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Delgado-Floody P, Caamaño-Navarrete F, Barahona-Fuentes G, Arriagada-Hernández C, Valdés-Badilla P, Del-Cuerpo I, Cresp-Barría M, Gómez-López M. The Mediating Role of Cardiorespiratory Fitness in the Association between a Negative Lifestyle and Poor Mental Health in Chilean Schoolchildren. CHILDREN (BASEL, SWITZERLAND) 2024; 11:866. [PMID: 39062315 PMCID: PMC11276541 DOI: 10.3390/children11070866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 07/08/2024] [Accepted: 07/11/2024] [Indexed: 07/28/2024]
Abstract
BACKGROUND A negative lifestyle has a reported relationship with psychological problems and deteriorated well-being. However, there is little information regarding the mediating role of cardiorespiratory fitness (CRF) in this relationship. OBJECTIVES The objectives of the present study are twofold: first, to investigate the association between negative lifestyle, physical self-concept (PSC), and depression, and second, to assess the potential mediating role of CRF in this complex relationship. METHODS This cross-sectional study included 612 schoolchildren aged between 9 and 14 years from the Araucanía region (southern Chile). CRF was measured using the Leger test, and lifestyle, depression, and PSC were measured using validated questionnaires. RESULTS A negative lifestyle reported an inverse association with PSC (p < 0.001) and a positive association with depression levels (p < 0.001). The mediation analysis showed that CRF was positively related to PSC (p < 0.001) and inversely related to depression (p = 0.001); besides, the indirect effect CRF acted as a partial mediator in the association between a negative lifestyle and PSC (indirect effect = -1.15; SE = 0.01; 95% CI, -1.87, -0.55) and depression levels (indirect effect = 0.22; SE = 0.08; 95% CI, 0.08, 0.38). CONCLUSION In conclusion, CRF in schoolchildren played a potential mediating role in the association between a negative lifestyle and depression and PSC.
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Affiliation(s)
- Pedro Delgado-Floody
- Department of Physical Education, Sport and Recreation, Universidad de La Frontera, Temuco 4811230, Chile;
| | - Felipe Caamaño-Navarrete
- Physical Education Career, Universidad Autónoma de Chile, Temuco 4780000, Chile; (F.C.-N.); (C.A.-H.)
| | - Guillermo Barahona-Fuentes
- Núcleo de Investigación en Salud Actividad Física y Deporte ISAFYD, Universidad de Las Américas, Sede Viña del Mar, Viña del Mar 2531098, Chile;
- Faculty of Education and Social Sciences, Universidad Andres Bello, Viña del Mar 2520000, Chile
| | - Carlos Arriagada-Hernández
- Physical Education Career, Universidad Autónoma de Chile, Temuco 4780000, Chile; (F.C.-N.); (C.A.-H.)
- Grupo de Investigación Colaborativa para el Desarrollo Escolar (GICDE), Temuco 4780000, Chile
| | - Pablo Valdés-Badilla
- Department of Physical Activity Sciences, Faculty of Education Sciences, Universidad Católica del Maule, Talca 3530000, Chile;
- Sports Coach Career, School of Education, Universidad Viña del Mar, Viña del Mar 2520000, Chile
| | - Indya Del-Cuerpo
- Department of Physical Education and Sport, Faculty of Sports Sciences, University of Granada, 18010 Granada, Spain;
- Strength & Conditioning Laboratory, CTS-642 Research Group, Department Physical Education and Sports, Faculty of Sport Sciences, University of Granada, 18010 Granada, Spain
| | - Mauricio Cresp-Barría
- Department of Education and Innovation, Faculty of Education, Universidad Catolica de Temuco, Temuco 4780000, Chile;
| | - Manuel Gómez-López
- Department of Physical Activity and Sport, Faculty of Sport Sciences, University of Murcia, 30720 Murcia, Spain
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Allemand M, Fend HA, Hill PL. Negative Emotional Reactivity and Somatic Symptoms during Adolescence Predict Adult Health and Wellbeing in Early and Middle Adulthood. J Youth Adolesc 2024; 53:1513-1528. [PMID: 38282066 PMCID: PMC11136711 DOI: 10.1007/s10964-024-01940-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Accepted: 01/07/2024] [Indexed: 01/30/2024]
Abstract
Longitudinal research is lacking with respect to how negative emotional reactivity and somatic symptoms during adolescence set the stage for later health. The aim of this longitudinal study was to examine within-person associations between negative emotional reactivity and somatic symptoms during adolescence and their effects on health and wellbeing in adulthood. Participants (N = 1527; 48.3% female) were assessed annually at the age of 12 to 16 years and at the age of 35 and 45 years. Adolescents with frequent somatic symptoms reported higher reactivity. Individual differences in levels and changes of somatic symptoms and reactivity were independently associated with adult health and wellbeing decades later. The findings underscore the importance of considering how individual differences change during adolescent development.
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Affiliation(s)
- Mathias Allemand
- University Research Priority Program "Dynamics of Healthy Aging", University of Zurich, Zurich, Switzerland.
| | - Helmut A Fend
- Institute of Education, University of Zurich, Zurich, Switzerland
| | - Patrick L Hill
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, USA
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Zhao Y, Niu J, Huang J, Meng Y. A bifactor representation of the Center for Epidemiological Studies Depression Scale for children: gender and age invariance and implications for adolescents' social and academic adjustment. Child Adolesc Psychiatry Ment Health 2024; 18:27. [PMID: 38378642 PMCID: PMC10880255 DOI: 10.1186/s13034-024-00717-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 02/05/2024] [Indexed: 02/22/2024] Open
Abstract
BACKGROUND The Center for Epidemiological Studies Depression Scale for Children (CES-DC) is a widely used scale for screening depressive symptoms in children and adolescents. This study aims to uncover the optimal factor structure of the DES-DC and presents an alternate conceptualization of adolescent depression by estimating bifactor models and several competing models using a sample of Chinese adolescents. METHODS The participants were 533 adolescents (49.7% boys, 49.7% girls, 3 participants did not report) between 12 and 18 years of age attending public secondary schools in the middle part of mainland China. Data were collected in classrooms using a questionnaire survey. A structural equation modeling approach was used to estimate and compare a series of competing models for the DES-DC. RESULTS A Bifactor exploratory structural equation model (Bi-ESEM) with the best model fit was retained for representing the current data. Tests of measurement invariance demonstrated strict measurement equivalence across gender and age. No gender and age differences have been found in the general depression factor. Findings provided evidence for the composite reliability and construct validity of DES-DC. Depressive symptoms positively related to the Big Five trait neuroticism, negative emotions, loneliness, social anxious behaviors, and disruptive behaviors during school and negatively related to agreeableness, conscientiousness, extraversion, physical health status, school connectedness, and academic self-efficacy. CONCLUSIONS This study provides support for the one general factor construct of the CES-DC and the continuum concept structure of adolescent depression. Moreover, this research offers empirical evidence for comparing depression symptoms among adolescent populations with diverse genders and age groups. Additionally, the findings replicate and expand upon the implications of depressive symptoms on adolescents' traits, well-being, social-relational adjustment, and academic adaptation.
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Affiliation(s)
- Yanhua Zhao
- School of Psychology, Henan University, Jinming Campus, Kaifeng, 475003, P. R. China.
| | - Jiahui Niu
- School of Psychology, Henan University, Jinming Campus, Kaifeng, 475003, P. R. China
| | - Jing Huang
- School of Psychology, Henan University, Jinming Campus, Kaifeng, 475003, P. R. China
| | - Yan Meng
- School of Education, Henan University, Jinming Campus, Kaifeng, 475003, P. R. China
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Davis M, Jones JD, Gallop R, So A, Dysart G, Young JF. Adolescent Depression Symptom Trajectories Detected Via Universal Screening in Pediatric Primary Care. Res Child Adolesc Psychopathol 2024; 52:183-194. [PMID: 37642920 DOI: 10.1007/s10802-023-01116-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/21/2023] [Indexed: 08/31/2023]
Abstract
Unique trajectories of adolescent depression symptoms have been identified, yet less is known about whether such patterns translate to real-world clinical settings. Because annual adolescent depression screening is becoming more prevalent in primary care, we examined whether longitudinal patterns of depression symptoms documented in the developmental psychopathology literature can also be detected via routine screening in primary care and explored how membership in the identified trajectories varied based on concurrent suicide risk and sociodemographic factors. A total of 1,359 adolescents aged 12-16 years old at the first timepoint were included in the current analyses. These adolescents completed three depression screeners during their well-visits in a large pediatric primary care network between November 15, 2017 and February 1, 2020. Retrospective electronic health record data were extracted, including sociodemographic variables and depression screening results. Dynamic functional time series clustering results indicated the optimal number of clusters was five. The five depression symptom trajectories were: (1) A-Shaped (i.e., relatively low depression symptoms at Time 1, a substantial increase in symptoms at Time 2, and a return to low symptoms at Time 3), (2) Increasing, (3) Low-Stable, (4) High-Decreasing, and (5) Low-Decreasing. Cluster differences in suicide risk largely mapped onto depression symptom levels at each assessment. We found cluster differences based on practice location, insurance type, and adolescent race. The symptom trajectories observed in this study resemble those found in the developmental psychopathology literature, though some key differences were noted. Findings can inform future research and symptom monitoring in primary care.
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Affiliation(s)
- Molly Davis
- Department of Child and Adolescent Psychiatry and Behavioral Sciences and PolicyLab, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
- Penn Implementation Science Center at the Leonard Davis Institute of Health Economics (PISCE@LDI), University of Pennsylvania, Philadelphia, PA, USA.
| | - Jason D Jones
- Department of Child and Adolescent Psychiatry and Behavioral Sciences and PolicyLab, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Robert Gallop
- Department of Mathematics, West Chester University, West Chester, PA, USA
| | - Amy So
- Department of Child and Adolescent Psychiatry and Behavioral Sciences and PolicyLab, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Psychology Department at Montclair State University, Montclair, NJ, USA
| | - Gillian Dysart
- Department of Child and Adolescent Psychiatry and Behavioral Sciences and PolicyLab, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Jami F Young
- Department of Child and Adolescent Psychiatry and Behavioral Sciences and PolicyLab, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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McDowell C, Rush J, Sukhawathanakul P. Does being defiant and irritable take a toll on physical health? Examining the covariation between symptoms of physical health and oppositional defiance across adolescence to young adulthood. Psychol Health 2023:1-17. [PMID: 37965947 DOI: 10.1080/08870446.2023.2280168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 11/01/2023] [Indexed: 11/16/2023]
Abstract
Objectives. While oppositional defiance is often considered a childhood behavioural problem, the negative impact of symptoms on relationships and emotional wellbeing may endure well into young adulthood and can affect overall physical health. However, little is known about the co - occurrence of oppositional defiance symptoms (ODS) and changes in physical health functioning, particularly during the transition to young adulthood. This study examines the coupled change between ODS and physical health symptoms during this critical developmental period to inform the long - term somatic manifestations of ODS.Methods. Participants (N = 662; 52% female) from the Victoria Healthy Youth Survey (V-HYS) were assessed for ten years across six biennial occasions from ages 12-18 to ages 22-30. A multilevel time -varying covariation model, disaggregating within- and between - person variability, examined whether change in ODS was systematically associated with change in physical health symptoms.Results. On average, individuals with higher ODS reported more physical health symptoms. Moreover, ODS also shared a significant within - person time - varying association with physical health, suggesting that the two symptom domains fluctuated together within - individuals across time, irrespective of between - person differences.Conclusion. This study provides a novel within- and between - person demonstration of the link between ODS and physical health symptoms from youth to young adulthood.
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Affiliation(s)
- Cynthia McDowell
- Department of Psychology, University of Victoria, Victoria, Canada
- Institute on Aging and Lifelong Health, University of Victoria, Victoria, Canada
| | - Jonathan Rush
- Department of Psychology, University of Victoria, Victoria, Canada
- Institute on Aging and Lifelong Health, University of Victoria, Victoria, Canada
| | - Paweena Sukhawathanakul
- Department of Psychology, University of Victoria, Victoria, Canada
- Institute on Aging and Lifelong Health, University of Victoria, Victoria, Canada
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Francisco R, Raposo B, Hormigo M, Sesifredo M, Carvalho A, Justo A, Godinho CA. #EntreViagenseAprendizagens: study protocol of a school-based intervention to promote well-being and healthy lifestyles among adolescents. Front Psychol 2023; 14:1213293. [PMID: 37529308 PMCID: PMC10389086 DOI: 10.3389/fpsyg.2023.1213293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 07/03/2023] [Indexed: 08/03/2023] Open
Abstract
Background Adolescence is a critical period of development in which well-being usually decreases, mental health problems (e.g., depression, anxiety) increase, and lifestyles become less healthy. Schools are a primary setting for the promotion of the well-being and overall health of adolescents, and preventive actions should be a priority within the scope of health-promoting schools. #EntreViagenseAprendizagens is a school-based intervention aiming to promote well-being and healthy lifestyles among adolescents based on social and emotional learning, positive psychology, and health education approaches. Methods This protocol describes a school-based intervention, #EntreViagenseAprendizagens, that will be implemented in several schools in Portugal. The program is aimed at 8th and 9th grade students (14-16 years old) and comprises 20 weekly sessions. One of the sessions is aimed at the students' parents/guardians. The intervention content targets social and emotional skills, health literacy (physical and mental health), healthy lifestyles, character strengths, and well-being. An experimental design will be used in the intervention evaluation. Eighth grade classes will be randomly assigned to the intervention group or the control group. All students complete the same assessment protocol at baseline, post-intervention, and 9-month follow-up. The impact assessment protocol includes measures related to well-being, health literacy, health-related knowledge, attitudes and behaviors, relationships with others, social and emotional skills, and sociodemographic data. Process evaluation includes evaluation forms at the end of each session and at the end of the program and focus groups with students, parents, and teachers at the end of the program. Discussion This school-based intervention may play an important role in promoting students' well-being and in preventing unhealthy lifestyles and socio-emotional maladjustment, by focusing on the development of social and emotional skills and health literacy among adolescents, empowering them to face the changing future and grow up healthy. Furthermore, this project aims to provide relevant scientific findings that can contribute to the development of better health-promoting schools.
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Affiliation(s)
- Rita Francisco
- Católica Research Centre for Psychological - Family and Social Wellbeing (CRC-W), Universidade Católica Portuguesa, Lisbon, Portugal
- School of Human Sciences, Universidade Católica Portuguesa, Lisbon, Portugal
| | - Beatriz Raposo
- Católica Research Centre for Psychological - Family and Social Wellbeing (CRC-W), Universidade Católica Portuguesa, Lisbon, Portugal
| | - Mafalda Hormigo
- Católica Research Centre for Psychological - Family and Social Wellbeing (CRC-W), Universidade Católica Portuguesa, Lisbon, Portugal
| | - Mónica Sesifredo
- Católica Research Centre for Psychological - Family and Social Wellbeing (CRC-W), Universidade Católica Portuguesa, Lisbon, Portugal
| | - Ana Carvalho
- Católica Research Centre for Psychological - Family and Social Wellbeing (CRC-W), Universidade Católica Portuguesa, Lisbon, Portugal
| | - Ana Justo
- School of Human Sciences, Universidade Católica Portuguesa, Lisbon, Portugal
| | - Cristina Albuquerque Godinho
- Católica Research Centre for Psychological - Family and Social Wellbeing (CRC-W), Universidade Católica Portuguesa, Lisbon, Portugal
- NOVA National School of Public Health, Public Health Research Centre, Comprehensive Health Research Center (CHRC), NOVA University Lisbon, Lisbon, Portugal
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Gallagher KM, Howie EK, Carney M. Musculoskeletal pain latent classes and biopsychosocial characteristics among emerging adults. BMC Musculoskelet Disord 2023; 24:334. [PMID: 37118767 PMCID: PMC10142412 DOI: 10.1186/s12891-023-06412-y] [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: 01/01/2023] [Accepted: 04/08/2023] [Indexed: 04/30/2023] Open
Abstract
BACKGROUND Emerging adults (aged 18-29) report high levels of musculoskeletal pain; however, it is unknown if body location and intensity patterns are related to different biopsychosocial characteristics. This study identified patterns of self-reported musculoskeletal pain among emerging adults and assessed if there were differences in their lifestyle and psychological characteristics. METHODS Data from survey responses from a large public university and a large medical university in the United States were used (n = 1,318). Self-reported pain location and intensity at five body regions were assessed, and latent class analysis identified classes separately for men and women. Mental health, physical activity, and sleep outcomes were compared between the classes. RESULTS Four classes were identified for men and women. Three of the classes were consistent between genders - "no pain," (women = 28% of their sample; men = 40% of their sample) "mild multisite pain," (women = 50%; men = 39%) and "moderate-severe multisite pain" (women = 9%; men = 7%). The fourth class for women was "moderate spine pain," (13%) and for men was "mild extremity pain" (13%). For both men and women, the "moderate-severe multisite" pain classes reported the highest levels of depression, anxiety, and stress, poorer sleep, and higher work physical activity than the "no pain" class. The "mild multisite" and "moderate spine" (women only) pain classes fell between the "no pain" and "moderate-severe" pain classes. The characteristics of the "mild upper extremity pain" class for men was similar to the "no pain" class. CONCLUSIONS The identified classes provide unique information on pain location and intensity in emerging adults. The high prevalence of "mild multisite pain" (n = 593; 45% of the total sample) demonstrates an intervention opportunity during this age range to prevent further increases in musculoskeletal pain later in life. Future work should assess the longitudinal outcomes of these pain classes, the impact of interventions for this age group, and the balance between leisure and occupational physical activity when addressing musculoskeletal health.
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Affiliation(s)
- Kaitlin M Gallagher
- Exercise Science Research Center, Department of Health, Human Performance, and Recreation, University of Arkansas, Fayetteville, AR, USA.
| | - Erin K Howie
- Exercise Science Research Center, Department of Health, Human Performance, and Recreation, University of Arkansas, Fayetteville, AR, USA
| | - Makayla Carney
- Exercise Science Research Center, Department of Health, Human Performance, and Recreation, University of Arkansas, Fayetteville, AR, USA
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Chen Y, Wang P, He Y, Jiang F, Liu H, Liu Y, Liu T, Tang YL, Zhu J. Gender differences in the association between lifestyle behaviors and mental health among psychiatrists in China. J Affect Disord 2022; 318:196-203. [PMID: 36041580 DOI: 10.1016/j.jad.2022.08.089] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 08/21/2022] [Accepted: 08/24/2022] [Indexed: 10/15/2022]
Abstract
INTRODUCTION Mental health symptoms are common among health professionals and the influence of lifestyle behaviors on psychiatrists' mental health is insufficiently understood. Based on a nationwide sample, we aimed to survey the lifestyle behaviors and mental health status among psychiatrists, and to identify the co-occurrence and gender differences in lifestyle behaviors. METHODS Data were collected through an anonymous questionnaire among psychiatrists in China. Depression, Anxiety and Stress Scale - 21 (DASS-21) was used to evaluate mental health symptoms. Latent class analysis (LCA) was used to explore the co-occurrence of lifestyle behaviors. The multivariate logistic regression model was used to examine the effects of demographic and lifestyle factors. RESULTS 4520 psychiatrists were included in the analysis with 11.5 % of them reporting smoking, 10 % reporting alcohol misuse, 35.2 % reporting physical inactivity, and 23.1 % reporting insomnia. The prevalence of depression, anxiety and stress symptoms were 29.2 %, 34.5 %, and 12.2 %, respectively. Significant gender differences were found in smoking (P < 0.001), alcohol misuse (P < 0.001), and physical inactivity (P < 0.001), but not in insomnia. Based on these four high-risk health behaviors above, three lifestyle behavior clusters with huge gender differences were identified through the LCA. Accordingly, the unhealthy lifestyle classes, though defined differently for males and females, were significantly associated with depression, anxiety, and stress. CONCLUSIONS The co-occurrence and significant gender differences in multiple lifestyle behaviors exist in this group, highlighting the need for gender-specific comprehensive interventions against mental health symptoms and the urgency of promoting their well-being.
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Affiliation(s)
- Yanhua Chen
- Vanke School of Public Health, Tsinghua University, Beijing, China; School of Medicine, Tsinghua University, Beijing, China
| | - Peicheng Wang
- Vanke School of Public Health, Tsinghua University, Beijing, China; School of Medicine, Tsinghua University, Beijing, China
| | - Yanrong He
- Vanke School of Public Health, Tsinghua University, Beijing, China
| | - Feng Jiang
- Institute of Healthy Yangtze River Delta, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Huanzhong Liu
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei, China; Anhui Psychiatric Center, Anhui Medical University, Hefei, China
| | - Yuanli Liu
- School of Health Policy and Management, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Tingfang Liu
- Institute for Hospital Management, Tsinghua University, Beijing, China
| | - Yi-Lang Tang
- Mental Health Service Line, Atlanta VA Medical Center, Decatur, USA; Addiction Psychiatry Fellowship Program, Department of Psychiatry and Behavioural Sciences, Emory University, Atlanta, USA.
| | - Jiming Zhu
- Vanke School of Public Health, Tsinghua University, Beijing, China.
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Xiang Q, Chen K, Peng L, Luo J, Jiang J, Chen Y, Lan L, Song H, Zhou X. Prediction of the trajectories of depressive symptoms among children in the adolescent brain cognitive development (ABCD) study using machine learning approach. J Affect Disord 2022; 310:162-171. [PMID: 35545159 DOI: 10.1016/j.jad.2022.05.020] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 03/02/2022] [Accepted: 05/05/2022] [Indexed: 02/08/2023]
Abstract
BACKGROUND Depression often first emerges during adolescence and evidence shows that the long-term patterns of depressive symptoms over time are heterogeneous. It is meaningful to predict the trajectory of depressive symptoms in adolescents to find early intervention targets. METHODS Based on the Adolescent Brain Cognitive Development Study, we included 4962 participants aged 9-10 who were followed-up for 2 years. Trajectories of depressive symptoms were identified by Latent Class Growth Analyses (LCGA). Four types of machine learning models were built to predict the identified trajectories and to obtain variables with predictive value based on the best performance model. RESULTS Of all participants, 536 (10.80%) were classified as increasing, 269 (5.42%) as persistently high, 433 (8.73%) as decreasing, and 3724 (75.05%) as persistently low by LCGA. Gradient Boosting Machine (GBM) model got the highest discriminant performance. Sleep quality, parental emotional state and family financial adversities were the most important predictors and three resting state functional magnetic resonance imaging functional connectivity data were also helpful to distinguish trajectories. LIMITATION We only have depressive symptom scores at three time points. Some valuable predictors are not specific to depression. External validation is an important next step. These predictors should not be interpreted as etiology and some variables were reported by parents/caregivers. CONCLUSION Using GBM combined with baseline characteristics, the trajectories of depressive symptoms with two years among adolescents aged 9-10 years can be well predicted, which might further facilitate the identification of adolescents at high risk of depressive symptoms and development of effective early interventions.
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Affiliation(s)
- Qu Xiang
- West China Biomedical Big Data Center, West China Hospital/West China School of Medicine, Sichuan University, Chengdu, China; Med-X Center for Informatics, Sichuan University, Chengdu, China
| | - Kai Chen
- School of Public Health, University of Texas Health Center at Houston, Houston, TX, USA
| | - Li Peng
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Jiawei Luo
- West China Biomedical Big Data Center, West China Hospital/West China School of Medicine, Sichuan University, Chengdu, China; Med-X Center for Informatics, Sichuan University, Chengdu, China
| | - Jingwen Jiang
- West China Biomedical Big Data Center, West China Hospital/West China School of Medicine, Sichuan University, Chengdu, China; Med-X Center for Informatics, Sichuan University, Chengdu, China
| | - Yang Chen
- West China Biomedical Big Data Center, West China Hospital/West China School of Medicine, Sichuan University, Chengdu, China; Med-X Center for Informatics, Sichuan University, Chengdu, China
| | - Lan Lan
- West China Biomedical Big Data Center, West China Hospital/West China School of Medicine, Sichuan University, Chengdu, China; Med-X Center for Informatics, Sichuan University, Chengdu, China
| | - Huan Song
- West China Biomedical Big Data Center, West China Hospital/West China School of Medicine, Sichuan University, Chengdu, China; Med-X Center for Informatics, Sichuan University, Chengdu, China.
| | - Xiaobo Zhou
- School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX, USA.
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Denche-Zamorano Á, Mendoza-Muñoz DM, Pastor-Cisneros R, Adsuar JC, Carlos-Vivas J, Franco-García JM, Pérez-Gómez J, Mendoza-Muñoz M. A Cross-Sectional Study on the Associations between Physical Activity Level, Depression, and Anxiety in Smokers and Ex-Smokers. Healthcare (Basel) 2022; 10:healthcare10081403. [PMID: 36011059 PMCID: PMC9408169 DOI: 10.3390/healthcare10081403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 07/21/2022] [Accepted: 07/25/2022] [Indexed: 11/25/2022] Open
Abstract
Introduction: depression and anxiety is one of the most relevant public health problems. The link between smoking and depression has been demonstrated. Regular physical activity (PA) could act as a protector against mental health diseases. Objectives: (1) to explore the prevalence of depression and anxiety in relation to sex and to the condition of smoker and ex-smoker, (2) to study the differences in prevalence proportions according to the frequency and level of PA, and (3) to calculate the probability of presenting depression or anxiety according to the frequency and level of PA. Methods: a cross-sectional study was conducted, based on data extracted from the 2014 and 2020 Spanish European Health Survey and the 2017 Spanish National Health Survey. The sample included 9524, 7813, and 9079 participants, respectively. Descriptive analysis was performed (comparisons using a Chi-square test and z-test for independent proportions). Probability odds ratios of anxiety and depression were calculated according to PA. Results: women had a higher prevalence of depression and anxiety than men (p < 0.001−0.003). Higher levels of prevalence were observed in inactive people versus very active or active people (p < 0.001). Inactive people had a higher risk of depression and anxiety compared to very active people. Conclusion: inactive smokers and ex-smokers had higher levels of prevalence of depression and anxiety than active and very active people. Physical inactivity could increase the risk of suffering these mental disorders in this population. This could affect women more than men.
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Affiliation(s)
- Ángel Denche-Zamorano
- Promoting a Healthy Society Research Group (PHeSO), Faculty of Sport Sciences, University of Extremadura,10003 Caceres, Spain; (Á.D.-Z.); (J.C.A.); (J.C.-V.)
| | - David Manuel Mendoza-Muñoz
- Promoting a Healthy Society Research Group (PHeSO), Faculty of Sport Sciences, University of Extremadura,10003 Caceres, Spain; (Á.D.-Z.); (J.C.A.); (J.C.-V.)
- Correspondence:
| | - Raquel Pastor-Cisneros
- Social Impact and Innovation in Health (InHEALTH), University of Extremadura, 10003 Caceres, Spain;
| | - José Carmelo Adsuar
- Promoting a Healthy Society Research Group (PHeSO), Faculty of Sport Sciences, University of Extremadura,10003 Caceres, Spain; (Á.D.-Z.); (J.C.A.); (J.C.-V.)
| | - Jorge Carlos-Vivas
- Promoting a Healthy Society Research Group (PHeSO), Faculty of Sport Sciences, University of Extremadura,10003 Caceres, Spain; (Á.D.-Z.); (J.C.A.); (J.C.-V.)
| | - Juan Manuel Franco-García
- Health Economy Motricity and Education (HEME), Faculty of Sport Sciences, University of Extremadura, 10003 Caceres, Spain; (J.M.F.-G.); (J.P.-G.)
| | - Jorge Pérez-Gómez
- Health Economy Motricity and Education (HEME), Faculty of Sport Sciences, University of Extremadura, 10003 Caceres, Spain; (J.M.F.-G.); (J.P.-G.)
| | - María Mendoza-Muñoz
- Research Group on Physical and Health Literacy and Health-Related Quality of Life (PHYQOL), Faculty of Sport Sciences, University of Extremadura, 10003 Caceres, Spain;
- Departamento de Desporto e Saúde, Escola de Saúde e Desenvolvimento Humano, Universidade de Évora, 7004-516 Évora, Portugal
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11
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Stevenson J, Miller CL, Martin K, Mohammadi L, Lawn S. Investigating the reciprocal temporal relationships between tobacco consumption and psychological disorders for youth: an international review. BMJ Open 2022; 12:e055499. [PMID: 35697442 PMCID: PMC9196180 DOI: 10.1136/bmjopen-2021-055499] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE To investigate reciprocal temporal relationships between tobacco consumption and psychological disorders for youth.Design: Review DATA SOURCES: Five databases (PubMed, Embase, Scopus, CINAHL and PsycINFO) on 26 September 2019 and updated on 11 May 2021, indexing tobacco, mental illness and longitudinal.Study selection: Methods used consensus and multiple reviewers. INTERVENTIONS Cohort studies (n=49) examining tobacco and selected psychological disorders (depression, anxiety, bipolar, psychosis, borderline personality disorder) among youth, and systematic reviews (n=4) of these relationships met inclusion criteria. PRIMARY AND SECONDARY OUTCOME MEASURES Effect of tobacco on psychological disorders and effect of psychological disorders on tobacco. DATA EXTRACTION AND SYNTHESIS Independent extraction by the first author and checked by final author. Joanna Briggs Institute Critical Appraisal Tools were used for all studies.Included studies had moderate-to-high appraisal scores. We synthesised findings using vote counting for effect direction and descriptive data. RESULTS Fifty-three studies were included in the review. Thirteen of 15 studies showed a positive effect direction of tobacco on depression (p<0.001). Six of 12 studies showed a positive effect direction of depression on tobacco (p=0.016). Six of eight studies showed a positive effect direction of tobacco on anxiety (p=0.016). Eleven of 18 studies showed a positive effect direction of anxiety on tobacco (p=0.003). No effect between tobacco and bipolar, or tobacco and psychosis was found. No studies examined tobacco and borderline personality disorder. CONCLUSIONS Reciprocal relationships existed between tobacco and both depression and anxiety for youth, though causality is unconfirmed. No positive effect direction was found between tobacco and psychosis, perhaps because nicotine has conflicting effects on psychosis. For other relationships examined, evidence was weak because of low number of studies. More research to inform prevention and early intervention is needed. PROSPERO REGISTRATION NUMBER CRD42020150457.
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Affiliation(s)
- Jeremy Stevenson
- College of Medicine and Public Health, Flinders University, Adelaide, South Australia, Australia
| | - Caroline Louise Miller
- Public Health, The University of Adelaide Faculty of Health and Medical Sciences, Adelaide, South Australia, Australia
- Health Policy Centre, South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia
| | - Kimberley Martin
- Public Health, The University of Adelaide Faculty of Health and Medical Sciences, Adelaide, South Australia, Australia
| | - Leila Mohammadi
- College of Medicine and Public Health, Flinders University, Adelaide, South Australia, Australia
| | - Sharon Lawn
- College of Medicine and Public Health, Flinders University, Adelaide, South Australia, Australia
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12
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Self-evaluation as an active ingredient in the experience and treatment of adolescent depression; an integrated scoping review with expert advisory input. BMC Psychiatry 2021; 21:603. [PMID: 34861833 PMCID: PMC8641228 DOI: 10.1186/s12888-021-03585-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 11/02/2021] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Negative self-perceptions is one of the most common symptoms of depression in young people, and has been found to be strongly associated with severity of depression symptoms. Psychological treatments for adolescent depression are only moderately effective. Understanding the role and importance of these self-perceptions may help to inform and improve treatments. The aim of this review was to examine self-evaluation as a characteristic of adolescent depression, and as an active ingredient in treatment for adolescent depression. METHODS We conducted a scoping review which included quantitative and qualitative studies of any design that reported on self-evaluation as a characteristic of, or focus of treatment for, adolescent depression. Participants were required to be 11-24 years and experiencing elevated symptoms of depression or a diagnosis. We also met with 14 expert advisory groups of young people with lived experience, clinicians, and researchers, for their input. Findings from 46 peer-reviewed research studies are presented alongside views of 64 expert advisors, to identify what is known and what is missing in the literature. RESULTS Three overarching topics were identified following the review and reflections from advisors: 1) What does it look like? 2) Where does it come from? and 3) How can we change it? The literature identified that young people view themselves more negatively and less positively when depressed, however expert advisors explained that view of self is complex and varies for each individual. Literature identified preliminary evidence of a bidirectional relationship between self-evaluation and depression, however, advisors raised questions regarding the influences and mechanisms involved, such as being influenced by the social environment, and by the cognitive capacity of the individual. Finally, there was a consensus from the literature and expert advisors that self-evaluation can improve across treatment. However, research literature was limited, with only 11 identified studies covering a diverse range of interventions and self-evaluation measures. Various barriers and facilitators to working on self-evaluation in treatment were highlighted by advisors, as well as suggestions for treatment approaches. CONCLUSIONS Findings indicate the importance of self-evaluation in adolescent depression, but highlight the need for more research on which treatments and treatment components are most effective in changing self-evaluation.
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Coetzee BJ, Gericke H, Human S, Stallard P, Loades M. What should a Universal School-Based Psychoeducational Programme to Support Psychological Well-Being amongst Children and Young People in South Africa Focus on and how should it be Delivered? A Multi-Stakeholder Perspective. SCHOOL MENTAL HEALTH 2021; 14:189-200. [PMID: 35273653 PMCID: PMC8897361 DOI: 10.1007/s12310-021-09465-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/21/2021] [Indexed: 12/16/2022]
Abstract
Children and young people are vulnerable to developing mental health problems. In South Africa, this vulnerability is compounded by contextual risk factors such as community violence and poverty. However, mental health services are scarce and costly, which precludes access for many. Universal school-based mental health programmes can prevent the onset of mental health problems in children and young people and have been implemented to good effect in high-income settings. We sought to understand stakeholder perspectives on what such a programme should focus on and how it could be implemented in practice within the South African context. We interviewed children and young people (n = 22), parents (n = 21), teachers (n = 17), and school mental health counsellors (n = 6) recruited from two schools in the Western Cape, South Africa. Interviews were audio-recorded, transcribed verbatim and analysed thematically. We generated three overarching themes: ‘the value of a mental health and well-being programme’, ‘content and delivery’, and ‘practicalities and logistics’. Participants were optimistic about the potential value of such a programme. Developing content that was appropriate for group delivery, flexible and timed to fit within the school schedule was important. Finding ways to make activities meaningful for large classes was important logistically, as was determining to what extent leaners would feel comfortable participating alongside their peers. Participants felt that outsiders, as opposed to school staff, should deliver the programme and that parents should be involved where possible. Developing a mental health programme for children and young people in the South African context requires careful understanding of who the key role players in such an intervention will be and how exactly they want to be involved and, how the challenges associated with practicalities and logistics can be overcome.
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Affiliation(s)
- Bronwynè J. Coetzee
- Department of Psychology, Stellenbosch University, Stellenbosch, South Africa
| | - Hermine Gericke
- Department of Psychology, Stellenbosch University, Stellenbosch, South Africa
| | - Suzanne Human
- Department of Psychology, Stellenbosch University, Stellenbosch, South Africa
| | | | - Maria Loades
- Department of Psychology, University of Bath, Bath, UK
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Wei J, Gong Y, Wang X, Shi J, Ding H, Zhang M, Kang C, Yu Y, Wang S, Shao N, Chen L, Han J. Gender differences in the relationships between different types of childhood trauma and resilience on depressive symptoms among Chinese adolescents. Prev Med 2021; 148:106523. [PMID: 33781775 DOI: 10.1016/j.ypmed.2021.106523] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Revised: 01/30/2021] [Accepted: 03/07/2021] [Indexed: 01/07/2023]
Abstract
Growing studies have paid attention to the relationships between childhood trauma, resilience and depressive symptoms. Depression is more common in girls, while gender differences in these associations have been rarely studied. Yet the study will be beneficial for prevention and intervention of depression in adolescents. The aim of this study is to examine gender differences in the effects of different types of childhood trauma and resilience on depressive symptoms. Data was collected from 6510 students (3408 males, aged 10-17 years) in Wuhan, Hubei, China from 2015 to 2016. Participants completed a self-report questionnaire assessing childhood trauma, resilience, and depressive symptoms. Multiple regression analysis was used to determine gender differences in the relationships between childhood trauma, resilience and depressive symptoms. We found that childhood trauma was positively related to depressive symptoms for both genders, but the relationship in females was stronger than in males. No significant gender difference was found in the independent effect of resilience to depressive symptoms. Resilience moderated the effects of emotional abuse, physical abuse and sexual abuse on depressive symptoms in both males and females. However, the interaction effect of resilience with emotional abuse on depressive symptoms was stronger in females compared to males. Our findings revealed gender differences in the links between childhood trauma and depressive symptoms among adolescents, and the interaction effect of resilience and childhood emotional abuse on depressive symptoms was gender-specific. These provide the basis for gender-special prevention and intervention measures for depressive symptoms in adolescents.
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Affiliation(s)
- Jishan Wei
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yusha Gong
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ximin Wang
- School of Pharmacy, China Pharmaceutical University, Nanjing, China
| | - JunXin Shi
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Huisi Ding
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Minli Zhang
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Chun Kang
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yizhen Yu
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Sichao Wang
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ning Shao
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Lecheng Chen
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Juan Han
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
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A High Psychological and Somatic Symptom Profile and Family Health Factors Predict New or Persistent Pain During Early Adolescence. Clin J Pain 2021; 37:86-93. [PMID: 33165022 DOI: 10.1097/ajp.0000000000000896] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 10/27/2020] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Persistent or recurrent pain is common among adolescents and is associated with poor functioning. The purpose of this study was to determine whether preteens who present with pain, and higher, co-occurring psychological and somatic symptoms (PSS) are at higher risk for persistent pain than other children. MATERIALS AND METHODS We conducted a secondary analysis of the longitudinal Adolescent Brain and Cognitive Development database (version 2.0.1) that includes 11,863 children aged 9 to 12 years. We differentiated children into baseline Pain/PSS profiles using the Child Behavior Checklist assessments of pain, cognitive-fogginess, somatic symptoms, depression, and anxiety and the Sleep Disorder Survey-Children somnolence subscale. We examined whether Pain/PSS profile predicted 1-year new/persistent pain when controlled for child characteristics and intergenerational mental health factors. RESULTS Four profiles were differentiated: No Pain/Low PSS, No Pain/High PSS, Pain/Low PSS, Pain/High PSS. Trauma exposure and family symptoms were associated with increased odds of being in the higher PSS groups. Baseline symptom profile predicted 14% of the variance in new/persistent pain at 1-year. Compared with the No Pain/Low PSS group, an increased odds of 1-year new or persistent pain was found in children with No Pain/High PSS (adjusted odds ratio [OR]: 1.44; [95% confidence interval: 1.14, 1.82]), Pain/Low PSS (adjusted OR: 4.69 [4.01, 5.48]) and Pain/High PSS (adjusted OR: 5.48 [4.35, 6.91]). DISCUSSION Preteen children with higher comorbid Pain/PSS symptomology were at higher risk for new or persistent pain at 1 year when controlled for important child and family characteristics. Findings support the importance of considering co-occurring symptoms when evaluating children with pain.
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Motivation, Self-Concept and Discipline in Young Adolescents Who Practice Rhythmic Gymnastics. An Intervention. CHILDREN-BASEL 2020; 7:children7090135. [PMID: 32937905 PMCID: PMC7552725 DOI: 10.3390/children7090135] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Revised: 09/09/2020] [Accepted: 09/11/2020] [Indexed: 12/19/2022]
Abstract
This study aims to develop an intervention based on TARGET strategies in young people practicing rhythmic gymnastics, with the aim of observing whether motivation, discipline, self-concept and flexibility are improved. This research is a longitudinal study of a quasi-experimental nature. A total of 104 young adolescents between the ages of 11 and 12 years (11.66 ± 0.47) participated in the study, of which 60 belong to the control group and 44 to the experimental group. The intervention programme lasted two months (17 sessions). TARGET strategies were applied to the experimental group during training. While the experimental group continued with its routine training. To measure the psychological variables, the instrument used were the Youth Physical Self-Concept Scale (C-PSQ), Reason Scale for Discipline (RSD) and Success Perception Questionnaire (SPQ), and for flexibility, the tests were applied to the Sit and Reach and Deep trunk flexion test. The results showed that those teenagers who participated in the intervention, obtained an increased climate task, which entails an enjoyment by the practice of physical activity itself, more optimal levels of physical self-concept and discipline, subsequently, obtaining better results of flexibility. While in the control group gymnasts the ego climate and demotivation increased. TARGET strategies applied to young adolescents have positive effects, improve motivation towards physical activity, self-concept and discipline. This results in greater performance in flexibility. This will encourage young adolescents to continue to engage in physical activity in the future.
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17
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Homel J, Thompson K, Leadbeater B. Changes in positive and negative peer influences and depressive symptoms from adolescence to young adulthood. J Adolesc 2020; 84:113-122. [PMID: 32911178 DOI: 10.1016/j.adolescence.2020.08.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 08/20/2020] [Accepted: 08/24/2020] [Indexed: 11/17/2022]
Abstract
INTRODUCTION Peers are believed to continue as prominent sources of influence for young adults. However, having peers who use alcohol and drugs is associated with depressive symptoms in young adults and research on the effects of having peers who model positive activities beyond adolescence is scarce. METHOD In this 10-year study of 644 Canadian youth (52% female), we used multilevel modeling to examine the effects of within-person and between-person differences in the interplay of peer behaviours and changes in depressive symptoms between ages 14 and 25. Data were collected via face-to-face interviews and surveys for private topics. RESULTS Youth with close friends who used drugs and alcohol consistently reported more depressive symptoms at each age, whereas having friends who engaged in positive activities was associated with fewer depressive symptoms, especially during adolescence. Moreover, at times when youth had more substance-using peers than usual (within person variation), they also reported more symptoms. CONCLUSIONS Substance-using peer contexts convey both short- and long-term risks for depressive symptoms. However, the protective effects of having peers who are engaged in positive activities, while generally protective, may be reduced in young adulthood. It is possible that older youth withdraw from peers and activities as their depression worsens, and prosocial activities become less supervised by parents, more optional, and more expensive.
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Affiliation(s)
- Jacqueline Homel
- School of Criminology and Criminal Justice, Griffith University, 176 Messines Ridge Road, Mount Gravatt, Queensland, 4122, Australia.
| | - Kara Thompson
- Department of Psychology, St Francis Xavier University, Antigonish, Nova Scotia, B2G 2W5, Canada.
| | - Bonnie Leadbeater
- Department of Psychology, University of Victoria, PO Box 3050 STN CSC, Victoria, British Columbia, V8W 3P5, Canada.
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18
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Cao R, Gao T, Hu Y, Qin Z, Ren H, Liang L, Li C, Mei S. Clustering of lifestyle factors and the relationship with depressive symptoms among adolescents in Northeastern China. J Affect Disord 2020; 274:704-710. [PMID: 32664005 DOI: 10.1016/j.jad.2020.05.064] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 04/23/2020] [Accepted: 05/13/2020] [Indexed: 11/27/2022]
Abstract
BACKGROUND Previous studies have showed the independent associations between screen time, physical activity (PA), sleep duration, and depressive symptoms, but little is known about the influence of lifestyles on depressive symptoms. This study aimed to identify clustering patterns of health-related behavior in Chinese adolescents and their association with depressive symptoms. METHODS The sample consisted of 4178 adolescent students. Screen time, physical activity, and sleep time were self-reported. The level of depressive symptoms was measured using the Center for Epidemiologic Studies Depression Scale. A two-step cluster analysis was conducted to identify lifestyle patterns. Univariate and multivariate logistic regression were used to examine the associations between clusters and depressive symptoms. RESULTS About 28.1% of participants reported depressive symptoms. Four lifestyle clusters were identified: (1) active pattern (n = 865 [20.7%]); (2) high sleep duration pattern (n = 1263 [30.2%]); (3) high screen time pattern (n = 665 [15.9%]); and (4) low physical activity-low sleep duration pattern (n = 1385[33.1%]). Cluster 1 and 2 were relatively healthy groups. Cluster 3 and 4 were at a higher risk of developing depressive symptoms than cluster 1. LIMITATIONS This was a cross-sectional study, and causal relations could not be identified. Self-reported questionnaire instruments were used to collect data, which might have led to some recall bias. CONCLUSIONS Clusters of lifestyle behaviors were identified, and differences in depressive symptoms were found among clusters. Public mental illness prevention strategies should expand their capacity to focus on lifestyle patterns.
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Affiliation(s)
- Ruilin Cao
- School of Public Health, Jilin University, No. 1163 Xinmin Street, Changchun, Jilin Province, 130021, China.
| | - Tingting Gao
- School of Public Health, Jilin University, No. 1163 Xinmin Street, Changchun, Jilin Province, 130021, China.
| | - Yueyang Hu
- School of Public Health, Jilin University, No. 1163 Xinmin Street, Changchun, Jilin Province, 130021, China.
| | - Zeying Qin
- School of Public Health, Jilin University, No. 1163 Xinmin Street, Changchun, Jilin Province, 130021, China.
| | - Hui Ren
- School of Public Health, Jilin University, No. 1163 Xinmin Street, Changchun, Jilin Province, 130021, China.
| | - Leilei Liang
- School of Public Health, Jilin University, No. 1163 Xinmin Street, Changchun, Jilin Province, 130021, China.
| | - Chuanen Li
- School of Public Health, Jilin University, No. 1163 Xinmin Street, Changchun, Jilin Province, 130021, China.
| | - Songli Mei
- School of Public Health, Jilin University, No. 1163 Xinmin Street, Changchun, Jilin Province, 130021, China.
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Agostinis-Sobrinho C, Werneck ADO, Kievišienė J, Moreira C, Ramírez-Vélez R, Rosário R, Norkiene S, Lopes L, Mota J, Santos R. IDEAL CARDIOVASCULAR HEALTH STATUS AND HEALTH-RELATED QUALITY OF LIFE IN ADOLESCENTS: THE LABMED PHYSICAL ACTIVITY STUDY. ACTA ACUST UNITED AC 2020; 39:e2019343. [PMID: 32876307 PMCID: PMC7457468 DOI: 10.1590/1984-0462/2021/39/2019343] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Accepted: 01/19/2020] [Indexed: 02/22/2023]
Abstract
Objective: Adolescent’s ideal cardiovascular health index (ICVH) seems to be an
important indicator of youth’s lifestyles and cardiometabolic health with
potential positive consequences for their Health-Related Quality of Life
(HRQoL). The purpose of this study was to examine the associations between
the ICVH index and HRQoL in adolescents. Methods: This was a cross-sectional study based on secondary analyses from the LabMed
Physical Activity Study (n=407 adolescents, 53% girls). ICVH, as defined by
the American Heart Association, was determined as meeting ideal behaviors
(physical activity, body mass index, smoking status, and diet intake) and
health factors (blood pressure, total glucose, and cholesterol). HRQoL was
measured with the Kidscreen-10 self-report questionnaire. Results: Analysis of covariance (ANCOVA) showed a significant association between the
accumulation of ideal cardiovascular health metrics and HRQoL
(F(4,403)=4.160; p=0.003). In addition, the higher the number
of ideal health behaviors accumulated, the higher the mean values of HRQoL
(p-value for trend=0.001), after adjustments for age, sex, socioeconomic
status and pubertal stage. Conclusions: ICVH index was positively associated with HRQoL in adolescents. Ideal health
behaviors metrics seem to have a stronger association with HRQoL than the
ideal health factors metrics in adolescents.
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Affiliation(s)
| | | | - Justina Kievišienė
- Faculty of Health and Sciences, Klaipeda University, Klaipeda, Lithuania
| | - Carla Moreira
- Research Centre in Physical Activity, Health and Leisure, Faculty of Sport, University of Porto, Portugal
| | - Robinson Ramírez-Vélez
- Department of Health Sciences, Public University of Navarra, Navarrabiomed- Pamplona, Navarra, Spain
| | - Rafaela Rosário
- School of Coimbra (ESEnfC), School of Nursing, University of Minho, Braga, Portugal
| | - Sigute Norkiene
- Faculty of Health and Sciences, Klaipeda University, Klaipeda, Lithuania
| | - Luís Lopes
- Research Centre in Physical Activity, Health and Leisure, Faculty of Sport, University of Porto, Portugal
| | - Jorge Mota
- Research Centre in Physical Activity, Health and Leisure, Faculty of Sport, University of Porto, Portugal
| | - Rute Santos
- Research Centre in Physical Activity, Health and Leisure, Faculty of Sport, University of Porto, Portugal
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20
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de Jonge-Heesen KWJ, Rasing SPA, Vermulst AA, Scholte RHJ, van Ettekoven KM, Engels RCME, Creemers DHM. Randomized control trial testing the effectiveness of implemented depression prevention in high-risk adolescents. BMC Med 2020; 18:188. [PMID: 32703288 PMCID: PMC7379355 DOI: 10.1186/s12916-020-01656-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 06/03/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Adolescent depression is a global mental health concern. Identification and effective prevention in an early stage are necessary. The present randomized, controlled trial aimed to examine the effectiveness of Cognitive Behavioral Therapy (CBT)-based depression prevention in adolescents with elevated depressive symptoms. This prevention approach is implemented in school communities, which allows to examine effects under real-life circumstances. METHODS A total of 5222 adolescents were screened for elevated depressive symptoms in the second grade of secondary schools; 130 adolescents aged between 12 and 16 years old (M = 13.59; SD = 0.68; 63.8% girls) were randomly assigned to the experimental (OVK 2.0) or control condition (psycho-education). Self- and parent-reported depressive symptoms were assessed at pretest and post intervention, as well as 6- and 12-months follow-up. Clinical assessment of depression was assessed at pretest and 6-months follow-up. RESULTS Intent-to-treat analyses revealed that the decrease in adolescent-rated depressive symptoms was significantly larger in the intervention condition than in the control condition. There was no significant difference in decrease of parent-rated depressive symptoms between both conditions. CONCLUSIONS Based on the findings, we recommend the implementation of screening and prevention in schools, according the basics of this study design. Since this is a new step forward, we discuss the clinical impact and challenges, as well possibilities for future research. TRIAL REGISTRATION The study is registered in the Dutch Trial Register for RCT's ( NTR5725 ). Date registered: 11 March 2016.
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Affiliation(s)
- Karlijn W. J. de Jonge-Heesen
- GGZ Oost Brabant, P.O. Box 3, 5427 ZG Boekel, The Netherlands
- Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam, P.O. Box 1738, 3000 DR Rotterdam, The Netherlands
| | - Sanne P. A. Rasing
- GGZ Oost Brabant, P.O. Box 3, 5427 ZG Boekel, The Netherlands
- Child and Adolescent Studies, Utrecht University, P.O. Box 80125, 3508 TC Utrecht, The Netherlands
| | - Ad A. Vermulst
- GGZ Oost Brabant, P.O. Box 3, 5427 ZG Boekel, The Netherlands
| | - Ron H. J. Scholte
- Praktikon, P.O. Box 6909, 6503 GK Nijmegen, The Netherlands
- Behavioural Science Institute, Radboud University Nijmegen, P.O. Box 9104, 6500 HE Nijmegen, The Netherlands
| | - Kim M. van Ettekoven
- GGZ Oost Brabant, P.O. Box 3, 5427 ZG Boekel, The Netherlands
- Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam, P.O. Box 1738, 3000 DR Rotterdam, The Netherlands
| | - Rutger C. M. E. Engels
- Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam, P.O. Box 1738, 3000 DR Rotterdam, The Netherlands
| | - Daan H. M. Creemers
- GGZ Oost Brabant, P.O. Box 3, 5427 ZG Boekel, The Netherlands
- Behavioural Science Institute, Radboud University Nijmegen, P.O. Box 9104, 6500 HE Nijmegen, The Netherlands
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A Moderated Mediation Analysis on the Association Between Perceived Discrimination and Physical Symptoms Among Immigrant Women from Mainland China into Hong Kong: Evidence from the FAMILY Cohort. J Immigr Minor Health 2020; 23:597-605. [PMID: 32642962 DOI: 10.1007/s10903-020-01042-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
With a research focus on the possible impact of perceived discrimination on physical symptoms, this study examined a moderated mediation model that depressive symptoms would mediate the association between perceived discrimination and physical symptoms, and family satisfaction would show moderating effects on both depressive and physical symptoms among immigrants. Immigrant women from Mainland China into Hong Kong (N = 966) completed a cross-sectional survey. Depressive symptoms mediated the association between perceived discrimination and physical symptoms. Family satisfaction moderated the association between perceived discrimination and depressive symptoms that participants with lower family satisfaction showed a stronger association. However, family satisfaction did not moderate with perceived discrimination or depressive symptoms to predict physical symptoms. Our findings demonstrated the health consequences of perceived discrimination. Development of resilience programs, particularly with a focus of strengthening family resources, may in tandem help immigrants manage their experiences with discrimination.
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Simblett S, Matcham F, Curtis H, Greer B, Polhemus A, Novák J, Ferrao J, Gamble P, Hotopf M, Narayan V, Wykes T. Patients' Measurement Priorities for Remote Measurement Technologies to Aid Chronic Health Conditions: Qualitative Analysis. JMIR Mhealth Uhealth 2020; 8:e15086. [PMID: 32519975 PMCID: PMC7315360 DOI: 10.2196/15086] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Revised: 10/31/2019] [Accepted: 12/15/2019] [Indexed: 01/19/2023] Open
Abstract
Background Remote measurement technology (RMT), including the use of mobile phone apps and wearable devices, may provide the opportunity for real-world assessment and intervention that will streamline clinical input for years to come. In order to establish the benefits of this approach, we need to operationalize what is expected in terms of a successful measurement. We focused on three clinical long-term conditions where a novel case has been made for the benefits of RMT: major depressive disorder (MDD), multiple sclerosis (MS), and epilepsy. Objective The aim of this study was to conduct a consultation exercise on the clinical end point or outcome measurement priorities for RMT studies, drawing on the experiences of people with chronic health conditions. Methods A total of 24 participants (16/24 women, 67%), ranging from 28 to 65 years of age, with a diagnosis of one of three chronic health conditions―MDD, MS, or epilepsy―took part in six focus groups. A systematic thematic analysis was used to extract themes and subthemes of clinical end point or measurement priorities. Results The views of people with MDD, epilepsy, and MS differed. Each group highlighted unique measurements of importance, relevant to their specific needs. Although there was agreement that remote measurement could be useful for tracking symptoms of illness, some symptoms were specific to the individual groups. Measuring signs of wellness was discussed more by people with MDD than by people with MS and epilepsy. However, overlap did emerge when considering contextual factors, such as life events and availability of support (MDD and epilepsy) as well as ways of coping (epilepsy and MS). Conclusions This is a unique study that puts patients’ views at the forefront of the design of a clinical study employing novel digital resources. In all cases, measuring symptom severity is key; people want to know when their health is getting worse. Second, symptom severity needs to be placed into context. A holistic approach that, in some cases, considers signs of wellness as well as illness, should be the aim of studies employing RMT to understand the health of people with chronic conditions.
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Affiliation(s)
- Sara Simblett
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Faith Matcham
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Hannah Curtis
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Ben Greer
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Ashley Polhemus
- Merck Research Labs IT, Merck Sharpe & Dohme, Prague, Czech Republic
| | - Jan Novák
- Merck Research Labs IT, Merck Sharpe & Dohme, Prague, Czech Republic
| | - Jose Ferrao
- Merck Research Labs IT, Merck Sharpe & Dohme, Prague, Czech Republic
| | - Peter Gamble
- Merck Research Labs IT, Merck Sharpe & Dohme, Prague, Czech Republic
| | - Matthew Hotopf
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | | | - Til Wykes
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
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- RADAR-CNS, London, United Kingdom
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Knapp AA, Feldner M, Allan NP, Schmidt NB, Keough ME, Leen-Feldner EW. Test of an Anxiety Sensitivity Amelioration Program for at-risk youth (ASAP-Y). Behav Res Ther 2020; 126:103544. [PMID: 31981802 PMCID: PMC7784583 DOI: 10.1016/j.brat.2019.103544] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Revised: 12/06/2019] [Accepted: 12/29/2019] [Indexed: 11/20/2022]
Abstract
OBJECTIVE Adult research supports the efficacy of targeting the malleable risk factor of anxiety sensitivity (AS) in preventing anxiety and related psychopathology. However, very little work has evaluated the impact of AS reduction among youth, which is unfortunate given adolescence is a "core risk" period in terms of disorder onset. METHOD The primary project aim was to test the effects of an Anxiety Sensitivity Amelioration Program for Youth (ASAP-Y) among a sample of 88 youth aged 10-14 years with elevated AS. High AS youth and a parent were randomly assigned to either the ASAP-Y, which consisted of psychoeducation and experimenter-led and parent-led exposures, or a general health information control condition. RESULTS Youth in the intervention condition sustained low AS levels across the intervention period, and although AS levels in both conditions decreased from baseline to the one-month assessment, this decrease was more pronounced at one-month for youth in the intervention condition. Further, significant indirect effects of condition on one-month anxiety and depression symptoms via reduced AS were detected. Homework compliance rates and self-report data support the acceptability of the ASAP-Y. Contrary to hypotheses, differences between conditions in emotional reactivity elicited using experimental psychopathology methods were not observed. CONCLUSIONS The current findings offer preliminary support for the ASAP-Y as an acceptable selective preventive intervention for at-risk youth, with specific anxiety- and depression-related effects through reduced AS.
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Affiliation(s)
- Ashley A Knapp
- Center for Behavioral Intervention Technologies, Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, 750 N. Lake Shore Dr. 10th Floor, Chicago, IL, 60611, USA; Anxiety Research Program, Department of Psychological Science, University of Arkansas, 216 Memorial Hall, University of Arkansas, Fayetteville, AR, 72701, USA.
| | - Matthew Feldner
- Anxiety Research Program, Department of Psychological Science, University of Arkansas, 216 Memorial Hall, University of Arkansas, Fayetteville, AR, 72701, USA.
| | - Nicholas P Allan
- Factors of Emotional/Affective Risk Laboratory, Department of Psychology, Ohio University, Porter Hall 209, Athens, OH, 45701, USA.
| | - Norman B Schmidt
- Anxiety and Behavioral Health Clinic, Department of Psychology, Florida State University, 1107 West Call Street, Tallahassee, FL, 32306, USA.
| | - Meghan E Keough
- Department of Psychiatry and Behavioral Sciences, University of Washington, 1959 NE Pacific Street Box 356560, Seattle, WA, 98195, USA.
| | - Ellen W Leen-Feldner
- Anxiety Research Program, Department of Psychological Science, University of Arkansas, 216 Memorial Hall, University of Arkansas, Fayetteville, AR, 72701, USA.
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Carroll AJ, Huffman MD, Zhao L, Jacobs DR, Stewart JC, Kiefe CI, Brunner W, Liu K, Hitsman B. Associations between depressive symptoms, cigarette smoking, and cardiovascular health: Longitudinal results from CARDIA. J Affect Disord 2020; 260:583-591. [PMID: 31539696 PMCID: PMC6931258 DOI: 10.1016/j.jad.2019.09.049] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Revised: 04/08/2019] [Accepted: 09/08/2019] [Indexed: 12/13/2022]
Abstract
INTRODUCTION Depression is associated with increased risk of incident and recurrent cardiovascular disease, while the association between depression and cardiovascular health (CVH) remains unknown. Because the natural course of depression varies widely, different patterns of depression, as well as co-occurring factors such as cigarette smoking, may influence this relationship. We examined potential interactions between longitudinal patterns of depression and smoking with CVH. METHODS Using data from the Coronary Artery Risk Development in Young Adults (CARDIA) study, we modeled trajectories of depression (Center for Epidemiologic Studies Depression scale scores; Years 5, 10, 15, 20) and smoking (cigarettes/day; Years 0, 2, 5, 7, 10, 15, 20). We calculated a modified American Heart Association (AHA) CVH Score (weight, blood glucose, cholesterol, blood pressure, physical activity, and diet; Year 20); higher scores indicate better CVH. Generalized linear models evaluated associations between depression trajectories, smoking trajectories, and their interaction with CVH Score. RESULTS The depression trajectory x smoking trajectory interaction was not associated with CVH Score, but main effects of depression trajectory (p < .001) and smoking trajectory (p < .001) were observed. Participants with patterns of subthreshold depression (β = -0.26, SE=0.08), increasing depression (β = -0.51 SE = 0.14), and high depression (β = -0.65, SE = 0.32) had lower CVH Scores than those without depression. Compared to never smokers, participants who quit smoking had higher CVH Scores (β = 0.38, SE = 0.11), while participants with the greatest smoking exposure had lower CVH Scores (β = -0.49, SE = 0.22). LIMITATIONS CVH Scores were adapted from the AHA guidelines based on the available CARDIA data. CONCLUSIONS Deleterious depression and smoking trajectories are independently but not synergistically associated with worse CVH.
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Affiliation(s)
- Allison J Carroll
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA; Division of Cardiac Surgery, Department of Surgery, Northwestern Medicine, Chicago, IL, USA.
| | - Mark D Huffman
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA; Division of Food Policy, The George Institute for Global Health, University of New South Wales, Sydney, Australia
| | - Lihui Zhao
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - David R Jacobs
- Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Jesse C Stewart
- Department of Psychology, Indiana University-Purdue University Indianapolis, Indianapolis, IN, USA
| | - Catarina I Kiefe
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
| | - Wendy Brunner
- Center for Rural Community Health, Bassett Resarch Institute, Cooperstown, NY, USA
| | - Kiang Liu
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Brian Hitsman
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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Xiao Y, Romanelli M, Lindsey MA. A latent class analysis of health lifestyles and suicidal behaviors among US adolescents. J Affect Disord 2019; 255:116-126. [PMID: 31150941 DOI: 10.1016/j.jad.2019.05.031] [Citation(s) in RCA: 58] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2018] [Revised: 01/31/2019] [Accepted: 05/18/2019] [Indexed: 12/30/2022]
Abstract
BACKGROUND Previous studies have documented the link between individual health behaviors and suicide, but little is known about the influence of health lifestyles on suicide among adolescents. This study aims to identify the unobserved patterns of health behaviors and to examine their associations with adolescent suicidal behaviors to inform screening of suicidality. METHODS Data were derived from a nationally representative sample of adolescents (n = 14,506, ages 12-18, 50.9% female) in the national school-based 2017 Youth Risk Behavior Survey. Latent class analysis was performed based on 13 health behaviors related to diet (e.g., frequency of consuming breakfast, fruits/vegetables, soda), physical activity (frequencies of physical activity, sports team participation), sleep, and media use (TV/computers). Suicidal behaviors were measured by three dichotomized variables, including suicidal ideation, plan, and attempts. Multivariate logistic regressions were used to examine associations between identified classes and suicidal behaviors. RESULTS Four classes of health lifestyles were identified. Class 1 (23.6%) consistently engaged in health-promoting behaviors, including eating breakfast daily, high intake of fruits/vegetables, physically active, and infrequent use of TV/computers. Class 2 (37.7%) had an irregular diet, moderate exercise, and high computer use. Class 3 (31.8%) had moderate diet, frequent exercise, and moderate sleep. Class 4 (6.9%) had the lowest engagement in health-promoting behaviors. Class 4 had higher odds of suicide plan than Class 1 (OR = 1.50, 95% CI = 1.10-2.05). Notably, Class 2 and 3 were less likely to attempt suicide than Class 1 (OR = 0.74, 95% CI = 0.57-0.95 for Class 2; OR = 0.65, 95% CI = 0.48-0.89 for Class 3). LIMITATIONS Due to the cross-sectional design, no causal inference can be drawn. CONCLUSIONS Both Class 1 (consistent) and Class 4 (lowest) engagement in health-promoting behaviors were associated with increased suicidal behaviors. Suicide prevention efforts that examine both lifestyles are keys to early detection of suicidal ideation and plans, and prevention of suicide attempts.
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Affiliation(s)
- Yunyu Xiao
- Silver School of Social Work, New York University, New York, USA; McSilver Institute for Poverty Policy and Research, New York, USA.
| | - Meghan Romanelli
- Silver School of Social Work, New York University, New York, USA; McSilver Institute for Poverty Policy and Research, New York, USA
| | - Michael A Lindsey
- Silver School of Social Work, New York University, New York, USA; McSilver Institute for Poverty Policy and Research, New York, USA
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Xu X, Mishra GD, Jones M. Trajectories of mental health symptoms for women in their 20s predict the onset of chronic physical conditions in their 30s: Two decades of follow-up of young Australian women. J Affect Disord 2019; 246:394-400. [PMID: 30597301 DOI: 10.1016/j.jad.2018.12.106] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2018] [Revised: 12/20/2018] [Accepted: 12/24/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND Mental health symptoms are highly prevalent and dynamic among young people. Little is known about the trajectories of these symptoms and subsequent development of chronic conditions. This study examines whether (1) mental health trajectories can predict the onset of chronic conditions in young women and (2) trajectories are stronger predictors of the incidence of these conditions than mental health status measured at single time point. METHODS 6013 young Australian women were followed every 3-year for 20 years. The mental health trajectories in their 20s and mental health status 3-year before the onset of chronic conditions were used to predict the incidence of six chronic conditions in their 30s. Mental health trajectories were identified using latent mixture modelling of five-item Mental Health Index. RESULTS Five mental health trajectories were identified: maintaining a high score (high-stable); starting low then steadily increasing (improving); moderately high score, declining, then increasing (declining-improving); starting high then steadily decreasing (declining), and maintaining a low score (low-stable). In their 30s, 1015 (16.9%) women developed one or more conditions. The low-stable and declining groups were associated with increased odds of developing one or more conditions by 45% (odds ratio [OR] 1.45, 95% confidence interval [CI] 1.09-1.94) and 48% (OR 1.48, 95% CI 1.10-1.98), respectively, compared with the high-stable group. These are not so clearly distinguished by only considering mental health status at single time. LIMITATION Self-reported chronic conditions. CONCLUSION Mental health symptom trajectories in women's 20s are associated with the onset of chronic physical conditions in their 30s.
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Affiliation(s)
- Xiaolin Xu
- The University of Queensland, School of Public Health, Centre for Longitudinal and Life Course Research, Level 3, Public Health Building, Herston Road, Herston, Brisbane, Queensland 4006, Australia.
| | - Gita D Mishra
- The University of Queensland, School of Public Health, Centre for Longitudinal and Life Course Research, Level 3, Public Health Building, Herston Road, Herston, Brisbane, Queensland 4006, Australia
| | - Mark Jones
- The University of Queensland, School of Public Health, Centre for Longitudinal and Life Course Research, Level 3, Public Health Building, Herston Road, Herston, Brisbane, Queensland 4006, Australia
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