Literature DB >> 34081605

An Urban Population Health Observatory System to Support COVID-19 Pandemic Preparedness, Response, and Management: Design and Development Study.

Whitney S Brakefield1,2, Nariman Ammar2, Olufunto A Olusanya2, Arash Shaban-Nejad2.   

Abstract

BACKGROUND: COVID-19 is impacting people worldwide and is currently a leading cause of death in many countries. Underlying factors, including Social Determinants of Health (SDoH), could contribute to these statistics. Our prior work has explored associations between SDoH and several adverse health outcomes (eg, asthma and obesity). Our findings reinforce the emerging consensus that SDoH factors should be considered when implementing intelligent public health surveillance solutions to inform public health policies and interventions.
OBJECTIVE: This study sought to redefine the Healthy People 2030's SDoH taxonomy to accommodate the COVID-19 pandemic. Furthermore, we aim to provide a blueprint and implement a prototype for the Urban Population Health Observatory (UPHO), a web-based platform that integrates classified group-level SDoH indicators to individual- and aggregate-level population health data.
METHODS: The process of building the UPHO involves collecting and integrating data from several sources, classifying the collected data into drivers and outcomes, incorporating data science techniques for calculating measurable indicators from the raw variables, and studying the extent to which interventions are identified or developed to mitigate drivers that lead to the undesired outcomes.
RESULTS: We generated and classified the indicators of social determinants of health, which are linked to COVID-19. To display the functionalities of the UPHO platform, we presented a prototype design to demonstrate its features. We provided a use case scenario for 4 different users.
CONCLUSIONS: UPHO serves as an apparatus for implementing effective interventions and can be adopted as a global platform for chronic and infectious diseases. The UPHO surveillance platform provides a novel approach and novel insights into immediate and long-term health policy responses to the COVID-19 pandemic and other future public health crises. The UPHO assists public health organizations and policymakers in their efforts in reducing health disparities, achieving health equity, and improving urban population health. ©Whitney S Brakefield, Nariman Ammar, Olufunto A Olusanya, Arash Shaban-Nejad. Originally published in JMIR Public Health and Surveillance (https://publichealth.jmir.org), 16.06.2021.

Entities:  

Keywords:  COVID-19; COVID-19 surveillance; SARS-CoV-2; Social Determinants of Health; causal inference; digital health; health disparities; knowledge integration; surveillance; urban health

Mesh:

Year:  2021        PMID: 34081605     DOI: 10.2196/28269

Source DB:  PubMed          Journal:  JMIR Public Health Surveill        ISSN: 2369-2960


  8 in total

1.  Examining the Implementation of Digital Health to Strengthen the COVID-19 Pandemic Response and Recovery and Scale up Equitable Vaccine Access in African Countries.

Authors:  Olufunto A Olusanya; Brianna White; Chad A Melton; Arash Shaban-Nejad
Journal:  ArXiv       Date:  2022-06-03

2.  Social Determinants and Indicators of COVID-19 Among Marginalized Communities: A Scientific Review and Call to Action for Pandemic Response and Recovery.

Authors:  Whitney S Brakefield; Olufunto A Olusanya; Brianna White; Arash Shaban-Nejad
Journal:  Disaster Med Public Health Prep       Date:  2022-05-02       Impact factor: 5.556

3.  Exploring temporal varying demographic and economic disparities in COVID-19 infections in four U.S. areas: based on OLS, GWR, and random forest models.

Authors:  Junfeng Jiao; Yefu Chen; Amin Azimian
Journal:  Comput Urban Sci       Date:  2021-12-04

4.  Examining the Implementation of Digital Health to Strengthen the COVID-19 Pandemic Response and Recovery and Scale up Equitable Vaccine Access in African Countries.

Authors:  Olufunto A Olusanya; Brianna White; Chad A Melton; Arash Shaban-Nejad
Journal:  JMIR Form Res       Date:  2022-05-17

5.  A near real-time electronic health record-based COVID-19 surveillance system: An experience from a developing country.

Authors:  Abbas Sheikhtaheri; Seyed Mohammad Tabatabaee Jabali; Ehsan Bitaraf; Alireza TehraniYazdi; Ali Kabir
Journal:  Health Inf Manag       Date:  2022-07-15       Impact factor: 3.778

6.  An Urban Population Health Observatory for Disease Causal Pathway Analysis and Decision Support: Underlying Explainable Artificial Intelligence Model.

Authors:  Whitney S Brakefield; Nariman Ammar; Arash Shaban-Nejad
Journal:  JMIR Form Res       Date:  2022-07-20

7.  Independent Predictors for Hospitalization-Associated Radiation therapy Interruptions.

Authors:  Adam Hubler; Daniel V Wakefield; Lydia Makepeace; Matt Carnell; Ankur M Sharma; Bo Jiang; Austin P Dove; Wesley B Garner; Drucilla Edmonston; John G Little; Esra Ozdenerol; Ryan B Hanson; Michelle Y Martin; Arash Shaban-Nejad; Maria Pisu; David L Schwartz
Journal:  Adv Radiat Oncol       Date:  2022-07-30

8.  Reliable technique of preparation of ultrathin sections of tissue infected with mycobacteria.

Authors:  E Hartlová; H Mohelská
Journal:  Folia Microbiol (Praha)       Date:  1978       Impact factor: 2.629

  8 in total

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