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Collecting and communicating perishable data in a post-disaster context: rapid research and rapid dissemination

CONTEXT: Puerto Rico experienced four natural disasters in 4 years (2017–2021): Hurricanes Irma and Maria, thousands of earthquakes reaching 6.4 magnitude, and the COVID-19 pandemic. In this context, our team sought to understand the impact of disaster aid distribution on poverty and economic inequa...

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Autores principales: Gorbea Díaz, Laura, Chopel, Alison, Fernós Sagebién, Antonio, Bonilla Marrero, Lorena, Rivera Figueroa, Gerardo, Pecci Zegrí, Nicole, Cardona, Anohiska, Mulero Oliveras, Juneilis, La Santa, Luis, Sánchez Rey, Paola
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10213553/
https://www.ncbi.nlm.nih.gov/pubmed/37250439
http://dx.doi.org/10.3389/fsoc.2023.959765
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author Gorbea Díaz, Laura
Chopel, Alison
Fernós Sagebién, Antonio
Bonilla Marrero, Lorena
Rivera Figueroa, Gerardo
Pecci Zegrí, Nicole
Cardona, Anohiska
Mulero Oliveras, Juneilis
La Santa, Luis
Sánchez Rey, Paola
author_facet Gorbea Díaz, Laura
Chopel, Alison
Fernós Sagebién, Antonio
Bonilla Marrero, Lorena
Rivera Figueroa, Gerardo
Pecci Zegrí, Nicole
Cardona, Anohiska
Mulero Oliveras, Juneilis
La Santa, Luis
Sánchez Rey, Paola
author_sort Gorbea Díaz, Laura
collection PubMed
description CONTEXT: Puerto Rico experienced four natural disasters in 4 years (2017–2021): Hurricanes Irma and Maria, thousands of earthquakes reaching 6.4 magnitude, and the COVID-19 pandemic. In this context, our team sought to understand the impact of disaster aid distribution on poverty and economic inequality, and their relationship to the spread of COVID-19 across Puerto Rico. Rapid research was required to ensure we could collect perishable data within this ever-changing context. CHALLENGES: Our mixed methods design relied on both secondary and primary data. Because analyses of the former were to inform where and how to collect the latter, timing was of the essence. The data sources identified were not readily available to the public, and thus required gaining access through direct requests to government agencies. The requests coincided with a transition between administrations after an election. This resulted in unexpected delays. Once in the field, the team had to balance the rapid nature of the research with the mindful work to avoid compounding traumas experienced by participants, heightened risk for re-traumatization and fatigue, the risk of COVID-19, the digital divide, and intermittent electrical and telecommunication services. ADAPTATIONS: In response to the delayed access to secondary data, we adjusted our research question. We continued to collect data as they became available, incorporating some immediately into analyses, and cleaning and storing others for future research opportunities. To overcome ongoing trauma challenges and prevent fatigue, we recruited and hired a large temporary team, including members of communities where we collected data. By recruiting participants and co-researchers at the same time and place, we both collapsed time between these activities and increased our team's contextual competency. To adapt to challenges presented by the pandemic, we created hybrid data collection procedures where some data were collected online, and some in person, while maintaining COVID-19 protections. We used similar adaptations for dissemination. LESSONS: Rapid research needs to be agile. Working within a convergence framework to investigate wicked problems had the unexpected added benefit of providing our team with a variety of disciplinary approaches which proved helpful in adapting to the changing conditions in the field. In addition to the resourcefulness of a transdisciplinary team, it is important to be willing to pivot in response to changes and to collect data where and when you can. To increase participation, opportunities need to be designed with flexibility, mindful of competing demands faced by individuals willing to collaborate. Collecting and analyzing data iteratively and utilizing local resources can enable rapid research that is rigorous and yields rich data. CONTRIBUTIONS: Our team applied the lessons learned to structure a rapid and iterative dissemination plan. We combined member-checking with community-level dissemination, enabling us to hone findings further before presenting to policy makers and media. Rapid research creates opportunities to make data-informed program and policy adjustments when they can be most impactful. Both the media and policy makers pay closer attention to research on current events. Hence, our recommendation is to do more rapid research! The more we do, the better we will get at it, and the more accustomed community leaders, policy makers, and program designers will become to using data to inform decisions.
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spelling pubmed-102135532023-05-27 Collecting and communicating perishable data in a post-disaster context: rapid research and rapid dissemination Gorbea Díaz, Laura Chopel, Alison Fernós Sagebién, Antonio Bonilla Marrero, Lorena Rivera Figueroa, Gerardo Pecci Zegrí, Nicole Cardona, Anohiska Mulero Oliveras, Juneilis La Santa, Luis Sánchez Rey, Paola Front Sociol Sociology CONTEXT: Puerto Rico experienced four natural disasters in 4 years (2017–2021): Hurricanes Irma and Maria, thousands of earthquakes reaching 6.4 magnitude, and the COVID-19 pandemic. In this context, our team sought to understand the impact of disaster aid distribution on poverty and economic inequality, and their relationship to the spread of COVID-19 across Puerto Rico. Rapid research was required to ensure we could collect perishable data within this ever-changing context. CHALLENGES: Our mixed methods design relied on both secondary and primary data. Because analyses of the former were to inform where and how to collect the latter, timing was of the essence. The data sources identified were not readily available to the public, and thus required gaining access through direct requests to government agencies. The requests coincided with a transition between administrations after an election. This resulted in unexpected delays. Once in the field, the team had to balance the rapid nature of the research with the mindful work to avoid compounding traumas experienced by participants, heightened risk for re-traumatization and fatigue, the risk of COVID-19, the digital divide, and intermittent electrical and telecommunication services. ADAPTATIONS: In response to the delayed access to secondary data, we adjusted our research question. We continued to collect data as they became available, incorporating some immediately into analyses, and cleaning and storing others for future research opportunities. To overcome ongoing trauma challenges and prevent fatigue, we recruited and hired a large temporary team, including members of communities where we collected data. By recruiting participants and co-researchers at the same time and place, we both collapsed time between these activities and increased our team's contextual competency. To adapt to challenges presented by the pandemic, we created hybrid data collection procedures where some data were collected online, and some in person, while maintaining COVID-19 protections. We used similar adaptations for dissemination. LESSONS: Rapid research needs to be agile. Working within a convergence framework to investigate wicked problems had the unexpected added benefit of providing our team with a variety of disciplinary approaches which proved helpful in adapting to the changing conditions in the field. In addition to the resourcefulness of a transdisciplinary team, it is important to be willing to pivot in response to changes and to collect data where and when you can. To increase participation, opportunities need to be designed with flexibility, mindful of competing demands faced by individuals willing to collaborate. Collecting and analyzing data iteratively and utilizing local resources can enable rapid research that is rigorous and yields rich data. CONTRIBUTIONS: Our team applied the lessons learned to structure a rapid and iterative dissemination plan. We combined member-checking with community-level dissemination, enabling us to hone findings further before presenting to policy makers and media. Rapid research creates opportunities to make data-informed program and policy adjustments when they can be most impactful. Both the media and policy makers pay closer attention to research on current events. Hence, our recommendation is to do more rapid research! The more we do, the better we will get at it, and the more accustomed community leaders, policy makers, and program designers will become to using data to inform decisions. Frontiers Media S.A. 2023-05-12 /pmc/articles/PMC10213553/ /pubmed/37250439 http://dx.doi.org/10.3389/fsoc.2023.959765 Text en Copyright © 2023 Gorbea Díaz, Chopel, Fernós Sagebién, Bonilla Marrero, Rivera Figueroa, Pecci Zegrí, Cardona, Mulero Oliveras, La Santa and Sánchez Rey. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Sociology
Gorbea Díaz, Laura
Chopel, Alison
Fernós Sagebién, Antonio
Bonilla Marrero, Lorena
Rivera Figueroa, Gerardo
Pecci Zegrí, Nicole
Cardona, Anohiska
Mulero Oliveras, Juneilis
La Santa, Luis
Sánchez Rey, Paola
Collecting and communicating perishable data in a post-disaster context: rapid research and rapid dissemination
title Collecting and communicating perishable data in a post-disaster context: rapid research and rapid dissemination
title_full Collecting and communicating perishable data in a post-disaster context: rapid research and rapid dissemination
title_fullStr Collecting and communicating perishable data in a post-disaster context: rapid research and rapid dissemination
title_full_unstemmed Collecting and communicating perishable data in a post-disaster context: rapid research and rapid dissemination
title_short Collecting and communicating perishable data in a post-disaster context: rapid research and rapid dissemination
title_sort collecting and communicating perishable data in a post-disaster context: rapid research and rapid dissemination
topic Sociology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10213553/
https://www.ncbi.nlm.nih.gov/pubmed/37250439
http://dx.doi.org/10.3389/fsoc.2023.959765
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