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Sonoda K, Chrusciel T, Bello JK, Gebauer SC, Grucza R, Scherrer JF. Breast cancer screening among individuals with a substance use disorder: a retrospective cohort study. Fam Pract 2025; 42:cmaf018. [PMID: 40219928 DOI: 10.1093/fampra/cmaf018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/14/2025] Open
Abstract
PURPOSE There is limited evidence about whether a substance use disorder (SUD) is a barrier to breast cancer screening. Because SUDs are highly prevalent in the USA, it is important to establish whether this patient population is less likely to obtain screening. METHODS This retrospective cohort study included 220 227 patients, with 209 132 having no SUD and 11 095 (5.0%) with SUD based on electronic health record data in a multi-state, Midwestern healthcare system (1 January 2018-31 December 2022). The outcome was the receipt of a mammogram in the 5-year follow-up period. Patients were women aged 40-69 years as of 1 January 2018, with ≥ 2 in-person primary care visits between 2018 and 2022. Covariates included demographics, health services utilization, and physical/psychiatric conditions. RESULTS Mean age of the sample was 54.7 (± 8.3) years old. After controlling for confounding, women without any SUDs had more than twice the odds of mammogram receipt compared to those with stimulant use disorder (odds ratio [OR] 2.06; 95% confidence interval [CI]: 1.83-2.33). Women with no SUDs had 89% higher odds of mammogram receipt compared to those with opioid use disorder (OR 1.89; 95% CI: 1.76-2.03), followed by "other" SUDs (OR 1.86; 95% CI: 1.69-2.06), sedative use (OR 1.70; 95% CI: 1.43-2.04), cannabis use (OR 1.58; 95% CI: 1.44-1.74), and alcohol use disorders (OR 1.49; 95% CI: 1.41-1.58). CONCLUSIONS Despite the high prevalence of SUDs, evidence of preventive service delivery among individuals with SUDs is still lacking. Further research is needed to investigate other healthcare disparities in preventive service delivery among individuals with SUDs.
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Affiliation(s)
- Kento Sonoda
- Department of Family and Community Medicine, Saint Louis University School of Medicine, St. Louis, MO 63110, United States
| | - Timothy Chrusciel
- The AHEAD Institute, Saint Louis University School of Medicine, St. Louis, MO 63104, United States
| | - Jennifer K Bello
- Department of Family and Community Medicine, Saint Louis University School of Medicine, St. Louis, MO 63110, United States
| | - Sarah C Gebauer
- Department of Family and Community Medicine, Saint Louis University School of Medicine, St. Louis, MO 63110, United States
- The AHEAD Institute, Saint Louis University School of Medicine, St. Louis, MO 63104, United States
| | - Richard Grucza
- Department of Family and Community Medicine, Saint Louis University School of Medicine, St. Louis, MO 63110, United States
- The AHEAD Institute, Saint Louis University School of Medicine, St. Louis, MO 63104, United States
| | - Jeffrey F Scherrer
- Department of Family and Community Medicine, Saint Louis University School of Medicine, St. Louis, MO 63110, United States
- The AHEAD Institute, Saint Louis University School of Medicine, St. Louis, MO 63104, United States
- Department of Psychiatry and Behavioral Neuroscience, Saint Louis University School of Medicine, St. Louis, MO 63104, United States
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Hans SL, Herriott AL, Finger B, Edwards RC, McNeilly CG. Parenting Among Women in Methadone Treatment: Contributions of Mental Health Problems and Violence Exposure. Child Psychiatry Hum Dev 2024; 55:929-942. [PMID: 36308598 DOI: 10.1007/s10578-022-01463-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/12/2022] [Indexed: 11/30/2022]
Abstract
The aim of the current study is to explore factors associated with quality of parenting among women in treatment for opioid use disorders. 150 Black American women with 3-5 year old children were recruited through methadone treatment programs. Parenting representations were assessed through the Working Model of the Child Interview and parenting behavior through video recordings of mother-child interaction. Interviews were used to assess mothers' history of violence exposure and to make DSM diagnoses. Mothers' mood disorder was related to distorted representations and to expressions of concerned affect (anxiety, fear, guilt). Mothers' personality disorder was related to expressions of negative affect (anger and frustration) and inversely related to sensitive parenting behavior. Mothers' experience of family violence during childhood and partner violence during adulthood were related to concerned affect in their representations. Women in treatment for substance use disorder have complex and interconnected needs, including parenting supports and trauma-informed mental health services.
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Affiliation(s)
- Sydney L Hans
- Crown Family School of Social Work, Policy, and Practice, The University of Chicago, 969 E 60th Street, Chicago, IL, 60637, USA.
| | - Anna L Herriott
- Crown Family School of Social Work, Policy, and Practice, The University of Chicago, 969 E 60th Street, Chicago, IL, 60637, USA
| | - Brent Finger
- Department of Psychology, Montana State University, Billings, MT, USA
| | - Renee C Edwards
- Crown Family School of Social Work, Policy, and Practice, The University of Chicago, 969 E 60th Street, Chicago, IL, 60637, USA
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Gao Y(A, Krans EE, Chen Q, Rothenberger SD, Zivin K, Jarlenski MP. Sex-related differences in the prevalence of substance use disorders, treatment, and overdose among parents with young children. Addict Behav Rep 2023; 17:100492. [PMID: 37214425 PMCID: PMC10195847 DOI: 10.1016/j.abrep.2023.100492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 03/31/2023] [Accepted: 04/22/2023] [Indexed: 05/24/2023] Open
Abstract
Introduction Risk factors and treatment rates for substance use disorders (SUDs) differ by sex. Females often have greater childcare and household responsibilities than males, which may inhibit SUD treatment. We examined how SUD, medication for opioid use disorder (MOUD) receipt, and overdose rates differ by sex among parents with young children (<5 years). Methods Using deidentified national administrative healthcare data from Optum's Clinformatics® Data Mart Database version 8.1 (2007-2021), we identified parents aged 26-64 continuously enrolled in commercial insurance for ≥ 30 days and linked to ≥ 1 dependent child < 5 years from January 1, 2016-February 29, 2020. We used generalized estimating equations to estimate the average predicted prevalence of SUD diagnosis, MOUD receipt after opioid use disorder (OUD) diagnosis, and overdose by parent sex in any month, adjusting for age, race/ethnicity, state of residence, enrollment month, and mental health conditions. Results From 2016 to 2020, there were 2,241,795 parents with a dependent child < 5 years, including 1,155,252 (51.5%) females and 1,086,543 (48.5%) males. Male parents had a higher average predicted prevalence of an SUD diagnosis (11.1% [11, 11.16]) than female parents (5.5% [5.48, 5.58]). Among parents with OUD, the average predicted prevalence of receiving MOUD was 27.4% [26.1, 28.63] among male and 19.7% [18.34, 21.04] among female parents, with no difference in overdose rates by sex. Conclusion Female parents are less likely to be diagnosed with an SUD or receive MOUD than male parents. Removing policies that criminalize parental SUD and addressing childcare-related barriers may improve SUD identification and treatment.
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Affiliation(s)
- Yitong (Alice) Gao
- Department of Health Policy and Management, University of Pittsburgh, Pittsburgh, PA, United States
| | - Elizabeth E. Krans
- Department of Obstetrics, Gynecology & Reproductive Sciences, Magee-Womens Research Institute, University of Pittsburgh, Pittsburgh, PA, United States
| | - Qingwen Chen
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States
| | - Scott D. Rothenberger
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Kara Zivin
- Department of Psychiatry, University of Michigan Medical School, Veterans Affairs Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, MI, United States
| | - Marian P. Jarlenski
- Department of Health Policy and Management, University of Pittsburgh, Pittsburgh, PA, United States
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White SA, McCourt A, Bandara S, Goodman DJ, Patel E, McGinty EE. Implementation of State Laws Giving Pregnant People Priority Access to Drug Treatment Programs in the Context of Coexisting Punitive Laws. Womens Health Issues 2023; 33:117-125. [PMID: 36272928 DOI: 10.1016/j.whi.2022.09.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 08/23/2022] [Accepted: 09/15/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND In response to increased prenatal drug use since the 2000s, states have adopted treatment-oriented laws giving pregnant and postpartum people priority access to public drug treatment programs as well as multiple punitive policy responses. No prior studies have systematically characterized these state statutes or examined implementation of state priority access laws in the context of co-existing punitive laws. METHODS We conducted legal mapping to examine state priority access laws and their overlap with state laws deeming prenatal drug use to be child maltreatment, mandating reporting of prenatal drug use to child protective services, or criminalizing prenatal drug use. We also conducted interviews with 51 state leaders with expertise on their states' prenatal drug use laws to understand how priority access laws were implemented. RESULTS Thirty-three states and the District of Columbia have a priority access law, and more than 80% of these jurisdictions also have one of the punitive prenatal drug use laws described. Leaders reported major barriers to implementing state priority access laws, including the lack of drug treatment programs, stigma, and conflicts with punitive prenatal drug use laws. CONCLUSIONS Our results suggest that state laws granting pregnant and postpartum people priority access to drug treatment programs are likely insufficient to significantly increase access to evidence-based drug treatment. Punitive state prenatal drug use laws may counteract priority access laws by impeding treatment seeking. Findings highlight the need to allocate additional resources to drug treatment for pregnant and postpartum people.
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Affiliation(s)
- Sarah A White
- Johns Hopkins Bloomberg School of Public Health, Department of Health Policy and Management, Baltimore, Maryland.
| | - Alexander McCourt
- Johns Hopkins Bloomberg School of Public Health, Department of Health Policy and Management, Baltimore, Maryland
| | - Sachini Bandara
- Johns Hopkins Bloomberg School of Public Health, Department of Mental Health, Baltimore, Maryland
| | - Daisy J Goodman
- Dartmouth-Hitchcock Medical Center, Department of Obstetrics and Gynecology, Lebanon, New Hampshire
| | - Esita Patel
- Johns Hopkins Bloomberg School of Public Health, Department of Health Policy and Management, Baltimore, Maryland
| | - Emma E McGinty
- Johns Hopkins Bloomberg School of Public Health, Department of Health Policy and Management, Baltimore, Maryland
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Caudillo ML, Villarreal A, Cohen PN. The Opioid Epidemic and Children's Living Arrangements in the United States, 2000-2018. THE ANNALS OF THE AMERICAN ACADEMY OF POLITICAL AND SOCIAL SCIENCE 2022; 703:162-187. [PMID: 39036709 PMCID: PMC11259247 DOI: 10.1177/00027162221142648] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/23/2024]
Abstract
Although the detrimental effects of the opioid epidemic on health and wellbeing have been well documented, we know little about how it has affected the family contexts in which children live. Using data from the 2000 Census, the 2005-2018 American Community Survey (ACS) and restricted Vital Statistics, we assess how the opioid epidemic, as measured by a rise in the opioid overdose death rate, affected the rates of children living in different family arrangements: two married parents, two cohabiting parents, single mother, single father, or another configuration. According to local fixed-effects models, a higher opioid overdose death rate is associated with fewer children living with two married parents and an increase in children living in family structures that tend to be less stable, such as those led by cohabiting parents or a single father. These changes in family arrangements have potential long-term implications for the wellbeing of future generations.
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Scheidell JD, Hoff L, Khan MR, Bennett AS, Elliott L. Parenting and childcare responsibilities, harm reduction service engagement, and opioid overdose among women and men who use illicit opioids in New York City. DRUG AND ALCOHOL DEPENDENCE REPORTS 2022; 3. [PMID: 35757568 PMCID: PMC9224239 DOI: 10.1016/j.dadr.2022.100054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Background: Little is known regarding relationships among parenting, engagement in harm reduction services, and overdose risk among people who use illicit opioids (PWUIO), and whether associations differ by gender. Methods: Using baseline data from an ongoing study among PWUIO in New York City (n = 575), we measured childcare factors (i.e., residing with children, avoidance of drug treatment for fear of child welfare, difficulty accessing harm reduction due to childcare issues), and harm reduction services and overdose-related outcomes. Among those with children, we estimated prevalence ratios (PR) using modified Poisson regression with a product-interaction term for gender differences. Results: In the total sample (n = 575), approximately 70% reported having children. Compared to men, women were more likely to reside with children (25% vs 36%; p-value = 0.04), avoid treatment for fear of child welfare (16% vs 26%; p-value = 0.04), and less likely to be trained in naloxone administration (68% vs 61%; p-value = 0.09). Among participants with children (n = 403), residing with children was associated with naloxone training among men (aPR 1.28, 95% CI: 1.01, 1.62). Avoiding treatment for fear of child welfare was associated with carrying naloxone overall (aPR 0.68, 95% CI: 0.46, 0.99), with a stronger association among women (aPR 0.48, 95% CI: 0.26, 0.92). Difficulty accessing services due to childcare was associated with lifetime overdose (aPR 1.53, 95% CI: 1.05, 2.23). Conclusion: Childcare responsibilities may be a barrier for accessing substance use services and treatment for men and women. Further qualitative and mixed-methods research is needed to understand how to make treatment and services accessible for parents.
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Affiliation(s)
- Joy D Scheidell
- Department of Population Health, New York University Grossman School of Medicine, 227 E 30th Street, Sixth Floor, New York, NY 10016, USA
- Corresponding author.
| | - Lee Hoff
- Department of Population Health, New York University Grossman School of Medicine, 227 E 30th Street, Sixth Floor, New York, NY 10016, USA
| | - Maria R Khan
- Department of Population Health, New York University Grossman School of Medicine, 227 E 30th Street, Sixth Floor, New York, NY 10016, USA
| | - Alex S Bennett
- New York University School of Global Public Health, 708 Broadway, New York, NY 10003, USA
| | - Luther Elliott
- New York University School of Global Public Health, 708 Broadway, New York, NY 10003, USA
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Bruzelius E, Levy NS, Okuda M, Suglia SF, Martins SS. Prescription Drug Monitoring and Child Maltreatment in the United States, 2004-2018. J Pediatr 2022; 241:196-202. [PMID: 34678247 PMCID: PMC11575692 DOI: 10.1016/j.jpeds.2021.10.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 09/13/2021] [Accepted: 10/15/2021] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To test whether a policy approach aimed at decreasing prescription drug misuse, specifically, state monitoring of controlled substance prescriptions-prescription drug monitoring programs (PDMPs)-were associated with changes in Child Protective Services-reported maltreatment prevalence. STUDY DESIGN Using a difference-in-differences design and maltreatment data (2004-2018) from 50 states and the District of Columbia, we compared the prevalence of total maltreatment incidents and total victims, in states with and without PDMPs, before and after implementation. Exploratory analyses further examined models disaggregated by maltreatment type (neglect, physical abuse, sexual abuse, psychological abuse) and among different racial/ethnic groups. Quasi-Poisson models included state-level covariates, state- and year-fixed effects, and cluster-robust standard errors. RESULTS Difference-in-differences models identified greater relative reductions in PDMP states relative to controls (total prevalence ratio, 0.87; 95% CI, 0.80, 0.940; victimization prevalence ratio, 0.92; 95% CI, 0.85-0.98) over the observation period. Decreases seemed to be driven by changes in neglect (prevalence ratio, 0.87; 95% CI, 0.80-0.93) and physical abuse (prevalence ratio, 0.78; 95% CI, 0.71-0.87) incidents, and may have been especially salient for American Indian/Alaskan Native children (prevalence ratio, 0.78; 95% CI, 0.65-0.94). CONCLUSIONS We found evidence supporting an association between prescription drug monitoring and reduced maltreatment prevalence at the state level. Policies aimed at restricting the prescribing and dispensing of controlled substances may have indirect implications for child welfare.
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Affiliation(s)
| | - Natalie S Levy
- Department of Epidemiology, Columbia University, New York, NY
| | - Mayumi Okuda
- Department of Psychiatry, Columbia University, New York, NY
| | - Shakira F Suglia
- Department of Epidemiology, Rollings School of Public Health, Emory University, Atlanta, GA
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Lloyd AR, Savage R, Eaton EF. Opioid use disorder: a neglected human immunodeficiency virus risk in American adolescents. AIDS 2021; 35:2237-2247. [PMID: 34387219 PMCID: PMC8563394 DOI: 10.1097/qad.0000000000003051] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
In 2017 alone, 783 000 children aged 12-17 years misused opioids with 14 000 using heroin. Opioid misuse and opioid use disorder (OUD) in adolescents and young adults are significant barriers to ending the HIV epidemic. To address these synergistic scourges requires dedicated practitioners and improved access to life-saving evidence-based treatment. Adolescents and young adults make up over one in five new HIV diagnoses even though they are less likely to be tested or know they are infected. Adolescents and young adults living with HIV are less likely to be retained in care or achieve virological suppression. OUD further leads to increased rates of risky behaviours (like sex without condoms), deceased retention in HIV care and decreased rates of viral suppression in this vulnerable population. Medications for opioid use disorder (MOUD) are recommended for adolescents and young adults with severe OUD and help retain youth in HIV treatment and decrease risk of death. However, due to stigma and lack of experience prescribing MOUD in adolescents, MOUD is often perceived as a last line option. MOUD remains difficult to access for adolescents with a shortage of providers and decreased options for treatment as compared to adults. Addiction treatment is infection prevention, and integrated addiction and HIV services are recommended to improve health outcomes. A multipronged approach including patient education, provider training and policy changes to improve access to treatment and harm reduction are urgently needed confront the drug use epidemic in youth.
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Affiliation(s)
- Audrey R Lloyd
- Department of Medicine, Division of Infectious Diseases, University of Alabama at Birmingham
| | - Rebekah Savage
- Division of Adolescent Medicine, University of Alabama at Birmingham
| | - Ellen F Eaton
- Department of Medicine, Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, Alabamas, USA
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Labella MH, Eiden RD, Roben CKP, Dozier M. Adapting an Evidence-Based Home Visiting Intervention for Mothers With Opioid Dependence: Modified Attachment and Biobehavioral Catch-up. Front Psychol 2021; 12:675866. [PMID: 34489793 PMCID: PMC8418066 DOI: 10.3389/fpsyg.2021.675866] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 07/13/2021] [Indexed: 01/10/2023] Open
Abstract
Infants born to mothers who are dependent on opioids often have difficulty regulating behavior and physiology at birth. Without sensitive maternal care, these infants are at risk for ongoing problems with self-regulation. Mothers who are dependent on opioids may experience challenges related to their substance use (e.g., unsupportive and/or risky environment, impulse control and reward system problems) that increase the likelihood of insensitive parenting in the absence of effective intervention. In this paper, we describe a home-visiting intervention we have adapted to enhance sensitive, responsive caregiving tailored to the specific needs of mothers with opioid dependence. The original intervention, Attachment and Biobehavioral Catch-up (ABC), was designed for mothers of infants aged 6-24 months who were exposed to early adversity. ABC has been shown to enhance sensitive parenting as well as children's behavioral and biological functioning, with positive outcomes extending into at least middle childhood. Mothers who are opioid dependent need earlier support than provided by ABC because opioid-exposed infants are often vulnerable at birth. The adapted intervention (modified ABC or mABC) includes one prenatal session and one early postnatal session, followed by 10 sessions every 2-3 weeks. In the initial two sessions in particular, mothers are helped to anticipate the challenges of caring for a baby who may be difficult to soothe while nonetheless providing sensitive care. mABC is intended to help mothers see the importance of responding sensitively so as to help infants overcome the developmental risks associated with opioid exposure. Additionally, mABC is structured to support mothers with the challenges of early parenting, especially if the mother herself was not parented sensitively. Throughout, the focus is on helping the mother nurture the distressed infant, attend to the infant's signals, and avoid behaving in overstimulating or intrusive ways. Case examples are presented that highlight both the challenges of working with this population as well as the gains made by mothers.
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Affiliation(s)
- Madelyn H. Labella
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE, United States
| | - Rina D. Eiden
- Department of Psychology, Pennsylvania State University, University Park, PA, United States
| | - Caroline K. P. Roben
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE, United States
| | - Mary Dozier
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE, United States
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Kameg B, Mitchell A. Associations Between Adverse Childhood Experiences and Substance Use in Nursing Students. J Psychosoc Nurs Ment Health Serv 2021; 59:43-47. [PMID: 34228574 DOI: 10.3928/02793695-20210219-03] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Adverse childhood experiences (ACEs) are a public health problem, and exposure to ACEs can lead to negative health consequences, including substance use. Little is known about ACEs and substance use in the nursing student population. The purpose of the current study was to describe the types of ACEs encountered by nursing students and the rate at which they occur; and examine associations between individual ACEs and alcohol and drug use. This study uses a cross-sectional, descriptive design. Measurements were used to assess and quantify ACEs and alcohol and drug use. There were small to medium associations between alcohol use and ACE items, and more modest associations found between drug use and ACE items (p < 0.001). Findings highlight the need for a trauma-informed approach to nursing education. [Journal of Psychosocial Nursing and Mental Health Services, 59(7), 43-47.].
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Lagisetty P, Garpestad C, Larkin A, Macleod C, Antoku D, Slat S, Thomas J, Powell V, Bohnert ASB, Lin LA. Identifying individuals with opioid use disorder: Validity of International Classification of Diseases diagnostic codes for opioid use, dependence and abuse. Drug Alcohol Depend 2021; 221:108583. [PMID: 33662670 PMCID: PMC8409339 DOI: 10.1016/j.drugalcdep.2021.108583] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 01/11/2021] [Accepted: 01/12/2021] [Indexed: 11/17/2022]
Abstract
BACKGROUND Policy evaluations and health system interventions often utilize International Classification of Diseases (ICD) codes of opioid use, dependence, and abuse to identify individuals with opioid use disorder (OUD) and assess receipt of evidence-based treatments. However, ICD codes may not map directly onto the Diagnostic and Statistical Manual of Mental Disorder (DSM-5) OUD criteria. This study investigates the positive predictive value of ICD codes in identifying patients with OUD. METHODS We conducted a clinical chart review on a national sample of 520 Veterans assigned ICD-9 or ICD-10 codes for opioid use, dependence, or abuse from 2012 to 2017. We extracted evidence of DSM-5 OUD criteria and opioid misuse from clinical documentation in the month preceding and three months following initial ICD code listing, and categorized patients into: 1) high likelihood of OUD, 2) limited aberrant opioid use, 3) prescribed opioid use without evidence of aberrant use, and 4) insufficient information. Positive predictive value was calculated as the percentage of individuals with these ICD codes meeting high likelihood of OUD criteria upon chart review. RESULTS Only 57.7 % of patients were categorized as high likelihood of OUD; 16.5 % were categorized as limited aberrant opioid use, 18.9 % prescribed opioid use without evidence of aberrant use, and 6.9 % insufficient information. CONCLUSIONS Patients assigned ICD codes for opioid use, dependence, or abuse often lack documentation of meeting OUD criteria. Many receive long-term opioid therapy for chronic pain without evidence of misuse. Robust methods of identifying individuals with OUD are crucial to improving access to clinically appropriate treatment.
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Affiliation(s)
- Pooja Lagisetty
- Department of Internal Medicine, University of Michigan Medical School, University of Michigan, North Campus Research Center, 2800 Plymouth Rd, Bldg 16, Room 243, Ann Arbor, MI, USA; Center for Clinical Management and Research, North Campus Research Center, Ann Arbor VA, 2800 Plymouth Rd, Bldg 16, Room 243, Ann Arbor, MI 48109, USA.
| | - Claire Garpestad
- University of Michigan Medical School, 1500 E Medical Center Dr, Ann Arbor, MI, USA
| | - Angela Larkin
- Center for Clinical Management and Research, North Campus Research Center, Ann Arbor VA, 2800 Plymouth Rd, Bldg 16, Room 243, Ann Arbor, MI 48109, USA
| | - Colin Macleod
- Department of Internal Medicine, University of Michigan Medical School, University of Michigan, North Campus Research Center, 2800 Plymouth Rd, Bldg 16, Room 243, Ann Arbor, MI, USA
| | - Derek Antoku
- Department of Internal Medicine, University of Michigan Medical School, University of Michigan, North Campus Research Center, 2800 Plymouth Rd, Bldg 16, Room 243, Ann Arbor, MI, USA
| | - Stephanie Slat
- Department of Internal Medicine, University of Michigan Medical School, University of Michigan, North Campus Research Center, 2800 Plymouth Rd, Bldg 16, Room 243, Ann Arbor, MI, USA
| | - Jennifer Thomas
- Department of Internal Medicine, University of Michigan Medical School, University of Michigan, North Campus Research Center, 2800 Plymouth Rd, Bldg 16, Room 243, Ann Arbor, MI, USA
| | - Victoria Powell
- Department of Geriatrics and Palliative Care, University of Michigan Medical School, 1500 E. Medical Center Dr, Ann Arbor, MI, USA
| | - Amy S B Bohnert
- Center for Clinical Management and Research, North Campus Research Center, Ann Arbor VA, 2800 Plymouth Rd, Bldg 16, Room 243, Ann Arbor, MI 48109, USA; Department of Anesthesiology, University of Michigan Medical School, 1500 E. Medical Center Dr., Ann Arbor, MI, USA
| | - Lewei A Lin
- Center for Clinical Management and Research, North Campus Research Center, Ann Arbor VA, 2800 Plymouth Rd, Bldg 16, Room 243, Ann Arbor, MI 48109, USA; Addiction Center, Department of Psychiatry, University of Michigan, North Campus Research Center, 2800 Plymouth Rd, Bldg 16, 2nd Fl, Ann Arbor, MI, USA.
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Abstract
PURPOSE OF REVIEW Women with opioid use disorder (OUD) face unique challenges the moment they enter treatment. This narrative review focused on recent literature regarding sex- and gender-based issues that could affect treatment outcomes in women with OUD. RECENT FINDINGS Women respond differently to opioids based on hormonal factors, are more likely to present to treatment with mental health conditions, especially depression, and are more likely to have experienced trauma via intimate partner violence compared with men. Women also face stigma when entering OUD treatment, particularly if they have children. Future research to improve OUD treatment outcomes in women should account for sex as a biological variable and gender as a social construct. Women have a fundamentally different experience than men during the course of OUD and upon treatment entry. Programs that address childcare/family support, mental health, and trauma are warranted for women with OUD.
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Affiliation(s)
- Andrew S Huhn
- Behavioral Pharmacology Research Unit, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 5510 Nathan Shock Drive, Baltimore, MD, 21224, USA.
| | - Kelly E Dunn
- Behavioral Pharmacology Research Unit, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 5510 Nathan Shock Drive, Baltimore, MD, 21224, USA
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