Evidence map›Paper›PMID 41387821›Full record

ArticleBMC public health2025

The role of opioid treatment programs' crisis response on client perceptions of risk and impact.

Jemima A Frimpong, Maya-Grace T Archer, Yinfei Kong, Tenie Khachikian, Suojin Wang, Daniel L Howard

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Jemima A FrimpongNew York University Abu Dhabi (NYUAD), Stern School of Business at NYUAD, Saadiyat Island, PO BOX 129188, Abu Dhabi, UAE. jafrimpong@nyu.edu.
Maya-Grace T ArcherDepartment of Psychological and Brain Sciences, Texas A&M University at College Station, Psychology Building, Building 0463, 515 Coke St. College Station, Texas, 77843, USA.
Yinfei KongDepartment of Information Systems and Decision Sciences, California State University, Fullerton, College of Business and Economics, 2550 Nutwood Ave, Fullerton, CA, 92831, USA.
Tenie KhachikianDepartment of Psychological and Brain Sciences, Texas A&M University at College Station, Psychology Building, Building 0463, 515 Coke St. College Station, Texas, 77843, USA.
Suojin WangDepartment of Statistics, Texas A&M University at College Station, 155 Ireland St., College Station, Texas, 77843, USA.
Daniel L HowardDepartment of Psychological and Brain Sciences, Texas A&M University at College Station, Psychology Building, Building 0463, 515 Coke St. College Station, Texas, 77843, USA.

Funding

From Workforce Diversity to Key Cultural Competency Strategies to End Racial Disparities in Opioid Treatment Outcomes Across the NationR01MD014639 · NIMHD · TEXAS A&M UNIVERSITY · PI HOWARD, DANIEL L · 2021 to 2025
$2.8M
National Institute of Minority Health and Disparities grant 5 R01 MD014639-01A1NIMHD NIH HHS R01 MD014639
6 · The paper itself

Abstract

backgroundOrganizational responses to crises can profoundly impact the operations and functioning of programs. Specifically, the COVID-19 pandemic led to an 18% increase in drug overdoses and necessitating significant protocol adjustments. We examined opioid treatment programs (OTPs) responses to the pandemic, and associations with clients' perceptions of COVID-19 concerns and perceptions of effect and overall impact.

methodsData from 2023 encompassing 92 OTPs and 435 client surveys were analyzed using multilevel regression models. Dependent variables measured clients COVID-19 exposure concerns, and perception of the pandemic's broader impact. Independent variables included types of response, staff composition, funding, and accreditation.

resultsClients in programs with higher proportions of African Americans, 1.02 (95% Confidence Interval CI = 1.00-1.03) or Latino staff, 1.03 (CI = 1.01-1.04) expressed significantly greater concern about COVID-19 exposure. Conversely, clients in publicly funded programs reported significantly lower concern about exposure, 0.37 (CI = 0.15-0.90). On the other hand, programs with more administrative responsiveness, 1.44 (CI = 0.07-2.80), or accreditation by the Commission on Accreditation of Rehabilitation Facilities, 1.90 (CI = 0.13-3.67), were associated with significantly higher perceived overall impact of the pandemic, respectively.

conclusionThis study highlights the intricate connection between program characteristics and organizational responses during public health crises. Our findings underscore the importance of culturally sensitive approaches and effective communication to address client COVID-19 concerns and perceptions, particularly within disproportionately affected minority communities. These insights emphasize the necessity for OTPs to adapt to meet the evolving needs of clients, ensuring that they receive the support and care required during uncertainties.

Indexed as

COVID-19Opioid-Related DisordersSubstance Abuse Treatment CentersAdultFemaleHumansMaleMiddle AgedPandemicsSurveys and QuestionnairesUnited StatesClient PerceptionsCOVID-19 PandemicOpioid Treatment Programs (OTPs)Program CharacteristicsRacial/Ethnic DisparitiesSubstance Use Disorder (SUD)

Identifiers

PMID41387821
PMCPMC12817755

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.