Evidence map›Paper›PMID 32940684›Full record

ArticleJournal of the American Medical Informatics Association : JAMIA2020

Using cloud-based, open-source technology to evaluate, improve, and rapidly disseminate community-based intervention data.

Carlene A Mayfield, Margaret E Gigler, Leslie Snapper, Jainmary Jose, Jackie Tynan, Victoria C Scott, Michael Dulin

Abstract read
In one paragraph

Article in Journal of the American Medical Informatics Association : JAMIA, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Carlene A MayfieldDepartment of Community Health, Atrium Health, Charlotte, North Carolina, USA.
Margaret E GiglerDepartment of Psychological Science, University of North Carolina Charlotte, Charlotte, North Carolina, USA.
Leslie SnapperDepartment of Psychological Science, University of North Carolina Charlotte, Charlotte, North Carolina, USA.
Jainmary JoseDepartment of Data and Analytics, Blue Cross & Blue Shield of North Carolina, Durham, North Carolina, USA.
Jackie TynanRenaissance West Community Initiative, Charlotte, North Carolina, USA.
Victoria C ScottDepartment of Psychological Science, University of North Carolina Charlotte, Charlotte, North Carolina, USA.
Michael DulinAcademy for Population Health Innovation, Department of Public Health Sciences, University of North Carolina Charlotte & Mecklenburg County Department of Public Health, Charlotte, North Carolina, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Building Uplifted Families (BUF) is a cross-sector community initiative to improve health and economic disparities in Charlotte, North Carolina. A formative evaluation strategy was used to support iterative process improvement and collaborative engagement of cross-sector partners. To address challenges with electronic data collection through REDCap Cloud, we developed the BUF Rapid Dissemination (BUF-RD) model, a multistage data governance system supplemented by open-source technologies, such as: Stage 1) data collection; Stage 2) data integration and analysis; and Stage 3) dissemination. In Stage 3, results were disseminated through an interactive dashboard developed in RStudio using RShiny and Shiny Server solutions. The BUF-RD model was successfully deployed in a 6-month beta test to reduce the time lapse between data collection and dissemination from 3 months to 2 weeks. Having up-to-date preliminary results led to improved BUF implementation, enhanced stakeholder engagement, and greater responsiveness and alignment of program resources to specific participant needs.

Indexed as

Cloud ComputingData ManagementStakeholder ParticipationCommunity Health ServicesDatabases, FactualData CollectionHumansInformation DisseminationNorth CarolinaOwnershipPilot ProjectsSocial Determinants of HealthSoftwarecloud computingdata collectionsocial determinants of healthsoftwaretechnology

Identifiers

PMID32940684
PMCPMC7671634

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.