.

In the evolving landscape of crisis leadership and emergency management, artificial intelligence (AI) emerges as a potentially transformative force with far-reaching implications. Utilizing the POP-DOC Loop, a comprehensive framework for crisis leadership analysis and decision-making, this paper delves into the diverse roles that AI is poised to play in shaping the future of crisis planning and response. The POP-DOC Loop serves as a structured methodology, encompassing key elements such as information gathering, contextual analysis informed by social determinants, enhanced predictive modeling, guided decision-making, strategic action implementation, and appropriate communication.

Concerns regarding Covid-19 vaccine certificates.

Besides vaccine certificates, research suggests leaders also need to trigger society's intrinsic motivation to help in order to achieve lasting and equitable solutions.

The meta-leadership summit for preparedness initiative: an innovative model to advance public health preparedness and response.

This article reports on the design, evaluation framework, and results from the Meta-Leadership Summit for Preparedness Initiative. The Meta-Leadership Summit for Preparedness was a 5-year initiative based on the premise that national preparedness and emergency response is not solely the responsibility of government. From 2006 to 2011, 36 Meta-Leadership Summits were delivered in communities across the country.