1
|
Drnach-Bonaventura GM, Moore DW, Scott GL, Cloutier RM, Pringle JL. Why Substance Use Screening Frequency Matters in Adult Primary Care. Subst Use Addctn J 2024; 45:65-73. [PMID: 38258858 DOI: 10.1177/29767342231210112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
BACKGROUND Evidence-based early intervention practices, such as screening, brief intervention, and referral to treatment (SBIRT), are recommended to identify unhealthy use and provide linkages to treatment to prevent substance use disorder. However, there is a lack of screening frequency recommendations. Pennsylvania (PA) SBIRT was a five-year initiative to implement SBIRT in primary care sites. This study evaluated the effects of screening policies in PA SBIRT on changes in substance use risk category over time. METHODS Quantitative data were obtained from seven primary care sites implementing SBIRT, with patients who were screened twice using the Drug Abuse Screening Test, US Alcohol Use Disorders Identification Test, or the Alcohol, Smoking, and Substance Involvement Screening Test and experienced any risk category change (n = 1,364). Patients were 49% male, 51% female, 81% White, and 14% Black. An intercept-only generalized estimating equation model tested whether category changes between screen one and screen two were statistically significant. RESULTS The average number of months between screenings for those experiencing a risk category change was 9.01 with a range of 0 to 46 months. There was a statistically significant change between screening one and screening two (P > 0.001), with 44% undergoing a decrease in risk category and 56% undergoing an increase in risk category. Of those undergoing an increase in risk category, 91% moved from a negative/low risk category to a positive/higher risk category. CONCLUSIONS Results suggest that frequent screening policies may improve identification of substance use risk category changes. The results act as a catalyst to further evaluate recommended screening intervals for detecting unhealthy substance use to increase identification and patient connection.
Collapse
Affiliation(s)
- Grace M Drnach-Bonaventura
- Program Evaluation and Research Unit, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
- Office of the Dean, University of Pittsburgh School of Public Health, Pittsburgh, PA, USA
| | - Debra W Moore
- Program Evaluation and Research Unit, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
| | - Georgie L Scott
- Program Evaluation and Research Unit, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
| | - Renee M Cloutier
- Program Evaluation and Research Unit, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
| | - Janice L Pringle
- Program Evaluation and Research Unit, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
| |
Collapse
|
2
|
Bridges NC, Taber R, Foulds AL, Bear TM, Cloutier RM, McDonough BL, Gordon AJ, Cochran GT, Donohue JM, Adair D, DiDomenico E, Pringle JL, Gellad WF, Kelley D, Cole ES. Medications for opioid use disorder in rural primary care practices: Patient and provider experiences. J Subst Use Addict Treat 2023; 154:209133. [PMID: 37543217 DOI: 10.1016/j.josat.2023.209133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 04/17/2023] [Accepted: 08/01/2023] [Indexed: 08/07/2023]
Abstract
INTRODUCTION The opioid epidemic has exacted a significant toll in rural areas, yet adoption of medications for opioid use disorder (MOUD) lags. The Rural Access to Medication Assisted Treatment in Pennsylvania (RAMP) Project facilitated adoption of MOUD in rural primary care clinics. The purpose of this study was to gain a better understanding of the barriers and facilitators operating at multiple levels to access or provide MOUD in rural Pennsylvania. METHODS In total, the study conducted 35 semi-structured interviews with MOUD patients and MOUD providers participating in RAMP. Qualitative analysis incorporated both deductive and inductive approaches. The study team coded interviews and performed thematic analysis. Using a modified social-ecological framework, themes from the qualitative interviews are organized in five nested levels: individual, interpersonal, health care setting, community, and public policy. RESULTS Patients and providers agreed on many barriers (e.g., lack of providers, lack of transportation, insufficient rapport and trust in patient-provider relationship, and cost, etc.); however, their interpretation of the barrier, or indicated solution, diverged in meaningful ways. Patients described their experiences in broad terms pointing to the social determinants of health, as they highlighted their lives outside of the therapeutic encounter in the clinic. Providers focused on their professional roles, responsibilities, and operations within the primary care setting. CONCLUSIONS Providers may want to discuss barriers to treatment related to social determinants of health with patients, and pursue partnerships with organizations that seek to address those barriers. The findings from these interviews point to potential opportunities to enhance patient experience, increase access to and optimize processes for MOUD in rural areas, and reduce stigma against people with opioid use disorder (OUD) in the wider community.
Collapse
Affiliation(s)
- Nora C Bridges
- Department of Family Medicine, University of Pittsburgh; Schenley Place, Suite 520, 4420 Bayard Street, Pittsburgh, PA 15260, USA.
| | - Rachel Taber
- Department of Family Medicine, University of Pittsburgh; Schenley Place, Suite 520, 4420 Bayard Street, Pittsburgh, PA 15260, USA
| | - Abigail L Foulds
- Division of General Internal Medicine, University of Pittsburgh, 1218 Scaife Hall, 3550 Terrace Street, Pittsburgh, PA 15261, USA
| | - Todd M Bear
- Department of Family Medicine, University of Pittsburgh; Schenley Place, Suite 520, 4420 Bayard Street, Pittsburgh, PA 15260, USA
| | - Renee M Cloutier
- Program Evaluation and Research Unit (PERU), University of Pittsburgh School of Medicine, 3501 Terrace St., Pittsburgh, PA 15261, USA
| | - Brianna L McDonough
- Program Evaluation and Research Unit (PERU), University of Pittsburgh School of Medicine, 3501 Terrace St., Pittsburgh, PA 15261, USA
| | - Adam J Gordon
- Program for Addiction Research, Clinical Care, Education, and Advocacy, University of Utah School of Medicine, 30 N. 1900 E, Salt Lake City, UT, 84132, USA
| | - Gerald T Cochran
- Program for Addiction Research, Clinical Care, Education, and Advocacy, University of Utah School of Medicine, 30 N. 1900 E, Salt Lake City, UT, 84132, USA
| | - Julie M Donohue
- University of Pittsburgh School of Public Health, 130 De Soto St, Pittsburgh, PA, 15261, USA
| | - Dale Adair
- Pennsylvania Office of Mental Health and Substance Abuse Services, Harrisburg, PA 17105, USA
| | - Ellen DiDomenico
- Pennsylvania Department of Human Services, 625 Forster St., Harrisburg, PA, 17120, USA
| | - Janice L Pringle
- Program Evaluation and Research Unit (PERU), University of Pittsburgh School of Medicine, 3501 Terrace St., Pittsburgh, PA 15261, USA
| | - Walid F Gellad
- University of Pittsburgh School of Medicine, 3550 Terrace St., Pittsburgh, PA, 15213, USA
| | - David Kelley
- Pennsylvania Office of Mental Health and Substance Abuse Services, Harrisburg, PA 17105, USA
| | - Evan S Cole
- University of Pittsburgh School of Public Health, 130 De Soto St, Pittsburgh, PA, 15261, USA
| |
Collapse
|
3
|
Cloutier RM, Talbert A, Weidman J, Pringle JL. Project lifeline: implementing SBIRT in rural pharmacies to address opioid overdoses and substance use disorder. Am J Drug Alcohol Abuse 2023; 49:406-417. [PMID: 36972536 DOI: 10.1080/00952990.2023.2185891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 02/10/2023] [Accepted: 02/26/2023] [Indexed: 03/29/2023]
Abstract
Background: There is emerging recognition of the unique benefits of implementing screening, brief intervention, and referral to treatment (SBIRT) in pharmacy settings to identify patients who can benefit from services and connecting them to those services.Objectives: This study describes Project Lifeline - a multipronged public health initiative to provide educational and technical support to rural community pharmacies implementing SBIRT for substance use disorder (SUD) and providing harm reduction support.Methods: Eight community pharmacies were recruited. Patients receiving a Schedule II prescription were invited to engage in SBIRT and offered naloxone. Patient screening data and key informant interviews with pharmacy staff on implementation strategy were analyzed.Results: Between 2018-2020, 4,601 adult patients were offered screens and 3,407 screens were completed on 2,881 unique adult patients (51.3% female; <0.01% nonbinary; 95.7% White). Of these unique screens, 107 patients were indicated for brief intervention, 31 accepted the brief intervention; and 12 were given a referral to SUD treatment. Patients who declined SBIRT or who did not want to reduce their use were offered access to naloxone (n = 372). Key informant interviews highlighted the importance of person-centered staff education, role-playing, anti-stigma training, and integrating activities into existing patient-care processes.Conclusion: While ongoing research is needed to characterize the full impact of Project Lifeline on patient outcomes, the reported findings help reinforce the benefits of multipronged public health initiatives that include community pharmacists to address the SUD crisis.
Collapse
Affiliation(s)
- Renee M Cloutier
- Program Evaluation and Research Unit (PERU), University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
| | - Abigail Talbert
- Program Evaluation and Research Unit (PERU), University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
| | - Joseph Weidman
- Janssen Pharmaceuticals, A Johnson and Johnson Company, West Chester, PA, USA
| | - Janice L Pringle
- Program Evaluation and Research Unit (PERU), University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
| |
Collapse
|
4
|
Cloutier RM, Aldridge A, Hoffman G, Boyd KL, Wang EH, Foster K, Snyder K, Dowd W, Pringle JL. Pennsylvania's Community Coordination Strategy to Reduce Opioid Overdose Deaths. J Stud Alcohol Drugs 2023; 84:605-614. [PMID: 36971737 DOI: 10.15288/jsad.22-00205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/29/2023] Open
Abstract
OBJECTIVE The Pennsylvania Opioid Overdose Reduction Technical Assistance Center (ORTAC) was developed to provide community-level support across Pennsylvania with the goal of reducing the opioid-related overdose death (ODD) rate via coalition building/coordination and tailored technical assistance. This study evaluates the initial effects of ORTAC engagement on county-level opioid ODD reductions. METHOD Using quasi-experimental difference-in-difference models, we compared ODD per 100,000 population per quarter between 2016 and 2019 in the 29 ORTAC-implementing counties against the 19 nonengaged counties while controlling for county-level time-varying confounders (e.g., naloxone administration by law enforcement). RESULTS Before ORTAC implementation, the average ODD/100,000 was 8.92 per 100,000 (SD = 3.62) in ORTAC counties and 5.62 per 100,000 (SD = 2.17) for the 19 comparison counties. Relative to the pre-study rate, there was an estimated 30% decrease in the ODD/100,000 within implementing counties after the first two quarters of ORTAC implementation. In the second year after ORTAC implementation, the estimated difference between ORTAC and non-ORTAC counties reached a high of 3.80 fewer deaths per 100,000. Overall, analyses indicated that ORTAC's service was associated with avoiding 1,818 opioid ODD in the 29 implementing counties in the 2 years following implementation. CONCLUSIONS Findings reinforce the impact of coordinating communities around addressing the ODD crisis. Future policy efforts should provide a suite of overdose reduction strategies and intuitive data structures that can be tailored to individual communities' needs.
Collapse
Affiliation(s)
- Renee M Cloutier
- Program Evaluation Research Unit, University of Pittsburgh School of Pharmacy, Pittsburgh, Pennsylvania
| | - Arnie Aldridge
- RTI International, Research Triangle Park, North Carolina
| | - Glenn Hoffman
- Program Evaluation Research Unit, University of Pittsburgh School of Pharmacy, Pittsburgh, Pennsylvania
| | - Kristina L Boyd
- Program Evaluation Research Unit, University of Pittsburgh School of Pharmacy, Pittsburgh, Pennsylvania
| | - Erh-Hsuan Wang
- Program Evaluation Research Unit, University of Pittsburgh School of Pharmacy, Pittsburgh, Pennsylvania
| | - Kiandra Foster
- Program Evaluation Research Unit, University of Pittsburgh School of Pharmacy, Pittsburgh, Pennsylvania
| | - Karley Snyder
- Program Evaluation Research Unit, University of Pittsburgh School of Pharmacy, Pittsburgh, Pennsylvania
| | - William Dowd
- RTI International, Research Triangle Park, North Carolina
| | - Janice L Pringle
- Program Evaluation Research Unit, University of Pittsburgh School of Pharmacy, Pittsburgh, Pennsylvania
| |
Collapse
|
5
|
Thomas B, Cloutier RM. The journey of a mental health professional with co-morbid mental health and alcohol use disorder from despair, to acceptance, to advocacy. J Subst Use Addict Treat 2023; 148:209021. [PMID: 36924846 DOI: 10.1016/j.josat.2023.209021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 02/27/2023] [Accepted: 03/10/2023] [Indexed: 03/17/2023]
Affiliation(s)
- Brandon Thomas
- University of Pittsburgh Program Evaluation Research Unit, Peru.
| | - Renee M Cloutier
- University of Pittsburgh Program Evaluation Research Unit, Peru.
| |
Collapse
|
6
|
Cloutier RM, Cole ES, McDonough BL, Lomauro DA, Miller JP, Talbert AL, Bear TM, Bridges NC, Foulds AL, Taber R, Gordon AJ, Cochran GT, Kmiec J, Donohue JM, Kelley D, DiDomenico E, Adair D, Pringle JL. Strategies to recruit rural primary care providers to implement a medication for opioid use disorder (MOUD) focused integrated care model. Implementation Research and Practice 2023; 4:26334895231152808. [PMID: 37091535 PMCID: PMC9978659 DOI: 10.1177/26334895231152808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2023] Open
Abstract
Background Access to providers and programs that provide medications for opioid use disorder (MOUD) remains a systemic barrier for patients with opioid use disorder (OUD), particularly if they live in rural areas. The Rural Access to Medication Assisted Treatment (MAT) in Pennsylvania Project (Project RAMP) addressed this problem with a multisystem partnership that recruited, trained, and supported rural primary care providers to provide MOUD and implement an integrated care model (ICM) for patients with OUD. Given the demonstrated efficacy of Project RAMP, this article summarizes our recruitment strategies, including feasibility concerns for further expansion into other regions. Methods The approach for recruiting implementation sites included two phases: partner outreach and site identification. Once recruited, the Systems Transformation Framework guided planning and implementation activities. Recruitment and implementation activities were assessed with implementation trackers and evaluated by providers via key informant interviews (KIIs). Results Project RAMP recruited 26 primary care practices from 13 counties, including nine health systems and two private practice groups—exceeding the original target of 24 sites. There was a median of 49 days from first contact to project onboarding. A total of 108 primary care practices spanning 22 health systems declined participation. Findings from the KIIs highlighted the value of engaging PCPs by connecting to a shared vision (i.e., improving the quality of patient care) as well as addressing perceived participation barriers (e.g., offering concierge technical assistance to address lack of training or resources). Conclusion Findings highlight how successful recruitment activities should leverage the support of health system leadership. Findings also emphasize that aiding recruitment and engagement efforts successfully addressed prescribers’ perceived barriers to providing MOUD as well as facilitating better communication among administrators, PCPs, behavioral health professionals, care managers, and patients. Plain Language Summary: Opioid use disorder (OUD) is one of the leading causes of preventable illness and death. The standard of care for OUD is the provision of medications for opioid use disorder (MOUD) and the application of an integrative integrated care model (ICM) where behavioral health is blended with specialized medical services. Unfortunately, access to providers and healthcare facilities that provide MOUD or apply an ICM remains a systemic barrier for patients with OUD, particularly if they live in rural areas. Although there is no one-size-fits-all approach to implementing MOUD in primary care, findings from Project The Rural Access to Medication Assisted Treatment (MAT) in Pennsylvania Project (Project RAMP) highlight strategies that may improve future MOUD and ICM implementation efforts in similar rural contexts. Specifically, future efforts to increase MOUD capacity by recruiting new providers should be prepared to leverage health system leadership, address provider barriers via training and expert consultation, and facilitate connections to local behavioral health providers. This approach may be helpful to others recruiting health systems and primary care practices to implement new care models to use MOUD in treating patients with OUD.
Collapse
Affiliation(s)
- Renee M. Cloutier
- Program Evaluation and Research Unit, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
| | - Evan S. Cole
- Department of Health Policy and Management, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, USA
| | - Brianna L. McDonough
- Program Evaluation and Research Unit, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
| | - Daniel A. Lomauro
- Program Evaluation and Research Unit, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
| | - John P. Miller
- Program Evaluation and Research Unit, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
| | - Abigail L. Talbert
- Program Evaluation and Research Unit, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
| | - Todd M. Bear
- Department of Behavioral and Community Health Sciences, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, USA
| | - Nora C. Bridges
- Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Abigail L. Foulds
- Department of Behavioral and Community Health Sciences, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, USA
| | - Rachel Taber
- Department of Behavioral and Community Health Sciences, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, USA
| | - Adam J. Gordon
- Program for Addiction Research, Clinical Care, Education, and Advocacy, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Gerald T. Cochran
- Program for Addiction Research, Clinical Care, Education, and Advocacy, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Julie Kmiec
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Julie M. Donohue
- Department of Health Policy and Management, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, USA
| | - David Kelley
- Office of Medical Assistance Programs, Pennsylvania Department of Human Services, Harrisburg, PA, USA
| | - Ellen DiDomenico
- Pennsylvania Department of Drug and Alcohol Programs, Harrisburg, PA, USA
| | - Dale Adair
- Office of Medical Assistance Programs, Pennsylvania Department of Human Services, Harrisburg, PA, USA
| | - Janice L. Pringle
- Program Evaluation and Research Unit, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
| |
Collapse
|
7
|
Cloutier RM, Batley PN, Kearns NT, Knapp AA. A psychometric evaluation of the Marijuana Problems Index among college students: Confirmatory factor analysis and measurement invariance by gender. Exp Clin Psychopharmacol 2022; 30:907-917. [PMID: 34735206 PMCID: PMC9714336 DOI: 10.1037/pha0000531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Although the Marijuana Problems Index (MPI) is widely used in studies with college student samples to reflect a unidimensional measure of cannabis-related problems, no studies have assessed the psychometric properties of the MPI in a college student population. The present study sought to resolve this gap in a sample of 879 college students reporting past-year cannabis use. Confirmatory factor analyses were used to test the factor structure of the unidimensional 23- and 18-item MPI and measurement invariance across gender. Bivariate correlations between the final factors, cannabis use history/frequency, and other substance use outcomes were used to examine concurrent and discriminant validities (i.e., vs. noncannabis outcomes). The 18-item (but not the 23-item) MPI demonstrated good model fit, measurement invariance across gender, adequate internal reliability, as well as concurrent and discriminant validities. Results support the use of the 18-item MPI over the 23-item MPI for conceptualizing problematic cannabis use, including the testing of gender-specific differences, among college students. Findings also reinforce the importance of evaluating the psychometric properties of widely used measures across samples. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
Collapse
Affiliation(s)
- Renee M. Cloutier
- Department of Psychology, University of North Texas
- Edna Bennett Pierce Prevention Research Center, The Pennsylvania State University
- Program Evaluation and Research Unit (PERU), School of Pharmacy, The University of Pittsburgh
| | | | - Nathan T. Kearns
- Department of Psychology, University of North Texas
- Center for Alcohol and Addiction Studies, Brown University
| | | |
Collapse
|
8
|
Stull SW, Linden-Carmichael AN, Cloutier RM, Bonny AE, Lanza ST. Flexibly modeling age trends in the prevalence of co-occurring patterns of substance use and mental health disorders using time-varying effects and latent class analysis. Am J Drug Alcohol Abuse 2022; 48:293-301. [PMID: 35100070 PMCID: PMC9933145 DOI: 10.1080/00952990.2021.2016786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Background: Substance use disorders (SUDs) and mental health disorders may change and co-occur in complex patterns across adult ages, but these processes can be difficult to capture with traditional statistical approaches.Objective: To elucidate disorder prevalence and comorbidities across adult ages by using time-varying effect models (TVEMs), latent class analysis (LCA), and modeling latent class prevalences as complex functions of age.Methods: Data were drawn from participants who are 18-65 years old in the National Epidemiologic Survey on Alcohol and Related Conditions III (n = 30,999; 51% women) and a subsample who reported a past-year post-traumatic stress disorder (PTSD), mood, anxiety, or SUD based on DSM-5 diagnoses (n = 11,279). TVEM and LCA were used to examine age trends and comorbidity patterns across ages.Results: SUD prevalence peaked at age 23 (31%) and decreased thereafter, while mental health disorder prevalence was stable (20%-26% across all ages). The prevalence of five classes of individuals based on specific combinations of mental health and SUDs varied by age: the Alcohol Use Disorder class had the highest prevalence at age 26, whereas the Mood and Anxiety Disorder classes peaked around age 63. Interestingly, the Poly-Disorder class prevalence was greatest at age 18 but decreased sharply across young adulthood; however, the prevalence of the other high comorbidity class, PTSD with Mood or Anxiety Disorder, remained fairly constant across age, peaking at age 44.Conclusions: Multimorbid mental health disorders (excluding SUDs) persist in prevalence across adult ages. LCA, TVEM, and their integration together hold substantial potential to advance addiction research.
Collapse
Affiliation(s)
- Samuel W. Stull
- Department of Biobehavioral Health, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Ashley N. Linden-Carmichael
- The Edna Bennett Pierce Prevention Research Center, The Pennsylvania State University, University Park, PA, 16802, USA
| | | | - Andrea E. Bonny
- Division of Adolescent Medicine, Nationwide Children’s Hospital, Columbus, OH, 43215,Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, 43210
| | - Stephanie T. Lanza
- Department of Biobehavioral Health, The Pennsylvania State University, University Park, PA, 16802, USA.,The Edna Bennett Pierce Prevention Research Center, The Pennsylvania State University, University Park, PA, 16802, USA
| |
Collapse
|
9
|
Cloutier RM, Calhoun BH, Linden-Carmichael AN. Associations of mode of administration on cannabis consumption and subjective intoxication in daily life. Psychol Addict Behav 2022; 36:67-77. [PMID: 34472879 PMCID: PMC8831393 DOI: 10.1037/adb0000726] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE As cannabis products are becoming increasingly available and young adults are increasingly using vaporizers to consume cannabis, there is a need to understand how this population is using different modes of administration and the extent to which specific modes are associated with differential cannabis use outcomes. Toward this end, the current study characterized predictors of cannabis mode of administration and examined how consumption levels and subjective intoxication vary as a function of mode of administration in daily life. METHOD Participants were 106 young adult cannabis and heavy alcohol users (51% female) who completed up to 14 daily diaries (n = 1,405 person days). Each day, participants reported whether they used any cannabis and, if any, which mode(s) were used, number of hits used per mode, overall subjective intoxication, and the socio-environmental context in which they used cannabis. RESULTS Across all cannabis use days, Bong-Only and Vape-Only days were the most common, followed by Multimode, Joint-, Pipe-, and Blunt-Only days. Participants reporting a greater proportion of cannabis use days were more likely to report Bong-Only and Multimode days than Vape-Only days. Compared to Vape-Only days, participants reported fewer hits on Bong-Only days and more hits on Blunt-Only, Pipe-Only, and Multimode days. Participants felt more intoxicated on Bong-Only days than Vape-Only days. CONCLUSIONS Mode-specific associations with cannabis consumption and subjective intoxication levels suggest assessing modes of administration may be a meaningful way to guide individual and public health intervention efforts. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
Collapse
|
10
|
Cloutier RM, Calhoun BH, Lanza ST, Linden-Carmichael AN. Assessing subjective cannabis effects in daily life with contemporary young adult language. Drug Alcohol Depend 2022; 230:109205. [PMID: 34890928 PMCID: PMC8714699 DOI: 10.1016/j.drugalcdep.2021.109205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 11/02/2021] [Accepted: 11/06/2021] [Indexed: 01/03/2023]
Abstract
INTRODUCTION Subjective ratings of cannabis effects are important predictors of use-related consequences. However, psychometric research is fairly limited, particularly for measures to capture variability in daily life when diverse modes of cannabis administration and co-substance use are common. METHODS This study evaluated the predictive utility of a revised item to assess perceived cannabis effects and examined modes of cannabis administration and alcohol and nicotine co-use as moderators. Participants were 106 young adults (18-25 years; 51% female) who completed up to 14 consecutive daily reports of substance use (n = 1405 person-days). Two measures of subjective effects were examined: a standard item (0-100 rating of "how high do you feel?") and a revised item that uses four crowd-sourced anchor points ranging from relaxed (0), calm/chill (33), high (67), and stoned/baked (100). The items shared substantial variance (Pseudo-R2 = 59.5%), however, the revised item showed greater within-person variability (77.0% vs. 68.8%) and stronger day-level associations with consumption levels (Pseudo-R2 = 25.0% vs. 16.7%). RESULTS The cannabis consumption-subjective effects link was weaker on blunt-only days compared to vape-only days. Subjective cannabis effects were higher on nicotine co-use days after controlling for cannabis consumption; neither alcohol nor nicotine co-use moderated the cannabis consumption-subjective effects link. DISCUSSION The revised subjective cannabis effects item is a viable alternative to the standard item among young adults who engage in simultaneous alcohol and cannabis use. CONCLUSIONS Future research focused on characterizing the variability in cannabis effects is needed.
Collapse
Affiliation(s)
- Renee M. Cloutier
- 314 Biobehavioral Health, The Edna Bennett Pierce Prevention Research Center, College of Health and Human Development, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Brian H. Calhoun
- The University of Washington, Department of Psychiatry and Behavioral Sciences, 1100 NE 45th Street, Suite 300, Box 354944, Seattle, WA 98105, USA
| | - Stephanie T. Lanza
- 314 Biobehavioral Health, The Edna Bennett Pierce Prevention Research Center, College of Health and Human Development, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Ashley N. Linden-Carmichael
- 314 Biobehavioral Health, The Edna Bennett Pierce Prevention Research Center, College of Health and Human Development, The Pennsylvania State University, University Park, PA, 16802, USA
| |
Collapse
|
11
|
Linden-Carmichael AN, Hochgraf AK, Cloutier RM, Stull SW, Lanza ST. Associations between simultaneous alcohol and cannabis use and next-day negative affect among young adults: The role of sex and trait anxiety. Addict Behav 2021; 123:107082. [PMID: 34403870 DOI: 10.1016/j.addbeh.2021.107082] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Revised: 08/04/2021] [Accepted: 08/05/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND AND AIMS The simultaneous use of alcohol and cannabis ("simultaneous alcohol and marijuana [SAM] use") is common among young adults and associated with negative substance-related consequences. SAM use may be tied to fluctuating mood states such as negative affect and individual characteristics including trait level of anxiety and sex. However, little is understood about their collective role. In this study, we sought to understand the daily link between SAM use and negative affect and whether this link might differ by both trait anxiety and sex. METHOD Participants were 154 young adults (57.8% female, 72.7% White, M age = 20.2) who completed baseline surveys on trait anxiety symptoms and up to 14 consecutive daily surveys on their substance use and affective states. RESULTS Multilevel models tested for associations of type of substance use day (i.e., alcohol-only days, cannabis-only days, and no use days relative to SAM use days) with next-day negative affect. Three-way and lower order interactions were tested for substance use day type, anxiety, and sex. Two three-way interactions between cannabis-only days, anxiety, and sex and between alcohol-only days, anxiety, and sex emerged such that SAM use was associated with greater next-day negative affect relative to single substance use days particularly among female participants with elevated anxiety. CONCLUSIONS Anxiety and sex are salient factors in the link between SAM use relative to single-substance use and daily negative affect. Study findings reinforce the need to account for all of these factors in order to develop maximally efficacious substance use interventions.
Collapse
|
12
|
Bilsky SA, Luber MJ, Cloutier RM, Dietch JR, Taylor DJ, Friedman HP. Cigarette use, anxiety, and insomnia from adolescence to early adulthood: A longitudinal indirect effects test. Addict Behav 2021; 120:106981. [PMID: 33993036 DOI: 10.1016/j.addbeh.2021.106981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 04/07/2021] [Accepted: 05/03/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Cigarette use during adolescence has been linked to increased risk for insomnia symptoms, but limited work has examined factors that may account for this association. Adolescent cigarette use and anxiety symptoms characterized by physiological hyperarousal evidence bidirectional associations, as do anxiety symptoms and insomnia symptoms. This suggests that adolescent cigarette use, anxiety symptoms characterized by physiological hyperarousal, and insomnia symptoms may increase and maintain one another. The current study tests physiological hyperarousal anxiety symptoms as a potential indirect effect in the cigarette-insomnia symptoms link across adolescence and young adulthood. METHODS We examined data from adolescents and young adults from Waves 1, 2, 3 and 4 of the National Longitudinal Study of Adolescent to Adult Health (N = 2,432 with full data). Insomnia symptoms were assessed at baseline (ages 12-16 years), 1 year later (13-17 years), and 14 years after baseline (26 - 30 years) among a nationally representative sample of adolescents. Cigarette use was assessed at baseline, 1 year later, 6 years after baseline, and 14 years after baseline. Anxiety symptoms were assessed at baseline and 1 year later. RESULTS Structural equation models indicated that anxiety symptoms exerted an indirect effect on the longitudinal associations between adolescent cigarette use and adult insomnia symptoms. Anxiety symptoms and cigarette use evidenced bidirectional associations during adolescence. CONCLUSIONS These results suggest that increases in anxiety symptoms characterized by physiological hyperarousal may be one mechanism whereby cigarette use during adolescence is associated with increased insomnia symptoms during early adulthood. Prevention efforts aimed at reducing cigarette use during adolescence may have long term additional benefits for anxiety symptoms and insomnia symptoms.
Collapse
|
13
|
Cloutier RM, Anderson KG, Kearns NT, Carey CN, Blumenthal H. An experimental investigation of peer rejection and social anxiety on alcohol and cannabis use willingness: Accounting for social contexts and use cues in the laboratory. Psychol Addict Behav 2021; 35:887-894. [PMID: 33914564 DOI: 10.1037/adb0000711] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Evidence suggests that social anxiety (SA) is a risk factor for problematic alcohol and cannabis use, particularly during states of social stress. Unfortunately, laboratory studies to date have overlooked decision-making mechanisms (e.g., use willingness) and contextual features of commonly used social stress tasks that may clarify what is driving these links. The current study begins to address this gap by testing the effects of SA and laboratory-induced peer rejection on acute alcohol and cannabis use willingness within a simulated party setting. METHOD 80 emerging adults (18-25 years; 70% women) endorsing lifetime alcohol and cannabis use were randomly assigned to experience rejection or neutral social cues. They rated their willingness to use alcohol and cannabis before and after cue exposure within the simulated party. A hierarchical regression tested the main and interaction effects of SA symptoms and experimental condition (Rejection vs. Neutral) on alcohol and cannabis use willingness, controlling for past-year use frequency and willingness to accept any offers (e.g., food and nonalcoholic drinks). RESULTS There were statistically significant main (but not interaction) effects of SA and experimental condition on cannabis use willingness. Higher SA and Rejection exposure were each associated with greater cannabis use willingness. There were neither main nor interaction effects on alcohol willingness. CONCLUSIONS Results suggest that elevated SA increases cannabis use willingness across social contexts, regardless of Rejection exposure, while Rejection exposure increases use willingness similarly across levels of SA. Together, findings reinforce the need to consider social-contextual factors and polysubstance use in laboratory settings. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
Collapse
|
14
|
Blumenthal H, Cloutier RM, Douglas ME, Kearns NT, Carey CN. Desire to drink as a function of laboratory-induced social stress among adolescents. J Behav Ther Exp Psychiatry 2021; 70:101617. [PMID: 32980586 PMCID: PMC8628538 DOI: 10.1016/j.jbtep.2020.101617] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2019] [Revised: 09/13/2020] [Accepted: 09/21/2020] [Indexed: 01/04/2023]
Abstract
BACKGROUND AND OBJECTIVES Research consistently demonstrates a link between social anxiety and alcohol-related problems; however, the majority of work has been retrospective, and conducted with adults. Despite an extensive literature highlighting coping-related motives as an underlying mechanism, real-time work presents mixed findings, and no published research has examined an adolescent sample using experimental psychopathology techniques. METHODS The current study tested whether (1) history of social anxiety symptoms positively correlated with alcohol-related cognitions following laboratory-induced social stress, (2) state anxiety was positively correlated with alcohol-related cognitions, and (3) whether the nature of the stressor (performance versus rejection) impacted the strength of identified relations, in a sample of community-recruited adolescents reporting recent alcohol use. Participants (n = 114; Mage = 16.01; 64% girls) were randomly assigned to either a performance- or rejection-oriented task. RESULTS Findings indicated that history of social anxiety symptoms was positively correlated with state anxiety elicited by both tasks. Further, history of social anxiety symptoms was not related to change in desire to drink, but was positively related to the belief that alcohol 'would make me feel better.' State anxiety was positively related to both desire to drink and relief outcome expectancies across both tasks. Finally, the nature of the task did not moderate responding. LIMITATIONS Single site, community sampling confines interpretations, and the tasks did not fully perform as expected. CONCLUSIONS Further study is needed; however, the current findings support the contention that socially-oriented distress may be a developmentally-relevant, malleable target for prevention efforts aimed at problematic alcohol use among adolescents.
Collapse
Affiliation(s)
- Heidemarie Blumenthal
- Department of Psychology, University of North Texas, 1155 Union Circle #311280, Denton, TX, 76203, United States.
| | - Renee M Cloutier
- Department of Psychology, University of North Texas, 1155 Union Circle #311280, Denton, TX, 76203, United States.
| | - Megan E Douglas
- Department of Psychology, University of North Texas, 1155 Union Circle #311280, Denton, TX, 76203, United States.
| | - Nathan T Kearns
- Department of Psychology, University of North Texas, 1155 Union Circle #311280, Denton, TX, 76203, United States.
| | - Caitlyn N Carey
- Department of Psychology, University of North Texas, 1155 Union Circle #311280, Denton, TX, 76203, United States.
| |
Collapse
|
15
|
Cloutier RM, Bilsky SA, Baxley C, Anderson KG, Blumenthal H. Development of the A-DISS rejection task to demonstrate the unique and overlapping affective features of social anxiety and depression. Cognit Ther Res 2021; 45:74-89. [PMID: 33776170 PMCID: PMC7992050 DOI: 10.1007/s10608-020-10152-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/04/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND Social anxiety (SA) and depression are prevalent, often comorbid disorders, associated with poor psychosocial functioning. Experimental psychopathology approaches can clarify the transdiagnostic mechanisms underlying these disorders, but most laboratory tasks are limited. We developed and validated the Audio-Dialogue Inductions of Social Stress (A-DISS) experimental task to model real-time rejection sensitivity in a realistic and developmentally relevant context. Participants are asked to imagine overhearing peers at a party talking badly about them (Rejection) or a teacher at their school (Neutral). METHODS Study 1 focused on identifying and refining stimuli that elicited relevant emotional responses for Rejection (e.g., increased anxiety) and Neutral (e.g., no emotional changes) conditions (N=48). Study 2 examined whether participants' SA and depression symptoms moderated the effects of A-DISS condition (N=52). RESULTS The Rejection condition elicited higher negative affect/lower positive affect while the Neutral condition sustained stable affect. Findings were consistent across gender and race/ethnicity. Moderation analyses were statistically significant; participants with elevated SA or depression reported feeling more rejected, insecure, and anxious after Rejection than those with below average symptoms. CONCLUSIONS Findings provide preliminary validation of a novel peer rejection task for research on understanding the affective experience of real-time rejection overall, especially for those with elevated SA and depression. SA and depression symptoms each uniquely moderating the effects of Rejection exposure on similar affective states, suggests individuals with SA or depression may benefit from interventions targeting specific reactions to rejection/stress and transdiagnostic risk factors.
Collapse
Affiliation(s)
- Renee M Cloutier
- Teen Stress and Alcohol Research Laboratory, Department of Psychology, University of North Texas, 1155 Union Circle #311280, Denton, TX 76203, United States of America
- The Methodology Center, The Pennsylvania State University, 423 Health and Human Development Building, University Park, PA 16802, United States of America (Present Address)
| | - Sarah A Bilsky
- Department of Psychology, The University of Mississippi, 302D Peabody Hall, University Park, MS, 38677
| | - Catherine Baxley
- Department of Psychology, Saint Louis University, 3700 Lindell Blvd, St. Louis, MO 63108, United States of America
| | - Kristen G Anderson
- Department of Psychology, Reed College, 3203 SE Woodstock Blvd. Portland, OR 97202
| | - Heidemarie Blumenthal
- Teen Stress and Alcohol Research Laboratory, Department of Psychology, University of North Texas, 1155 Union Circle #311280, Denton, TX 76203, United States of America
| |
Collapse
|
16
|
Guillot CR, Blackledge SM, Douglas ME, Cloutier RM, Liautaud MM, Pang RD, Kirkpatrick MG, Leventhal AM. Indirect Associations of Anxiety Sensitivity with Tobacco, Alcohol, and Other Drug Use Problems Through Emotional Disorder Symptoms in Adolescents. Behav Med 2020; 46:161-169. [PMID: 31039083 PMCID: PMC6821558 DOI: 10.1080/08964289.2019.1573797] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Theoretically, anxiety sensitivity-fear of anxiety symptoms-enhances perception of and emotional reactivity to autonomic arousal and mental distress, thereby increasing negative affect and motivation to use substances for negative reinforcement. Because no prior study of adolescents has tested if anxiety sensitivity is indirectly associated with substance use problems through symptoms of emotional disorders (i.e., disorders involving high levels of negative affect), the current cross-sectional study examined this theoretical pathway. Participants included ninth-grade students from 10 different high schools in the Los Angeles metropolitan area (N = 3005; 54.3% female). Self-report measures of anxiety sensitivity, emotional disorder symptoms, tobacco dependence, and alcohol and other drug problems were administered. Controlling for sex, race/ethnicity, parental education, school, and impulsiveness, we tested the associations of anxiety sensitivity with tobacco, alcohol, and other drug use problems as well as the indirect effects of anxiety sensitivity on each domain of substance use problems through emotional disorder symptoms. Anxiety sensitivity was associated with more severe tobacco dependence and greater alcohol problems and other drug problems, and anxiety sensitivity further was indirectly associated with all three domains of substance use problems through emotional disorder symptoms. Current findings suggest that adolescents high in anxiety sensitivity tend to experience emotional disorder symptoms, which may increase risk for substance use problems. Interventions that target anxiety sensitivity and enhance negative-affect coping skills may assist in preventing and reducing adolescent substance use problems.
Collapse
Affiliation(s)
- Casey R. Guillot
- Department of Psychology, University of North Texas, Denton, TX,Corresponding author: Casey Guillot, PhD, University of North Texas, Department of Psychology, 1155 Union Circle #311280, Denton, TX 76203-5017; Tel: 1-940-369-8426; Fax: 1-940-565-4682;
| | - Sabrina M. Blackledge
- Department of Psychiatry, The University of Texas Health Science Center at San Antonio
| | | | | | - Madalyn M. Liautaud
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA
| | - Raina D. Pang
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA
| | | | - Adam M. Leventhal
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA,Department of Psychology, University of California, Los Angeles, CA
| |
Collapse
|
17
|
Bilsky SA, Cloutier RM, Guillot CR, Bynion TM, Lewis SF. Relations Between Parental Distress Intolerance, Adolescent Motives for Cigarette Use, and Adolescent Cigarette Smoking Levels. Subst Use Misuse 2019; 54:2207-2217. [PMID: 31299868 PMCID: PMC6849207 DOI: 10.1080/10826084.2019.1638937] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Background: A relatively large body of evidence indicates that coping motives for cigarette smoking are associated with a number of problematic outcomes (e.g., greater smoking frequency) among adolescents. Evidence also indicates that lower distress tolerance (or higher distress intolerance) is related to higher levels of coping motives for cigarette smoking among adults and adolescents. Therefore, it is critical to improve our understanding of factors that may increase the likelihood of smoking to cope among adolescents. In addition, evidence suggests that a number of parenting behaviors may affect adolescent smoking behavior. No work to date, however, has examined the relation between parental distress intolerance and adolescent smoking motives, or adolescent smoking behavior. Objective/methods: The current study involving adolescents (n = 46) and one of their parents aimed to address this gap in the literature by examining the association between parent-reported parental distress intolerance, self-reported adolescent motives for cigarette use, and self-reported adolescent cigarette smoking levels. Results: Results indicated that parental distress intolerance was related to greater adolescent coping motives for cigarette smoking, but not to other motives for adolescent cigarette use. Furthermore, results indicated that parental distress intolerance was indirectly associated with higher adolescent cigarette smoking levels through adolescent coping motives for cigarette smoking. Conclusions: Parental distress intolerance is associated with coping motives for adolescent cigarette smoking. This suggests parental emotional factors may be associated with adolescent cigarette use.
Collapse
Affiliation(s)
- Sarah A. Bilsky
- Department of Psychological Science, University of Arkansas, Fayetteville, AR, USA
| | - Renee M. Cloutier
- Department of Psychology, University of North Texas, Denton, TX, USA
| | - Casey R. Guillot
- Department of Psychology, University of North Texas, Denton, TX, USA
| | - Teah M. Bynion
- Department of Psychological Science, University of Arkansas, Fayetteville, AR, USA
| | - Sarah F. Lewis
- Center for Research, Assessment, and Treatment Efficacy (CReATE), Asheville, NC, USA
| |
Collapse
|
18
|
Cloutier RM, Blumenthal H, Trim RS, Douglas ME, Anderson KG. Real-time social stress response and subsequent alcohol use initiation among female adolescents. Psychol Addict Behav 2019; 33:254-265. [PMID: 30869921 PMCID: PMC6483836 DOI: 10.1037/adb0000454] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Adolescents who are particularly sensitive to social stress may be vulnerable to earlier alcohol consumption and related problems. Although a small literature supports this contention, previous studies mostly relied on retrospective self-report. The current study used discrete-time survival analysis (DTSA) to test whether real-time social stress responding (via laboratory induction) and social anxiety symptoms predicted 12-month alcohol onset in an alcohol-naïve sample of young female adolescents. Anxiety elicited by the task was expected to predict greater and earlier rates of alcohol incidence, particularly among girls with higher levels of self-reported social anxiety symptoms. Participants were 104 community-recruited girls (ages 12-15 years) who completed a modified Trier Social Stress Test and questionnaires; follow-up calls were conducted at 3, 6, 9, and 12 months after the laboratory visit. Self-reported anxiety was assessed in response to the stressor following acclimation (baseline), instruction (anticipation), and speech (posttask). By 12 months, 30.8% of the sample had consumed a full alcoholic beverage. The DTSA revealed that girls with higher levels of social anxiety and greater elevations in anticipatory (but not posttask) anxiety compared to baseline had earlier alcohol initiation. This is the first study to examine the role of both laboratory-induced anxious responding and retrospective reports of social anxiety as prospective predictors of alcohol incidence. These preliminary findings suggest that adolescent girls who are more sensitive to social stress may be at risk for experimenting with alcohol earlier than their peers. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
Collapse
Affiliation(s)
- Renee M Cloutier
- Teen Stress and Alcohol Research Laboratory, Department of Psychology, University of North Texas
| | - Heidemarie Blumenthal
- Teen Stress and Alcohol Research Laboratory, Department of Psychology, University of North Texas
| | - Ryan S Trim
- Department of Psychiatry, University of California San Diego
| | | | | |
Collapse
|
19
|
Kearns NT, Cloutier RM, Carey C, Contractor AA, Blumenthal H. Alcohol and Marijuana Polysubstance Use: Comparison of PTSD Symptom Endorsement and Severity Patterns. Cannabis 2019; 2:39-52. [PMID: 33870105 PMCID: PMC8048151 DOI: 10.26828/cannabis.2019.01.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
A growing body of work links posttraumatic stress disorder (PTSD) symptoms and substance use. Unfortunately, much of the literature has examined associations in isolation (e.g., alcohol only). Failure to account for simultaneous or concurrent substance use may limit conclusions that can be drawn from existing research, including the extent to which specific substances contribute differentially to PTSD symptom patterns. The current study examined differences in PTSD symptom profiles between individuals using one or both of the most commonly co-administered psychoactive substances – alcohol and marijuana. Trauma-exposed participants (N = 533; Mage = 21.15) comprised two mutually-exclusive groups: past-month alcohol-only use (n = 334) or past-month alcohol and marijuana use (n = 199). Cluster-level and symptom-level profile analyses evaluated mean differences and shape (parallelism) of PTSD symptom severity profiles between the groups. Follow-up analyses examined symptom-specific difference in PTSD symptom endorsement and severity. Overall, individuals using marijuana and alcohol evidenced greater PTSD negative cognition (30.8% greater) and hyperarousal (26.4% greater) symptom severity. Alcohol and marijuana users were more likely to endorse, and report greater severity of, mood-related PTSD negative cognition symptoms (e.g., anhedonia, negative affect) and externalizing hyperarousal symptom (e.g., irritability/aggression, risky behaviors) than alcohol-only users. Findings highlight important PTSD differences between individuals that are often lumped into homogenous categories of isolated substance users. Findings provide preliminary support for an ‘additive’ self-medication model between PTSD and polysubstance use. Lastly, findings indicate that mood-related negative cognition symptoms and externalizing hyperarousal symptoms may be important targets for PTSD-polysubstance use intervention.
Collapse
Affiliation(s)
- Nathan T Kearns
- Department of Psychology, University of North Texas, Denton, TX, USA
| | - Renee M Cloutier
- Department of Psychology, University of North Texas, Denton, TX, USA
| | - Caitlyn Carey
- Department of Psychology, University of North Texas, Denton, TX, USA
| | | | | |
Collapse
|
20
|
Cloutier RM, Zamboanga BL, Kearns N, Guillot CR, Blumenthal H. Associations of perceived drinking motives of parents and friends on adolescents' own drinking motives. Appl Dev Sci 2019; 25:83-94. [PMID: 33488048 PMCID: PMC7821700 DOI: 10.1080/10888691.2018.1537792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Adolescents form perceptions of why their parents and friends drink alcohol that may impact adolescents' own drinking motives. This study tested whether perceived drinking motives of parents and friends are associated with adolescents' own drinking motives. Participants included community-recruited adolescents 14-17 years (N = 105; 63.8% female) who drank alcohol in the past year. Perceived parent and friend motives both related to adolescent drinking motives at the bivariate level; however, only friend motives remained statistically significant in the final hierarchical regression models controlling for relevant covariates (e.g., alcohol frequency). Findings support a social-cognitive modeling pathway in the development of adolescents' own drinking motives and highlight the perception of why others drink as a potential intervention target.
Collapse
|
21
|
Blumenthal H, Taylor DJ, Cloutier RM, Baxley C, Lasslett H. The Links Between Social Anxiety Disorder, Insomnia Symptoms, and Alcohol Use Disorders: Findings From a Large Sample of Adolescents in the United States. Behav Ther 2019; 50:50-59. [PMID: 30661566 DOI: 10.1016/j.beth.2018.03.010] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2017] [Revised: 03/16/2018] [Accepted: 03/19/2018] [Indexed: 11/19/2022]
Abstract
Social anxiety disorder (SAD) is associated with increased risk of developing an alcohol use disorder (AUD). Most of the current literature has focused on the role of acute stress responding in this relation; however, both SAD and AUDs also are linked to insomnia symptoms (i.e., difficulty falling or staying asleep). As adolescence is a sensitive period for the onset of these disorders, the present study examined if insomnia symptoms might partially account for the SAD-AUD link in a large sample of adolescents. Data from the National Comorbidity Survey-Adolescent Supplement were examined. Participants (N = 10,140) completed interviews to assess past 12-month SAD and AUD diagnostic status as well as insomnia symptoms. Analyses tested whether insomnia symptoms accounted for a significant proportion of the SAD-AUD relation. Results indicated that insomnia symptoms were positively related to both SAD and AUD status, and the relation between SAD and AUD status was significantly reduced when insomnia symptoms were included in the model. Findings remained significant after controlling for the effects of age, gender, posttraumatic stress disorder, major depressive disorder, and other drug dependence status. Experimental examination and intensive longitudinal assessment of these relationships are needed before strong conclusions can be inferred about causality and temporal relationships. The current findings do indicate insomnia may be an important indirect and stigma-free treatment target to address in prevention and treatment efforts for SAD, AUDs, and their co-occurrence.
Collapse
|
22
|
Abstract
Background: Given that marijuana use is often associated with detrimental physical and mental health problems, research examining motives for its use is critical for effective remedial and preventive treatment. To date, the majority of research on marijuana use motives has used variable-centered analyses, which overlooks potentially meaningful heterogeneous response patterns and the associations of those patterns with other risk/protective factors. Methods: To address this gap, in the current study, we conducted a person-centered analysis (latent profile analysis) to identify subgroups of participants based on endorsed marijuana use motives, and examined the construct validity of the optimal class solution (covariates included sociodemographic (e.g., age), psychiatric (e.g., depression), and marijuana-use indices (e.g., use-frequency, use-related problems). Participants were 898 college students (Mage = 20.93, SDage = 3.10; 68.9% female) who completed an anonymous online survey examining substance use and psychological well-being, were 18 years or older, and endorsed lifetime marijuana use. Data were collected November 2016 through February 2018. Results: Results identified four unique classes of coping, conformity, social, and enhancement marijuana use motives: (a) "Low Motives" (37.6%), (b) "High Conformity" (4.9%), (c) "Low Conformity" (45.8%), and (d) "High Motives" (11.7%). In terms of covariates, higher motive classes tended to report more frequent and problematic use. The two classes uniquely characterized by conformity motives only differed on past-month marijuana use frequency. Conclusions/Importance: The current findings provide evidence that specific classes of motives were not only associated with marijuana use frequency and problems but other risk and protective factors, such as anxiety sensitivity and social support.
Collapse
Affiliation(s)
- Renee M Cloutier
- a Department of Psychology , University of North Texas , Denton , Texas , USA
| | - Nathan T Kearns
- a Department of Psychology , University of North Texas , Denton , Texas , USA
| | - Ashley A Knapp
- b Department of Preventive Medicine, Center for Behavioral Intervention Technologies , Northwestern University , Chicago , Illinois , USA
| | - Ateka A Contractor
- a Department of Psychology , University of North Texas , Denton , Texas , USA
| | | |
Collapse
|
23
|
Cloutier RM, Schuler KL, Kearns N, Ruggero CJ, Lewis SF, Blumenthal H. Posttraumatic stress severity is associated with coping motives for alcohol use among in-patient and community recruited adolescents. Anxiety Stress Coping 2018; 31:500-513. [PMID: 29996679 PMCID: PMC6289047 DOI: 10.1080/10615806.2018.1498278] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2017] [Revised: 05/31/2018] [Accepted: 06/10/2018] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND OBJECTIVES A growing body of work suggests individuals with more severe post-traumatic stress symptoms (PTSS) are at higher risk for developing problematic alcohol use outcomes. Extending work from the adult literature, the present study was the first to examine the extent to which PTSS is related to drinking motives for alcohol use in both clinical and non-clinical samples of adolescents. DESIGN Hierarchical regression analyses were used to predict coping motives for alcohol use from PTSS, above and beyond demographic variables, alcohol use frequency, and other alcohol use motives. METHODS Trauma-exposed adolescents before entering treatment (Sample 1 n = 41) and recruited from the local community (Sample 2 n = 55) self-reported on PTSS and alcohol use motives. RESULTS PTSS positively predicted coping motives for alcohol use after controlling for age, gender, and alcohol use frequency. CONCLUSIONS The current study highlights the need to consider both PTSS severity, as well as underlying cognitive mechanisms (e.g., motives), to better understand the etiology of problematic alcohol use among trauma-exposed youth. Future work focused on clarifying the trajectory of alcohol use motives and problems as a function of PTSS is needed.
Collapse
Affiliation(s)
- Renee M. Cloutier
- Department of Psychology, University of North Texas, Denton, TX, United States of America
| | - Keke L. Schuler
- Department of Psychology, University of North Texas, Denton, TX, United States of America
| | - Nathan Kearns
- Department of Psychology, University of North Texas, Denton, TX, United States of America
| | - Camilo J. Ruggero
- Department of Psychology, University of North Texas, Denton, TX, United States of America
| | - Sarah F. Lewis
- Center for Research, Assessment, and Treatment Efficacy (CReATE); Asheville, NC
| | - Heidemarie Blumenthal
- Department of Psychology, University of North Texas, Denton, TX, United States of America
| |
Collapse
|
24
|
Bilsky SA, Cloutier RM, Bynion TM, Feldner MT, Leen-Feldner EW. An experimental test of the impact of adolescent anxiety on parental sick role reinforcement behavior. Behav Res Ther 2018; 109:37-48. [PMID: 30096451 DOI: 10.1016/j.brat.2018.07.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Revised: 07/14/2018] [Accepted: 07/30/2018] [Indexed: 11/15/2022]
Abstract
A large body of work links parental sick role reinforcement behavior to adolescent panic vulnerability. To date, however, little work has examined the role of the adolescent in this process. The current study addressed this gap in the literature, using a novel method to experimentally test the impact of adolescent anxiety during a straw-breathing task on parental propensity to engage in sick role reinforcement behavior. An unselected sample of 51 early adolescents (26 female, 10-14 years) and their parents participated in the study. Adolescents were trained to mimic a straw-breathing task, and adolescent reactions to the task were scripted. Parents were randomly assigned to watch their adolescent react either a) anxiously or b) non-anxiously to the straw-breathing task. Parents who viewed their adolescent react anxiously ended the task earlier, reported that they would reinforce more sick role behavior, and reported more negatively valenced reactions during the task than parents who viewed their adolescent react non-anxiously to the task. No group differences emerged in terms of parental self-reported or physiological arousal during the task. Results suggest that adolescent anxiety increases parental sick role reinforcement behavior. Findings are discussed in terms of future directions for reducing parenting behaviors thought to increase vulnerability for panic among adolescents.
Collapse
Affiliation(s)
- Sarah A Bilsky
- Department of Psychological Science, University of Arkansas, Fayetteville, AR, United States.
| | - Renee M Cloutier
- Department of Psychology, University of North Texas, Denton, TX, United States
| | - Teah-Marie Bynion
- Department of Psychological Science, University of Arkansas, Fayetteville, AR, United States
| | - Matthew T Feldner
- Department of Psychological Science, University of Arkansas, Fayetteville, AR, United States; Laureate Institute for Brain Research, Tulsa, OK, United States
| | - Ellen W Leen-Feldner
- Department of Psychological Science, University of Arkansas, Fayetteville, AR, United States.
| |
Collapse
|
25
|
Kearns NT, Blumenthal H, Natesan P, Zamboanga BL, Ham LS, Cloutier RM. Development and initial psychometric validation of the Brief-Caffeine Expectancy Questionnaire (B-CaffEQ). Psychol Assess 2018; 30:1597-1611. [PMID: 29927303 DOI: 10.1037/pas0000614] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Caffeine is the most widely available and consumed psychoactive substance in the United States. Extant work indicates that across substances, use expectancies play a marked role in the development and maintenance of consumption patterns. Despite a burgeoning line of etiological and intervention-oriented research focused on expectancies (e.g., alcohol), there is a limited literature regarding caffeine use effect expectancies, specifically. To facilitate this work, the Caffeine Expectancy Questionnaire (CaffEQ) was developed and psychometrically validated; however, the length of the CaffEQ (i.e., 47 items) may hinder widespread adoption of this tool. As such, the current study provides an initial psychometric validation of a brief, 20-item version-the Brief-Caffeine Expectancy Questionnaire (B-CaffEQ)-in a multiethnic sample of undergraduate students (N = 975). Results showed that the B-CaffEQ replicated the 7-factor structure of the original CaffEQ using both constrained (confirmatory factor analysis) and less constrained (exploratory structural equation modeling) structural models and evidenced good internal consistency across subscales. The B-CaffEQ also demonstrated concurrent validity with caffeine use frequency indices, replicated and extended convergent validity between caffeine expectancy subscales and related behavioral and psychological constructs, and demonstrated discriminant validity with other related, but notably distinct, stimulant use metrics (e.g., cocaine, Ritalin). Lastly, the B-CaffEQ appears to provide an invariant measure of expectancies across types of caffeine users. These findings indicate that the B-CaffEQ is a reliable assessment of caffeine use effect expectancies, with acceptable-to-good psychometric properties-comparable in length to other substance use expectancies measures-that may be more readily incorporated into research and clinical settings. (PsycINFO Database Record (c) 2018 APA, all rights reserved).
Collapse
|
26
|
Strickland JC, Cloutier RM, Ecker AH, Buckner JD. Advances in psychological research on marijuana. Translational Issues in Psychological Science 2018. [DOI: 10.1037/tps0000152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
|
27
|
Kearns NT, Villarreal D, Cloutier RM, Baxley C, Carey C, Blumenthal H. Perceived control of anxiety as a moderator in the relationship between anxiety sensitivity and problematic alcohol use among adolescents. J Adolesc 2017; 63:41-50. [PMID: 29272766 DOI: 10.1016/j.adolescence.2017.12.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2017] [Revised: 12/10/2017] [Accepted: 12/13/2017] [Indexed: 12/17/2022]
Abstract
The current study examined perceived control over anxiety as a moderator in the relationship between AS and (1) alcohol use frequency and (2) binge drinking frequency among 80 community-recruited adolescents (Mage = 15.40; 40% female). Eighty-five percent of adolescents reported consuming an alcohol beverage, while 39.5% reported binge drinking. Results indicated significant interactions between AS and perceived control. More specifically, when perceived control was low, higher anxiety sensitivity was related to increased frequency of alcohol use days, but not with binge drinking days. Alternatively, when perceived control over anxiety was high, elevated anxiety sensitivity was associated with a decreased in binge drinking days, but not with alcohol use days. Findings suggest that influence of perceived control over anxiety may be another important, malleable factor that should be considered in future etiological and intervention-oriented work targeting anxiety sensitivity and alcohol misuse among adolescence.
Collapse
Affiliation(s)
- Nathan T Kearns
- University of North Texas, 1155 Union Cir, Denton, TX 76203, USA.
| | - Deyaun Villarreal
- University of Texas at Dallas, 800 W Campbell Rd, Richardson, TX 75080, USA
| | - Renee M Cloutier
- University of North Texas, 1155 Union Cir, Denton, TX 76203, USA
| | - Catherine Baxley
- Saint Louis University, 1 N Grand Blvd, St. Louis, MO 63103, USA
| | - Caitlyn Carey
- University of North Texas, 1155 Union Cir, Denton, TX 76203, USA
| | | |
Collapse
|
28
|
Blumenthal H, Ham LS, Cloutier RM, Bacon AK, Douglas ME. Social anxiety, disengagement coping, and alcohol-use behaviors among adolescents. Anxiety Stress Coping 2016; 29:432-46. [PMID: 26235528 PMCID: PMC4751071 DOI: 10.1080/10615806.2015.1058366] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
BACKGROUND AND OBJECTIVES Although research indicates that social anxiety (SA) is associated with problematic drinking, few studies have examined these relations among adolescents, and all alcohol-related assessments have been retrospective. Socially anxious youth may be at risk to drink in an effort to manage negative affectivity, and a proclivity toward disengagement coping (e.g. avoidance of aversive stimuli) may enhance the desire to drink and learning of coping-related use. DESIGN Adding to research addressing adolescent SA and alcohol use, the current study examined (1) proportional drinking motives (subscale scores divided by the sum of all subscales), (2) current desire to drink in a socially relevant environment (introduction to research laboratory), and (3) the indirect effect of retrospectively reported disengagement in social stress contexts on proportional coping motives and desire to drink. METHOD Participants were 70 community-recruited adolescents who reported recent alcohol use. Level of SA, disengagement coping, drinking motives, and desire to drink following laboratory introduction were assessed. RESULTS Proclivity toward disengagement in prior socially stressful contexts accounted for significant variance in the positive relations between SA and both proportional coping motives and current desire to drink. CONCLUSIONS These data complement existing work. Continued efforts in building developmentally sensitive models of alcohol use are needed.
Collapse
Affiliation(s)
- Heidemarie Blumenthal
- Department of Psychology, University of North Texas, Denton, USA, 1155 Union Circle #311280, Denton TX 76201
| | - Lindsay S. Ham
- Department of Psychological Science, University of Arkansas, Fayetteville, USA, 216 Memorial Hall, Fayetteville AR 72701
| | - Renee M. Cloutier
- Department of Psychology, University of North Texas, Denton, USA, 1155 Union Circle #311280, Denton TX 76201
| | - Amy K. Bacon
- Department of Psychology, Bradley University, Peoria, USA, 1501 W. Bradley Ave, Peoria IL 61625
| | - Megan E. Douglas
- Department of Psychology, University of North Texas, Denton, USA, 1155 Union Circle #311280, Denton TX 76201
| |
Collapse
|
29
|
Abstract
Marijuana and nicotine are two of the most widely used substances among adolescents in the United States. Symptoms of social anxiety (SA) typically emerge during early adolescence, and elevated levels are associated with increased substance-related problems despite inconsistent links to frequency of use. Substance use motives, and in particular coping motives, have been found to play an important role in understanding the heightened risk for use problems among those with elevated SA. Importantly, work to date has been conducted almost exclusively with adult samples; thus the current study examined whether similar patterns would emerge among adolescents. The current project included 56 community-recruited adolescents (ages 12-17 years; 41% girls) with a positive history of lifetime marijuana and cigarette use. Consistent with the adult literature, SA was not positively associated with frequency of use across either substance. Further, SA was positively associated with conformity use motives and unrelated to social or enhancement motives for both substances. Unexpectedly, SA was unrelated to coping use motives for either marijuana or cigarettes. These preliminary data highlight the need for future research designed to forward developmentally sensitive models of substance use behaviors and etiology.
Collapse
Affiliation(s)
| | | | - Emily R Mischel
- b Psychology, University of Arkansas , Fayette ville , Arkansas , USA
| |
Collapse
|