ArticleDrug and alcohol dependence2020
Community dashboards to support data-informed decision-making in the HEALing communities study.
Article in Drug and alcohol dependence, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 57 papers.
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.
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.
HEALing Communities Study: Developing and Testing an Integrated Approach to Address the Opioid Crisis
Justice Community Overdose Innovation Network II TCU Hub: TCU Building Resilient Initiatives for Deflection Through Greater Engagement Project (TCU BRIDGE to Deflection Project)
Who cites it
57 citing papers in PubMed, 78 citations in OpenAlex.
- Local level of social inequity moderates implementation of evidence-based practices tailored to minoritized populations to reduce opioid overdose deaths.Journal of substance use and addiction treatment · 2026Trial
- "Sometimes I'm interested in seeing a fuller story to tell with numbers" Implementing a forecasting dashboard for harm reduction and overdose prevention: a qualitative assessment.BMC public health · 2025Trial
- Communities That HEAL Intervention and Mortality Including Polysubstance Overdose Deaths: A Randomized Clinical Trial.JAMA network open · 2024Trial
- Community-Based Cluster-Randomized Trial to Reduce Opioid Overdose Deaths.The New England journal of medicine · 2024Trial
- Reducing perceived barriers to scaling up overdose education and naloxone distribution and medications for opioid use disorder in the United States in the HEALing (Helping End Addiction Long-Term®) communities study.Preventive medicine · 2024Trial
- Effect of the Communities that HEAL intervention on receipt of behavioral therapies for opioid use disorder: A cluster randomized wait-list controlled trial.Drug and alcohol dependence · 2024Trial
- Trial
- Lessons From the Community-Engaged, Data-Driven Selection of Evidence-Based Practice Strategies in the HEALing Communities Study.Journal of public health management and practice : JPHMPTrial
- Understanding Data Use in Community Coalitions: Insights from a CFIR 2.0-Informed Study of the Ohio HEALing Communities Initiative.Community mental health journal · 2026Article
- Customizing and fine-tuning opioid overdose machine learning models for community-specific dashboards.Journal of big data · 2026Article
- Barriers to Population Data Use in Overdose Fatality Reviews: Observational and Interview Study of Dashboard Deployment.JMIR human factors · 2026Observational
- Between data and touch: how nurses and patients negotiate the human boundary under data-driven surveillance in chronic care.BMC medical ethics · 2026Article
- Community coalition's diversity and targeted overdose prevention strategies designed to reach special populations.Harm reduction journal · 2026Article
- Moving beyond the benchmarks: Five foundational principles for meaningful AI evaluation in healthcare.PLOS digital health · 2026Article
- Building Public Health Data Dashboards: Tutorial Playbook.JMIR public health and surveillance · 2026Article
- Establishing a public health surveillance system for the opioid crisis: The experience of the HEALing Communities Study.Journal of substance use and addiction treatment · 2026Article
- Aligning Efforts to Boost Medications for Opioid Use Disorder and Pre-Exposure Prophylaxis for HIV.Journal of general internal medicine · 2026Article
- Do Communities Implementing the Communities That HEAL Intervention Have Significantly Lower Rates of High-Risk Opioid Prescribing and Dispensing?AJPM focus · 2025Article
- Article
- HEALing Communities Study: Data measures for supporting a community-based intervention to reduce opioid overdose deaths.Drug and alcohol dependence · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 6 institutions in 1 country.
Funding
Abstract
backgroundWith opioid misuse, opioid use disorder (OUD), and opioid overdose deaths persisting at epidemic levels in the U.S., the largest implementation study in addiction research-the HEALing Communities Study (HCS)-is evaluating the impact of the Communities That Heal (CTH) intervention on reducing opioid overdose deaths in 67 disproportionately affected communities from four states (i.e., "sites"). Community-tailored dashboards are central to the CTH intervention's mandate to implement a community-engaged and data-driven process. These dashboards support a participating community's decision-making for selection and monitoring of evidence-based practices to reduce opioid overdose deaths. METHODS/
designA community-tailored dashboard is a web-based set of interactive data visualizations of community-specific metrics. Metrics include opioid overdose deaths and other OUD-related measures, as well as drivers of change of these outcomes in a community. Each community-tailored dashboard is a product of a co-creation process between HCS researchers and stakeholders from each community. The four research sites used a varied set of technical approaches and solutions to support the scientific design and CTH intervention implementation. Ongoing evaluation of the dashboards involves quantitative and qualitative data on key aspects posited to shape dashboard use combined with website analytics. DISCUSSION: The HCS presents an opportunity to advance how community-tailored dashboards can foster community-driven solutions to address the opioid epidemic. Lessons learned can be applied to inform interventions for public health concerns and issues that have disproportionate impact across communities and populations (e.g., racial/ethnic and sexual/gender minorities and other marginalized individuals).
trial registrationClinicalTrials.gov (NCT04111939).
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.