Literature DB >> 32940684

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

Carlene A Mayfield1, Margaret E Gigler2, Leslie Snapper2, Jainmary Jose3, Jackie Tynan4, Victoria C Scott2,5, Michael Dulin5.   

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.
© The Author(s) 2020. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For permissions, please email: journals.permissions@oup.com.

Entities:  

Keywords:  cloud computing; data collection; social determinants of health; software; technology

Mesh:

Year:  2020        PMID: 32940684      PMCID: PMC7671634          DOI: 10.1093/jamia/ocaa181

Source DB:  PubMed          Journal:  J Am Med Inform Assoc        ISSN: 1067-5027            Impact factor:   4.497


  14 in total

1.  Formative research in school and community-based health programs and studies: "state of the art" and the TAAG approach.

Authors:  Joel Gittelsohn; Allan Steckler; Carolyn C Johnson; Charlotte Pratt; Mira Grieser; Julie Pickrel; Elaine J Stone; Terry Conway; Derek Coombs; Lisa K Staten
Journal:  Health Educ Behav       Date:  2006-02

2.  Driving with roadmaps and dashboards: using information resources to structure the decision models in service organizations.

Authors:  Bruce F Chorpita; Adam Bernstein; Eric L Daleiden
Journal:  Adm Policy Ment Health       Date:  2007-11-06

3.  Research electronic data capture (REDCap)--a metadata-driven methodology and workflow process for providing translational research informatics support.

Authors:  Paul A Harris; Robert Taylor; Robert Thielke; Jonathon Payne; Nathaniel Gonzalez; Jose G Conde
Journal:  J Biomed Inform       Date:  2008-09-30       Impact factor: 6.317

4.  HKHC Community Dashboard: design, development, and function of a Web-based performance monitoring system.

Authors:  Philip A Bors; Allison Kemner; John Fulton; Jessica Stachecki; Laura K Brennan
Journal:  J Public Health Manag Pract       Date:  2015 May-Jun

5.  Interoperability in Health and Social Care: Organizational Issues are the Biggest Challenge.

Authors:  Afeezat Olajumoke Oyeyemi; Philip Scott
Journal:  J Innov Health Inform       Date:  2018-10-31

6.  User-Centered Collaborative Design and Development of an Inpatient Safety Dashboard.

Authors:  Eli Mlaver; Jeffrey L Schnipper; Robert B Boxer; Dominic J Breuer; Esteban F Gershanik; Patricia C Dykes; Anthony F Massaro; James Benneyan; David W Bates; Lisa S Lehmann
Journal:  Jt Comm J Qual Patient Saf       Date:  2017-08-14

7.  Collaboration is Critical: Working Together to Optimize Health in Our Communities.

Authors:  Alisahah J Cole
Journal:  N C Med J       Date:  2017 Jul-Aug

8.  Dashboard visualizations: Supporting real-time throughput decision-making.

Authors:  Amy Franklin; Swaroop Gantela; Salsawit Shifarraw; Todd R Johnson; David J Robinson; Brent R King; Amit M Mehta; Charles L Maddow; Nathan R Hoot; Vickie Nguyen; Adriana Rubio; Jiajie Zhang; Nnaemeka G Okafor
Journal:  J Biomed Inform       Date:  2017-06-01       Impact factor: 6.317

9.  Strengthening prevention performance using technology: a formative evaluation of interactive Getting To Outcomes.

Authors:  Matthew Chinman; Beverly Tremain; Pamela Imm; Abraham Wandersman
Journal:  Am J Orthopsychiatry       Date:  2009-10

10.  Cross-sector Service Provision in Health and Social Care: An Umbrella Review.

Authors:  Shannon Winters; Lilian Magalhaes; Elizabeth Anne Kinsella; Anita Kothari
Journal:  Int J Integr Care       Date:  2016-04-08       Impact factor: 5.120

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