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Record W3115916925 · doi:10.21203/rs.2.21662/v1

Health Research Capacities in Palestine: High-quality and Proper Knowledge Transfer and Translation for Sound Decision-making

2020· preprint· en· W3115916925 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueResearch Square (Research Square) · 2020
Typepreprint
Languageen
FieldHealth Professions
TopicPrimary Care and Health Outcomes
Canadian institutionsMcGill University
FundersFonds de recherche du QuébecMcGill University
KeywordsPalestineSound (geography)Quality (philosophy)BusinessPolitical scienceComputer scienceHistoryAcousticsPhilosophyEpistemologyAncient historyPhysics

Abstract

fetched live from OpenAlex

Abstract Background: Over the last two decades, the World Health Organization (WHO) has proposed a global strategy and initiatives to build robust capacity for a Health Research System (HRS) focusing on Health Research Quality and Standardization (HRQS), Health Research Knowledge Transfer and Dissemination (HRKTD), and Health Research Translation and Utilization into Health Care Decisions and Policies (HRTUDP). Despite the expansion of health research productivity for several decades, HRS Capacity (HRSC) in Palestine and in the Middle East and North Africa (MENA) region generally has rarely been objectively evaluated. This study aims at eliciting the perceptions of HRS performers in Palestine in order to understand the status of the capacities of HRS, identify gaps, and to generate policies and solutions capable of strengthening HRSC in Palestine. Methods: Purposive methods were used in this qualitative study to identify key informants from three sectors; government, academia, and local and international organizations. Fifty-two in-depth interviews were conducted with key informants and a total of fifty-two individuals participated in six focus groups. Data were analyzed by using MAXQDA 12. Results: The overall pattern of the Palestinian HRS capacities is relatively weak. The key findings revealed that while HR productivity in Palestine is improving, HRQS is at an average level and quality guidelines are not followed due to paucity of understanding, policies, resources. HRKTD is a central challenge with both a dearth of conceptualization of translational science and inadequate implementation. The factors related to inadequate HRKTD include lack of awareness on the part of the researchers; inadequate regulatory frameworks and mechanisms for both communication and collaboration between and among researchers and policy-makers and clinicians; lack of availability of and credibility in systematized and reliable HR data. Despite the limited knowledge translation, in general, HRTUDP is not considered as an essential decision-making methodology mainly due to lack of knowledge producers and policy-makers interface, understanding level, HR credibility and availability of applied research, and governance, resources, and political fluctuations. A consolidating regulatory framework and an effective capacity strengthening strategy to promote HRQS as well as an understanding of concepts and practices of translational science and, most importantly, the use of findings for evidence-based policies and practice are substantial recommendations to make HRS well-capacitated and strengthened. Conclusions: Strengthening HRSC is both an imperative step and an opportunity to improve the Palestinian health system based on research evidence and knowledge. Building a successful HRS characterized by capacities of high-quality research and well-disseminated and translated knowledge is a prerequisite to effective health systems and services. This can be achieved by a political commitment to support such strengthening, consolidated leadership and governance structure, and a strong operational capacity strengthening strategy.

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)0.100
metaresearch head score (Gemma)0.017
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesMetaresearch, Science and technology studies, Research integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.470
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.1000.017
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.000
Bibliometrics0.0050.003
Science and technology studies0.0070.003
Scholarly communication0.0000.001
Open science0.0010.003
Research integrity0.0020.021
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 head0.618
GPT teacher head0.640
Teacher spread0.021 · 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