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Record W1862116963 · doi:10.1016/s2214-109x(15)00211-9

Post-earthquake Nepal: the way forward

2015· article· en· W1862116963 on OpenAlexaboutno aff
Buddha Basnyat, Cliff Tabin, Cameron T. Nutt, Paul Farmer

Bibliographic record

VenueThe Lancet Global Health · 2015
Typearticle
Languageen
FieldMedicine
TopicHepatitis Viruses Studies and Epidemiology
Canadian institutionsnot available
Fundersnot available
KeywordsGeographySeismologyGeology

Abstract

fetched live from OpenAlex

On April 25, 2015, an earthquake measuring 7·8 on the Richter scale shook Nepal. This (together with strong aftershocks) resulted in about 9000 deaths, more than 23 000 injured, and about 2 million displaced people. To find the way forward for Nepal it might be useful to examine aspects of the 2010 earthquake and its aftermath in Haiti—a similarly impoverished country. That earthquake killed at least 230 000 people and displaced about 1·5 million. Reconstruction has been a very slow process in Haiti. No major infectious disease outbreaks have been reported 6 months since the earthquake in Nepal. But after an earthquake of this magnitude, there will continue to be an elevated risk of epidemics of infectious diseases already endemic in Nepal, which include cholera, hepatitis E, typhoid, and typhus. Typhoid and paratyphoid organisms, which cause enteric fever, are the most common cause of undifferentiated febrile illness in Nepal.1Thompson CN Blacksell SD Paris DH et al.Undifferentiated febrile illness in Kathmandu, Nepal.Am J Trop Med Hyg. 2015; 92: 875-878Crossref PubMed Scopus (47) Google Scholar Furthermore, resistant strains (H58 salmonella) are known to occur here, which might make this common organism difficult to treat with the most commonly used fluoroquinolones. Sustained disease surveillance is crucial. The Haitian cholera outbreak—like Ebola's recent west African march—reminds us that these are rapidly changing situations; cholera has always been transnational, and outbreaks in Nepal brought on during the pre-earthquake period by plummeting access to clean water and sanitation unfortunately did not remain confined to “the roof of the world” for long. The Haitian epidemic, which inextricably bound these two nations together, could likely have been prevented if precautions had been taken and a nimble response, linking prevention and treatment to new investments in water and sanitation systems, mounted early on. More attention to hand washing and water treatment might need to be emphasised in Nepal, but—as in Haiti—will not alone suffice to prevent waterborne illness where modern sanitation is lacking. Vaccinations may be essential. An oral vaccine against cholera, recently proven effective in rural Haiti and stockpiled by WHO,2Ivers LC Hilaire IJ Teng JE et al.Effectiveness of reactive oral cholera vaccination in rural Haiti: a case-control study and bias-indicator analysis.Lancet Glob Health. 2015; 3: e162-e168Summary Full Text Full Text PDF PubMed Scopus (61) Google Scholar a highly effective intramuscular vaccine against hepatitis E,3Zhu FC Zhang J Zhang XF et al.Efficacy and safety of a recombinant hepatitis E vaccine in healthy adults: a large-scale, randomised, double-blind placebo-controlled, phase 3 trial.Lancet. 2010; 376: 895-902Summary Full Text Full Text PDF PubMed Scopus (555) Google Scholar, 4Basnyat B Dalton HR Kamar N et al.Nepali earthquakes and the risk of an epidemic of hepatitis E.Lancet. 2015; 385: 2572-2573Summary Full Text Full Text PDF PubMed Scopus (20) Google Scholar and typhoid vaccine5World Health OrganizationTyphoid vaccines: WHO position paper.Wkly Epidemiol Rec. 2008; 83: 49-59PubMed Google Scholar, 6Basnyat B Tackle Nepal's typhoid problem now.Nature. 2015; 524: 267Crossref PubMed Scopus (4) Google Scholar should be stockpiled and delivered in Nepal through campaigns targeting those living in the areas most affected by the earthquake. WHO, working with the Nepali Ministry of Health, should play a leadership role in such efforts. In addition, mental health issues as evidenced by a sharp increase in post-earthquake hospital admissions for organophosphate poisoning have to be effectively dealt with. Finally, with the winter approaching in many high-altitude earthquake-ravaged villages, strategies to counter cold and hypothermia need to be taken seriously. As in Haiti, “building back better” will necessitate the construction of more earthquake-resistant housing. But the definition of building back better should be expanded to include sustained improvements in overall health-care services, education systems, and good governance. The good news is that even before the earthquake, Nepal's Ministry of Health had acknowledged inadequate access to curative health services in rural areas as a major problem. The focus had consequently been on preventive medicine and primary health care, which produced good results in terms of reducing maternal and child mortality, certain forms of malnutrition, and communicable diseases. As a result, Nepal was on track to achieve many of the Millennium Development Goals for health. In rebuilding Nepal, the Government, with the help of the international community, should focus on districts such as Gorkha, Nuwakot, Dhading, Kavre, and Sindupalchowk—the hardest hit rural areas. In several of these districts, up to 90% of health facilities were destroyed or seriously compromised.7Khanal V Khanal P Lee AH Sustaining progress in maternal and child health in Nepal.Lancet. 2015; 385: 2573Summary Full Text Full Text PDF PubMed Scopus (10) Google Scholar Retrofitting and rebuilding of these damaged and destroyed health posts and hospitals will be carried out. But these districts could also be the testing grounds for an innovative Nepali answer to the challenge of universal health coverage (in keeping with the emerging UN Sustainable Development Goals) by rebuilds that are capable of offering both protection from disease or injury and high quality care for those who do fall ill or get hurt. Finally, in Haiti, more than US$2·4 billion in humanitarian relief funding was rapidly mobilised in the weeks after the earthquake. But less than 1% was channeled through the government. Most of the money was funnelled through foreign contractors and middlemen.8UN Office of the Special Envoy for HaitiCan more aid stay in Haiti and other fragile settings? How local investments can strengthen governments and economies. United Nations, New York2012http://lessonsfromhaiti.org/download/Report_Center/osereport2012.pdfGoogle Scholar Locally owned and led programmes were generally shunned. This clearly did not help build capacity for responding to disasters. In conclusion, the Nepali people, as the main stakeholders and with the help of the international community, must seize upon this post-earthquake period as a golden opportunity to make the necessary investments in innovative health care in all its aspects. Crucially, these investments should include not only proper sanitation, disease surveillance, and relevant vaccination campaigns but also an exemplary way forward for Nepal towards universal health care, starting with the most earthquake-ravaged districts. We thank Kul Chandra Gautam, former Deputy Executive Director of UNICEF, and Robert Woollard from the University of British Columbia, Canada, for their valuable suggestions. 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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.382
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.114
GPT teacher head0.408
Teacher spread0.294 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

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Citations26
Published2015
Admission routes1
Has abstractyes

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