1
|
Goddard-Eckrich D, Grealis K, El-Bassel N, Lounsbury DW, Dsouza N, Bhuiyan J, Cervantes M, Angerame A, Feaster DJ, Kim E, Huang TTK, Sabounchi NS, Gilbert L, Levin FR, Edwards K, Gatanaga OS, McCrimmon T, David JL, Hunt T, Nunes EV, Wu E, Gutnick D, Rodriguez S, Gruss DE, Rodgers E, Campbell ANC, Xu J, Balise R. 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. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2025; 169:209566. [PMID: 39527983 PMCID: PMC11769743 DOI: 10.1016/j.josat.2024.209566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 10/02/2024] [Accepted: 10/29/2024] [Indexed: 11/16/2024]
Abstract
INTRODUCTION Little 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. METHODS The 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. RESULTS Eighty-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). CONCLUSIONS Findings 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.
Collapse
Affiliation(s)
- Dawn Goddard-Eckrich
- Social Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA.
| | - Kyle Grealis
- Department of Public Health Sciences, University of Miami Miller School of Medicine, 1600 NW 10(th) Ave #1140, Miami, FL 33136, USA
| | - Nabila El-Bassel
- Social Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA
| | - David W Lounsbury
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, 1300 Morris Park Ave, Bronx, NY 10461, USA
| | - Nishita Dsouza
- Social Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA
| | - Jennifer Bhuiyan
- St. John's University College of Pharmacy and Health Sciences, 8000 Utopia Pkwy, Queens, NY 11439, USA
| | - Melissa Cervantes
- Social Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA
| | - Angelo Angerame
- Hudson Regional Long-Term Care Pharmacy, 280 Route 211 East, Suite 112, Middletown, NY 10940, USA
| | - Daniel J Feaster
- Department of Public Health Sciences, University of Miami Miller School of Medicine, 1600 NW 10(th) Ave #1140, Miami, FL 33136, USA
| | - Erin Kim
- Social Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA
| | - Terry T K Huang
- Center 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 Sabounchi
- Center 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 Gilbert
- Social Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA
| | - Frances R Levin
- Department 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 Edwards
- Social Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA
| | - Ohshue S Gatanaga
- Department of Health Systems and Population Health, University of Washington School of Public Health, 3980 15th Avenue, Fourth Floor, Seattle, WA 98195, USA
| | - Tara McCrimmon
- Department of Sociomedical Sciences, Columbia University Mailman School of Public Health, 722 W 168(th) St, New York, NY 10032, USA
| | - James L David
- Social Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA
| | - Timothy Hunt
- Social Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA
| | - Edward V Nunes
- Department of Psychiatry, Columbia University Irving Medical Center, 1051 Riverside Drive, New York, NY 10032, USA
| | - Elwin Wu
- Social Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA
| | - Damara Gutnick
- Department 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 Rodriguez
- Social Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA
| | - Dawn E Gruss
- Social Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA
| | - Emma Rodgers
- Social Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA
| | - Aimee N C Campbell
- Department 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 Xu
- Social Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, 8th Floor, New York, NY 10027, USA
| | - Raymond Balise
- Department of Public Health Sciences, University of Miami Miller School of Medicine, 1600 NW 10(th) Ave #1140, Miami, FL 33136, USA
| |
Collapse
|
2
|
Aluthge N, Adams S, Davila CA, Gocchi Carrasco NR, Chiou KS, Abadie R, Bennett SJ, Dombrowski K, Major AM, Valentín-Acevedo A, West JT, Wood C, Fernando SC. Gut microbiota profiling in injection drug users with and without HIV-1 infection in Puerto Rico. Front Microbiol 2024; 15:1470037. [PMID: 39697649 PMCID: PMC11652967 DOI: 10.3389/fmicb.2024.1470037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Accepted: 10/23/2024] [Indexed: 12/20/2024] Open
Abstract
Introduction The full extent of interactions between human immunodeficiency virus (HIV) infection, injection drug use, and the human microbiome is unclear. In this study, we examined the microbiomes of HIV-positive and HIV-negative individuals, both drug-injecting and non-injecting, to identify bacterial community changes in response to HIV and drug use. We utilized a well-established cohort of people who inject drugs in Puerto Rico, a region with historically high levels of injection drug use and an HIV incidence rate disproportionately associated with drug use. Methods Using amplicon-based 16S rDNA sequencing, we identified amplicon sequence variants (ASVs) that demonstrated significant variations in the composition of microbial communities based on HIV status and drug use. Results and discussion Our findings indicate that the HIV-positive group exhibited a higher abundance of ASVs belonging to the genera Prevotella, Alloprevotella, Sutterella, Megasphaera, Fusobacterium, and Mitsuokella. However, Bifidobacteria and Lactobacillus ASVs were more abundant in injectors than in non-injectors. We examined the effect of drug use on the gut microbiome in both HIV-infected and non-infected patients, and found that multiple drug use significantly affected the microbial community composition. Analysis of differential of bacterial taxa revealed an enrichment of Bifidobacterium spp., Faecalibacterium spp., and Lactobacillus spp. in the multiple drug-injecting group. However, in the non-injecting group, Parabacteroides spp., Prevotella spp., Paraprevotella spp., Sutterella spp., and Lachnoclostridium spp. The presence of multiple drug-injecting groups was observed to be more prevalent. Our findings provide detailed insight into ASV-level changes in the microbiome in response to HIV and drug use, suggesting that the effect of HIV status and drug injection may have different effects on microbiome composition and in modulating gut bacterial populations.
Collapse
Affiliation(s)
- Nirosh Aluthge
- Department of Animal Science, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Seidu Adams
- Department of Animal Science, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Carmen A. Davila
- Department of Animal Science, University of Nebraska-Lincoln, Lincoln, NE, United States
| | | | - Kathy S. Chiou
- Department of Psychology, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Roberto Abadie
- Department of Kinesiology, University of Wisconsin-Madison, Madison, WI, United States
| | - Sydney J. Bennett
- Department of Biological Science, University of Nebraska-Lincoln, Lincoln, NE, United States
| | | | - Angel M. Major
- Department of Microbiology and Immunology, Universidad Central del Caribe, Bayamon, Puerto Rico
| | - Aníbal Valentín-Acevedo
- Department of Microbiology and Immunology, Universidad Central del Caribe, Bayamon, Puerto Rico
| | - John T. West
- Department of Interdisciplinary Oncology, Louisiana State University Health Sciences Center, Louisiana Cancer Research Center, New Orleans, LA, United States
| | - Charles Wood
- Department of Interdisciplinary Oncology, Louisiana State University Health Sciences Center, Louisiana Cancer Research Center, New Orleans, LA, United States
| | - Samodha C. Fernando
- Department of Animal Science, University of Nebraska-Lincoln, Lincoln, NE, United States
| |
Collapse
|
3
|
Miller EA, DeVeaugh-Geiss AM, Chilcoat HD. Opioid use disorder (OUD) and treatment for opioid problems among OUD symptom subtypes in individuals misusing opioids. DRUG AND ALCOHOL DEPENDENCE REPORTS 2024; 10:100220. [PMID: 38414666 PMCID: PMC10897812 DOI: 10.1016/j.dadr.2024.100220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 02/01/2024] [Accepted: 02/09/2024] [Indexed: 02/29/2024]
Abstract
Background In 2021, approximately 60 million individuals worldwide and 9 million individuals in the United States (US) reported opioid misuse. In the US, 2.5 million have OUD, of which only about a third receive any substance abuse treatment. OUD is often regarded as a monolithic disorder but different opioid problem subtypes may exist beyond DSM-IV/5 criteria. Understanding the characteristics of these subtypes could be useful for informing treatment and intervention strategies. Methods Latent class analysis was used to identify OUD symptom subtypes among persons in the US who reported misusing prescription opioids or heroin in the 2015-2018 National Survey on Drug Use and Health (n=10,928). Regression analyses were utilized to determine associations between class membership and treatment receipt, as well as demographic characteristics and other comorbid conditions. Results Five classes were identified with unique OUD symptom patterns: Class 1: Asymptomatic (71.6%), Class 2: Tolerance/Time (14.5%), Class 3: Loss of Control/Pharmacological (LOC/Pharmacol) (5.7%), Class 4: Social Impairment (2.6%), and Class 5: Pervasive (5.6%). Nearly all persons in the LOC/Pharmacol, Social Impairment, and Pervasive classes met criteria for OUD (98-100%); however, they differed in receipt of past-year treatment for substance use (28%, 28%, 49%, respectively). Age, race, education, insurance status, and criminal activity were also associated with treatment receipt. Conclusions There were considerable differences in OUD symptom patterns and substance use treatment among individuals who misused opioids. The findings indicate a substantial unmet need for OUD treatment and point to patterns of heterogeneity within OUD that can inform development of treatment programs.
Collapse
Affiliation(s)
- Emily A. Miller
- Virginia Commonwealth University School of Pharmacy, 410 N 12th St, Richmond, VA 23298, USA
| | | | - Howard D. Chilcoat
- Indivior, Inc., 10710 Midlothian Turnpike, Suite 125, North Chesterfield, VA 23235, USA
- Johns Hopkins Bloomberg School of Public Health, 624 North Broadway, Baltimore, MD 21205, USA
| |
Collapse
|
4
|
Aldosari M, Alnashri Y, Jaiswal J, Chandel T, Kay ES. Opioid misuse among people with HIV: results from the National Survey on Drug Use and Health (NSDUH) 2015-2019. Pain Manag 2024; 14:65-74. [PMID: 38293795 PMCID: PMC11828019 DOI: 10.2217/pmt-2023-0079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 01/05/2024] [Indexed: 02/01/2024] Open
Abstract
Aim: Pain is a major challenge in the management of HIV/AIDS. This research analyzed the prevalence of substance use and opioid misuse among people with HIV (PWH) and those without (PWoH) in the USA. Methods: Using data from the 2015-2019 National Survey on Drug Use and Health, the study assessed misuse of pain relievers and opioids in 279,025 individuals. Results: PWH were about 1.88-times more likely to misuse pain relievers and 1.85-times to misuse opioids than PWoH, with a notable rise in hydrocodone and tramadol misuse. Conclusion: The data highlights an imperative for interventions targeting substance misuse among PWH, addressing the complex nexus of HIV, chronic pain and opioid use.
Collapse
Affiliation(s)
- Muath Aldosari
- Department of Periodontics & Community Dentistry, College of Dentistry, King Saud University, Riyadh, 12372, Saudi Arabia
- Department of Oral Health Policy & Epidemiology, Harvard School of Dental Medicine, Boston, MA02215, USA
| | - Yahya Alnashri
- Department of Family & Community Medicine, College of Medicine, Prince Sattam bin Abdulaziz University, Al-Kharj11942, Saudi Arabia
- Department Health Policy & Organization, School of Public Health, University of Alabama at Birmingham, Birmingham, AL35233, USA
| | - Jessica Jaiswal
- Department of Family & Community Medicine, Heersink School of Medicine, University of Alabama at BirminghamBirmingham, AL35205, USA
- Interdisciplinary Center for Research on AIDS, Yale University, New Haven, CT06510-2483, USA
| | - Tejasvita Chandel
- Department of Restorative Dentistry & Biomaterial Sciences Harvard School of Dental Medicine, Boston, MA02215, USA
| | - Emma Sophia Kay
- Magic City Research Institute, Birmingham AIDS Outreach, Birmingham, AL35233, USA
| |
Collapse
|
5
|
Shaikh A, Khrais A, Le A, Kaye AJ, Ahlawat S. Pre-existing Opioid Use Worsens Outcomes in Patients With Diverticulitis. Cureus 2023; 15:e34624. [PMID: 36891029 PMCID: PMC9987253 DOI: 10.7759/cureus.34624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/04/2023] [Indexed: 02/06/2023] Open
Abstract
Background and objective Diverticulitis occurs in 10-25% of patients with diverticulosis. Although opioids can decrease bowel motility, there is scarce data on the effect of chronic opioid use on the outcomes of diverticulitis. In this study, we aimed to explore the outcomes of diverticulitis in patients with pre-existing opioid use. Methods Data between 2008 and 2014 from the National Inpatient Sample (NIS) database was extracted using the International Classification of Diseases, 9th Revision (ICD-9) codes. Univariate and multivariate analyses were used to generate odds ratios (OR). Elixhauser Comorbidity Index (ECI) scores predicting mortality and readmission were calculated based on weighted scores from 29 different comorbidities. Scores were compared between the two groups using univariate analysis. Inclusion criteria included patients with a primary diagnosis of diverticulitis. Exclusion criteria included patients less than 18 years of age, and a diagnosis of opioid use disorder in remission. Studied outcomes included inpatient mortality, complications (including perforation, bleeding, sepsis event, ileus, abscess, obstruction, and fistula), length of hospital stay, and total costs. Results A total of 151,708 patients with diverticulitis and no active opioid use and 2,980 patients with diverticulitis and active opioid use were hospitalized in the United States from 2008 to 2014. Opioid users had a higher OR for bleeding, sepsis, obstruction, and fistula formation. Opioid users had a lower risk of developing abscesses. They had longer lengths of stay, higher total hospital charges, and higher Elixhauser readmission scores. Conclusion Hospitalized diverticulitis patients with comorbid opioid use are at an elevated risk of in-hospital mortality and sepsis. This could be attributed to complications from injection drug use predisposing opioid users to these risk factors. Outpatient providers caring for patients with diverticulosis should consider screening their patients for opioid use and try offering them medication-assisted treatment to reduce their risk of poor outcomes.
Collapse
Affiliation(s)
- Amjad Shaikh
- Department of Medicine, Rutgers University New Jersey Medical School, Newark, USA
| | - Ayham Khrais
- Department of Medicine, Rutgers University New Jersey Medical School, Newark, USA
| | - Alexander Le
- Department of Medicine, Rutgers University New Jersey Medical School, Newark, USA
| | - Alexander J Kaye
- Department of Medicine, Rutgers University New Jersey Medical School, Newark, USA
| | - Sushil Ahlawat
- Department of Gastroenterology and Hepatology, Rutgers University New Jersey Medical School, Newark, USA
| |
Collapse
|