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Clavenna A, Cartabia M, Fortino I, Bonati M. Burden of the COVID-19 pandemic on adolescent mental health in the Lombardy Region, Italy: a retrospective database review. BMJ Paediatr Open 2024; 8:e002524. [PMID: 39343445 PMCID: PMC11440196 DOI: 10.1136/bmjpo-2024-002524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 09/16/2024] [Indexed: 10/01/2024] Open
Abstract
BACKGROUND Previous research has assessed the impact of the COVID-19 pandemic on adolescent mental health (MH). How the pandemic changed healthcare resource utilisation for MH conditions was investigated less, however, in particular in Italy. METHODS Data concerning outpatient visits in child and adolescent mental health services (CAMHSs), access to emergency departments (EDs), hospital admissions and drug prescriptions collected in administrative databases of the Lombardy Region, Italy, concerning adolescents 12-17 years old and occurring in the 2016-2021 period were analysed.Annual and monthly prevalence of healthcare (CAHMS/ED visits/hospital admissions) use for MH conditions and of psychotropic drug prescriptions were estimated. A negative binomial regression model was used to model the pre-pandemic monthly number of prevalent cases by gender. The total number of pandemic (1 March 2020 to 31 December 2021) cases predicted from the model was compared with the number of observed cases. RESULTS The overall annual rate of healthcare service utilisation slightly increased in the 2016-2019 period (from 63.8‰ to 67.8‰), decreased in 2020 (57.1‰) and returned to values similar to 2016 (64.9‰) the following year. A 2% relative increase was observed in girls, and a 10% decrease in boys, when comparing the prevalence in 2021 with that in 2019. Differences between genders were particularly evident for ED attendance, with an observed/predicted cases ratio in 2021 of 0.81 (95% CI 0.79 to 0.83) in boys, and 1.18 (95% CI 1.16 to 1.20) in girls, and for psychotropic drug prescriptions (0.83 (95% CI 0.82 to 0.84) and 1.24 (95% CI 1.23 to 1.25), respectively). CONCLUSIONS The current study confirms that the use of health services for MH conditions during the COVID-19 pandemic increased among adolescent girls but decreased among boys, and that gender differences emerged in the MH impact of the pandemic.
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Affiliation(s)
- Antonio Clavenna
- Laboratory of Child Health and Development Epidemiology, Department of Medical Epidemiology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milano, Italy
| | - Massimo Cartabia
- Laboratory of Geriatric Epidemiology, Department of Health Policy, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milano, Italy
| | - Ida Fortino
- Regione Lombardia Direzione Generale Welfare, Milano, Italy
| | - Maurizio Bonati
- Laboratory of Child Health and Development Epidemiology, Department of Medical Epidemiology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milano, Italy
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Cao H, Ding A, Wang L, Cao J, Mao H, Tang H, Yang G, Gu J. Factors influencing ruminative thinking behaviours in nurses: a cross-sectional study of 858 subjects in a tertiary care hospital. Gen Psychiatr 2024; 37:e101443. [PMID: 39006242 PMCID: PMC11243117 DOI: 10.1136/gpsych-2023-101443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 05/31/2024] [Indexed: 07/16/2024] Open
Affiliation(s)
- Huling Cao
- Second Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Aiming Ding
- Department of Nursing, Second Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Lihua Wang
- Department of Nursing, Second Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Jianyu Cao
- Youjiang Medical University for Nationalities, Baise, Guangxi, China
| | - Haiyan Mao
- Department of Pediatrics, Second Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Hui Tang
- Department of Pediatrics, Second Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Guihong Yang
- Second Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Junhua Gu
- Second Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
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Russolillo A, Carter M, Guan M, Singh P, Kealy D, Raudzus J. Adult psychiatric inpatient admissions and length of stay before and during the COVID-19 pandemic in a large urban hospital setting in Vancouver, British Columbia. FRONTIERS IN HEALTH SERVICES 2024; 4:1365785. [PMID: 38807747 PMCID: PMC11130439 DOI: 10.3389/frhs.2024.1365785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 05/01/2024] [Indexed: 05/30/2024]
Abstract
Introduction During the COVID-19 pandemic individuals with mental illnesses faced challenges accessing psychiatric care. Our study aimed to describe patient characteristics and compare admissions and length of stay (LOS) for psychiatric-related hospitalizations before and during the COVID-19 pandemic. Methods We conducted a retrospective analysis using health administrative data comparing individuals with an acute psychiatric admission between two time periods: 1st March 2019 to 31st December 2019 (pre-COVID) and 1st March 2020 to 31st December 2020 (during-COVID). Multivariable negative binomial regression was used to model the association between most responsible diagnosis type and the two-time periods to hospital LOS, reporting the Rate Ratio (RR) as the measure of effect. Results The cohort comprised 939 individuals who were predominately male (60.3%) with a severe mental illness (schizophrenia or mood-affective disorder) (72.7%) and a median age of 38 (IQR: 28.0, 52.0) years. In the multivariable analysis, anxiety disorders (RR: 0.63, CI: 0.4, 0.99) and personality disorders (RR: 0.52, CI: 0.32, 0.85) were significantly associated with a shorter LOS when compared to individuals without those disorders. Additionally, when compared to hospital admissions for non-substance related disorders the LOS for patients with substance-related disorders were significantly shorter during the COVID period (RR: 0.45, CI: 0.30, 0.67) and pre-COVID period (RR: 0.31, CI: 0.21, 0.46). Conclusions We observed a significant difference in the type and length of admissions for various psychiatric disorders during the COVID-19 period. These findings can support systems of care in adapting to utilization changes during pandemics or other global health events.
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Affiliation(s)
- Angela Russolillo
- Department of Psychiatry, Providence Health Care, Vancouver, BC, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Michelle Carter
- Department of Psychiatry, Providence Health Care, Vancouver, BC, Canada
- School of Nursing, University of British Columbia, Vancouver, BC, Canada
| | - Mejiao Guan
- Statistics and Health Economics, Centre for Advancing Health Outcomes, Vancouver, BC, Canada
| | - Pulkit Singh
- Department of Psychiatry, Providence Health Care, Vancouver, BC, Canada
| | - David Kealy
- Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada
| | - Julia Raudzus
- Department of Psychiatry, Providence Health Care, Vancouver, BC, Canada
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Valtuille Z, Acquaviva E, Trebossen V, Ouldali N, Bourmaud A, Sclison S, Gomez A, Revet A, Peyre H, Delorme R, Kaguelidou F. Psychotropic Medication Prescribing for Children and Adolescents After the Onset of the COVID-19 Pandemic. JAMA Netw Open 2024; 7:e247965. [PMID: 38652474 DOI: 10.1001/jamanetworkopen.2024.7965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/25/2024] Open
Abstract
Importance Numerous studies have provided evidence for the negative associations of the COVID-19 pandemic with mental health, but data on the use of psychotropic medication in children and adolescents after the onset of the COVID-19 pandemic are lacking. Objective To assess the rates and trends of psychotropic medication prescribing before and over the 2 years after the onset of the COVID-19 pandemic in children and adolescents in France. Design, Setting, and Participants This cross-sectional study used nationwide interrupted time-series analysis of outpatient drug dispensing data from the IQVIA X-ponent database. All 8 839 143 psychotropic medication prescriptions dispensed to children (6 to 11 years of age) and adolescents (12 to 17 years of age) between January 2016 and May 2022 in France were retrieved and analyzed. Exposure Onset of COVID-19 pandemic. Main outcomes and Measures Monthly rates of psychotropic medication prescriptions per 1000 children and adolescents were analyzed using a quasi-Poisson regression before and after the pandemic onset (March 2020), and percentage changes in rates and trends were assessed. After the pandemic onset, rate ratios (RRs) were calculated between estimated and expected monthly prescription rates. Analyses were stratified by psychotropic medication class (antipsychotic, anxiolytic, hypnotic and sedative, antidepressant, and psychostimulant) and age group (children, adolescents). Results In total, 8 839 143 psychotropic medication prescriptions were analyzed, 5 884 819 [66.6%] for adolescents and 2 954 324 [33.4%] for children. In January 2016, the estimated rate of monthly psychotropic medication prescriptions was 9.9 per 1000 children and adolescents, with the prepandemic rate increasing by 0.4% per month (95% CI, 0.3%-0.4%). In March 2020, the monthly prescription rate dropped by 11.5% (95% CI, -17.7% to -4.9%). During the 2 years following the pandemic onset, the trend changed significantly, and the prescription rate increased by 1.3% per month (95% CI, 1.2%-1.5%), reaching 16.1 per 1000 children and adolescents in May 2022. Monthly rates of psychotropic medication prescriptions exceeded the expected rates by 11% (RR, 1.11 [95% CI, 1.08-1.14]). Increases in prescribing trends were observed for all psychotropic medication classes after the pandemic onset but were substantial for anxiolytics, hypnotics and sedatives, and antidepressants. Prescription rates rose above those expected for all psychotropic medication classes except psychostimulants (RR, 1.12 [95% CI, 1.09-1.15] in adolescents and 1.06 [95% CI, 1.05-1.07] in children for antipsychotics; RR, 1.30 [95% CI, 1.25-1.35] in adolescents and 1.11 [95% CI, 1.09-1.12] in children for anxiolytics; RR, 2.50 [95% CI, 2.23-2.77] in adolescents and 1.40 [95% CI, 1.30-1.50] in children for hypnotics and sedatives; RR, 1.38 [95% CI, 1.29-1.47] in adolescents and 1.23 [95% CI, 1.20-1.25] in children for antidepressants; and RR, 0.97 [95% CI, 0.95-0.98] in adolescents and 1.02 [95% CI, 1.00-1.04] in children for psychostimulants). Changes were more pronounced among adolescents than children. Conclusions and Relevance These findings suggest that prescribing of psychotropic medications for children and adolescents in France significantly and persistently increased after the COVID-19 pandemic onset. Future research should identify underlying determinants to improve psychological trajectories in young people.
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Affiliation(s)
- Zaba Valtuille
- Center of Clinical Investigations, Inserm CIC1426, Robert Debré University Hospital, APHP.Nord, Paris, France
- Paris Cité University, EA7323 Perinatal and Pediatric Pharmacology and Therapeutic Assessment, Paris, France
| | - Eric Acquaviva
- Department of Child and Adolescent Psychiatry, Robert Debré University Hospital, APHP.Nord, Paris Cité University, Paris, France
| | - Vincent Trebossen
- Department of Child and Adolescent Psychiatry, Robert Debré University Hospital, APHP.Nord, Paris Cité University, Paris, France
| | - Naim Ouldali
- Department of General Pediatrics, Pediatric Infectious Disease and Internal Medicine, Robert Debré University Hospital, APHP.Nord, Paris Cité University, Paris, France
| | - Aurelie Bourmaud
- Clinical Epidemiology Unit, Inserm CIC1426, Robert Debré University Hospital, APHP.Nord, Paris Cité University, Paris, France
| | - Stéphane Sclison
- Consulting Services & Analytics Department, IQVIA, Courbevoie, France
| | - Alexandre Gomez
- Consulting Services & Analytics Department, IQVIA, Courbevoie, France
| | - Alexis Revet
- Department of Child and Adolescent Psychiatry, Toulouse University Hospital, Toulouse, France
- CERPOP, UMR 1295, Inserm, Toulouse III - Paul Sabatier University, Toulouse, France
| | - Hugo Peyre
- Autism Reference Centre of Languedoc-Roussillon CRA-LR, Montpellier University Hospital, Montpellier, France
- Excellence Centre for Autism and Neurodevelopmental disorders- CeAND, MUSE University, Montpellier, France
- Université Paris-Saclay, UVSQ, Inserm, CESP, Team DevPsy, Villejuif, France
| | - Richard Delorme
- Department of Child and Adolescent Psychiatry, Robert Debré University Hospital, APHP.Nord, Paris Cité University, Paris, France
- Human Genetics & Cognitive Functions, Institut Pasteur, Paris, France
| | - Florentia Kaguelidou
- Center of Clinical Investigations, Inserm CIC1426, Robert Debré University Hospital, APHP.Nord, Paris, France
- Paris Cité University, EA7323 Perinatal and Pediatric Pharmacology and Therapeutic Assessment, Paris, France
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Patel A, Chavan R, Rakovski C, Beuttler R, Yang S. Changes in real-world dispensing of ADHD stimulants in youth from 2019 to 2021 in California. Front Public Health 2024; 12:1302144. [PMID: 38504685 PMCID: PMC10948562 DOI: 10.3389/fpubh.2024.1302144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 02/14/2024] [Indexed: 03/21/2024] Open
Abstract
Introduction Attention-deficit/hyperactivity disorder (ADHD) is one of the most common pediatric neurobehavioral disorders in the U.S. Stimulants, classified as controlled substances, are commonly used for ADHD management. We conducted an analysis of real-world stimulants dispensing data to evaluate the pandemic's impact on young patients (≤ 26 years) in California. Methods Annual prevalence of patients on stimulants per capita across various California counties from 2019 and 2021 were analyzed and further compared across different years, sexes, and age groups. New patients initiating simulants therapy were also examined. A case study was conducted to determine the impact of socioeconomic status on patient prevalence within different quintiles in Los Angeles County using patient zip codes. Logistic regression analysis using R Project was employed to determine demographic factors associated with concurrent use of stimulants with other controlled substances. Results There was a notable reduction in prevalence of patients ≤26 years old on stimulants during and after the pandemic per 100,000 people (777 in 2019; 743 in 2020; 751 in 2021). These decreases were more evident among the elementary and adolescent age groups. The most prevalent age group on stimulants were adolescents (12-17 years) irrespective of the pandemic. A significant rise in the number of female patients using stimulants was observed, increasing from 107,957 (35.2%) in 2019 to 121,241 (41.1%) in 2021. New patients initiating stimulants rose from 102,754 in 2020 to 106,660 in 2021, with 33.2% being young adults. In Los Angeles County, there was an increasing trend in patient prevalence from Q1 to Q5 income quintiles among patients ≥6 years. Consistently each year, the highest average income quintile exhibited the highest per capita prevalence. Age was associated with higher risk of concurrent use of benzodiazepines (OR, 1.198 [95% CI, 1.195-1.201], p < 0.0001) and opioids (OR, 1.132 [95% CI, 1.130-1.134], p < 0.0001) with stimulants. Discussion Our study provides real-world information on dispensing of ADHD stimulants in California youth from 2019 to 2021. The results underscore the importance of optimizing evidence-based ADHD management in pediatric patients and young adults to mitigate disparities in the use of stimulants.
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Affiliation(s)
- Anika Patel
- Department of Pharmacy Practice, Chapman University School of Pharmacy, Irvine, CA, United States
| | - Rishikesh Chavan
- Hyundai Cancer Institute, CHOC Children’s Hospital, Orange, CA, United States
| | - Cyril Rakovski
- Schmid College of Science of Technology, Chapman University, Orange, CA, United States
| | - Richard Beuttler
- Chapman University School of Pharmacy, Irvine, CA, United States
| | - Sun Yang
- Department of Pharmacy Practice, Chapman University School of Pharmacy, Irvine, CA, United States
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Wilton J, Abdulmenan J, Chong M, Becerra A, Najmul Hussain M, Harrigan SP, Velásquez García HA, Naveed Z, Sbihi H, Smolina K, Taylor M, Adhikari B, Zandy M, Setayeshgar S, Li J, Abdia Y, Binka M, Rasali D, Rose C, Coss M, Flatt A, Mussavi Rizi SA, Janjua NZ. Cohort profile: the British Columbia COVID-19 Cohort (BCC19C)-a dynamic, linked population-based cohort. Front Public Health 2024; 12:1248905. [PMID: 38450137 PMCID: PMC10914982 DOI: 10.3389/fpubh.2024.1248905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 02/05/2024] [Indexed: 03/08/2024] Open
Abstract
Purpose The British Columbia COVID-19 Cohort (BCC19C) was developed from an innovative, dynamic surveillance platform and is accessed/analyzed through a cloud-based environment. The platform integrates recently developed provincial COVID-19 datasets (refreshed daily) with existing administrative holdings and provincial registries (refreshed weekly/monthly). The platform/cohort were established to inform the COVID-19 response in near "real-time" and to answer more in-depth epidemiologic questions. Participants The surveillance platform facilitates the creation of large, up-to-date analytic cohorts of people accessing COVID-19 related services and their linked medical histories. The program of work focused on creating/analyzing these cohorts is referred to as the BCC19C. The administrative/registry datasets integrated within the platform are not specific to COVID-19 and allow for selection of "control" individuals who have not accessed COVID-19 services. Findings to date The platform has vastly broadened the range of COVID-19 analyses possible, and outputs from BCC19C analyses have been used to create dashboards, support routine reporting and contribute to the peer-reviewed literature. Published manuscripts (total of 15 as of July, 2023) have appeared in high-profile publications, generated significant media attention and informed policy and programming. In this paper, we conducted an analysis to identify sociodemographic and health characteristics associated with receiving SARS-CoV-2 laboratory testing, testing positive, and being fully vaccinated. Other published analyses have compared the relative clinical severity of different variants of concern; quantified the high "real-world" effectiveness of vaccines in addition to the higher risk of myocarditis among younger males following a 2nd dose of an mRNA vaccine; developed and validated an algorithm for identifying long-COVID patients in administrative data; identified a higher rate of diabetes and healthcare utilization among people with long-COVID; and measured the impact of the pandemic on mental health, among other analyses. Future plans While the global COVID-19 health emergency has ended, our program of work remains robust. We plan to integrate additional datasets into the surveillance platform to further improve and expand covariate measurement and scope of analyses. Our analyses continue to focus on retrospective studies of various aspects of the COVID-19 pandemic, as well as prospective assessment of post-acute COVID-19 conditions and other impacts of the pandemic.
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Affiliation(s)
- James Wilton
- BC Center for Disease Control, Provincial Health Services Authority, Vancouver, BC, Canada
| | - Jalud Abdulmenan
- Data Analytics, Reporting, and Evaluation, Provincial Health Services Authority, Vancouver, BC, Canada
| | - Mei Chong
- BC Center for Disease Control, Provincial Health Services Authority, Vancouver, BC, Canada
- Trauma Services British Columbia, Provincial Health Services Authority, Vancouver, BC, Canada
| | - Ana Becerra
- BC Center for Disease Control, Provincial Health Services Authority, Vancouver, BC, Canada
- Vancouver Coastal Health, Vancouver, BC, Canada
| | - Mehazabeen Najmul Hussain
- Data Analytics, Reporting, and Evaluation, Provincial Health Services Authority, Vancouver, BC, Canada
| | - Sean P. Harrigan
- BC Center for Disease Control, Provincial Health Services Authority, Vancouver, BC, Canada
| | - Héctor Alexander Velásquez García
- BC Center for Disease Control, Provincial Health Services Authority, Vancouver, BC, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Zaeema Naveed
- BC Center for Disease Control, Provincial Health Services Authority, Vancouver, BC, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Hind Sbihi
- BC Center for Disease Control, Provincial Health Services Authority, Vancouver, BC, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Kate Smolina
- BC Center for Disease Control, Provincial Health Services Authority, Vancouver, BC, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Marsha Taylor
- BC Center for Disease Control, Provincial Health Services Authority, Vancouver, BC, Canada
| | - Binay Adhikari
- BC Center for Disease Control, Provincial Health Services Authority, Vancouver, BC, Canada
| | - Moe Zandy
- BC Center for Disease Control, Provincial Health Services Authority, Vancouver, BC, Canada
- Vancouver Coastal Health, Vancouver, BC, Canada
| | - Solmaz Setayeshgar
- BC Center for Disease Control, Provincial Health Services Authority, Vancouver, BC, Canada
| | - Julia Li
- BC Center for Disease Control, Provincial Health Services Authority, Vancouver, BC, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Younathan Abdia
- BC Center for Disease Control, Provincial Health Services Authority, Vancouver, BC, Canada
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Mawuena Binka
- BC Center for Disease Control, Provincial Health Services Authority, Vancouver, BC, Canada
| | - Drona Rasali
- BC Center for Disease Control, Provincial Health Services Authority, Vancouver, BC, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Caren Rose
- BC Center for Disease Control, Provincial Health Services Authority, Vancouver, BC, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Michael Coss
- Data Analytics, Reporting, and Evaluation, Provincial Health Services Authority, Vancouver, BC, Canada
| | | | - Seyed Ali Mussavi Rizi
- Data Analytics, Reporting, and Evaluation, Provincial Health Services Authority, Vancouver, BC, Canada
| | - Naveed Zafar Janjua
- BC Center for Disease Control, Provincial Health Services Authority, Vancouver, BC, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
- Centre for Health Evaluation and Outcome Sciences, St. Paul's Hospital, Vancouver, BC, Canada
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Samji H, Long D, Herring J, Correia R, Maloney J. Positive childhood experiences serve as protective factors for mental health in pandemic-era youth with adverse childhood experiences. CHILD ABUSE & NEGLECT 2024:106640. [PMID: 38278687 DOI: 10.1016/j.chiabu.2024.106640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 11/24/2023] [Accepted: 01/09/2024] [Indexed: 01/28/2024]
Abstract
BACKGROUND While adverse childhood experiences (ACEs) predict poorer mental health across the life course, positive childhood experiences (PCEs) predict better mental health. It is unclear whether PCEs protect against poor mental health outcomes and promote mental well-being in pandemic-era adolescents with ACEs. METHODS We examined the individual and joint contributions of ACEs and PCEs to mental health and well-being (MHW) in eleventh-grade British Columbian adolescents (N = 8864) during the fifth wave of COVID-19. We used a novel measure of ACEs that included community- and societal-level ACEs in addition to ACEs experienced at home to investigate the role of social and structural determinants of mental health in supporting the MHW of pandemic-era adolescents. A series of two-way ANCOVAs were conducted comparing MHW outcomes between adolescents with and without ACEs. Interaction effects were examined to investigate whether PCEs moderated the association between ACEs and MHW. RESULTS Adolescents with no ACEs had significantly better MHW than those with one or more ACE. Having six or more PCEs was associated with better MHW in adolescents with and without ACEs. PCEs significantly moderated the association between ACEs and depression. Effect sizes were larger for PCEs than ACEs in relation to depression, mental well-being, and life satisfaction. CONCLUSIONS PCEs may protect against depression among adolescents with ACEs and promote MHW among all pandemic-era adolescents. These findings emphasize the importance of addressing social determinants of mental health to mitigate the impact of ACEs and promote PCEs as part of a public health approach to MHW.
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Affiliation(s)
- Hasina Samji
- Faculty of Health Sciences, Simon Fraser University, 8888 University Drive, Burnaby V5A 1S6, British Columbia, Canada; Population and Public Health Division, British Columbia Centre for Disease Control, 655 W 12th Ave, Vancouver, British Columbia V5Z 4R4, Canada.
| | - David Long
- Faculty of Health Sciences, Simon Fraser University, 8888 University Drive, Burnaby V5A 1S6, British Columbia, Canada; Faculty of Medicine, University of British Columbia, 317 - 2194, Health Sciences Mall, Vancouver, British Columbia V6T 1Z3, Canada.
| | - Jillian Herring
- Faculty of Health Sciences, Simon Fraser University, 8888 University Drive, Burnaby V5A 1S6, British Columbia, Canada.
| | - Rachel Correia
- Faculty of Health Sciences, Simon Fraser University, 8888 University Drive, Burnaby V5A 1S6, British Columbia, Canada.
| | - Jacqueline Maloney
- Faculty of Health Sciences, Simon Fraser University, 8888 University Drive, Burnaby V5A 1S6, British Columbia, Canada.
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Antoniou T, Pajer K, Gardner W, Penner M, Lunsky Y, Tadrous M, Mamdani M, Gozdyra P, Juurlink DN, Gomes T. Impact of the COVID-19 pandemic on antidepressant and antipsychotic use among children and adolescents: a population-based study. Front Pediatr 2023; 11:1282845. [PMID: 38146536 PMCID: PMC10749316 DOI: 10.3389/fped.2023.1282845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 11/13/2023] [Indexed: 12/27/2023] Open
Abstract
Background The COVID-19 pandemic was associated with increases in the prevalence of depression, anxiety and behavioural problems among children and youth. Less well understood is the influence of the pandemic on antidepressant and antipsychotic use among children. This is important, as it is possible that antidepressants and antipsychotics were used as a "stop-gap" measure to treat mental health symptoms when in-person access to outpatient care and school-based supportive services was disrupted. Furthermore, antipsychotics and antidepressants have been associated with harm in children and youth. We examined trends in dispensing of these medications two years following the pandemic among children 18 years of age and under in Ontario, Canada. Methods We conducted a population-based time-series study of antidepressant and antipsychotic medication dispensing to children and adolescents ≤18 years old between September 1, 2014, and March 31, 2022. We measured monthly population-adjusted rates of antidepressant and antipsychotics obtained from the IQVIA Geographic Prescription Monitor (GPM) database. We used structural break analyses to identify the pandemic month(s) when changes in the dispensing of antidepressants and antipsychotics occurred. We used interrupted time series models to quantify changes in dispensing following the structural break and compare observed and expected use of these drugs. Results Overall, we found higher-than-expected dispensing of antidepressants and antipsychotics in children and youth. Specifically, we observed an immediate step decrease in antidepressant dispensing associated with a structural break in April 2020 (-55.8 units per 1,000 individuals; 95% confidence intervals [CI] CI: -117.4 to 5.8), followed by an increased monthly trend in the rate of antidepressant dispensing of 13.0 units per 1,000 individuals (95% CI: 10.2-15.9). Antidepressant dispensing was consistently greater than predicted from September 2020 onward. Antipsychotic dispensing increased immediately following a June 2020 structural break (26.4 units per 1,000 individuals; 95% CI: 15.8-36.9) and did not change appreciably thereafter. Antipsychotic dispensing was higher than predicted at all time points from June 2020 onward. Conclusion We found higher-than-expected dispensing of antidepressants and antipsychotics in children and youth. These increases were sustained through nearly two years of observation and are especially concerning in light of the potential for harm with the long-term use of antipsychotics in children. Further research is required to understand the clinical implications of these findings.
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Affiliation(s)
- Tony Antoniou
- Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada
- Department of Family and Community Medicine, St. Michael’s Hospital, Toronto, ON, Canada
| | - Kathleen Pajer
- Mental Health Program, Children’s Hospital of Eastern Ontario Research Institute, Ottawa, ON, Canada
- Department of Psychiatry, University of Ottawa, Ottawa, ON, Canada
| | - William Gardner
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
| | - Melanie Penner
- Autism Research Centre, Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Canada
- Department of Pediatrics, University of Toronto, Toronto ON, Canada
| | - Yona Lunsky
- ICES, Toronto, ON, Canada
- Azrieli Adult Neurodevelopmental Centre, Centre for Addiction and Mental Health, Toronto, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Mina Tadrous
- ICES, Toronto, ON, Canada
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada
| | - Muhammad Mamdani
- Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada
- Li Ka Shing Centre for Healthcare Analytics Research & Training, Unity Health Toronto, Toronto, ON, Canada
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON, Canada
| | | | - David N. Juurlink
- ICES, Toronto, ON, Canada
- Department of Pediatrics, University of Toronto, Toronto ON, Canada
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Tara Gomes
- Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON, Canada
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9
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Chen F, Cao H, Baranova A, Zhao Q, Zhang F. Causal associations between COVID-19 and childhood mental disorders. BMC Psychiatry 2023; 23:922. [PMID: 38066446 PMCID: PMC10704772 DOI: 10.1186/s12888-023-05433-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 12/02/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) can invade both the peripheral and central nervous systems and impact the function of the brain. Therefore, it is necessary to evaluate the mutual influences between COVID-19 outcomes and childhood mental disorders. METHODS We examined genetic correlations and potential causalities between three childhood mental disorders and three COVID-19 phenotypes by genetically proxied analyses. The three mental disorders included attention-deficit/hyperactivity disorder (ADHD, N = 292,548), Tourette's syndrome (TS, N = 14,307), and autism spectrum disorder (ASD, N = 46,350). The three COVID-19 traits included SARS-CoV-2 infection (N = 2,597,856), hospitalized COVID-19 (N = 2,095,324), and critical COVID-19 (N = 1,086,211). Literature-based analysis was used to build gene-based pathways connecting ADHD and COVID-19. RESULTS ADHD was positively correlated with the three COVID-19 outcomes (Rg: 0.22 ~ 0.30). Our Mendelian randomization (MR) analyses found that ADHD confers a causal effect on hospitalized COVID-19 (odds ratio (OR): 1.36, 95% confidence interval (CI): 1.10-1.69). TS confers a causal effect on critical COVID-19 (OR: 1.14, 95% CI: 1.04-1.25). Genetic liability to the COVID-19 outcomes may not increase the risk for the childhood mental disorders. Pathway analysis identified several immunity-related genes that may link ADHD to COVID-19, including CRP, OXT, IL6, PON1, AR, TNFSF12, and IL10. CONCLUSIONS Our study suggests that both ADHD and TS may augment the severity of COVID-19 through immunity-related pathways. However, our results did not support a causal role of COVID-19 in the risk for the childhood mental disorders.
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Affiliation(s)
- Fei Chen
- Department of Clinical Laboratory, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, 210029, China
| | - Hongbao Cao
- School of Systems Biology, George Mason University, Manassas, 20110, USA
| | - Ancha Baranova
- School of Systems Biology, George Mason University, Manassas, 20110, USA
- Research Centre for Medical Genetics, Moscow, 115478, Russia
| | - Qian Zhao
- Department of Psychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, 210029, China
| | - Fuquan Zhang
- Department of Psychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, 210029, China.
- Institute of Neuropsychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, 210029, China.
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10
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Yao J, Irvine MA, Klaver B, Zandy M, Dheri AK, Grafstein E, Smolina K. Changes in emergency department use in British Columbia, Canada, during the first 3 years of the COVID-19 pandemic. CMAJ 2023; 195:E1141-E1150. [PMID: 37669788 PMCID: PMC10480001 DOI: 10.1503/cmaj.221516] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/05/2023] [Indexed: 09/07/2023] Open
Abstract
BACKGROUND Previous studies have shown reductions in the volume of emergency department visits early in the COVID-19 pandemic, but few have evaluated the pandemic's impact over time or stratified analyses by reason for visits. We aimed to quantify such changes in British Columbia, Canada, cumulatively and during prominent nadirs, and by reason for visit, age and acuity. METHODS We included data from the National Ambulatory Care Reporting System for 30 emergency departments across BC from January 2016 to December 2022. We fitted generalized additive models, accounting for seasonal and annual trends, to the monthly number of visits to estimate changes throughout the pandemic, compared with the expected number of visits in the absence of the pandemic. We determined absolute and relative differences at various times during the study period, and cumulatively since the start of the pandemic until the overall volume of emergency department visits returned to expected levels. RESULTS Over the first 16 months of the pandemic, the volume of emergency department visits was reduced by about 322 300 visits, or 15% (95% confidence interval 12%-18%), compared with the expected volume. A sharp drop in pediatric visits accounted for nearly one-third of the reduction. The timing of the return to baseline volume of visits differed by subgroup. The largest and most sustained decreases were in respiratory-related emergency department visits, visits among children, visits among oldest adults and non-urgent visits. Later in the pandemic, we observed increased volumes of highest-urgency visits, visits among children and visits related to ear, nose and throat. INTERPRETATION We have extended evidence that the impact of the COVID-19 pandemic and associated mitigation strategies on emergency department visits in Canada was substantial. Both our findings and methods are relevant in public health surveillance and capacity planning for emergency departments in pandemic and nonpandemic times.
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Affiliation(s)
- Jiayun Yao
- British Columbia Centre for Disease Control (Yao, Irvine, Klaver, Zandy, Dheri, Smolina), Vancouver, BC; Faculty of Health Sciences (Irvine), Simon Fraser University, Burnaby, BC; School of Population and Public Health (Yao, Smolina) and Department of Emergency Medicine (Grafstein), University of British Columbia; Vancouver Coastal Health Authority (Grafstein), Vancouver, BC
| | - Michael A Irvine
- British Columbia Centre for Disease Control (Yao, Irvine, Klaver, Zandy, Dheri, Smolina), Vancouver, BC; Faculty of Health Sciences (Irvine), Simon Fraser University, Burnaby, BC; School of Population and Public Health (Yao, Smolina) and Department of Emergency Medicine (Grafstein), University of British Columbia; Vancouver Coastal Health Authority (Grafstein), Vancouver, BC
| | - Braeden Klaver
- British Columbia Centre for Disease Control (Yao, Irvine, Klaver, Zandy, Dheri, Smolina), Vancouver, BC; Faculty of Health Sciences (Irvine), Simon Fraser University, Burnaby, BC; School of Population and Public Health (Yao, Smolina) and Department of Emergency Medicine (Grafstein), University of British Columbia; Vancouver Coastal Health Authority (Grafstein), Vancouver, BC
| | - Moe Zandy
- British Columbia Centre for Disease Control (Yao, Irvine, Klaver, Zandy, Dheri, Smolina), Vancouver, BC; Faculty of Health Sciences (Irvine), Simon Fraser University, Burnaby, BC; School of Population and Public Health (Yao, Smolina) and Department of Emergency Medicine (Grafstein), University of British Columbia; Vancouver Coastal Health Authority (Grafstein), Vancouver, BC
| | - Aman K Dheri
- British Columbia Centre for Disease Control (Yao, Irvine, Klaver, Zandy, Dheri, Smolina), Vancouver, BC; Faculty of Health Sciences (Irvine), Simon Fraser University, Burnaby, BC; School of Population and Public Health (Yao, Smolina) and Department of Emergency Medicine (Grafstein), University of British Columbia; Vancouver Coastal Health Authority (Grafstein), Vancouver, BC
| | - Eric Grafstein
- British Columbia Centre for Disease Control (Yao, Irvine, Klaver, Zandy, Dheri, Smolina), Vancouver, BC; Faculty of Health Sciences (Irvine), Simon Fraser University, Burnaby, BC; School of Population and Public Health (Yao, Smolina) and Department of Emergency Medicine (Grafstein), University of British Columbia; Vancouver Coastal Health Authority (Grafstein), Vancouver, BC
| | - Kate Smolina
- British Columbia Centre for Disease Control (Yao, Irvine, Klaver, Zandy, Dheri, Smolina), Vancouver, BC; Faculty of Health Sciences (Irvine), Simon Fraser University, Burnaby, BC; School of Population and Public Health (Yao, Smolina) and Department of Emergency Medicine (Grafstein), University of British Columbia; Vancouver Coastal Health Authority (Grafstein), Vancouver, BC
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11
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Sun H, Liu H, Ma C, Chen Z, Wei Y, Tang X, Xu L, Hu Y, Xie Y, Chen T, Lu Z, Wang J, Zhang T. Psychiatric emergency department visits during the coronavirus disease-2019 pandemic. Front Psychiatry 2023; 14:1236584. [PMID: 37701092 PMCID: PMC10493317 DOI: 10.3389/fpsyt.2023.1236584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 08/07/2023] [Indexed: 09/14/2023] Open
Abstract
Background Previous research has demonstrated the negative impact of the coronavirus disease-2019 (COVID-19) pandemic on mental health. Aims To examine changes in the Chinese psychiatric emergency department (PED) visits for mental health crises that occurred during the pandemic. Methods Before and during the COVID-19 pandemic, PED visit counts from the largest psychiatric hospital in China between 2018 and 2020 were investigated. Electronic medical records of 2020 PED visits were extracted during the COVID-19 pandemic period and compared for the same period of 2018 and 2019. Results Overall, PED visits per year increased from 1,767 in 2018 to 2210 (an increase of 25.1%) in 2019 and 2,648 (an increase of 49.9%) in 2020. Compared with 2 years before the epidemic, during the COVID-19 pandemic, the proportion of PED visits among patients with stress disorders, sleep disorders, and anxiety disorders increased significantly. In terms of the distribution of demographic characteristics, age shows a younger trend, while the gender difference is not significant. Conclusion These findings suggest that PED care-seeking increases during the COVID-19 pandemic, highlighting the need to integrate mental health services for patients with stress, sleep, anxiety, and obsessive-compulsive disorders during public health crises.
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Affiliation(s)
- HaiMing Sun
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai Engineering Research Center of Intelligent Psychological Evaluation and Intervention, Shanghai, China
| | - HaiChun Liu
- Department of Automation, Shanghai Jiao Tong University, Shanghai, China
| | - ChunYan Ma
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai Engineering Research Center of Intelligent Psychological Evaluation and Intervention, Shanghai, China
| | - Zheng Chen
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai Engineering Research Center of Intelligent Psychological Evaluation and Intervention, Shanghai, China
| | - YanYan Wei
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai Engineering Research Center of Intelligent Psychological Evaluation and Intervention, Shanghai, China
| | - XiaoChen Tang
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai Engineering Research Center of Intelligent Psychological Evaluation and Intervention, Shanghai, China
| | - LiHua Xu
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai Engineering Research Center of Intelligent Psychological Evaluation and Intervention, Shanghai, China
| | - YeGang Hu
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai Engineering Research Center of Intelligent Psychological Evaluation and Intervention, Shanghai, China
| | - YuOu Xie
- The First Clinical Medical College of Nanjing Medical University, Nanjing, China
| | - Tao Chen
- Big Data Research Lab, University of Waterloo, Waterloo, ON, Canada
- Labor and Worklife Program, Harvard University, Cambridge, MA, United States
| | - Zheng Lu
- Department of Psychiatry, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - JiJun Wang
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai Engineering Research Center of Intelligent Psychological Evaluation and Intervention, Shanghai, China
- Center for Excellence in Brain Science and Intelligence Technology (CEBSIT), Chinese Academy of Science, Shanghai, China
- Institute of Psychology and Behavioral Science, Shanghai Jiao Tong University, Shanghai, China
| | - TianHong Zhang
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai Engineering Research Center of Intelligent Psychological Evaluation and Intervention, Shanghai, China
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