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Predicting hurricane evacuation decisions with interpretable machine learning methods

The present study proposed a novel interpretable machine learning approach to predict household-level evacuation decisions by leveraging easily accessible demographic and resource-related predictors, compared to existing models that mainly rely on psychological factors. An enhanced logistic regression model (that is, an interpretable machine learning approach) was developed for accurate predictions by automatically accounting for nonlinearities […]

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Chatbots in humanitarian contexts: Learning from practitioner experiences

In recent years, chatbots have offered humanitarian operations the possibility to automate personalised engagement and support, inform tailored programme design and gather and share information at a large scale. However, adopting a chatbot is never straightforward, and there are many considerations that should go into doing so responsibly and effectively. With some humanitarian organisations having experimented with chatbots

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Adaptability in Times of Covid-19: Exploring Digital Resilience Building

Traditional on-site and face-to-face resilience building activities are unavailable to humanitarian and development organizations due to the Coronavirus pandemic and related lockdowns. As communities across the globe still face risks in the form of Covid-19 as well as natural hazards like floods, finding practical ways to help communities strengthen their resilience is more important than

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Red Cross First Aid App Sees Boost from COVID-19 Content

Red Cross First Aid App Sees Boost From COVID-19 Content

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Creating lifesaving impact is the ultimate goal of any humanitarian organization, and this is especially true for the 192 National Societies that make up the International Red Cross Red Crescent (RCRC) Movement. The Movement, with the support of the International Federation of Red Cross Red Crescent (IFRC), has strategically sought to greater leverage technology to

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COVID-19: Del distanciamiento físico al acercamiento comunitario

En atención a la pandemia por Covid-19 y a los consecuentes confinamientos, el Programa de Resiliencia ante Inundaciones de la Cruz Roja Mexicana, que forma parte de la Alianza Zurich de Resiliencia ante Inundaciones (ZFRA por sus siglas en inglés), suspendió todas las actividades comunitarias y presenciales. No obstante, el equipo de Resiliencia ante Inundaciones

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COVID-19: From physical distancing to community approach

Facing the Covid-19 pandemic and lockdowns, the Flood Resilience Program of the Mexican Red Cross that is implemented as part of the Zurich Flood Resilience Alliance (ZFRA) had to stop all community and face-to-face activities. Instead, the flood resilience team developed and implemented the “Covid-19 Community Awareness Strategy”. This case study describes how the team

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10 Key Takeaways from the Immersive Technologies & Digital Games for School Disaster Preparedness Report

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The use of virtual reality simulations in a variety of training and pedagogical contexts is expanding, reflective of an upward trend in immersive technologies & digital games’ impact for social good. To embrace this transformative wave, The Global Disaster Preparedness Centre (GDPC) and the American Red Cross commissioned research in 2019 to examine how immersive

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Stop Disasters 2.0: Video Games as Tools to Foster Participation in Learning about Disaster

Researcher from the University of Auckland (New Zeland) suggested how disaster themed video games have the ability to be educational tools to foster participation and learning. Such games have an ability to convey messages of disaster risk reduction, including portrayals of hazards, vulnerabilities, capacities and numerous disaster discourses. The presentation was held on the Ignite Sessions

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