'Hybrid’ disaster response shows how localization saves lives

In August 2021, an earthquake struck southwest Haiti, killing thousands of people and leaving more than half a million seeking help. Assessment of this disaster and its response can serve as a model for evaluating future disasters and making life-saving improvements, according to new research from a University of Notre Dame professor.
Tracy Kijewski-Correa, professor of engineering and global affairs and the William J. Pulte Director of the Pulte Institute for Global Development, part of Notre Dame’s Keough School of Global Affairs, was the lead author for the study, published in the Bulletin of Earthquake Engineering.
“This research shows how the 2021 earthquake response in Haiti leveraged both local data collection and remote expertise on a large scale to quickly assess the damage and inform local decision makers,” Kijewski-Correa said. “This hybrid approach shows how we can proactively embrace localization, empowering affected populations to play a significant role in generating solutions.”
A hybrid disaster assessment approach

Kijewski-Correa, partners at GeoHazards International and students at Notre Dame helped coordinate the assessment, which she said unfolded amid travel constraints following the assassination of the Haitian president in July 2021. But going hybrid turned out to be an advantage: Small teams of Haitians used smartphones to share data and images with remote engineers.
This divide-and-conquer approach allowed responders to cover more ground more quickly than they could have with a conventional arrangement where engineers traveled to see damage sites firsthand, Kijewski-Correa said. And after any disaster, she said, gathering forensic information quickly, before debris shifts, is critical to determining what caused the damage.
Responders captured a representative sample of different building classes, including residential, educational, commercial, government and medical facilities, Kijewski-Correa said, facilitating a rapid assessment that assigned global damage ratings to more than 12,500 buildings.
Next, remote engineers used machine learning to analyze approximately 40,000 collected images and to identify some 200 homes that were built using traditional Haitian construction, Kijewski-Correa said. This, in turn, enabled data collectors in Haiti to conduct forensic documentation of 30 of these homes that performed well in the earthquake using another mobile app.
Leveraging traditional building techniques
The results were surprising, Kijewski-Correa said: Structures built using traditional Haitian construction fared better than those built with contemporary concrete and masonry approaches that experts had been touting in Haiti. She said the traditional homes’ bracing scheme, which determines how buildings distribute and support the shock imparted by the earthquake, made all the difference.
“This was a crucial takeaway,” Kijewski-Correa said. “Our data showed that traditional Haitian building techniques performed better than poorly implemented modern construction approaches we had recommended in the past. This has key implications for how we should build in Haiti, which has widespread informal construction, lacks mortgages or well-documented land rights, and experiences higher poverty rates.
“In this cultural context, these traditional Haitian approaches are more sustainable on every front,” Kijewski-Correa said. “They use local materials and skill sets, are easier to repair when damaged, and have lower costs and smaller carbon footprints. We absolutely need to promote more of this approach.”
Strengthening disaster resilience

Kijewski-Correa has shared takeaways from the earthquake assessment with researchers and humanitarian responders, including those at the World Bank, to help better support housing recovery after major disasters.
The resulting study received funding from the National Science Foundation, the United States Geological Survey and USAID through the partnership with GeoHazards International, and from the International Scholars Program at the Keough School’s Kellogg Institute for International Studies.
Kijewski-Correa co-authored the study with Eric Canales and Lamarre Presuma (graduates of the Keough School’s Master of Global Affairs program), Notre Dame engineering graduate student Rachel Hamburger, and former Kellogg International Scholars Angelique Mbabazi and Meredith Lochhead. The research is part of the Bulletin of Earthquake Engineering’s special issue on remote data collection and analysis methods for disaster reconnaissance.
The study has implications for building more sustainably in low-income countries and for promoting localization in disaster assessments, Kijewski-Correa said.
“For years, organizations such as USAID have increasingly emphasized localization, or empowering local people to take a leadership role in programs,” Kijewski-Correa said. “But there has been real reticence to extend that to life safety professions such as engineering because the assessments, if they’re wrong, could have deadly consequences.
“Our model shows that you can have a best-of-both-worlds approach that pairs local knowledge and remote networks with highly specialized engineering expertise. This innovative hybrid approach to localization helped us respond more effectively and ultimately uncovered a key finding that will improve housing recovery recommendations by leveraging local insights. This model can help vulnerable communities worldwide more swiftly learn from disasters and ideally build back better to reduce future risk.”
Originally published by Josh Stowe at keough.nd.edu on June 11.
Contact: Tracy DeStazio, associate director of media relations, 574-631-9958 or tdestazi@nd.edu
Latest Colleges & Schools
- Asian American journalist and activist Helen Zia to speak at Notre DameHelen Zia, a pioneering journalist, author and activist, will present the Asian American Distinguished Speaker Series lecture at the University of Notre Dame at 5 p.m. on March 19 (Wednesday) in the Smith Ballroom at the Morris Inn.
- Notre Dame and Kappa Alpha Psi Fraternity, Inc. announce new partnershipThe agreement provides for the admission of 10 or more qualified Kappa Alpha Psi Fraternity, Inc. members into the Notre Dame MBA and other Mendoza graduate business programs starting in the 2025-26 academic year.
- Archbishop Borys Gudziak returns to Notre Dame to discuss cultivating hope in UkraineThe Nanovic Institute for European Studies will host a Ukrainian Studies Conference March 6 (Thursday) through March 8 (Saturday). This international and interdisciplinary conference, titled “Revolutions of Hope: Resilience and Recovery in Ukraine,” is presented in collaboration with the Ukrainian Catholic University (UCU) and is dedicated to the ethics and politics of hope in contemporary Ukraine. The keynote event will welcome Archbishop Borys Gudziak, president of UCU and Metropolitan-Archbishop of the Ukrainian Catholic Archeparchy of Philadelphia, who spoke at Notre Dame’s 2022 Commencement.
- The New Yorker’s Jonathan Blitzer to speak at Notre Dame on how immigration became a political crisisThe Klau Institute for Civil and Human Rights is bringing The New Yorker’s Jonathan Blitzer to campus for an in-depth discussion about immigration. His talk will take place at 4 p.m. on Feb. 26 (Wednesday) in the auditorium of the Hesburgh Center for International Studies. The event is free and open to the general public; no tickets are required.
- ND Ethics Week explores business and sustainabilityThe annual Ethics Week series, sponsored by the Mendoza College of Business, brings in experts from diverse perspectives to explore current ethics-related issues.
- PAM-M partners with civil society in baseline report, shedding light on Bangsamoro peace process in the PhilippinesThe Peace Accords Matrix-Mindanao (PAM-M) project, part of the Kroc Institute for International Peace Studies within the Keough School of Global Affairs at the University of Notre Dame, released a civil society baseline report detailing progress and challenges in the Bangsamoro peace process in the Philippines.