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Flesaker M, Freibott CE, Evans TC, Gradus JL, Lipson SK. Loneliness in the college student population: Prevalence and associations with substance use outcomes. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2024:1-7. [PMID: 39302240 DOI: 10.1080/07448481.2024.2400105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 07/11/2024] [Accepted: 08/25/2024] [Indexed: 09/22/2024]
Abstract
Objectives: We assessed the prevalence of loneliness by gender and gender-specific associations between loneliness and substance use in university students. Participants: Participants were students enrolled in colleges and universities throughout the United States (n = 84,481). Methods: Gender was self-reported and categorized as male, female, and transgender/nonbinary. Descriptive analyses were conducted, and logistic regression was used to measure associations between loneliness and substance use by gender and substance. Results: Loneliness prevalence was 58% in the sample, and loneliness was most prevalent among transgender/nonbinary students (79%). Loneliness was associated with reduced odds of alcohol use and increased odds of benzodiazepine use in all genders, and increased odds of marijuana, stimulant, and opioid misuse in females and males. Conclusions: Loneliness is prevalent in college students, especially in transgender/nonbinary students, and it is associated with increased odds of substance use. College administrators should consider implementing interventions to reduce loneliness in this population.
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Affiliation(s)
- Michelle Flesaker
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Christina E Freibott
- Department of Health Law Policy and Management, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Travis C Evans
- Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts, USA
- VA Boston Healthcare System, Boston, Massachusetts, USA
| | - Jaimie L Gradus
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Sarah K Lipson
- Department of Health Law Policy and Management, Boston University School of Public Health, Boston, Massachusetts, USA
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Qeadan F, Ross S, Barbeau WA, Madden EF, English K. Suicidal ideation, suicide attempt, and self-injury among American Indian, Alaskan Native, and Native Hawaiian college students in the United States from 2015 to 2019. Health Sci Rep 2024; 7:e2139. [PMID: 39015421 PMCID: PMC11250395 DOI: 10.1002/hsr2.2139] [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: 07/22/2023] [Revised: 11/20/2023] [Accepted: 04/11/2024] [Indexed: 07/18/2024] Open
Abstract
Background Suicide is a major driver of mortality among college students and is the leading cause of death among American Indian, Alaska Native, and Native Hawaiian (AI/AN/NH) young adults. Methods Data on suicidal ideation, suicide attempt, and self-injury among AI/AN/NH college students (n = 8103) were analyzed via multivariable logistic regressions employing the American College Health Association National College Health Assessment survey from 2015 to 2019. Adjusted odds ratios (aORs) were used to assess how opioid misuse may act as a risk or protective factor for suicidality and self-injury. Results Between 2015 and 2019, suicidal ideation was the most prevalent dimension of suicidality affecting AI/AN/NH college students (ranges from 12.69% to 18.35%), followed by self-injury (7.83%-11.41%) and suicide attempt (2.40%-4.10%). AI/AN/NH college students who reported opioid misuse were significantly more likely to experience suicidal ideation (aOR: 1.417; 95% confidence interval [CI]: 1.154-1.740) and self-injury (aOR: 1.684; 95% CI: 1.341-2.116) than those who did not engage in such behavior. Conclusions We identified opioid misuse as a potential risk factor for suicidal ideation and intentional self-injury among populations of AI/AN/NH college students. Programs seeking to reduce suicide prevalence among Indigenous college students may benefit from the inclusion of evidence-based interventions that prevent and treat issues related to opioid use.
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Affiliation(s)
- Fares Qeadan
- Department of Public Health, Parkinson School of Health Sciences and Public HealthLoyola University ChicagoMaywoodIllinoisUSA
| | - Sydney Ross
- Department of Public Health, Parkinson School of Health Sciences and Public HealthLoyola University ChicagoMaywoodIllinoisUSA
| | - William A. Barbeau
- Department of Public Health, Parkinson School of Health Sciences and Public HealthLoyola University ChicagoMaywoodIllinoisUSA
| | - Erin F. Madden
- Department of Family Medicine and Public Health SciencesWayne State UniversityDetroitMichiganUSA
| | - Kevin English
- Albuquerque Area Southwest Tribal Epidemiology CenterAlbuquerqueNew MexicoUSA
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3
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Galán S, de la Vega R, Esteve R, López-Martínez AE, Fernández Baena M, Ramírez-Maestre C. Physicians' perception about predictors of opioid abuse in patients with chronic non-cancer pain: a Delphi study. FRONTIERS IN PAIN RESEARCH 2023; 4:1269018. [PMID: 37928367 PMCID: PMC10621745 DOI: 10.3389/fpain.2023.1269018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 10/10/2023] [Indexed: 11/07/2023] Open
Abstract
Background Opioids are being prescribed widely, and increasingly, for the treatment of chronic non-cancer pain (CNCP). However, several side effects are associated with mid- and long-term opioid use and, for certain patients, with the risk of problematic opioid use. The aim of this study is to know the perception of the physicians about which variables could be associated with increased risk of patients with CNCP developing a problem of abuse or misuse of the prescribed opioid medication. Methods Twenty-nine physicians with experience in CNCP pain management and opioids prescription participated in a two-round Delphi study focused on the risk factors for opioid misuse and abuse. Results The variables that reached consensus regarding their relationship with the increased risk of suffering a problem of opioid abuse or misuse were: (1) Experiencing pain on a daily basis, (2) previous use of high-dose opioids, (3) generalized anxiety, (4) hopelessness, (5) benzodiazepine intake, (6) use of opioids for reasons other than pain, (7) family problems, family instability or family breakdown, and (8) having access to several opioid prescribers. The only variable that reached consensus regarding it not being associated to a possible risk of abuse or misuse was having mild pain intensity (0-4 on a NRS-11). Conclusions This study provides useful information that could help make decisions about the use of opioids for CNCP treatment and prevent future difficulties. Prospective studies testing the relationship of the variables that reached consensus with the risk of opioid misuse and abuse are warranted. Significance This study shows the variables of CNCP that the professional must take into account in order to avoid possible problems when prescribing opioids.
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Affiliation(s)
- Santiago Galán
- Instituto de Investigación Biomédica de Málaga (IBIMA Plataforma BIONAND), Málaga, Spain
- Red de Investigación en Cronicidad, Atención Primaria y Prevención y Promoción de la Salud (RICAPPS), Málaga, Spain
| | - Rocío de la Vega
- Instituto de Investigación Biomédica de Málaga (IBIMA Plataforma BIONAND), Málaga, Spain
- Personalidad, Evaluación y tratamiento Psicológico, Facultad de Psicología y Logopedia, Andalucía Tech, Universidad de Málaga (Spain), Málaga, Spain
| | - Rosa Esteve
- Instituto de Investigación Biomédica de Málaga (IBIMA Plataforma BIONAND), Málaga, Spain
- Personalidad, Evaluación y tratamiento Psicológico, Facultad de Psicología y Logopedia, Andalucía Tech, Universidad de Málaga (Spain), Málaga, Spain
| | - Alicia E. López-Martínez
- Instituto de Investigación Biomédica de Málaga (IBIMA Plataforma BIONAND), Málaga, Spain
- Personalidad, Evaluación y tratamiento Psicológico, Facultad de Psicología y Logopedia, Andalucía Tech, Universidad de Málaga (Spain), Málaga, Spain
| | | | - Carmen Ramírez-Maestre
- Instituto de Investigación Biomédica de Málaga (IBIMA Plataforma BIONAND), Málaga, Spain
- Personalidad, Evaluación y tratamiento Psicológico, Facultad de Psicología y Logopedia, Andalucía Tech, Universidad de Málaga (Spain), Málaga, Spain
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Ridenour TA, Saavedra LM, Fernandes CSF, Cance JD, Graham PW, Oudekerk BA. Introduction to Helping to End Addiction Long-Term Prevention Cooperative: Overview and Strategies. PREVENTION SCIENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR PREVENTION RESEARCH 2023; 24:1-7. [PMID: 36870020 PMCID: PMC9985075 DOI: 10.1007/s11121-023-01503-7] [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] [Accepted: 01/23/2023] [Indexed: 03/05/2023]
Abstract
This supplemental issue describes the individual studies and collaborative efforts of the Helping to End Addiction Long-term Prevention Cooperative's (HPC's) innovative approaches to rapidly develop evidence-based prevention programs for widespread dissemination. This introduction succinctly reviews (1) the context that demands the rapid development of efficacious prevention programs and their scale-ups, (2) the unique objectives of the individual HPC research projects, and (3) collective efforts to harmonize research across studies to advance the prevention of opioid misuse and gain insight into opioid misuse etiology to inform improvements in preventive interventions. At the conclusion of HPC studies, we anticipate the availability of multiple evidence-based programs to prevent opioid misuse and use disorder for persons who experience particular sources of risk and for delivery in settings where prevention has traditionally been lacking. By harmonizing and coordinating efforts across 10 distinct outcomes studies of prevention programs and making data available for analysis by non-HPC researchers, the HPC's efficacy and etiology evidence will far surpass the additive contributions of 10 individual research projects.
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Affiliation(s)
- Ty A Ridenour
- RTI International, 3040, E. Cornwallis Rd., PO Box 12194, 326 Cox Bldg., Research Triangle Park, NC, 27709-2194, USA.
| | - Lissette M Saavedra
- RTI International, 3040, E. Cornwallis Rd., PO Box 12194, 326 Cox Bldg., Research Triangle Park, NC, 27709-2194, USA
| | | | - Jessica Duncan Cance
- RTI International, 3040, E. Cornwallis Rd., PO Box 12194, 326 Cox Bldg., Research Triangle Park, NC, 27709-2194, USA
| | - Phillip W Graham
- RTI International, 3040, E. Cornwallis Rd., PO Box 12194, 326 Cox Bldg., Research Triangle Park, NC, 27709-2194, USA
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Edwards KM, Lim S, Huff M, Herrington R, Leader Charge L, Littleton H. Rates and Correlates of Intimate Partner Violence Among Indigenous College Students: A Multi-Campus Study. JOURNAL OF INTERPERSONAL VIOLENCE 2023; 38:7852-7866. [PMID: 36714950 DOI: 10.1177/08862605221150945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
Research suggests that Indigenous girls, women, and LGBTQ+ Two-Spirit people experience disproportionately high rates of intimate partner violence (IPV), but there is a dearth of research on IPV among Indigenous college students. Therefore, the current study sought to explore rates of IPV victimization and perpetration among Indigenous college students, as well as correlates including depressive and anxious symptoms, emotion dysregulation, on-campus social support, and hazardous drinking. Participants were 230 undergraduate students who identified as American Indian/Alaska Native attending 20 medium- and large-sized universities across the contiguous U.S. Results indicated that 28.9% of Indigenous students reported any type of IPV victimization in the past 6 months (psychological: 24.5%; physical: 9.1%; sexual: 9.8%; coercive control: 12.4%). Further, 18.3% of Indigenous students reported any type of IPV perpetration in the past 6 months (psychological: 16.9%; physical: 4.5%; sexual: 2.6%; coercive control: 7.1%). Anxious and depressive symptoms were related to many forms of IPV victimization; emotion dysregulation was related to all forms of IPV victimization and sexual IPV perpetration; and hazardous drinking was related to most forms of IPV victimization and perpetration. These findings underscore the alarmingly high rates of IPV among Indigenous college students as well as the potential deleterious effects of IPV victimization on psychological functioning, as well as the need to concurrently address hazardous alcohol use in IPV prevention and response efforts.
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Shelton RC, Goodwin K, McNeil M, Bernitz M, Alexander SP, Parish C, Brotzman L, Lee M, Li WB, Makam S, Ganek N, Foskett D, Warren C, Metsch LR. Application of The Consolidated Framework for Implementation Research to inform understanding of barriers and facilitators to the implementation of opioid and naloxone training on college campuses. Implement Sci Commun 2023; 4:56. [PMID: 37221618 PMCID: PMC10204023 DOI: 10.1186/s43058-023-00438-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Accepted: 05/09/2023] [Indexed: 05/25/2023] Open
Abstract
BACKGROUND The opioid epidemic in the US continues to worsen. Opioid-only and polysubstance-involved opioid overdose deaths are increasing among adolescents and young adults, who have limited knowledge of opioid overdose prevention, including recognition and response. College campuses have infrastructure to support national-level implementation of evidence-based public health strategies for providing opioid overdose prevention and naloxone training programs among this priority population. However, college campuses are an underutilized, understudied setting for this programming. To address this gap, we conducted research assessing barriers and facilitators to planning and implementing this programming on college campuses. METHODS We held 9 focus groups among purposively selected campus stakeholders whose perceptions were important to understand in planning for the dissemination and implementation of opioid overdose prevention and naloxone training. Focus group scripts were informed by The Consolidated Framework for Implementation Research (CFIR) to query about perceptions of opioid and other substance use, opioid and other substance use-related resources, and naloxone administration training. We used a deductive-inductive, iterative approach to thematic analysis. RESULTS Themes about implementation barriers included (1) the perception that problematic use of other (non-opioid) substances was more prevalent than opioid use on campus and focus on those substances would be a greater priority on college campuses; (2) student schedules were overwhelmed with academic commitments and extracurricular activities, making delivery of additional training challenging; (3) barriers related to the perceived complexity and decentralization of communication on campus, preventing students from knowing how to access substance use-related resources. Themes about implementation facilitators included (1) framing naloxone training as important in becoming a responsible leader on campus and in the broader community and (2) leveraging existing infrastructure, champions within existing campus groups, and tailored messaging to facilitate participation in naloxone training. CONCLUSIONS This is the first study to provide in-depth insights into potential barriers and facilitators to widespread, routine implementation of naloxone/opioid education on undergraduate college campuses. The study captured diverse stakeholder perspectives and was theoretically grounded in CFIR, contributing to the growing literature on the application and refinement of CFIR across diverse community and school contexts.
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Affiliation(s)
- Rachel C Shelton
- Department of Sociomedical Sciences, Columbia University Mailman School of Public Health, Columbia University, 722 W 168th St, Room 941, New York, NY, 10032, USA.
| | - Kathleen Goodwin
- Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Michael McNeil
- Department of Sociomedical Sciences, Columbia University Mailman School of Public Health, Columbia University, 722 W 168th St, Room 941, New York, NY, 10032, USA
- Columbia Health, Columbia University, New York, NY, USA
| | - Melanie Bernitz
- Columbia Health, Columbia University, New York, NY, USA
- Center for Family and Community Medicine, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Savannah P Alexander
- Department of Sociomedical Sciences, Columbia University Mailman School of Public Health, Columbia University, 722 W 168th St, Room 941, New York, NY, 10032, USA
| | - Carrigan Parish
- Department of Sociomedical Sciences, Columbia University Mailman School of Public Health, Columbia University, 722 W 168th St, Room 941, New York, NY, 10032, USA
| | - Laura Brotzman
- Department of Sociomedical Sciences, Columbia University Mailman School of Public Health, Columbia University, 722 W 168th St, Room 941, New York, NY, 10032, USA
| | - Matthew Lee
- Department of Sociomedical Sciences, Columbia University Mailman School of Public Health, Columbia University, 722 W 168th St, Room 941, New York, NY, 10032, USA
| | | | | | | | | | - Chloe Warren
- Department of Sociomedical Sciences, Columbia University Mailman School of Public Health, Columbia University, 722 W 168th St, Room 941, New York, NY, 10032, USA
| | - Lisa R Metsch
- Department of Sociomedical Sciences, Columbia University Mailman School of Public Health, Columbia University, 722 W 168th St, Room 941, New York, NY, 10032, USA
- School of General Studies, Columbia University, New York, NY, USA
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Qeadan F, Egbert J, Barbeau WA, Madden EF, Venner KL, English K. Sexuality and Gender Identity Inequities in Substance Use Disorder and Its Treatment among American Indian, Alaska Native, and Native Hawaiian College Students. Subst Use Misuse 2022; 57:2085-2093. [PMID: 36305843 DOI: 10.1080/10826084.2022.2136490] [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: 10/31/2022]
Abstract
BACKGROUND The aim of this study was to investigate inequities in substance use disorder (SUD) diagnosis, opioid misuse, marijuana misuse, SUD treatment utilization, and utilization of university mental health services among sexual and gender minority (SGM) American Indian, Alaska Native, and Native Hawaiian (AI/AN/NH) college students. METHODS Data consisting of 8,103 AI/AN/NH students' responses to the American College Health Association's National College Health Assessment survey from fall 2015 through spring 2019 were utilized for this study. Multivariable logistic regression models were used to compare the odds of SUD diagnosis, opioid misuse, and marijuana misuse in SGM AI/AN/NH students to cisgender, heterosexual peers. Unadjusted odds of SUD treatment utilization and utilization of university mental health services were also evaluated. RESULTS Compared to cisgender females, transgender (aOR = 4.43, 95% CI = 2.67-7.34) and gender diverse (aOR = 2.86, 95% CI = 1.61-5.07) students had significantly higher odds of SUD diagnosis. Similarly, significantly higher odds of SUD diagnosis were observed among sexual minorities, including gay/lesbian (aOR = 2.95, 95% CI = 1.71-5.09) and bisexual (aOR = 1.97, 95% CI = 1.30-2.99) students compared to heterosexual peers. Sexual minority students had significantly higher odds of utilizing university mental health services (uOR = 2.43, 95% CI = 1.22-4.84) than heterosexual peers. Odds of opioid misuse and marijuana misuse were also significantly increased among sexual minority students. CONCLUSIONS AI/AN/NH college students who identify as SGM have higher odds of SUD diagnosis, opioid misuse, and marijuana misuse than their cisgender, heterosexual peers. These findings highlight the need to consider tailored programming for SGM AI/AN/NH students in substance use prevention and intervention efforts in U.S. college settings.
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Affiliation(s)
- Fares Qeadan
- Parkinson School of Health Sciences and Public Health, Loyola University Chicago, Maywood, Illinois, USA
| | - Jamie Egbert
- Parkinson School of Health Sciences and Public Health, Loyola University Chicago, Maywood, Illinois, USA
| | - William A Barbeau
- Parkinson School of Health Sciences and Public Health, Loyola University Chicago, Maywood, Illinois, USA
| | - Erin F Madden
- Department of Family Medicine and Public Health Sciences, Wayne State University, Detroit, Michigan, USA
| | - Kamilla L Venner
- Department of Psychology, Center on Alcohol, Substance Use and Addictions (CASAA), University of New Mexico, Albuquerque, New Mexico, USA
| | - Kevin English
- Albuquerque Area Southwest Tribal Epidemiology Center, Albuquerque, New Mexico, USA
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Running Bear U, Hanson JD, Noonan C, Muller C, Trojan J, Manson SM. Factors associated with readmission to alcohol and opioid detoxification in the Alaska Interior. Am J Addict 2022; 31:406-414. [PMID: 35434885 PMCID: PMC9463080 DOI: 10.1111/ajad.13288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 02/16/2022] [Accepted: 03/28/2022] [Indexed: 01/31/2023] Open
Abstract
BACKGROUND AND OBJECTIVES A "revolving door" of repeated admissions to detoxification treatment facilities has long plagued alcohol and drug use patients, yet few studies examine factors associated with readmission. This study examined risk factors for readmission to alcohol and opioid detoxification in a sample from the Alaska Interior. METHODS Data were extracted from electronic medical records for admissions between 2012 and 2016 at an inpatient detoxification facility in Fairbanks, Alaska. Data from 1014 patients admitted for alcohol detoxification and 267 patients admitted for opioid detoxification were analyzed. The analysis employed descriptive statistics for risk factors (substance use history, adverse life experiences, and psychosocial functioning) and prevalence of readmission to either alcohol or opioid detoxification. Inferential analyses used marginal standardization to calculate differences in readmission risk by patient characteristics. RESULTS Male, Alaska Native/American Indian, single-never married patients, and those seeking work were at higher risk for readmission to alcohol detoxification, while those with stable housing were at reduced risk. Being single-never married and completing detoxification treatment reduced readmission to opioid detoxification. Family involvement in detoxification reduced readmission risk for both alcohol and opioid patients. DISCUSSION AND CONCLUSIONS Further research that investigates the mechanism(s) by which family may act as a protective factor may be efficacious in eliminating the "revolving door" of detoxification. SCIENTIFIC SIGNIFICANCE This study is the first to examine both alcohol and opioid use risk and protective factors in the Alaska Interior. The results can be used in the development of interventions for subpopulations with high detoxification readmission rates.
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Affiliation(s)
- Ursula Running Bear
- Department of Population HealthUniversity of North DakotaGrand ForksNorth DakotaUSA
| | - Jessica D. Hanson
- Department of Applied Human SciencesUniversity of Minnesota DuluthDuluthMinnesotaUSA
| | - Carolyn Noonan
- Institute for Research and Education to Address Community HealthWashington State UniversitySeattleWashingtonUSA
| | - Clemma Muller
- Department of Medical Education and Clinical Science, Elson S. Floyd College of Medicine, Institute for Research and Education to Address Community HealthWashington State UniversitySeattleWashingtonUSA
| | | | - Spero M. Manson
- Centers for American Indian and Alaska Native Health, Colorado School of Public HealthUniversity of Colorado Anschutz Medical CampusAuroraColoradoUSA
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Agyemang DO, Madden EF, English K, Venner KL, Handy R, Singh TP, Qeadan F. The mediation and moderation effect of social support on the relationship between opioid misuse and suicide attempts among native American youth in New Mexico: 2009-2019 Youth Risk Resiliency Survey (NM-YRRS). BMC Psychiatry 2022; 22:243. [PMID: 35382787 PMCID: PMC8985366 DOI: 10.1186/s12888-022-03900-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Accepted: 03/30/2022] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Suicide attempt and opioid misuse continue to be major behavioral health challenges among American Indians and Alaska Natives (AI/AN). The aim of the study is to evaluate the mediating and moderating role that social support (SS) plays in their association among AI/AN high-school students in New Mexico (NM). METHODS An aggregated NM Youth Resiliency and Risk Survey (NM-YRRS, 2009-2019: odd years) dataset was used. Multivariable logistic regression modeling and mediation analysis were conducted while adjusting for confounding variables. RESULTS Overall, 12.0 and 14.0% of AI/AN students reported opioid misuse and suicide attempt, respectively. The adjusted odds ratio of suicide attempt in students with high SS relative to low SS who misused opioids was 0.43 (p-value = 0.007). The effect of high SS relative to low SS among males who misused opioids was more pronounced (AOR = 0.24, p-value < 0.0001) compared to females (AOR = 0.43, p-value = 0.007). Relative to low SS, high SS was protective for suicide attempt among AI/AN students who misused opioids and attended school in off-reservation (AOR = 0.42, p-value = 0.012) communities, rural communities (AOR = 0.44, p = 0.040), and in communities that are both rural and off-reservation (AOR = 0.39, p = 0.035). Overall, 23.64, and 41.05% of the association between opioid misuse, and suicide attempt was mediated and moderated by SS, respectively. The mediation effect of SS was lowest for rural, on-reservation schools. CONCLUSION More resources need to be allocated to rural on-reservation schools to enhance social support. The study highlights key insights into the significant role SS plays in promoting health and mitigating the association between opioid misuse and suicide attempt.
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Affiliation(s)
- Daniel Opoku Agyemang
- grid.223827.e0000 0001 2193 0096Department of Family and Preventive Medicine, University of Utah School of Medicine, Salt Lake City, USA
| | - Erin Fanning Madden
- grid.254444.70000 0001 1456 7807Department of Family Medicine and Public Health Sciences, Wayne State University, Detroit, USA
| | - Kevin English
- Albuquerque Area Southwest Tribal Epidemiology Center, Santa Fe, NM USA
| | - Kamilla L. Venner
- grid.266832.b0000 0001 2188 8502Department of Psychology, Center on Alcohol, Substance use, And Addiction (CASAA), University of New Mexico, Albuquerque, USA
| | - Rod Handy
- grid.223827.e0000 0001 2193 0096Department of Family and Preventive Medicine, University of Utah School of Medicine, Salt Lake City, USA
| | - Tejinder Pal Singh
- grid.223827.e0000 0001 2193 0096Department of Family and Preventive Medicine, University of Utah School of Medicine, Salt Lake City, USA
| | - Fares Qeadan
- Parkinson School of Health Sciences and Public Health, Loyola University Chicago, Maywood, IL, US, United States.
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Agyemang DO, Madden EF, English K, Venner KL, Rod H, Singh TP, Qeadan F. A trend analysis of the prevalence of opioid misuse, social support, and suicide attempt among American Indian/Alaska native high school students in New Mexico: 2009-2019 Youth Risk Resiliency Survey (YRRS). BMC Public Health 2022; 22:370. [PMID: 35189881 PMCID: PMC8862367 DOI: 10.1186/s12889-022-12764-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 02/09/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND American Indian and Alaska Native (AI/AN) youth face stark inequities in opioid misuse, social support, and suicide attempt. This study examined trends in these behavioral measures among AI/AN students in New Mexico (NM). METHODS Using the NM oversampled Youth Resiliency and Risk Survey (NM-YRRS, 2009 - 2019: odd years), prevalence estimates of opioid misuse, social support (SS), and suicide attempt for AI/AN high school students were generated. Trends over time were assessed via linear regression of weighted proportions according to Peter Armitage. Stratified trends by demographics were also employed. RESULTS While the prevalence of suicide attempt did not change significantly over time, it was consistently higher among females (2011-2019), those who misused opioids, received low social support, had a mother with less than high school education, had a C, D, or F for academic performance, and non-straight students relative to their counterparts. In particular, the prevalence of suicide attempt among AI/AN students who reported opioid misuse in 2009 was significantly higher by 25.4% than their counterparts who did not report opioid misuse (35.8% vs. 10.4%.) A significant decreasing trend over time (2009-2017) was observed for opioid misuse (16.1%↓8.8%, p-value = 0.0033), including when stratifying by sex (males: 15.9%↓9%, p-value = 0.002; females: 16.2%↓8.6%, p-value = 0.012). Youth with high maternal education exhibited significant decline in opioid misuse (13.5%↓6.7%, p-value = 0.019; 2011-2017.) Opioid misuse increased significantly from 2017 to 2019 (8.8%↑12.9%, p-value < 0.0001.) For instance, in 2019 among AI/AN students who reported low social support, opioid misuse was roughly doubled (18.9% vs. 8.5%, p < 0.0001), and suicide attempt was tripled (21.3% vs. 7.0%, p < 0.0001) compared to students with high social support. CONCLUSION No significant trend was observed for suicide attempt. We observed a significant decreasing trend in opioid misuse between 2009 through 2017 but a significant increase from 2017 to 2019. A higher level of maternal education (college or above), and an A or B school grade performance were protective against both opioid misuse and suicide attempt.
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Affiliation(s)
- Daniel Opoku Agyemang
- University of Utah School of Medicine, Department of Family and Preventive Medicine, Salt Lake City, UT, USA
| | - Erin Fanning Madden
- Wayne State University, Department of Family Medicine and Public Health Sciences, Detroit, MI, USA
| | - Kevin English
- Albuquerque Area Southwest Tribal Epidemiology Center, Albuquerque, NM, USA
| | - Kamilla L Venner
- University of New Mexico, Department of Psychology,, Center On Alcohol, Substance use, And Addiction (CASAA), Albuquerque, NM, USA
| | - Handy Rod
- University of Utah School of Medicine, Department of Family and Preventive Medicine, Salt Lake City, UT, USA
| | - Tejinder Pal Singh
- Wayne State University, Department of Family Medicine and Public Health Sciences, Detroit, MI, USA
| | - Fares Qeadan
- Parkinson School of Health Sciences and Public Health, Loyola University Chicago, Maywood, IL, USA.
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11
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Rajkumar RP. What Are the Correlates of Global Variations in the Prevalence of Opioid Use Disorders? An Analysis of Data From the Global Burden of Disease Study, 2019. Cureus 2021; 13:e18758. [PMID: 34659934 PMCID: PMC8514710 DOI: 10.7759/cureus.18758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/13/2021] [Indexed: 11/17/2022] Open
Abstract
Introduction The recent opioid crisis in North America has brought the problem of opioid use disorders (OUD) into clinical and public health focus, with experts warning that other countries or regions may be at future risk of experiencing such crises. The existing literature suggests that a wide range of social, cultural and economic factors may be associated with the onset, course and outcome of OUD in individuals. The current study uses data on the estimated prevalence of OUDs across 115 countries, obtained from the Global Burden of Disease Study, 2019, to examine the bivariate and multivariate associations between national prevalence of OUD and these factors. Methods Data on the estimated prevalence of OUDs was obtained via a database query from the Global Burden of Disease (GBD) Collaborative Network database for the year 2019. Recent (2018-2019) data on 10 relevant variables identified in the literature (gross national income, economic inequality, urbanization, social capital, religious affiliation and practice, unemployment, divorce, cultural individualism, and prevalence of depression) were obtained from the GBD, World Bank and Our World in Data databases. After transformation to a normal distribution, bivariate and univariate analyses were conducted to identify the significance and strength of the associations between these variables and the prevalence of OUD. Results Of the 10 variables studied, all variables except the divorce rate and religious affiliation were significantly correlated with the prevalence of OUD on bivariate analyses, though the strength of these associations was in the poor to fair range. On multivariate analysis, a significant association was observed only for the prevalence of depression, with trends towards a positive association for cultural individualism and unemployment, and a protective trend observed for religious practice. Discussion Though subject to certain limitations inherent in cross-sectional analyses, these results suggest that certain variables may be associated with a higher prevalence of OUD at the national level. Replication and refinement of these analyses may prove useful in identifying countries or regions at risk of a future opioid epidemic or crisis, which could facilitate the institution of preventive measures or early intervention strategies.
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Affiliation(s)
- Ravi P Rajkumar
- Psychiatry, Jawaharlal Institute of Postgraduate Medical Education and Research, Pondicherry, IND
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El-Bassel N, Shoptaw S, Goodman-Meza D, Ono H. Addressing long overdue social and structural determinants of the opioid epidemic. Drug Alcohol Depend 2021; 222:108679. [PMID: 33810910 DOI: 10.1016/j.drugalcdep.2021.108679] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
| | - Steven Shoptaw
- Department of Family Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - David Goodman-Meza
- Department of Medicine and Department of Family Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - Hiromi Ono
- Independent Scholar, Washington D.C., USA
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