1
|
Kim C, Dusing GJ, Nielsen A, MacMaster FP, Rittenbach K, Allin S, O'Campo P, Penney TL, Hamilton HA, Kirst M, Chum A. Disparities in cannabis-related emergency department visits across depressed and non-depressed individuals and the impact of recreational cannabis policy in Ontario, Canada. Psychol Med 2023; 53:7127-7137. [PMID: 37345465 PMCID: PMC10719623 DOI: 10.1017/s0033291723000569] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 01/23/2023] [Accepted: 02/16/2023] [Indexed: 06/23/2023]
Abstract
BACKGROUND Recreational cannabis policies are being considered in many jurisdictions internationally. Given that cannabis use is more prevalent among people with depression, legalisation may lead to more adverse events in this population. Cannabis legalisation in Canada included the legalisation of flower and herbs (phase 1) in October 2018, and the deregulation of cannabis edibles one year later (phase 2). This study investigated disparities in cannabis-related emergency department (ED) visits in depressed and non-depressed individuals in each phase. METHODS Using administrative data, we identified all adults diagnosed with depression 60 months prior to legalisation (n = 929 844). A non-depressed comparison group was identified using propensity score matching. We compared the pre-post policy differences in cannabis-related ED-visits in depressed individuals v. matched (and unmatched) non-depressed individuals. RESULTS In the matched sample (i.e. comparison with non-depressed people similar to the depressed group), people with depression had approximately four times higher risk of cannabis-related ED-visits relative to the non-depressed over the entire period. Phases 1 and 2 were not associated with any changes in the matched depressed and non-depressed groups. In the unmatched sample (i.e. comparison with the non-depressed general population), the disparity between individuals with and without depression is greater. While phase 1 was associated with an immediate increase in ED-visits among the general population, phase 2 was not associated with any changes in the unmatched depressed and non-depressed groups. CONCLUSIONS Depression is a risk factor for cannabis-related ED-visits. Cannabis legalisation did not further elevate the risk among individuals diagnosed with depression.
Collapse
Affiliation(s)
- Chungah Kim
- Faculty of Health, York University, School of Kinesiology and Health Science, Toronto, Ontario, Canada
| | - Gabriel John Dusing
- Faculty of Health, York University, School of Kinesiology and Health Science, Toronto, Ontario, Canada
| | - Andrew Nielsen
- Canadian Institute for Health Information, Toronto, Ontario, Canada
| | - Frank P. MacMaster
- University of Calgary, Cumming School of Medicine, Calgary, Alberta, Canada
| | - Katherine Rittenbach
- Faculty of Medicine & Dentistry, Psychiatry Department, University of Alberta, Edmonton, Alberta
| | - Sara Allin
- University of Toronto, Dalla Lana School of Public Health, Toronto, Ontario
| | - Patricia O'Campo
- St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
| | - Tarra L. Penney
- Faculty of Health, York University, School of Kinesiology and Health Science, Toronto, Ontario, Canada
| | | | - Maritt Kirst
- Department of Psychology, Wilfrid Laurier University, Waterloo, Ontario, Canada
| | - Antony Chum
- Faculty of Health, York University, School of Kinesiology and Health Science, Toronto, Ontario, Canada
- University of Toronto, Dalla Lana School of Public Health, Toronto, Ontario
- St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
| |
Collapse
|
2
|
Jellinek M, Bergmann P, Holcomb JM, Riobueno-Naylor A, Dutta A, Haile H, Sturner R, Howard B, Murphy JM. Recognizing Adolescent Depression with Parent- and Youth-Report Screens in Pediatric Primary Care. J Pediatr 2021; 233:220-226.e1. [PMID: 33548264 DOI: 10.1016/j.jpeds.2021.01.069] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 01/12/2021] [Accepted: 01/28/2021] [Indexed: 11/25/2022]
Abstract
OBJECTIVES To compare the use of the parent-report Pediatric Symptom Checklist (PSC-17P) and youth-report Patient Health Questionnaire-9 Modified for Teens (PHQ-9M) in compliance with recent quality standards for adolescent depression screening. STUDY DESIGN Parents of 5411 pediatric outpatients (11.0-17.9 years old) completed the PSC-17P, which contains scales that assign categorical risk for overall (PSC-17P-OVR), internalizing (PSC-17P-INT), externalizing (PSC-17P-EXT), and attention (PSC-17P-ATT) problems. Adolescents completed the PHQ-9M, which assesses depressive symptoms. Both forms were completed online within 24 hours of each other before pediatric well-child visits. RESULTS A total of 9.9% of patients (n = 535) were at risk on the PSC-17P-OVR, 14.3% (n = 775) were at risk on the PSC-17P-INT, and 17.0% (n = 992) were at risk on either or both scales (PSC-17P-OVR and/or PSC-17P-INT). Using the PHQ-9M cut-off score of 10 (moderate-very severe depression), an additional 2.4% (n = 131) were classified as at risk, with 66.8% (n = 263) of all PHQ-9M positives (n = 394) also coded as at risk by the PSC-17P-OVR and/or PSC-17P-INT scales. Using a PHQ-9M cut-off score of 15 (severe-very severe depression), only 29 patients (21.8% of the PHQ-9M positives) not identified by the PSC-17P-OVR and/or PSC-17P-INT were classified as being at risk. CONCLUSIONS The combined PSC-17P-OVR and/or PSC-17P-INT scales identified 17% of adolescents as at risk for depression, including about two-thirds to three-quarters of adolescents classified as at risk on the PHQ-9M. These findings support using the PSC-17P to meet quality standards for depression as well as overall screening in pediatrics. Primary care clinicians can add the PHQ-9M to identify additional adolescents who may self-report depressive symptoms.
Collapse
Affiliation(s)
- Michael Jellinek
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA; Department of Psychiatry, Harvard Medical School, Boston, MA; Department of Pediatrics, Harvard Medical School, Boston, MA
| | | | - Juliana M Holcomb
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA
| | - Alexa Riobueno-Naylor
- Department of Counseling, Developmental, and Educational Psychology, Lynch School of Education and Human Development, Boston College, Boston, MA
| | - Anamika Dutta
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA
| | - Haregnesh Haile
- Department of Psychology, The Catholic University of America, Washington, DC
| | - Raymond Sturner
- Department of Pediatrics, The John Hopkins University School of Medicine, Baltimore, MD; Center for Promotion of Child Development through Primary Care, Baltimore, MD
| | - Barbara Howard
- Department of Pediatrics, The John Hopkins University School of Medicine, Baltimore, MD; Total Child Health, Baltimore, MD
| | - J Michael Murphy
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA; Department of Psychiatry, Harvard Medical School, Boston, MA.
| |
Collapse
|
3
|
Chauhan S, Srivastava S, Kumar P, Patel R, T. M, Dhillon P. Interaction of substance use with physical activity and its effect on depressive symptoms among adolescents. JOURNAL OF SUBSTANCE USE 2020. [DOI: 10.1080/14659891.2020.1851411] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
- Shekhar Chauhan
- Department of Population Policies and Programmes, International Institute for Population Sciences, Mumbai, India
| | - Shobhit Srivastava
- Department of Mathematical Demography and Statistics, International Institute for Population Sciences, Mumbai, India
| | - Pradeep Kumar
- Department of Mathematical Demography and Statistics, International Institute for Population Sciences, Mumbai, India
| | - Ratna Patel
- Department of Public Health and Mortality Studies, International Institute for Population Sciences, Mumbai, India
| | - Muhammad T.
- Department of Population Policies and Programmes, International Institute for Population Sciences, Mumbai, India
| | - Preeti Dhillon
- Department of Mathematical Demography and Statistics, International Institute for Population Sciences, Mumbai, India
| |
Collapse
|
4
|
Thomas SA, Brick LA, Micalizzi L, Wolff JC, Frazier EA, Graves H, Esposito-Smythers C, Spirito A. Parent-adolescent relationship characteristics and adolescent cannabis use: A growth curve analysis. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2020; 46:659-669. [PMID: 32931332 DOI: 10.1080/00952990.2020.1789159] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Background: Adolescent cannabis misuse may be associated with serious academic, conduct, and health problems. Identifying factors associated with adolescent cannabis misuse over time may provide insight to address these factors in interventions. Parent-adolescent relationship characteristics (i.e., attachment, discipline) have been linked to adolescent cannabis misuse and may be important factors to study. Objectives: We investigated time-varying associations between parent-adolescent relationship domains and weekly adolescent-reported cannabis misuse. We hypothesized that during times when parents reported less positive aspects of their relationship with their adolescents, adolescents would report higher levels of cannabis misuse. Methods: Data were drawn from a community clinic treatment study for adolescents with substance use and co-occurring psychiatric disorders (n=110; average age=15.71; 57.3% male). Latent growth modeling with time-varying predictors (parent-adolescent relationship characteristics) was used to examine if the associations between adolescent cannabis misuse and relational frustration, discipline, and attachment varied across the study period (baseline, 3-, 6-, and 12-months). Results: Weekly cannabis misuse significantly increased over time, even after accounting for parental relationship characteristics. When parents rated higher levels of relational frustration relative to their average level of frustration, adolescents reported higher cannabis misuse at all study periods except 12-month follow-up. Conclusion: Results support the importance of considering how specific aspects of the parentadolescent relationship, in this case elevated parental frustration, are associated with adolescent cannabis misuse during treatment and after its completion. Findings suggest parental relationship frustration is a key factor to assess and address within individually tailored interventions for co-occurring cannabis misuse and psychiatric disorders.
Collapse
Affiliation(s)
- Sarah A Thomas
- Bradley Hasbro Children's Research Center , Providence, RI, USA.,Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University , Providence, RI, USA
| | - Leslie Ann Brick
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University , Providence, RI, USA
| | - Lauren Micalizzi
- Center for Alcohol and Addiction Studies, Brown University , Providence, RI, USA.,Department of Psychology, University of Saint Joseph , West Hartford, CT, USA
| | - Jennifer C Wolff
- Bradley Hasbro Children's Research Center , Providence, RI, USA.,Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University , Providence, RI, USA
| | - Elisabeth A Frazier
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University , Providence, RI, USA
| | - Hannah Graves
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University , Providence, RI, USA
| | | | - Anthony Spirito
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University , Providence, RI, USA
| |
Collapse
|
5
|
Wasil AR, Venturo-Conerly KE, Shinde S, Patel V, Jones PJ. Applying network analysis to understand depression and substance use in Indian adolescents. J Affect Disord 2020; 265:278-286. [PMID: 32090752 DOI: 10.1016/j.jad.2020.01.025] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 11/14/2019] [Accepted: 01/05/2020] [Indexed: 12/13/2022]
Abstract
INTRODUCTION Network analysis has been used to better understand relationships between depressive symptoms. Existing work has rarely examined networks of adolescents or individuals in non-western countries. METHODS We used data from 13,035 adolescents (52.5% male; Mage=13.8) from Bihar, a low-resource state in India. Depression was measured using the Patient Health Questionnaire-9, and substance use was measured using a questionnaire adapted from the World Health Organization. We modeled a network of depressive symptoms and a network examining connections between depressive symptoms and substance use. RESULTS The most commonly reported depressive symptoms were sleep problems, poor appetite, and low energy. In the depression network, feeling like a failure and sad mood were the most central symptoms, and somatic symptoms clustered together. To our surprise, depressive symptoms were only weakly associated with substance use. LIMITATIONS Our study uses cross-sectional data, which are not sufficient to draw causal inferences about the relationships between symptoms. Additionally, we used an exploratory data-driven approach, and we did not pose a priori hypotheses about the relationships between symptoms. DISCUSSION Our findings suggest that feelings like a failure and sad mood are highly central symptoms in Indian adolescents; future research may examine if these symptoms are strong targets for intervention. Sad mood has commonly been identified as a central symptom of depression in western samples, while feeling like a failure has not. We offer avenues for future research, illustrating how network analysis may enhance our ability to understand, prevent, and treat psychopathology in LMICs.
Collapse
Affiliation(s)
- Akash R Wasil
- Department of Psychology, Harvard University, United States; Department of Psychology, University of Pennsylvania, United States
| | | | | | - Vikram Patel
- Department of Global Health and Social Medicine, Harvard Medical School, United States; Sangath, Goa, India
| | - Payton J Jones
- Department of Psychology, Harvard University, United States
| |
Collapse
|
6
|
[The Association Between Illicit Drug Use, Borderline Personality Disorder and Depression in a Help-Seeking Sample of Adolescents]. Prax Kinderpsychol Kinderpsychiatr 2020; 69:126-140. [PMID: 32114950 DOI: 10.13109/prkk.2020.69.2.126] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
The Association Between Illicit Drug Use, Borderline Personality Disorder and Depression in a Help-Seeking Sample of Adolescents Risk-taking behavior is a common phenomenon in adolescence. Even prevalence rates for illicit drug use are considerably high in youth and associated with a range of psychiatric disorders, especially depression and Borderline Personality Disorder (BPD). However, there is a lack of data investigating differences in psychopathology between different substance user groups. Therefore, aim of the study was to investigate occurrence of depression and BPD symptoms in different drug risk groups (no use vs. occasional use vs. frequent use). Further aim of the study was to examine risk profiles regarding single BPD criteria. Data of n = 347 adolescents (81.7 % female, mean age 14.95, SD = 1.50) presenting at the specialized outpatient clinic for risk-taking and self-harming behavior (AtR!Sk) in Heidelberg were analyzed. Results show that BPD is clearly associated with illicit drug use in adolescence. There is no difference between occasional and frequent users in terms of mean number of BPD criteria. However, frequent users differ from occasional users regarding greater number of impulsivity and anger criteria. After adjusting for sociodemographic variables there was no association between drug use and depression. Since even single events of illicit drug use are associated with higher levels of BPD, clinicians should rapidly target to stop consumption. Further, psychotherapeutic interventions for BPD in high-risk consumers should especially focus on facilitating adaptive emotion regulation skills in regards to impulsivity and anger.
Collapse
|
7
|
Zammit N, Maatoug J, Ghammam R, Bhiri S, Ghannem H. Tobacco use: the main predictor of illicit substances use among young adolescents in Sousse, Tunisia. Int J Adolesc Med Health 2018; 32:ijamh-2017-0213. [PMID: 30367795 DOI: 10.1515/ijamh-2017-0213] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2017] [Accepted: 02/19/2018] [Indexed: 12/22/2022]
Abstract
Introduction Early adolescence is a critical period usually associated with experimentation with illicit substances. In Tunisia few studies explored these risk behaviors among young adolescents. Aims To evaluate the prevalence and the predictors of the use of illicit substances among the young adolescents of Sousse. Methods A cross-sectional study was conducted in the region of Sousse, Tunisia during the 2013/2014 school year among 4272 schoolchildren in 16 public middle schools. Data about psychosocial characteristics and risk behaviors among the schoolchildren, their parents, their siblings and their friends were collected anonymously using a self-administrated questionnaire. Results Females represented 50.5% of participants. The mean age of schoolchildren was 13.3 (±1.2) years. Lifetime illicit substances use prevalence was 2.9% [confidence interval (CI) 95%: (2.4%-3.4%)] and lifetime use of tobacco prevalence was 12.9% [CI 95%: (11.9%-13.9%)]. The age of tobacco onset was significantly younger to the age of experimentation with illicit substances. Insomnia, sadness and illicit substances use among peers were associated with illicit substances use among participants. While the most influential risk factor on illicit substances use was current cigarette smoking with an adjusted odds ratio (OR) of 7.2 [CI 95%: (4.5-11.2)]. Conclusion A national substances use prevention program should be implemented in the schools of Tunisia with an emphasis on tobacco use prevention.
Collapse
Affiliation(s)
- Nawel Zammit
- Department of Epidemiology, Farhat Hached University Hospital, 4000 Sousse, Tunisia, Phone: 00216 97 226 340
| | - Jihen Maatoug
- Department of Epidemiology, Farhat Hached University Hospital, Sousse, Tunisia
| | - Rim Ghammam
- Department of Epidemiology, Farhat Hached University Hospital, Sousse, Tunisia
| | - Sana Bhiri
- Department of Epidemiology, Farhat Hached University Hospital, Sousse, Tunisia
| | - Hassen Ghannem
- Department of Epidemiology, Farhat Hached University Hospital, Sousse, Tunisia
| |
Collapse
|
8
|
Ihongbe FA, Ihongbe TO, Masho SW, Petrov K. Association between synthetic cannabinoid use and depressive symptomology: Analysis of a US national survey of high-school seniors. JOURNAL OF SUBSTANCE USE 2017. [DOI: 10.1080/14659891.2017.1358306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Faith A. Ihongbe
- Bernard J. Dunn School of Pharmacy, Shenandoah University, Northern Virginia Campus, Ashburn, VA, USA
| | - Timothy O. Ihongbe
- Division of Epidemiology, Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, VA, USA
| | - Saba W. Masho
- Division of Epidemiology, Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, VA, USA
| | - Katerina Petrov
- Bernard J. Dunn School of Pharmacy, Shenandoah University, Northern Virginia Campus, Ashburn, VA, USA
| |
Collapse
|