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
Bibliographic Data
| ID | 15363169 |
|---|---|
| Authors | J Gray (0000-0003-1893-8921, Brown University, corresponding author), Jesse Yedinak Gray, Maxwell S Krieger (0000-0001-9975-1610, Brown University), Maxwell Krieger, Alexandra Skinner (0000-0001-5071-6937, Brown University), Samantha Parker (0009-0003-2863-5083, Brown University), Melissa Basta (Rhode Island Department of Health), Nya Reichley (Rhode Island Department of Health), Cathy Schultz (0009-0004-9243-0477, Massachusetts Executive Office of Health and Human Services), Claire Pratty (0000-0001-9674-0983, Brown University), Ellen Duong (0009-0006-1567-6910, Brown University), Bennett Allen (0000-0002-6321-2436), Magdalena Cerdá (0000-0001-8441-7046), Alexandria Macmadu (0000-0001-7640-2215, Brown University), Brandon D L Marshall (0000-0002-0134-7052, Brown University) |
| Year | 2025 |
| Volume | 25 |
| Issue | 1 |
| Pages | 915-915 |
| Publication date | 2025-03-07 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | BMC Public Health (JOURNAL) |
| Journal identifiers | ISSN: 1471-2458 • E-ISSN: 1471-2458 |
| Publisher | BioMed Central (PUBLISHER • GB) |
| DOI | 10.1186/s12889-025-22004-y |
| PMID | 40055691 |
| OpenAlex | W4408170544 |
| Language | EN |
| References cited | 35 |
Using an implementation framework within the larger study allowed us to identify multi-level and contextual factors affecting the early implementation of a forecasting dashboard within the PROVIDENT community trial. Additional investments to build organizational and community capacity may be required to create the optimal implementation setting and integration of forecasting tools
Biostatistics · Dashboard · Data science · Environmental health · Harm · Harm reduction · Injury prevention · Medical education · Medical emergency · Occupational safety and health · Pathology · Poison control · Public health · Qualitative research · Suicide prevention · Health Policy Implementation Science · Medicine · Nursing · Opioid Use Disorder Treatment · Psychology · Social Psychology · Substance Abuse Treatment and Outcomes
Systematic review of the Exploration, Preparation, Implementation, Sustainment (Epis) framework
Changing dynamics of the drug overdose epidemic in the United States from 1979 through 2016
Applying infectious disease forecasting to public health
Fatal overdose
Machine learning takes a village
Action-focused, plain language communication for overdose prevention
Sample sizes for saturation in qualitative research
One size fits all? What counts as quality practice in (reflexive) thematic analysis
Between Care and Control
Build It Better for Public Health
Recent Increases in Cocaine-Related Overdose Deaths and the Role of Opioids
Serious Illness and Limitations of Death Certificate–Based Data
Development of a Statewide, Publicly Accessible Drug Overdose Surveillance and Information System
Demonstrating Rigor Using Thematic Analysis
How Many Focus Groups Are Enough? Building an Evidence Base for Nonprobability Sample Sizes
| Citation velocity | historical |
|---|---|
| Highly cited | No |