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Ma Z, Zhao F, Wang Y, Liu T, Chao N. Network Analysis of Time Use and Depressive Symptoms Among Emerging Adults: Findings From the Guizhou Population Health Cohort Study. Front Psychiatry 2022; 13:809745. [PMID: 35432036 PMCID: PMC9010560 DOI: 10.3389/fpsyt.2022.809745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 03/09/2022] [Indexed: 11/17/2022] Open
Abstract
Background To date, the relationship between diverse time use behaviors and depression status among emerging adults have not been disentangled in the literature. Therefore, if and how the time displacement mechanism activates depressive symptoms among emerging adults remains unclear. Methods To fill this gap in the literature, we employed a network analysis to make estimations. The emerging adult sample (N = 1,811) was collected by the Guizhou Population Health Cohort Study. Time use behaviors were measured by an adaption of the self-administered International Physical Activity Questionnaire, and depressive symptoms were assessed using the 9-item Patient Health Questionnaire (PHQ-9). Results The results revealed that the time displacement mechanism of emerging adults differed from that of adolescents. Sleep duration was not crowded out by other activities, while the time spent on computer use was found to be negatively related to time spent on heavy work activities. Moreover, computer use behavior triggered three depressive symptoms ("Anhedonia," "Guilt," and "Motor"), but inhibited "Suicide." The results of the directed acyclic graph revealed that females and heavy drinkers were at risk of depression. Limitations The study sample was confined to only one province, which may limit its generalizability. The cross-sectional design impeded the ability to draw causal inferences. Conclusion Our results enhance the current understanding of the internal mechanism of how time use behaviors influence depressive symptoms among emerging adults.
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Affiliation(s)
- Zhihao Ma
- Computational Communication Collaboratory, School of Journalism and Communication, Nanjing University, Nanjing, China
| | - Fouxi Zhao
- Prevention and Control Institute for Chronic Non-communicable Diseases, Guizhou Provincial Center for Disease Control and Prevention, Guiyang, China
| | - Yiying Wang
- Prevention and Control Institute for Chronic Non-communicable Diseases, Guizhou Provincial Center for Disease Control and Prevention, Guiyang, China
| | - Tao Liu
- Prevention and Control Institute for Chronic Non-communicable Diseases, Guizhou Provincial Center for Disease Control and Prevention, Guiyang, China
| | - Naipeng Chao
- School of Media and Communications, Shenzhen University, Shenzhen, China
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Kittel-Schneider S, Arteaga-Henriquez G, Vasquez AA, Asherson P, Banaschewski T, Brikell I, Buitelaar J, Cormand B, Faraone SV, Freitag CM, Ginsberg Y, Haavik J, Hartman CA, Kuntsi J, Larsson H, Matura S, McNeill RV, Ramos-Quiroga JA, Ribases M, Romanos M, Vainieri I, Franke B, Reif A. Non-mental diseases associated with ADHD across the lifespan: Fidgety Philipp and Pippi Longstocking at risk of multimorbidity? Neurosci Biobehav Rev 2021; 132:1157-1180. [PMID: 34757108 DOI: 10.1016/j.neubiorev.2021.10.035] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2020] [Revised: 10/24/2021] [Accepted: 10/25/2021] [Indexed: 12/16/2022]
Abstract
Several non-mental diseases seem to be associated with an increased risk of ADHD and ADHD seems to be associated with increased risk for non-mental diseases. The underlying trajectories leading to such brain-body co-occurrences are often unclear - are there direct causal relationships from one disorder to the other, or does the sharing of genetic and/or environmental risk factors lead to their occurring together more frequently or both? Our goal with this narrative review was to provide a conceptual synthesis of the associations between ADHD and non-mental disease across the lifespan. We discuss potential shared pathologic mechanisms, genetic background and treatments in co-occurring diseases. For those co-occurrences for which published studies with sufficient sample sizes exist, meta-analyses have been published by others and we discuss those in detail. We conclude that non-mental diseases are common in ADHD and vice versa and add to the disease burden of the patient across the lifespan. Insufficient attention to such co-occurring conditions may result in missed diagnoses and suboptimal treatment in the affected individuals.
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Affiliation(s)
- Sarah Kittel-Schneider
- Center of Mental Health, Department of Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Würzburg, Margarete-Höppel-Platz 1, D-97080 Würzburg, Germany; Department of Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt, Goethe University, Heinrich-Hoffmann-Str. 10, D-60528 Frankfurt am Main, Germany.
| | - Gara Arteaga-Henriquez
- Department of Psychiatry, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain; Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and Addictions, Vall d'Hebron Research Institute (VHIR), Universitat Autonoma de Barcelona, Barcelona, Catalonia, Spain; Biomedical Network Research Centre on Mental Health (CIBERSAM), Madrid, Spain; Department of Psychiatry and Forensic Medicine, Universitat Autonoma de Barcelona, Barcelona, Catalonia, Spain
| | - Alejandro Arias Vasquez
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, PO Box 9101, 6500 HB Nijmegen, the Netherlands; Departments of Psychiatry and Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Phil Asherson
- Social Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, De Crespigny Park, SE5 8AF, London, UK
| | - Tobias Banaschewski
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Heidelberg University, Medical Faculty Mannheim, Mannheim, Germany
| | - Isabell Brikell
- National Centre for Register-based Research, Department of Economics and Business Economics Aarhus BSS, Aarhus University, Fuglesangs Allé 26, DK-8210 Aarhus V, Aarhus, Denmark; iPSYCH - The Lundbeck Foundation Initiative for Integrative Psychiatric Research, Copenhagen and Aarhus, Denmark; Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Box 281, 171 77, Stockholm, Sweden
| | - Jan Buitelaar
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, the Netherlands; Karakter Child and Adolescent Psychiatry University Center, Nijmegen, the Netherlands
| | - Bru Cormand
- Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia, Universitat de Barcelona, Catalonia, Spain; Institut de Biomedicina de la Universitat de Barcelona (IBUB), Catalonia, Spain; Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Spain; Institut de Recerca Sant Joan de Déu (IR-SJD), Esplugues de Llobregat, Catalonia, Spain
| | - Stephen V Faraone
- Departments of Psychiatry and of Neuroscience and Physiology, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Christine M Freitag
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt, Goethe University, Deutschordenstraße 50, D-60528 Frankfurt am Main, Germany
| | - Ylva Ginsberg
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Region Stockholm, Norra Stationsgatan 69, SE-113 64 Stockholm, Sweden
| | - Jan Haavik
- Bergen Center of Brain Plasticity, Division of Psychiatry, Haukeland University Hospital, Postboks 1400, 5021 Bergen, Norway; Department of Biomedicine, University of Bergen, Bergen, Norway
| | - Catharina A Hartman
- University of Groningen, University Medical Center Groningen, Department of Psychiatry, Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE), PO Box 30.001, 9700 RB, Groningen, the Netherlands
| | - Jonna Kuntsi
- Social Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, De Crespigny Park, SE5 8AF, London, UK
| | - Henrik Larsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Box 281, 171 77, Stockholm, Sweden; Örebro University, School of Medical Sciences, Campus USÖ, S-701 82 Örebro, Sweden
| | - Silke Matura
- Department of Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt, Goethe University, Heinrich-Hoffmann-Str. 10, D-60528 Frankfurt am Main, Germany
| | - Rhiannon V McNeill
- Center of Mental Health, Department of Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Würzburg, Margarete-Höppel-Platz 1, D-97080 Würzburg, Germany
| | - J Antoni Ramos-Quiroga
- Department of Psychiatry, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain; Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and Addictions, Vall d'Hebron Research Institute (VHIR), Universitat Autonoma de Barcelona, Barcelona, Catalonia, Spain; Biomedical Network Research Centre on Mental Health (CIBERSAM), Madrid, Spain; Department of Psychiatry and Forensic Medicine, Universitat Autonoma de Barcelona, Barcelona, Catalonia, Spain
| | - Marta Ribases
- Department of Psychiatry, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain; Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and Addictions, Vall d'Hebron Research Institute (VHIR), Universitat Autonoma de Barcelona, Barcelona, Catalonia, Spain; Biomedical Network Research Centre on Mental Health (CIBERSAM), Madrid, Spain; Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia, Universitat de Barcelona, Catalonia, Spain
| | - Marcel Romanos
- Center of Mental Health, Department of Child and Adolescent Psychiatry, Psychotherapy and Psychosomatic Medicine, University Hospital of Würzburg, Margarete-Höppel-Platz 1, D-97080 Würzburg, Germany
| | - Isabella Vainieri
- Social Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, De Crespigny Park, SE5 8AF, London, UK
| | - Barbara Franke
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, PO Box 9101, 6500 HB Nijmegen, the Netherlands; Departments of Psychiatry and Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Andreas Reif
- Department of Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt, Goethe University, Heinrich-Hoffmann-Str. 10, D-60528 Frankfurt am Main, Germany
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Davis JP, Tucker JS, Stein BD, D'Amico EJ. Longitudinal effects of adverse childhood experiences on substance use transition patterns during young adulthood. CHILD ABUSE & NEGLECT 2021; 120:105201. [PMID: 34245974 PMCID: PMC8384697 DOI: 10.1016/j.chiabu.2021.105201] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 06/10/2021] [Accepted: 06/27/2021] [Indexed: 05/27/2023]
Abstract
BACKGROUND Few studies have investigated how adverse childhood experiences are associated with substance use patterns during young adulthood, a crucial developmental period. OBJECTIVE The objective of this study was to extend current knowledge on the association between adverse childhood experiences and patterns of substance use among young adults. We also sought to understand how current mental health status and biological sex influences these patterns. PARTICIPANTS AND SETTING The current study utilized wave 8-wave 11 data of a longitudinal cohort study (N = 2880). METHODS We used latent transition analysis (LTA) to understand stability and transition patterns of substance use across participants who reported adverse childhood experiences (ACEs+) versus those who did not (ACEs-). Latent class regression was used to assess contemporaneous effects of mental health and sex on classes over time. RESULTS Both groups had similar patterns of substance use emerge at each timepoint: High all; Binge, tobacco, cannabis; and Steady/increasing binge drinking. ACEs+ had a higher proportion of youth in the High all class and much higher stability in this class, compared to the ACEs- group. Those in the ACES+ group were less likely to transition out of a riskier class. Mental health and sex showed differential effects across ACEs groups. CONCLUSION Results point to increased risk of polysubstance use, including opioids and prescription medications, among those who reported adverse childhood events. Future work may explore protective, malleable, factors that may confer reduced risk of long-term polysubstance use.
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Affiliation(s)
- Jordan P Davis
- Suzanne Dworak-Peck School of Social Work, USC Center for Artificial Intelligence in Society, USC Center for Mindfulness Science, USC Institute for Addiction Science, University of Southern California, United States of America.
| | - Joan S Tucker
- RAND Corporation, 1776 Main Street, PO Box 2138, Santa Monica, CA 90407-2138, United States of America
| | - Bradley D Stein
- RAND Corporation, 4570 Fifth Avenue, Suite 600, Pittsburgh, PA 15213, United States of America
| | - Elizabeth J D'Amico
- RAND Corporation, 1776 Main Street, PO Box 2138, Santa Monica, CA 90407-2138, United States of America
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Smith DC, Davis JP, Shen S, Garcia Claro H. The Emerging Adult Reasons for Substance Use (EARS): Preliminary Support for Multidimensionality, Validity and Reliability. Subst Use Misuse 2021; 56:297-307. [PMID: 33380243 DOI: 10.1080/10826084.2020.1862233] [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] [Indexed: 10/22/2022]
Abstract
Introduction: Substance use peaks during the transition to adulthood, beckoning additional research on its developmental influences. This article reports initial findings on the validity and reliability of the Emerging Adult Reasons for Substance use (EARS), a new measure of substance use motives based on Arnett's (2000) proposed emerging adult dimensions. Method: Content experts in emerging adulthood theory generated EARS items and collected data from a large online sample. We completed exploratory (EFA) and confirmatory factor analyses (CFA) on split halves of the total sample (n = 750). Then, we tested for invariance across genders and age cohorts, as well as examined cross-correlations with the Inventory of Dimensions of Emerging Adulthood (IDEA), Drinking Motives Questionnaire (DMQ-Revised), and measures of substance use. Results: The EFA identified three internally consistent factors: Normative Expectancy, Developmental Strain, and Subjective Invulnerability. Confirmatory factor analyses supported the three factor model, but fit indices were slightly below published standards (RSMEA = .82, CFI = .85, TLI = .83, SRMR = .07). For Normative Expectancy and Developmental Strain, intercepts varied across age cohorts, with higher intercepts for emerging relative to older adults. The patterns of correlations generally supported the construct validity of the EARS subscales. Conclusion: The EARS is reliable and valid, and appears to measure developmentally specific motives for substance use. Additional studies may further validate this promising instrument.
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Affiliation(s)
- Douglas C Smith
- School of Social Work, The University of Illinois at Urbana-Champaign, Champaign, IL, USA.,Center for Prevention Research and Development, Champaign, IL, USA
| | - Jordan P Davis
- Suzanne Dworak-Peck School of Social Work, USC Center for Artificial Intelligence in Society; USC Center for Mindfulness Science; USC Institute of Addiction Science; University of Southern California, Los Angeles, CA
| | - Sa Shen
- Center on Health Aging and Disability, The University of Illinois at Urbana-Champaign, Champaign, IL, USA
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Baggio S, Tran NT, Barnert ES, Gétaz L, Heller P, Wolff H. Lack of health insurance among juvenile offenders: a predictor of inappropriate healthcare use and reincarceration? Public Health 2018; 166:25-33. [PMID: 30439553 DOI: 10.1016/j.puhe.2018.09.029] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2018] [Revised: 08/15/2018] [Accepted: 09/30/2018] [Indexed: 10/27/2022]
Abstract
OBJECTIVES Relationships between the health insurance status and healthcare use among justice-involved youths transitioning into adulthood is an underexplored topic, even if transition to adulthood is a crucial time period for healthcare outcomes. To fill in these knowledge gaps, this study had two aims: (1) to examine trajectories of health insurance coverage and healthcare use among serious juvenile offenders transitioning into adulthood; and (2) to explore associations between the lack of health insurance, healthcare use and reincarceration. STUDY DESIGN We conducted a secondary analysis on the data of the US longitudinal Pathways to Desistance study between ages 20 and 23 years (2000-2010). METHODS Participant data on health insurance coverage, healthcare use, reincarceration and sociodemographic variables (n = 1215) were extracted and analysed using descriptive statistics, generalized linear regressions and cross-lagged panel models. RESULTS About half of the young offenders had no health insurance coverage or intermittent coverage between the age of 20 and 23 years. Emergency services were used (≥17.4%), notably more by insured participants and were increasingly used over time. Being uninsured at the age of 20 years was associated with reincarceration at the age of 23 years (b = -0.052, p = 0.014, odd-ratio = 0.95), but incarceration at the age of 20 years did not predict the insurance status at the age of 23 years (b = 0.009, p = 0.792). CONCLUSIONS Serious juvenile offenders, especially if uninsured, faced major barriers to accessing health care and often reported an inappropriate healthcare use. This likely led to reincarceration. The lack of continuity of care and of access to health care may, therefore, increase health disparities, and efforts are needed to mitigate detrimental outcomes, by effective in and out of detention coordination of health insurance coverage and among health services.
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Affiliation(s)
- S Baggio
- Division of Prison Health, Geneva University Hospitals and University of Geneva, Chemin du Petit Bel Air 2, 1226 Thônex, Switzerland; Life Course and Social Inequality Research Centre, University of Lausanne, Bâtiment Géopolis, 1015 Lausanne, Switzerland.
| | - N T Tran
- Division of Prison Health, Geneva University Hospitals and University of Geneva, Chemin du Petit Bel Air 2, 1226 Thônex, Switzerland; Australian Centre for Public and Population Health Research, Faculty of Health, University of Technology, PO Box 123, Broadway, NSW 2007, Australia.
| | - E S Barnert
- Department of Pediatrics, David Geffen School of Medicine at UCLA, University of California, 10833 Le Conte Ave, Los Angeles, CA, USA.
| | - L Gétaz
- Division of Prison Health, Geneva University Hospitals and University of Geneva, Chemin du Petit Bel Air 2, 1226 Thônex, Switzerland.
| | - P Heller
- Division of Prison Health, Geneva University Hospitals and University of Geneva, Chemin du Petit Bel Air 2, 1226 Thônex, Switzerland.
| | - H Wolff
- Division of Prison Health, Geneva University Hospitals and University of Geneva, Chemin du Petit Bel Air 2, 1226 Thônex, Switzerland.
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