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Record W7119314384

Comparative analysis of pharmaceutical services models adopted in countries with universal health coverage.

2019· dissertation· pt· W7119314384 on OpenAlexaboutno aff
Carolina Zampirolli Dias

Bibliographic record

VenueLA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) · 2019
Typedissertation
Languagept
FieldSocial Sciences
TopicPublic Health in Brazil
Canadian institutionsnot available
Fundersnot available
KeywordsUniversal designEssential medicinesHealth policyWork (physics)Right to healthHealth servicesAccess to medicinesPopulationDeveloping country
DOInot available

Abstract

fetched live from OpenAlex

Introduction: Brazil has a universal health system with basic principles of universal and equal access to health actions and services, including Pharmaceutical Services (PS). The entire Brazilian population has the right of access to medicines, selected and standardized through a List of Essential Medicines. Nevertheless, a survey assessed PS at the national level in 2015 and found that there are still major challenges in expanding and ensuring equitable access and service structuring nearly 30 years after the establishment of the Unified Health System (in portuguese Sistema Universal de Saúde - SUS). In this context, understanding and knowing the determining factors for the difficulties still faced by SUS in access to medicines is of fundamental importance, bringing a strategic and comprehensive view of the problem. The objective of this master thesis is to analyze the way PS in Brazil is organized, in perspective with the experiences and results of other countries with Universal Health Coverage (UHC). Methods: The methodology of this work was divided into three complementary parts. First, a review of general aspects of medicines policy in selected countries for knowledge of PS models in countries with UHC. For comparison, an adaptation of the health systems analysis model to medicines policy was performed, with a critical evaluation by experts in the field. Finally, the settings of the adapted method and their results in the selected countries were compared. Results: Information was collected about PS in seven countries: Canada, Australia, Scotland, Sweden, Portugal, South Africa and Colombia. After adaptation and critical evaluation by the experts, the comparison was performed. The parameters compared were: financing, payment, organization, regulation and persuasion. Among them, the biggest difference between the model adopted in Brazil and in other countries was found in the organization. Financing comes mostly through taxes in all countries, although some adopt copayment strategy in a complementary way. Regarding payment, responsibilities are decentralized in the provinces in most countries. The provinces, in turn, hire retail pharmacies to make the general population available. Thus, the acquisition and distribution logistics of medicines end up being the responsibility of the contracted services. In Brazil, however, the responsibilities are partially decentralized in the three federated entities, which purchase and dispensation of the drugs to the population. As for regulation, all countries have an agency for regulating the effectiveness and safety of medicines. In persuasion, strategies to improve the quality of drug use are a reality in the world, although some countries have not formalized them. Conclusion: The comparative analysis of PS showed some possible ways. However, assessing a potential change in public policy is not possible without analyzing its feasibility in the current contexto of the country.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.850
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.000
Bibliometrics0.0030.006
Science and technology studies0.0010.000
Scholarly communication0.0000.002
Open science0.0020.000
Research integrity0.0010.002
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 head0.042
GPT teacher head0.334
Teacher spread0.293 · 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.

Study designTheoretical or conceptual
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".

Quick stats

Citations0
Published2019
Admission routes1
Has abstractyes

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