Research on climate change, health inequities, and migration in the Caribbean
Bibliographic record
Abstract
On Sept 18, 2017, a few days after Hurricane Irma caused extensive damage to the Caribbean, Hurricane Maria—another category five hurricane—badly hit many islands in the region. Among them was Dominica, a small island developing state (SIDS) of the Caribbean community, located in the Windward Islands between Guadeloupe in the north and Martinique in the south. Dominica was devastated after the passage of Hurricane Maria with at least 30 deaths out of a population of 72 000, and 60% of houses were either gone (blown into the sea or totally scattered in pieces across the island) or severely damaged.1International Organization for MigrationUN migration agency responding to urgent shelter needs of thousands affected by Hurricane Maria in Dominica. International Organization for Migration, Geneva2017https://www.iom.int/news/un-migration-agency-responding-urgent-shelter-needs-thousands-affected-hurricane-maria-dominicaGoogle Scholar Other Caribbean SIDSs, such as Barbuda, were severely affected where the entire population was evacuated to Antigua following the devastation of the island by Hurricane Irma. In light of these effects, we present in this Comment arguments on the necessity for the public health research community to focus more on Caribbean SIDSs in the context of climate change and health inequities. 1 week after the passage of Hurricane Maria in Dominica, Médecins Sans Frontières (MSF) assessed and published a report2Cloos P Tremblay LL Sameien S Van Diest S Hurricane Maria assessment Dominica 24–29 September 2017. Médecins Sans Frontières, Brussels, Belgium2017Google Scholar about the medical and sanitary situation. The MSF report highlights numerous health, social, and environmental issues: structural damages including health centres that were no longer operational, shortages in drinking water resulting from broken pipes, isolation of some areas due to landslides, electrical and telephone line cuts, sewage pipe damages and consequently sewage spilling into rivers, and large piles of debris scattered all over the island.2Cloos P Tremblay LL Sameien S Van Diest S Hurricane Maria assessment Dominica 24–29 September 2017. Médecins Sans Frontières, Brussels, Belgium2017Google Scholar Carissa Etienne, the Pan American Health Organization Director, declared on Sept 25, 2017, that “we must all cooperate to reduce those factors that are contributing to climate change and to mitigate its health effects”.3PAHOWHOHealth ministers' meeting at PAHO opens with somber tone after recent disasters.http://www.paho.org/hq/index.php?option=com_content&view=article&id=13715%3Areunion-de-ministros-de-salud-en-la-ops-abre-con-tono-sombrio-despues-de-recientes-desastres&catid=740%3Apress-releases&Itemid=1926&lang=enDate: 2017Google Scholar Climate change has been identified by WHO “as one of the defining challenges of the 21st century, and protecting health from its impacts is an emerging priority for the public health community”.4WHOProtecting health from climate change: global research priorities. World Health Organization, Geneva2009http://www.who.int/globalchange/publications/9789241598187/en/Google Scholar There are very strong indications that human activities contribute to extreme weather events.5Sim F Mackie P Climate change, hurricanes and public health.Public Health. 2017; 152: A1-A2Crossref PubMed Scopus (3) Google Scholar High concentrations of greenhouse gases in the atmosphere increase temperature on Earth as well as rising and warming seas that in turn contribute to global increases in the number of very intense cyclones and storm surge risks, and rainfall rates.6Walsh KJ McBride JL Klotzbach PJ et al.Tropical cyclones and climate change.Wiley Interdiscip Rev Clim Change. 2016; 7: 65-89Crossref Scopus (394) Google Scholar Furthermore, according to the UN Framework Convention on Climate Change, despite the very low contribution of Caribbean SIDSs to climate change, they are and will continue to be the principal population that bears the burden of these catastrophes. Therefore, SIDSs have climate characteristics and specific socioeconomic situations that place them among the most vulnerable countries to climate change.7UNFCCCClimate change: small island developing states. Climate Change Secretariat (UNFCCC), Bonn2005http://unfccc.int/resource/docs/publications/cc_sids.pdfGoogle Scholar Moreover, the most deleterious effects of climate change (eg, vector-borne infectious diseases, injuries, malnutrition, and mortality) will have stronger impact on low-income countries.8Haines A Kovats RS Campbell-Lendrum D Corvalan C Climate change and human health: impacts, vulnerability and public health.Public Health. 2006; 120: 585-596Crossref PubMed Scopus (564) Google Scholar Climate change is among important factors that contribute to population migrations either across an international border or within a state.9UNHCRThe environment and climate change. United Nations High Commissioner for Refugees, Geneva2015http://www.unhcr.org/540854f49Google Scholar The risk of displacements, sometimes repeated, is directly linked to increased vulnerability of populations who live in countries particularly affected by environmental disasters. In Dominica after Hurricane Maria, about 3000 people were displaced in collective shelters.1International Organization for MigrationUN migration agency responding to urgent shelter needs of thousands affected by Hurricane Maria in Dominica. International Organization for Migration, Geneva2017https://www.iom.int/news/un-migration-agency-responding-urgent-shelter-needs-thousands-affected-hurricane-maria-dominicaGoogle Scholar The UN Sustainable Development Goals focus on inter-related issues such as climate action, health, and the reduction of inequalities.10UNSustainable development goals: 17 goals to transform our world.http://www.un.org/sustainabledevelopment/sustainable-development-goals/Google Scholar However, there is little interest for the study of social inequities in health in the Caribbean community among public health researchers.11Cloos P Health inequalities in the Caribbean: increasing opportunities and resources.Glob Health Promot. 2010; 17: 73-76Crossref PubMed Scopus (5) Google Scholar This trend seems to be confirmed on the basis of a recent search on PubMed. The number of articles indexed and referring to the terms “climate change” and “health” for the past 10 years increased to 6442. However, results decreased to one item for those referring to “climate change”, “health inequities”, and “Caribbean” for the same period, and no document was found if the query included the term “migration”. Therefore, on the basis of this initial search and to the best of our knowledge, we can assume that if research on the links between climate changes and health are undertaken, studies do not focus on the Caribbean about health inequities.12Sauerborn R A gaping research gap regarding the climate change impact on health in poor countries.Eur J Epidemiol. 2017; 32: 855-856Crossref PubMed Scopus (9) Google Scholar, 13Verner G Schütte S Knop J Sankoh O Sauerborn R Health in climate change research from 1990 to 2014: positive trend, but still underperforming.Glob Health Action. 2016; 9: 30723Crossref PubMed Scopus (39) Google Scholar However, “health outcomes emerge from complex interactions between natural and social systems”.14Pongsiri MJ Gatzweiler FW Bassi Andrea M Haines A Demassieux F The need for a systems approach to planetary health.Lancet Planet Health. 2017; 1: e257-e259Summary Full Text Full Text PDF PubMed Scopus (35) Google Scholar Climate change is a social justice issue—ie, it will aggravate health inequities that are rooted in both environmental and socioeconomic factors and are therefore avoidable.15Ebi KL Fawcett SB Spiegel J Tovalin H Carbon pollution increases health inequities: lessons in resilience from the most vulnerable.Pan Am J Public Health. 2016; 40: 181-185Google Scholar Assessment of differential exposures, vulnerabilities, and health risks at individual, local, and national levels would allow the identification of resilience strategies in partnerships with all social stakeholders and institutional sectors while addressing health inequities. Research in public health should be given high priority to Caribbean SIDSs that are, with other low-income and middle-income countries, most vulnerable to the health effects of climate change.4WHOProtecting health from climate change: global research priorities. World Health Organization, Geneva2009http://www.who.int/globalchange/publications/9789241598187/en/Google Scholar We declare no competing interests.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.007 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".