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Record W7056350335

The Ebola epidemic in West Africa: Humanitarian aid and public opinion in Iceland

2018· dissertation· en· W7056350335 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueSkemman · 2018
Typedissertation
Languageen
FieldEngineering
TopicParticle accelerators and beam dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitarian aidPublic opinionGovernment (linguistics)PoliticsPovertyDevelopment aidQuarter (Canadian coin)Public supportForeign policyPublic health
DOInot available

Abstract

fetched live from OpenAlex

Public support of development cooperation in high-income countries, including humanitarian assistance, is important if low-income countries are to be given an opportunity to improve the situation of their population. This research examined public attitudes in Iceland toward humanitarian aid, with the aid provided by the Icelandic government in September 2014 to fight the Ebola epidemic in West Africa as a case in point. Specifically, it examines which demographic characteristics were related to negative attitudes towards the assistance, and which reasons the public believed influenced the decision to provide aid. A questionnaire about attitudes towards the Ebola epidemic was administered to a sample of 1500 adults from an internet panel established by the Social Science Research Institute of the University of Iceland, and 920 people answered (61% response rate). Quarter of the participants expressed negative attitudes towards the humanitarian aid the government provided in response to the Ebola epidemic. Those who held negative opinion were more likely to be less educated, lean to the right in political orientation and have lower household income. People with negative attitudes towards foreign aid were less likely to believe ethical reasons influenced the decision to provide humanitarian assistance. Both those who hold positive and negative views towards foreign aid recognized to some extent the influence of self-interests in providing humanitarian assistance. To enforce positive attitudes towards foreign aid it is important that governments ensure that development cooperation and humanitarian aid are based on ethical considerations, in addition to educating the public about poverty and development processes.

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.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.174
Threshold uncertainty score0.972

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.023
GPT teacher head0.253
Teacher spread0.230 · 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