MétaCan
Menu
Back to cohort
Record W3092567312 · doi:10.1093/eurpub/ckaa165.1131

Addressing social determinants of noncommunicable diseases in primary care: a scoping review

2020· review· en· W3092567312 on OpenAlexaboutno aff
Luke Allen, Ralph W. Smith, FM Simmons-Jones, Nancy Roberts, Rory Honney, Jonny Currie

Bibliographic record

VenueEuropean Journal of Public Health · 2020
Typereview
Languageen
FieldBusiness, Management and Accounting
TopicGlobal Public Health Policies and Epidemiology
Canadian institutionsnot available
Fundersnot available
KeywordsMedicinePsychological interventionMandatePublic healthPrimary careMEDLINESocial determinants of healthData collectionPopulationEnvironmental healthNursingFamily medicinePolitical science

Abstract

fetched live from OpenAlex

Abstract Background Noncommunicable diseases (NCDs) are the leading cause of global mortality, and their risk factors largely manifest at the community level. In collaboration with public health, primary care is well placed to assess and address the local social determinants of NCDs (SDONCDs). Post-Astana, many countries are reorienting their primary care systems to incorporate these traditional public health functions, but there is little evidence to guide reform. We aimed to collate examples of primary care organisations that already engage in this activity. Methods Following Cochrane guidance, PubMed, MEDLINE, Embase & HMIC were searched from inception to 28/7/2019, along with hand-searching of references for any study designs that examined international primary care organisation(s) that addressed local SDONCDs. Independent dual review was used for screening, data extraction, and quality assessment - for which we used ROBINS-i. Results Searches identified 666 studies of which 17 studies from Canada, South Africa, UK, and USA were included. All used descriptive study designs. Individual-level surveys and interviews were the most common SDONCD data collection methods reported. Fewer studies collated population-level data held by external agencies. Actions ranged from individual-level interventions to novel representation of primary care organisations on system-level policy and planning committees. Several enablers and barriers to collecting and mobilising social determinant data within well- and under-resourced primary care settings were identified. Conclusions Several models of integrated public health and primary care already exist that fulfil the Astana mandate of developing place-based preventive services, tailored to local needs. Public health input at this granular level is required to support primary care services as they extend their scope of practice, and to assist with monitoring and evaluation of new initiatives to mitigate unmet health and social needs. Key messages Primary care organisations are increasingly being encouraged to assess and address local social determinants of noncommunicable diseases but there is weak evidence to guide reform. The different approaches described in our review can help policymakers tasked with integrating public health functions into primary care.

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)0.014
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.694
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0140.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0050.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0000.001
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 head0.335
GPT teacher head0.452
Teacher spread0.116 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations4
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueEuropean Journal of Public HealthSame topicGlobal Public Health Policies and EpidemiologyFrench-language works237,207