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Tillson M, Annett J, Staton M, Schneider JA, Oser CB. Social support networks of incarcerated women with opioid use disorder: Differences associated with jail-based substance use treatment. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 165:209457. [PMID: 39067766 PMCID: PMC11347120 DOI: 10.1016/j.josat.2024.209457] [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: 02/07/2024] [Revised: 05/15/2024] [Accepted: 07/11/2024] [Indexed: 07/30/2024]
Abstract
INTRODUCTION Social support is a critical factor for women's engagement with substance use treatment and recovery, particularly for women with criminal-legal system involvement. However, less is known about the social support networks of incarcerated women, particularly as a function of service engagement. Thus, this paper aims to describe the structure, composition, and function of social support networks of women with opioid use disorder (OUD) incarcerated in jails; and compare network differences between women receiving jail-based substance use treatment and non-treatment participants. METHODS As part of a larger clinical trial under the NIDA-funded Justice Community Opioid Innovation Network (JCOIN), staff conducted an egocentric social network inventory with women who were randomly selected from eight jails in Kentucky, screened for OUD, and consented (N = 445). Women were asked to name people (alters) who provided them with support in the past 90 days and respond to questions about alters who were named. Bivariate comparisons examined differences in social networks among women who were currently receiving jail-based treatment (29.9 %, n = 133) and those who were incarcerated, but not receiving treatment (70.1 %, n = 312). RESULTS On average, women's social support networks consisted of 2.4 alters (range 1-9). Compared to women with OUD who were not receiving treatment, those in treatment were significantly more likely to name at least one alter who was in recovery (57.9 % vs. 43.9 %, p = .007) and less likely to name a partner (21.8 % vs. 37.8 %, p = .001) or someone who had recently used opioids (9.8 % vs. 24.7 %, p < .001). On average, women in treatment also felt significantly closer to their alters (4.70 vs. 4.55 out of 5, p = .021) and rated alters as fulfilling more types of social support functions (5.54 vs. 5.18 out of 6, p < .001) and recovery support functions (2.83 vs. 2.70 out of 3, p = .016). CONCLUSION Results suggest that women participating in jail-based substance use treatment reported more positive social support network attributes, including network function and composition. Future research should assess longitudinal changes in networks and associated differences in recovery outcomes as women are released to the community.
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Affiliation(s)
- Martha Tillson
- University of Kentucky Center on Drug and Alcohol Research, Lexington, KY, USA.
| | - Jaxin Annett
- University of Kentucky Center on Drug and Alcohol Research, Lexington, KY, USA
| | - Michele Staton
- University of Kentucky Center on Drug and Alcohol Research, Lexington, KY, USA; University of Kentucky College of Medicine, Department of Behavioral Science, Lexington, KY, USA
| | - John A Schneider
- University of Chicago, Departments of Medicine and Public Health Sciences, Chicago, IL, USA
| | - Carrie B Oser
- University of Kentucky Center on Drug and Alcohol Research, Lexington, KY, USA; University of Kentucky College of Arts and Sciences, Department of Sociology, Lexington, KY, USA; University of Kentucky Center for Health Equity Transformation, Lexington, KY, USA
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Brown S, Welc B. The Impact of Social Support and Social Network Characteristics on Trauma Symptoms Among Violence-Exposed Women with Substance Use Disorders. Subst Use Misuse 2024; 60:54-63. [PMID: 39267272 DOI: 10.1080/10826084.2024.2403128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/17/2024]
Abstract
Background: Women with substance use disorder (SUD) experience higher rates of violence exposure, post-traumatic stress disorder (PTSD), and post-traumatic stress symptoms (PTSS) than their non-substance-using peers. Exposure to violence in women with SUD is associated with PTSS symptom severity and leads to lower rates of treatment adherence, poorer treatment outcomes, and a higher risk for relapse. Little is known about the buffers to PTSS among violence-exposed women with SUD. Methods: A sample of 375 women with SUD were recruited from three inner-city intensive treatment centers, in a midwestern city. Using ordinary least squares regression models, we sought to identify the direct effects of violence, general social support, recovery-specific social support, and social network composition on PTSS. Moderation was also examined using the Bootstrapping function in PROCESS macro for SPSS. Results: General social support, recovery social support, and greater duration of network relationships were associated with lower trauma symptom scores. General social network composition variables were directly associated with lower trauma symptom severity. Recovery-specific social network variables moderated the association between violence exposure and PTSS for Black participants only. Conclusions: These data suggest that providers should target the quality of the client's interpersonal relationships to reduce PTSS among violence-exposed women with SUD. Maintaining social network relationships should be the focus of treatment interventions for women with SUD who have experienced violence.
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Affiliation(s)
- Suzanne Brown
- Wayne State University School of Social Work, Detroit, MI, USA
| | - Bethany Welc
- Wayne State University School of Social Work, Detroit, MI, USA
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Irani E, Macleod C, Slat S, Kehne A, Madden E, Jaffe K, Bohnert A, Lagisetty P. The effect of a pilot brief educational intervention on preferences regarding treatments for opioid use disorder. DRUG AND ALCOHOL DEPENDENCE REPORTS 2024; 11:100235. [PMID: 38737490 PMCID: PMC11087910 DOI: 10.1016/j.dadr.2024.100235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 04/19/2024] [Accepted: 04/22/2024] [Indexed: 05/14/2024]
Abstract
Purpose Negative perceptions around medications for opioid use disorder (MOUD) amongst the public could deter patients with opioid use disorder (OUD) from engaging with MOUD. Thus, we evaluated whether a brief intervention could improve preferences for MOUD in people who may or may not use opioids. Methods We employed a pre-post design to assess the effect of a brief educational intervention on preferences for methadone, buprenorphine, naltrexone, and non-medication treatment in an online sample of US adults stratified by race, who may or may not use opioids. Respondents ranked their preferences in OUD treatment before and after watching four one-minute educational videos about treatment options. Changes in treatment preferences were analyzed using Bhapkar's test and post hoc McNemar's tests. A binary logistic generalized estimating equation (GEE) assessed factors associated with preference between treatments. Results The sample had 530 responses. 194 identified as White, 173 Black, 163 Latinx. Treatment preferences changed significantly towards MOUD (p<.001). This effect was driven by changes toward buprenorphine (OR=2.38; p<.001) and away from non-medication treatment (OR=0.20; p<.001). There was no significant difference in effect by race/ethnicity. People with lower opioid familiarity were significantly more likely to change their preferences towards MOUD following the intervention. Conclusion Respondent preferences for MOUD increased following the intervention suggesting that brief educational interventions can change treatment preferences towards MOUD. These findings offer insights into perceptions of OUD treatment in a racially stratified sample and serve as a foundation for future educational materials that target MOUD preferences in the general public.
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Affiliation(s)
- Emaun Irani
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Colin Macleod
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
- VA Center for Clinical Management Research (CCMR), VA Ann Arbor Healthcare System, Ann Arbor, MI, USA
| | - Stephanie Slat
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Adrianne Kehne
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Erin Madden
- Department of Family Medicine and Public Health Sciences, Wayne State University, 3939 Woodward Ave, Detroit, MI 48201, USA
| | - Kaitlyn Jaffe
- Center for Bioethics and Social Sciences in Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Amy Bohnert
- Department of Anesthesiology, University of Michigan, Ann Arbor, MI, USA
- VA Center for Clinical Management Research (CCMR), VA Ann Arbor Healthcare System, Ann Arbor, MI, USA
| | - Pooja Lagisetty
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
- VA Center for Clinical Management Research (CCMR), VA Ann Arbor Healthcare System, Ann Arbor, MI, USA
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Zelenev A, Michael L, Li J, Altice FL. Social networks, secondary syringe exchange, and opioid agonist therapy retention among people who inject drugs in Hartford, CT. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2024; 123:104250. [PMID: 38088004 DOI: 10.1016/j.drugpo.2023.104250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 10/05/2023] [Accepted: 10/26/2023] [Indexed: 01/17/2024]
Abstract
BACKGROUND Opioid agonist therapies (OAT) and harm reduction such as syringe service programs (SSP) have been shown to be effective in preventing adverse outcomes such as overdose deaths, HIV and Hepatitis C infections among people who inject drugs (PWID). The importance of social network influence on disease transmission is well established, yet the interplay between harm reduction and network structures is, generally, not well understood. This study aims to analyze how social networks can mediate the harm reduction effects associated with secondary exchange through syringe service programs (SSP) and opioid agonist therapies (OAT) among injection network members. METHODS Sociometric data on networks on people who inject drugs from Hartford, CT, which were collected in 2012-2013, provided assessment of risk behaviors among 1574 injection network members, including participation in OAT and SSP. Subject's network characteristics were examined in relation to retention in OAT, as well as secondary syringe exchange using exponential random graph model (ERGM) and regression. RESULTS Based on the analysis, we found that probability of individuals being retained in OAT was positively associated with the OAT retention status of their peers within the network. Using simulations, we found that higher levels of positive correlation of OAT retention among network members can result in reduced risk of transmission of HIV to network partners on OAT. In addition, we found that secondary syringe exchange engagement was associated with higher probability of sharing of paraphernalia and unsterile needles at the network level. CONCLUSIONS Understanding how networks mediate risk behaviors is crucial for making progress toward ending the HIV epidemic.
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Affiliation(s)
- Alexei Zelenev
- Department of Internal Medicine, Section of Infectious Diseases, AIDS Program, Yale School of Medicine. 135 College St., Suite 323, New Haven, CT 06510, USA.
| | - Laura Michael
- Department of Internal Medicine, Section of Infectious Diseases, AIDS Program, Yale School of Medicine. 135 College St., Suite 323, New Haven, CT 06510, USA
| | - Jianghong Li
- Institute for Community Research, Hartford, CT, 06106, USA
| | - Frederick L Altice
- Department of Internal Medicine, Section of Infectious Diseases, AIDS Program, Yale School of Medicine. 135 College St., Suite 323, New Haven, CT 06510, USA; Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, 06510, USA; Centre of Excellence for Research in AIDS (CERiA), Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
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Kane JC, Mauro PM, Hahn JA, Chander G, Tobin KE, Martins SS, Paniagua-Avila A, Latkin CA. HIV stigma and disclosure of alcohol use to physicians: examining the mediating role of depression among persons living with HIV. AIDS Care 2023; 35:1661-1666. [PMID: 37314960 PMCID: PMC10791146 DOI: 10.1080/09540121.2023.2214864] [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: 06/27/2022] [Accepted: 05/11/2023] [Indexed: 06/16/2023]
Abstract
Alcohol use among persons living with HIV (PWH) can lead to poor disease outcomes. Disclosure of alcohol consumption to physicians is critical to inform HIV care. HIV stigma is associated with poor care engagement, and this relationship is partially mediated by depression. However, less is known about how HIV stigma and depression affect reporting of alcohol use to care providers. We used baseline data from an HIV intervention trial of 330 adult PWH in Baltimore, MD. We fit a path model to examine whether HIV stigma was associated with increased depression symptoms and whether higher levels of depression were, in turn, associated with underreporting of alcohol use to physicians. Among PWH reporting past 6-month alcohol use (n = 182, 55%), 64% met symptom criteria for probable depression, 58% met criteria for hazardous drinking, and 10% reported not disclosing alcohol use to their physician. HIV stigma was associated with higher levels of depression (β = 0.99, p < .0001); depression was associated with a lower likelihood of alcohol disclosure (β = -0.04, p < .0001); and depression mediated the indirect pathway from stigma to alcohol disclosure (β = -0.04, p < .01). Methods to augment or strengthen alcohol self-report may be useful in HIV care, particularly among PWH experiencing HIV stigma and depression.
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Affiliation(s)
- Jeremy C. Kane
- Department of Epidemiology, Columbia University Mailman School of Public Health
| | - Pia M. Mauro
- Department of Epidemiology, Columbia University Mailman School of Public Health
| | - Judith A. Hahn
- Department of Medicine, University of California San Francisco
| | | | - Karin E. Tobin
- Department of Health, Behavior, and Society, Johns Hopkins Bloomberg School of Public Health
| | - Silvia S. Martins
- Department of Epidemiology, Columbia University Mailman School of Public Health
| | | | - Carl A. Latkin
- Department of Health, Behavior, and Society, Johns Hopkins Bloomberg School of Public Health
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Kidorf M, Peirce J, Brooner RK, Yan H, Latkin C. Feasibility and preliminary efficacy of a community support intervention for people with opioid use disorder. Am J Addict 2023; 32:554-562. [PMID: 37553840 PMCID: PMC10840604 DOI: 10.1111/ajad.13457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 06/09/2023] [Accepted: 07/25/2023] [Indexed: 08/10/2023] Open
Abstract
BACKGROUND AND OBJECTIVES People receiving agonist treatment for opioid use disorder often have family or friends who do not use illicit substances and could be mobilized to support recovery efforts. The present study evaluates the feasibility and preliminary efficacy of a community support intervention (CSI) designed to increase drug-free social support and expand drug-free network support. METHODS Participants receiving methadone treatment and using illicit drugs (n = 33) were randomly assigned to a weekly CSI or education group for 12 weeks. CSI participants attended the group with a drug-free family member or friend, and were scheduled to engage together in two community activities per week designed to meet drug-free people. Education participants attended a weekly education group and were given two weekly written homework sessions. RESULTS CSI groups were well attended. CSI participation was associated with reduced conflict with the family member or friend, and with increased engagement in self-help groups. No condition differences were observed in social network variables or urinalysis results, though four CSI participants (24%) compared to 0 education participants met criteria for substantial (>75%) reductions in drug use. Many eligible patients chose not to participate. DISCUSSION AND CONCLUSIONS These findings suggest good implementation feasibility and acceptability, and low demand feasibility. Broader clinical implementation requires strategies to improve patient willingness to enlist available social support. SCIENTIFIC SIGNIFICANCE Mobilizing family and friends to provide social support for people engaged in active drug use is possible. More work is needed on how to leverage support to change existing networks.
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Affiliation(s)
- Michael Kidorf
- Johns Hopkins University School of Medicine, Department of Psychiatry and Behavioral Sciences, Address: Addiction Treatment Services - BBRC, Johns Hopkins Bayview Medical Center, 5510 Nathan Shock Drive, Suite 1500, Baltimore, MD 2122
| | - Jessica Peirce
- Johns Hopkins University School of Medicine, Department of Psychiatry and Behavioral Sciences, Address: Addiction Treatment Services - BBRC, Johns Hopkins Bayview Medical Center, 5510 Nathan Shock Drive, Suite 1500, Baltimore, MD 2122
| | | | - Haijuan Yan
- Johns Hopkins University School of Medicine, Department of Psychiatry and Behavioral Sciences, Address: Addiction Treatment Services - BBRC, Johns Hopkins Bayview Medical Center, 5510 Nathan Shock Drive, Suite 1500, Baltimore, MD 2122
| | - Carl Latkin
- Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Hampton House 737, Baltimore, MD 21205
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Social Factors Predict Treatment Engagement in Veterans with PTSD or SUD. J Behav Health Serv Res 2022; 50:286-300. [PMID: 36456866 DOI: 10.1007/s11414-022-09823-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/18/2022] [Indexed: 12/03/2022]
Abstract
Veterans with PTSD and SUDs often fail to initiate, or prematurely discontinue, mental health treatment in Veteran Affairs Medical Centers (VAMC). While much is known about clinical characteristics and demographic factors impacting treatment engagement in this population, less is known about the role of social factors. This retrospective study examines primary care-based screening assessment and specialty mental healthcare appointment data in a VAMC, to test whether social factors predict treatment initiation and appointment attendance. Findings reveal veterans were more likely to initiate treatment when (a) those with SUDs (n = 235) reported more frequent negative exchanges with others and (b) those with PTSD (n = 2107) reported more perceived support or being partnered. Those with PTSD who were partnered had higher appointment attendance rates. Findings suggest social factors are relevant to treatment initiation among veterans with PTSD and SUDs and that close others may be helpful in facilitating referrals.
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Rudolph AE, Dembo RS, Tobin K, Latkin C. Perceived HIV Treatment Norms Modify the Association Between HIV-Related Stigma and Adherence to Antiretroviral Therapy Among Persons Living with HIV in Baltimore, Maryland. AIDS Behav 2022; 26:537-548. [PMID: 34338899 PMCID: PMC8807774 DOI: 10.1007/s10461-021-03409-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/24/2021] [Indexed: 02/03/2023]
Abstract
Adherence to antiretroviral therapy (ART) is associated with reduced HIV-related morbidity/mortality and ongoing transmission; however, the extent to which this association is modified by perceived HIV treatment norms is unknown. 270 PLWH completed a survey to assess demographics, risk behaviors, stigma, ART adherence, and perceived HIV treatment norms (Baltimore, 2014-2017). We used modified Poisson regression to examine effect modification by perceived HIV treatment norms. The association between HIV-related stigma and ART adherence was modified by perceived HIV treatment norms. Among individuals who perceived that friends/family were sub-optimally adherent, HIV-related stigma was negatively associated with ART adherence (Adjusted Risk Ratio [ARR] = 0.36; 95%CI 0.15-0.87). Among those who perceived optimal adherence among friends/family, the relationship between HIV-related stigma and ART adherence was not statistically significant (ARR = 1.07; 95%CI 0.65-1.76). Interventions to improve ART adherence among those who are sub-optimally adherent could focus on increasing perceptions of ART adherence among their friends/family.
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Affiliation(s)
- Abby E Rudolph
- Department of Epidemiology and Biostatistics, Temple University College of Public Health, 1301 Cecil B Moore Avenue, Ritter Annex 905, Philadelphia, PA, 19122, USA.
| | - Robert S Dembo
- Waisman Center, University of Wisconsin-Madison, 1500 Highland Ave., Madison, WI, 53705, USA
| | - Karin Tobin
- Department of Health, Behavior, and Society, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Carl Latkin
- Department of Health, Behavior, and Society, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
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Majer JM, Jason LA, Bobak TJ. An examination of abstinence social support among recovery home residents with psychiatric comorbidity. Drug Alcohol Depend 2021; 228:108971. [PMID: 34508961 PMCID: PMC8595772 DOI: 10.1016/j.drugalcdep.2021.108971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 08/12/2021] [Accepted: 08/14/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Although social support is a resource that helps persons in their recovery from substance use disorders, it is not clear whether specific types buffer the effects of stress and optimize outcomes for those with psychiatric comorbidity. This investigation examined two types of social support in relation to lengths of stay to identify mechanisms related to retention among individuals with psychiatric comorbidity living in community-based settings. METHODS Baseline rates of social support (abstinence specific and general types) and stress were examined in relation to follow-up lengths of stay (at four-months and beyond) among individuals (N = 368) with psychiatric comorbidity (n = 90) and no psychiatric comorbidity (n = 278) living in community-based settings (Oxford Houses) in the U.S. The psychiatric severity index of the Addiction Severity Index was used as a proxy measure of psychiatric comorbidity. Moderated mediation analyses were conducted to test the potential mediating effects of abstinence social support and general social support on the relationship between stress and lengths of stay, and whether these were influenced by psychiatric comorbidity. RESULTS A full mediating effect was observed for abstinence social support for residents with psychiatric comorbidity, whereas a partial mediating effect for general social support was observed for all residents. CONCLUSIONS Findings demonstrate qualities of social support have differential effects, substantiating the notion that specific components of social support optimize outcomes for those with psychiatric comorbidity living in recovery homes.
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Affiliation(s)
- John M. Majer
- Social and Behavioral Sciences Department, Harry S. Truman College, 1145 W. Wilson Ave., Chicago, IL 60640 USA
| | - Leonard A. Jason
- Center for Community Research, DePaul University, 990 W. Fullerton Ave., Suite 3100, Chicago, IL 60614 USA
| | - Ted J. Bobak
- Center for Community Research, DePaul University, 990 W. Fullerton Ave., Suite 3100, Chicago, IL 60614 USA
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Asta D, Davis A, Krishnamurti T, Klocke L, Abdullah W, Krans EE. The influence of social relationships on substance use behaviors among pregnant women with opioid use disorder. Drug Alcohol Depend 2021; 222:108665. [PMID: 33775448 PMCID: PMC8627830 DOI: 10.1016/j.drugalcdep.2021.108665] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2020] [Revised: 01/26/2021] [Accepted: 01/31/2021] [Indexed: 11/15/2022]
Abstract
OBJECTIVE To describe the social network characteristics of pregnant women with opioid use disorder (OUD) and explore how changes in social relationships during pregnancy may influence substance use behaviors. METHODS Between 2017 and 2018, we conducted an exploratory pilot study among 50 pregnant women with OUD. Participants completed a detailed social network inventory to describe the behaviors (e.g. substance-using), social support characteristics (e.g. financial, emotional, informational) and roles (e.g. family member, friend) of network members. The primary outcome was a self-reported decrease in substance use during pregnancy. Pearson correlations were used to test for associations between covariates reflecting different aspects of participants' social networks and decreased substance use during pregnancy. RESULTS Most participants (84.0 %) decreased substance use during pregnancy and stated that pregnancy motivated them to engage in treatment (94.0 %). Participants had a median of 8 (IQR: 4-18) network members with differing proportions of those who did and did not use substances. Pregnancy prompted participants to significantly increase contact with (26.4 % vs. 5.0 %), have increased support from (35.7 % vs. 7.5 %), and a have a feeling of increased closeness with (26.1 % vs. 3.3 %) network members who did not use substances. However, decreased substance use during pregnancy was most strongly (negatively) associated with the proportion of network members who used substances and provided informational support (r=-0.25, p = 0.08) and a feeling of closeness (r=-0.26, p = 0.08). CONCLUSIONS Our findings indicate that pregnancy has a profound influence on women's substance use behaviors and that changes in social relationships due to pregnancy may influence substance use.
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Affiliation(s)
- Dena Asta
- Department of Statistics, The Ohio State University, 1958 Neil Ave, Columbus, OH, 43210, USA; Translational Data Analytics Institute, The Ohio State University, 1760 Neil Ave, Columbus, OH, 43210, USA.
| | - Alex Davis
- Department of Engineering and Public Policy, Carnegie Mellon University, 5000 Forbes Ave, Baker Hall 129, Pittsburgh, PA, 15213, USA
| | - Tamar Krishnamurti
- Department of General Internal Medicine, University of Pittsburgh School of Medicine, 200 Meyran Ave. Suite 200, Pittsburgh, PA, 15213, USA
| | - Leah Klocke
- Magee-Womens Research Institute, 204 Craft Ave, Pittsburgh, PA, 15213, USA
| | - Walitta Abdullah
- Magee-Womens Research Institute, 204 Craft Ave, Pittsburgh, PA, 15213, USA
| | - Elizabeth E. Krans
- Magee-Womens Research Institute, 204 Craft Ave, Pittsburgh, PA, 15213, USA,Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine, 300 Halket Street, Pittsburgh, PA, 15213, USA
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