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Li R, Deng R, Song T, Xiao Y, Wang Q, Fang Z, Huang Y, Jiao F, Chen Y. Gender-specific factors of suicidal ideation among high school students in Yunnan province, China: A machine learning approach. J Affect Disord 2024; 364:157-166. [PMID: 39147147 DOI: 10.1016/j.jad.2024.08.072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Revised: 06/04/2024] [Accepted: 08/12/2024] [Indexed: 08/17/2024]
Abstract
BACKGROUND Suicidal ideation (SI) assumes a pivotal role in predicting suicidal behaviors. The incidence of SI among high (junior and senior) school students is significantly higher than that of other age groups. The aim of this study is to explore the gender differences in SI among high school students in Yunnan Province. METHOD A total of 6180 students in grades 7-12 in Yunnan province, China from May 2021 to May 2022 participated in this survey. Univariate analysis was employed to describe the influencing factors of male and female students' SI. Subsequently, data were stratified by gender. Adopting machine learning technique, including Least Absolute Shrinkage and Selection Operator (Lasso) and Boruta algorithm, and logistic regression model to estimate the direction and effect magnitude of the influencing factors. RESULTS The prevalence of SI was significantly higher for females (31.34 %) than males (16.73 %). The logistic regression model was established using the variables screened by Boruta algorithm, indicated that anxiety, depression, suffering emotion abuse or emotion neglect in childhood, non-suicidal self-injury, evening chronotype are common risk factors for SI in male and female students. Notably, female students who exhibited aggressive behavior, have experienced bullying, and were in the junior high school learning stage were more likely to report SI than their male counterparts. CONCLUSIONS Females showed more vulnerability to SI than males especially among females in junior high school, reporting aggressive behavior and bullying experiences. Tailored prevention strategies, informed by these gender-related distinctions, should be developed and implemented.
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Affiliation(s)
- Ruiyu Li
- School of Public Health, Kunming Medical University, Kunming, Yunnan 650500, China
| | - Rui Deng
- School of Public Health, Kunming Medical University, Kunming, Yunnan 650500, China
| | - Ting Song
- School of Public Health, Kunming Medical University, Kunming, Yunnan 650500, China
| | - Yan Xiao
- Foreign Languages Department, Kunming Medical University, Yunnan 650500, China
| | - Qi Wang
- School of Public Health, Kunming Medical University, Kunming, Yunnan 650500, China
| | - Zhijie Fang
- School of Public Health, Kunming Medical University, Kunming, Yunnan 650500, China
| | - Yuan Huang
- School of Public Health, Kunming Medical University, Kunming, Yunnan 650500, China
| | - Feng Jiao
- School of Public Health, Kunming Medical University, Kunming, Yunnan 650500, China.
| | - Ying Chen
- School of Public Health, Kunming Medical University, Kunming, Yunnan 650500, China.
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Winds K, Marka T, Salcher B, Rieser N, Skrivanek C, Hochrainer M, Trost-Schrems J, Rainer LJ, Hitzl W, Augner C, Plattner B. Glow up: does a professional photoshoot intervention affect self-esteem and emotions among adolescent psychiatric patients?-A longitudinal intervention study. Front Psychiatry 2024; 15:1310252. [PMID: 38463433 PMCID: PMC10920346 DOI: 10.3389/fpsyt.2024.1310252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 02/06/2024] [Indexed: 03/12/2024] Open
Abstract
Background Today, online communication is shaped by a billion-dollar social media (SM) and social networking site (SNS) industry. Visual content consumed by children and adolescents has been shown to influence behavioral patterns, state emotions, and self-esteem (SE). In this study, we introduced a novel intervention creating visual content through a professional photoshoot and investigated its impact on state emotions and SE in child and adolescent psychiatric (CAP) patients. Methods Standardized and validated self-rating questionnaires were used to assess SE, state emotions, coping mechanisms, psychopathological symptoms, and internet use behavior at baseline. SE and state emotions were monitored at different time points around a professional photoshoot within 45 CAP patients (30 female patients; mean age, 15.1 years) using a longitudinal design. Results Within-subject repeated-measures ANOVA and bootstrapped paired-sample t-tests showed a significant fluctuation in state emotions and SE throughout the intervention. Spearman correlations and univariate logistic regressions revealed that internalizing symptomatology and maladaptive coping significantly worsened the outcome of the intervention on state emotions and SE in girls. Internet-related variables heightened the positive effect of the intervention in boys and lowered SE in girls during the intervention. Conclusion The photo intervention had various gender-specific effects. Boys did benefit from the intervention in terms of longitudinal outcome on positive state emotions (PE) and SE, even positively influenced by SNS and SM. Thus, it might be concluded that online social comparison was processed more beneficial in boys. In contrast, when working with visual content in girls, psychopathology and coping must be considered. Internet consumption in general, especially SM and SNS, was related to low SE in girls. Nevertheless, when therapeutically accompanied, the "glow up moment" during the shoot (high on PE and SE; low on negative state emotions) could be used as an index moment for therapeutic reflection.
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Affiliation(s)
- Kornelius Winds
- University Clinics for Child and Adolescent Psychiatry and Psychotherapeutic Medicine, Salzburger Landeskliniken, Paracelsus Medical University, Salzburg, Austria
- Centre for Cognitive Neuroscience Salzburg, Paris Lodron University Salzburg, Salzburg, Austria
| | - Theresa Marka
- University Clinics for Child and Adolescent Psychiatry and Psychotherapeutic Medicine, Salzburger Landeskliniken, Paracelsus Medical University, Salzburg, Austria
- Centre for Cognitive Neuroscience Salzburg, Paris Lodron University Salzburg, Salzburg, Austria
| | - Bernhard Salcher
- Department of Environment and Biodiversity, Paris Lodron University Salzburg, Salzburg, Austria
| | - Nicole Rieser
- University Clinics for Child and Adolescent Psychiatry and Psychotherapeutic Medicine, Salzburger Landeskliniken, Paracelsus Medical University, Salzburg, Austria
| | - Christine Skrivanek
- University Clinics for Psychiatry, Psychotherapy and Psychosomatics, Salzburger Landeskliniken, Paracelsus Medical University, Salzburg, Austria
| | - Michelle Hochrainer
- University Clinics for Pediatrics, Paracelsus Medical University, Salzburg, Austria
| | - Julia Trost-Schrems
- University Clinics for Child and Adolescent Psychiatry and Psychotherapeutic Medicine, Salzburger Landeskliniken, Paracelsus Medical University, Salzburg, Austria
| | - Lucas J. Rainer
- University Clinics for Child and Adolescent Psychiatry and Psychotherapeutic Medicine, Salzburger Landeskliniken, Paracelsus Medical University, Salzburg, Austria
- Centre for Cognitive Neuroscience Salzburg, Paris Lodron University Salzburg, Salzburg, Austria
- University Clinics for Psychiatry, Psychotherapy and Psychosomatics, Salzburger Landeskliniken, Paracelsus Medical University, Salzburg, Austria
- University Clinics for Neurology, Salzburger Landeskliniken, Paracelsus Medical University, Salzburg, Austria
| | - Wolfgang Hitzl
- Research Office Biostatistics, Paracelsus Medical University, Salzburg, Austria
| | - Christoph Augner
- University Clinics for Psychiatry, Psychotherapy and Psychosomatics, Salzburger Landeskliniken, Paracelsus Medical University, Salzburg, Austria
- Institute for Human Resources Research in Health Care, Salzburger Landeskliniken, Paracelsus Medical University, Salzburg, Austria
| | - Belinda Plattner
- University Clinics for Child and Adolescent Psychiatry and Psychotherapeutic Medicine, Salzburger Landeskliniken, Paracelsus Medical University, Salzburg, Austria
- Centre for Cognitive Neuroscience Salzburg, Paris Lodron University Salzburg, Salzburg, Austria
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Paulus FW, Joas J, Friedmann A, Fuschlberger T, Möhler E, Mall V. Familial context influences media usage in 0- to 4-year old children. Front Public Health 2024; 11:1256287. [PMID: 38274543 PMCID: PMC10808691 DOI: 10.3389/fpubh.2023.1256287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 11/20/2023] [Indexed: 01/27/2024] Open
Abstract
Background The use of digital media (e.g., smartphones, tablets, etc.) and the Internet have become omnipresent for every age group and are part of children's and parents' everyday life. Focusing on young children, the availability of media devices, their use as well as associated problems (e.g., in social, emotional and motor development) have increased in recent years. Of particular interest for prevention of these problems in early childhood is the relationship between the familial context (parental digital media use, Problematic Internet Use, school graduation, presence of siblings) and the digital media use of infants and toddlers. The present study's goal was to describe media usage in 0-4-year-old children and to identify the potential relationship between familial context factors and child media usage. Methods The sample included N = 3,035 children aged 0 to 3;11 years (M = 17.37 months, SD = 13.68; 49.13% female). Recruitment took place within the framework of a restandardization study for a German developmental test. The parents of the participants answered a questionnaire on socio-demographics, on child media use, and on parental media use. Questions on parental media use included the full version of the Short Compulsive Internet Use Scale (S-CIUS). Results Significant increases in media usage times with child age were identified, but no significant gender differences. A multiple regression analysis revealed that increasing maternal total media usage time, a higher parental S-CIUS score, lower school leaving certificate of both mother and father, and increasing child's age led to higher child media usage time. Having siblings diminished young children's media usage in this study. Having more than one child and having children aged over a year was associated with a higher parental S-CIUS score. Conclusion Family factors such as maternal media use time, Problematic Internet Use and lower school graduation are significantly associated with young children's digital media use. Parents should be aware of their personal influence on their children's media use which might be due their role in terms of model learning.
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Affiliation(s)
- Frank W. Paulus
- Child and Adolescent Psychiatry, Saarland University Hospital and Saarland University Faculty of Medicine, Homburg, Germany
| | - Jens Joas
- Child and Adolescent Psychiatry, Saarland University Hospital and Saarland University Faculty of Medicine, Homburg, Germany
| | - Anna Friedmann
- Technical University of Munich, TUM School of Medicine and Health, Chair of Social Pediatrics, München, Germany
| | - Tamara Fuschlberger
- Technical University of Munich, TUM School of Medicine and Health, Chair of Social Pediatrics, München, Germany
| | - Eva Möhler
- Child and Adolescent Psychiatry, Saarland University Hospital and Saarland University Faculty of Medicine, Homburg, Germany
| | - Volker Mall
- Technical University of Munich, TUM School of Medicine and Health, Chair of Social Pediatrics, München, Germany
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Paulus FW, Joas J, Gerstner I, Kühn A, Wenning M, Gehrke T, Burckhart H, Richter U, Nonnenmacher A, Zemlin M, Lücke T, Brinkmann F, Rothoeft T, Lehr T, Möhler E. Problematic Internet Use among Adolescents 18 Months after the Onset of the COVID-19 Pandemic. CHILDREN (BASEL, SWITZERLAND) 2022; 9:1724. [PMID: 36360452 PMCID: PMC9689314 DOI: 10.3390/children9111724] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 10/28/2022] [Accepted: 10/29/2022] [Indexed: 01/11/2024]
Abstract
Studies in recent years and especially since the beginning of the COVID-19 pandemic have shown a significant increase in the problematic use of computer games and social media. Adolescents having difficulties in regulating their unpleasant emotions are especially prone to Problematic Internet Use (PIU), which is why emotion dysregulation has been considered a risk factor for PIU. The aim of the present study was to assess problematic internet use (PIU) in adolescents after the third wave (nearly 1.5 years after the onset in Europe) of the COVID-19 pandemic. In the German region of Siegen-Wittgenstein, all students 12 years and older from secondary-level schools, vocational schools and universities were offered a prioritized vaccination in August 2021 with an approved vaccine against COVID-19. In this context, the participants filled out the Short Compulsive Internet Use Scale (SCIUS) and two additional items to capture a possible change in digital media usage time and regulation of negative affect due to the COVID-19 pandemic. A multiple regression analysis was performed to identify predictors of PIU. The original sample consisted of 1477 participants, and after excluding invalid cases the final sample size amounted to 1268 adolescents aged 12-17 (x = 14.37 years, SD = 1.64). The average prevalence of PIU was 43.69%. Gender, age, digital media usage time and the intensity of negative emotions during the COVID-19 pandemic were all found to be significant predictors of PIU: female gender, increasing age, longer digital media usage time and higher intensity of negative emotions during the COVID-19 pandemic were associated with higher SCIUS total scores. This study found a very high prevalence of PIU among 12- to 17-year-olds for the period after the third wave of the COVID-19 pandemic, which has increased significantly compared to pre-pandemic prevalence rates. PIU is emerging as a serious problem among young people in the pandemic. Besides gender and age, pandemic-associated time of digital media use and emotion regulation have an impact on PIU, which provides starting points for preventive interventions.
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Affiliation(s)
- Frank W. Paulus
- Department of Child and Adolescent Psychiatry, Saarland University Hospital, 66421 Homburg, Germany
| | - Jens Joas
- Department of Child and Adolescent Psychiatry, Saarland University Hospital, 66421 Homburg, Germany
| | - Ida Gerstner
- Department of Child and Adolescent Psychiatry, Saarland University Hospital, 66421 Homburg, Germany
| | - Anna Kühn
- Department of Clinical Pharmacy, Saarland University, 66123 Saarbrücken, Germany
| | - Markus Wenning
- Medical Association, Westfalen-Lippe, 48151 Münster, Germany
| | - Thomas Gehrke
- Medical Association, Westfalen-Lippe, 48151 Münster, Germany
- Vaccination Center, 57072 Siegen, Germany
| | - Holger Burckhart
- School of Education and Psychology, Siegen University, 57072 Siegen, Germany
| | - Ulf Richter
- School of Education and Psychology, Siegen University, 57072 Siegen, Germany
| | | | - Michael Zemlin
- Department of General Pediatrics and Neonatology, Saarland University Hospital, 66421 Homburg, Germany
| | - Thomas Lücke
- Medical Association, Westfalen-Lippe, 48151 Münster, Germany
- Department of Pediatrics, Ruhr University, 44791 Bochum, Germany
| | - Folke Brinkmann
- Department of Pediatrics, Ruhr University, 44791 Bochum, Germany
| | - Tobias Rothoeft
- Department of Pediatrics, Ruhr University, 44791 Bochum, Germany
| | - Thorsten Lehr
- Department of Clinical Pharmacy, Saarland University, 66123 Saarbrücken, Germany
| | - Eva Möhler
- Department of Child and Adolescent Psychiatry, Saarland University Hospital, 66421 Homburg, Germany
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