Evidence map›Paper›PMID 39527983›Full record

ArticleJournal of substance use and addiction treatment2025

Development of a brief stigma and perceptions questionnaire for pharmacists: An exploratory factor analysis approach in New York state counties enrolled in the healing communities study.

Dawn Goddard-Eckrich, Kyle Grealis, Nabila El-Bassel, David W Lounsbury, Nishita Dsouza, Jennifer Bhuiyan, Melissa Cervantes, Angelo Angerame, Daniel J Feaster, Erin Kim and 18 more

Abstract read
In one paragraph

Article in Journal of substance use and addiction treatment, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

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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

28 authors.

Dawn Goddard-EckrichSocial Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA. Electronic address: dg2121@columbia.edu.
Kyle GrealisDepartment of Public Health Sciences, University of Miami Miller School of Medicine, 1600 NW 10(th) Ave #1140, Miami, FL 33136, USA.
Nabila El-BasselSocial Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA.
David W LounsburyDepartment of Epidemiology and Population Health, Albert Einstein College of Medicine, 1300 Morris Park Ave, Bronx, NY 10461, USA.
Nishita DsouzaSocial Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA.
Jennifer BhuiyanSt. John's University College of Pharmacy and Health Sciences, 8000 Utopia Pkwy, Queens, NY 11439, USA.
Melissa CervantesSocial Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA.
Angelo AngerameHudson Regional Long-Term Care Pharmacy, 280 Route 211 East, Suite 112, Middletown, NY 10940, USA.
Daniel J FeasterDepartment of Public Health Sciences, University of Miami Miller School of Medicine, 1600 NW 10(th) Ave #1140, Miami, FL 33136, USA.
Erin KimSocial Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA.
Terry T K HuangCenter for Systems and Community Design and NYU-CUNY Prevention Research Center, Graduate School of Public Health and Health Policy, City University of New York, 55 W 125(th) St, New York, NY 10027, USA.
Nasim S SabounchiCenter for Systems and Community Design and NYU-CUNY Prevention Research Center, Graduate School of Public Health and Health Policy, City University of New York, 55 W 125(th) St, New York, NY 10027, USA.
Louisa GilbertSocial Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA.
Frances R LevinDepartment of Psychiatry, Columbia University Irving Medical Center, 1051 Riverside Drive, New York, NY 10032, USA; New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, USA.
Kevonyah EdwardsSocial Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA.
Ohshue S GatanagaDepartment of Health Systems and Population Health, University of Washington School of Public Health, 3980 15th Avenue, Fourth Floor, Seattle, WA 98195, USA.
Tara McCrimmonDepartment of Sociomedical Sciences, Columbia University Mailman School of Public Health, 722 W 168(th) St, New York, NY 10032, USA.
James L DavidSocial Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA.
Timothy HuntSocial Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA.
Edward V NunesDepartment of Psychiatry, Columbia University Irving Medical Center, 1051 Riverside Drive, New York, NY 10032, USA.
Elwin WuSocial Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA.
Damara GutnickDepartment of Epidemiology and Population Health, Albert Einstein College of Medicine, 1300 Morris Park Ave, Bronx, NY 10461, USA; Montefiore Medical Center, Albert Einstein College of Medicine, Office of Community and Population Health, 3 Executive Blvd, Yonkers, NY 10701, USA.
Sandra RodriguezSocial Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA.
Dawn E GrussSocial Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA.
Emma RodgersSocial Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA.
Aimee N C CampbellDepartment of Psychiatry, Columbia University Irving Medical Center, 1051 Riverside Drive, New York, NY 10032, USA; New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, USA.
Jiaxin XuSocial Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA.
Raymond BaliseDepartment of Public Health Sciences, University of Miami Miller School of Medicine, 1600 NW 10(th) Ave #1140, Miami, FL 33136, USA.

Funding

CHASE: An Innovative County-Level Public Health Response to the Opioid Epidemic in New York StateUM1DA049415 · NIDA · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI EL-BASSEL, NABILA, GILBERT, LOUISA · 2019 to 2023
$77.3M
Training Program on HIV and Substance Use in the Criminal Justice SystemT32DA037801 · NIDA · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI Nabila El-Bassel, Lisa R Metsch · 2014 to 2026
$5.7M
Training in Equity and Structural Solutions in Addictions (TESSA)T32DA057920 · NIDA · UNIVERSITY OF WASHINGTON · PI GEETANJALI CHANDER, Judith Tsui · 2023 to 2026
$1.3M
NIDA NIH HHS T32 DA037801NIDA NIH HHS T32 DA057920NIDA NIH HHS UM1 DA049415
6 · The paper itself

Abstract

introductionLittle is known about how pharmacists' attitudes and stigma toward naloxone and Medication for opioid use disorder (MOUD) influence effective linkage to treatment. We examine the psychometrics of a new Pharmacist Opioid Use Disorder Perceptions Questionnaire (P-OUDP-Q), a multidimensional measure to examine pharmacists' stigma and perceptions related to MOUD in the New York State (NYS) site of the HEALing Communities Study.

methodsThe study recruited a sample of 324 pharmacists from 16 counties in NYS between January and June 2022. A 74-item questionnaire assessed pharmacists' familiarity with opioid-related medications, protocols, policies and attitudes regarding their role, confidence, and beliefs centered around delivery of MOUD and naloxone in the community. Exploratory factor analysis assessed individual and community-level factors associated with four underlying constructs. Factor scores were compared across the demographic predictors. Variables factor loadings <0.4 were eliminated from the factor analysis and the process was reiterated.

resultsEighty-six percent (n = 280) of the pharmacists were white. A little over half, 57 % (n = 186), were female, 35 % (n = 113) were 30-35 years old. The mean number of years practicing (SD) was 18 (SD: 13). Exploratory factor analysis identified four underlying constructs: (1) practice confidence, (2) practice familiarity, (3) practice attitudes, and (4) methadone attitudes. Statistically significant (p < .05) mean factor scale score differences by race were observed for practice familiarity (white reporting higher than non-white); by pharmacy size for practice familiarity (across all groups; non-significant Tukey post-hoc) and practice attitudes (hospital/clinic greater than big chain pharmacies); by gender (males greater than females) for practice familiarity and methadone attitudes; by poverty quartile for practice attitudes (lowest less than highest quartile); and urban versus rural pharmacist county setting for practice familiarity (rural greater than urban).

conclusionsFindings show the P-OUDP-Q is a concise measure of pharmacists' perceptions of their role in dispensing MOUD and naloxone, including distinct "stigma" dimensions, which is valuable for use with pharmacists in communities highly impacted by the opioid epidemic. The development and validation of a reliable measure to assess pharmacists' perceptions of stigma and barriers represents a valuable contribution to the field, to inform the design/implementation of targeted interventions and support systems.

Indexed as

Attitude of Health PersonnelHealth Knowledge, Attitudes, PracticeOpioid-Related DisordersPharmacistsSocial StigmaAdultFactor Analysis, StatisticalFemaleHumansMaleMiddle AgedNaloxoneNarcotic AntagonistsNew YorkPsychometricsSurveys and QuestionnairesNaloxoneNarcotic AntagonistsFactor analysisHarm reductionNaloxone/NarcanOverdosePharmacy

Identifiers

PMID39527983
PMCPMC11769743

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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.