Evidence map›Paper›PMID 38861717›Full record

ArticleJMIR human factors2024

Development of a Real-Time Dashboard for Overdose Touchpoints: User-Centered Design Approach.

Amey Salvi, Logan A Gillenwater, Brandon P Cockrum, Sarah E Wiehe, Kaitlyn Christian, John Cayton, Timothy Bailey, Katherine Schwartz, Allyson L Dir, Bradley Ray and 2 more

Abstract read
In one paragraph

Article in JMIR human factors, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–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

5 citing papers in PubMed.

  1. Observational
  2. Article
  3. Review
  4. Article
  5. 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

12 authors.

Amey SalviSchool of Informatics, Computing, and Engineering, Indiana University Indianapolis, Indianapolis, IN, United States.ORCID 0009-0006-7840-9924
Logan A GillenwaterChildren's Health Services Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, United States.ORCID 0009-0006-2270-0800
Brandon P CockrumIndiana Clinical and Translational Science Institute, Indianapolis, IN, United States.ORCID 0000-0002-3560-5566
Sarah E WieheChildren's Health Services Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, United States.ORCID 0000-0002-8148-0848
Kaitlyn ChristianIndiana Management Performance Hub, Indianapolis, IN, United States.ORCID 0000-0002-2401-295X
John CaytonIndiana Management Performance Hub, Indianapolis, IN, United States.ORCID 0009-0005-9394-3925
Timothy BaileyIndiana Management Performance Hub, Indianapolis, IN, United States.ORCID 0009-0009-2282-6923
Katherine SchwartzChildren's Health Services Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, United States.ORCID 0000-0003-1033-7478
Allyson L DirDepartment of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, United States.ORCID 0000-0002-6004-4692
Bradley RayRTI International, Research Triangle Park, NC, United States.ORCID 0000-0003-3643-775X
Matthew C AalsmaChildren's Health Services Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, United States.ORCID 0000-0001-5952-6785
Khairi RedaSchool of Informatics, Computing, and Engineering, Indiana University Indianapolis, Indianapolis, IN, United States.ORCID 0000-0002-8096-658X

Funding

Indiana Clinical and Translational Sciences InstituteUM1TR004402 · NCATS · INDIANA UNIVERSITY INDIANAPOLIS · PI Sharon M Moe, Sarah Elizabeth Wiehe · 2023 to 2026
$21.6M
Fatal Overdose Review Teams - Research to Enhance Surveillance Systems (FORTRESS)R61DA057660 · NIDA · INDIANA UNIVERSITY INDIANAPOLIS · PI AALSMA, MATTHEW, RAY, BRADLEY · 2022 to 2022
$1.6M
The role of cross-system collaboration in implementation of evidence-based substance use practices in child welfareK23DA055210 · NIDA · INDIANA UNIVERSITY INDIANAPOLIS · PI Allyson Lindsae Dir · 2023 to 2026
$661k
NCATS NIH HHS UM1 TR004402NIDA NIH HHS R61 DA057660
6 · The paper itself

Abstract

backgroundOverdose Fatality Review (OFR) is an important public health tool for shaping overdose prevention strategies in communities. However, OFR teams review only a few cases at a time, which typically represent a small fraction of the total fatalities in their jurisdiction. Such limited review could result in a partial understanding of local overdose patterns, leading to policy recommendations that do not fully address the broader community needs.

objectiveThis study explored the potential to enhance conventional OFRs with a data dashboard, incorporating visualizations of touchpoints-events that precede overdoses-to highlight prevention opportunities.

methodsWe conducted 2 focus groups and a survey of OFR experts to characterize their information needs and design a real-time dashboard that tracks and measures decedents' past interactions with services in Indiana. Experts (N=27) were engaged, yielding insights on essential data features to incorporate and providing feedback to guide the development of visualizations.

resultsThe findings highlighted the importance of showing decedents' interactions with health services (emergency medical services) and the justice system (incarcerations). Emphasis was also placed on maintaining decedent anonymity, particularly in small communities, and the need for training OFR members in data interpretation. The developed dashboard summarizes key touchpoint metrics, including prevalence, interaction frequency, and time intervals between touchpoints and overdoses, with data viewable at the county and state levels. In an initial evaluation, the dashboard was well received for its comprehensive data coverage and its potential for enhancing OFR recommendations and case selection.

conclusionsThe Indiana touchpoints dashboard is the first to display real-time visualizations that link administrative and overdose mortality data across the state. This resource equips local health officials and OFRs with timely, quantitative, and spatiotemporal insights into overdose risk factors in their communities, facilitating data-driven interventions and policy changes. However, fully integrating the dashboard into OFR practices will likely require training teams in data interpretation and decision-making.

Indexed as

Drug OverdoseFocus GroupsUser-Centered DesignHumansIndianaSurveys and Questionnairesdashboarddashboardsdata integrationdeathdesigndevelopdevelopmentdrug abusefatalityfatality reviewfocus groupfocus groupsinterviewinterviewsoverdoseoverdose preventionoverdosesoverdosingpreventionsubstance abusetouchpointtouchpointsvisualizationvisualizations

Identifiers

PMID38861717
PMCPMC11200046

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.