Literature DB >> 32757202

Visualizing Opportunity Index Data Using a Dashboard Application: A Tool to Communicate Infant Mortality-Based Area Deprivation Index Information.

Naleef Fareed1,2, Christine M Swoboda1, Pallavi Jonnalagadda1,2, Tyler Griesenbrock1, Harish R Gureddygari1, Alison Aldrich1.   

Abstract

BACKGROUND: An area deprivation index (ADI) is a geographical measure that accounts for socioeconomic factors (e.g., crime, health, and education). The state of Ohio developed an ADI associated with infant mortality: Ohio Opportunity Index (OOI). However, a powerful tool to present this information effectively to stakeholders was needed.
OBJECTIVES: We present a real use-case by documenting the design, development, deployment, and training processes associated with a dashboard solution visualizing ADI data.
METHODS: The Opportunity Index Dashboard (OID) allows for interactive exploration of the OOI and its seven domains-transportation, education, employment, housing, health, access to services, and crime. We used a user-centered design approach involving feedback sessions with stakeholders, who included representatives from project sponsors and subject matter experts. We assessed the usability of the OID based on the effectiveness, efficiency, and satisfaction dimensions. The process of designing, developing, deploying, and training users in regard to the OID is described.
RESULTS: We report feedback provided by stakeholders for the OID categorized by function, content, and aesthetics. The OID has multiple, interactive components: choropleth map displaying OOI scores for a specific census tract, graphs presenting OOI or domain scores between tracts to compare relative positions for tracts, and a sortable table to visualize scores for specific county and census tracts. Changes based on parameter and filter selections are described using a general use-case. In the usability evaluation, the median task completion success rate was 83% and the median system usability score was 68.
CONCLUSION: The OID could assist health care leaders in making decisions that enhance care delivery and policy decision making regarding infant mortality. The dashboard helps communicate deprivation data across domains in a clear and concise manner. Our experience building this dashboard presents a template for developing dashboards that can address other health priorities. Georg Thieme Verlag KG Stuttgart · New York.

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Year:  2020        PMID: 32757202      PMCID: PMC7406368          DOI: 10.1055/s-0040-1714249

Source DB:  PubMed          Journal:  Appl Clin Inform        ISSN: 1869-0327            Impact factor:   2.342


  24 in total

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2.  International comparisons of infant mortality and related factors: United States and Europe, 2010.

Authors:  Marian F MacDorman; T J Matthews; Ashna D Mohangoo; Jennifer Zeitlin
Journal:  Natl Vital Stat Rep       Date:  2014-09-24

Review 3.  Deprived neighborhoods and adverse perinatal outcome: a systematic review and meta-analysis.

Authors:  Amber A Vos; Anke G Posthumus; Gouke J Bonsel; Eric A P Steegers; Semiha Denktaş
Journal:  Acta Obstet Gynecol Scand       Date:  2014-06-13       Impact factor: 3.636

4.  Infant Mortality in the United States, 2017: Data From the Period Linked Birth/Infant Death File.

Authors:  Danielle M Ely; Anne K Driscoll
Journal:  Natl Vital Stat Rep       Date:  2019-08

5.  Usability Testing of an Interactive Dashboard for Surgical Quality Improvement in a Large Congenital Heart Center.

Authors:  Danny T Y Wu; Scott Vennemeyer; Kelly Brown; Jason Revalee; Paul Murdock; Sarah Salomone; Ashton France; Katherine Clarke-Myers; Samuel P Hanke
Journal:  Appl Clin Inform       Date:  2019-11-13       Impact factor: 2.342

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7.  Visualizing Infection Surveillance Data for Policymaking Using Open Source Dashboarding.

Authors:  Monika Maya Wahi; Natasha Dukach
Journal:  Appl Clin Inform       Date:  2019-07-24       Impact factor: 2.342

8.  Low birth weight and preterm births: etiologic fraction attributable to prenatal drug exposure.

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Journal:  J Perinatol       Date:  2005-10       Impact factor: 2.521

9.  Mapping Geographic Variation in Infant Mortality and Related Black-White Disparities in the US.

Authors:  Lauren M Rossen; Diba Khan; Kenneth C Schoendorf
Journal:  Epidemiology       Date:  2016-09       Impact factor: 4.822

Review 10.  Racial/ethnic disparities in obstetric outcomes and care: prevalence and determinants.

Authors:  Allison S Bryant; Ayaba Worjoloh; Aaron B Caughey; A Eugene Washington
Journal:  Am J Obstet Gynecol       Date:  2010-01-12       Impact factor: 8.661

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  2 in total

1.  Developing Dashboards to Address Children's Health Disparities in Ohio.

Authors:  Pallavi Jonnalagadda; Christine Swoboda; Priti Singh; Harish Gureddygari; Seth Scarborough; Ian Dunn; Nathan J Doogan; Naleef Fareed
Journal:  Appl Clin Inform       Date:  2022-01-26       Impact factor: 2.342

2.  Construction of the Ohio Children's Opportunity Index.

Authors:  Naleef Fareed; Priti Singh; Pallavi Jonnalagadda; Christine Swoboda; Colin Odden; Nathan Doogan
Journal:  Front Public Health       Date:  2022-07-22
  2 in total

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