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1.
Pediatrics ; 154(Suppl 2)2024 Oct 01.
Article in English | MEDLINE | ID: mdl-39352038

ABSTRACT

OBJECTIVES: To measure how early childhood exposure to lead affects school behavior from third to eighth grade, measured by the number and days of total school suspensions and out-of-school suspensions (OSS). METHODS: We estimate Poisson models using a cohort of 284 701 students with school records from 2006-2008 in North Carolina. We adjust for demographic and socioeconomic variables and school-grade-year cohort effects, and use coarsened exact matching to ensure similar characteristics across children with blood lead levels (BLLs) 2-10 µg/dL and children in the reference group with BLLs ≤1 µg/dL. RESULTS: BLLs ≥3 µg/dL are positively and significantly associated with all school suspension measures for sixth through eighth graders. The estimated effects on OSS for sixth through eighth graders are larger than the effects on total suspensions. For example, students with BLL = 3 µg/dL receive OSS 16% (95% confidence interval 3.6%-30%) more often and for 22% (95% confidence interval 7.3%-33%) more days than students with BLL ≤1 µg/dL. For third through fifth grade students, we only find a significant effect of lead exposure on suspensions at relatively high BLLs of 8-10 µg/dL. CONCLUSIONS: Our analysis demonstrates that BLL has significant adverse effects on third through eighth grade students' behavior, including at levels below the current Centers for Disease Control and Prevention's blood lead reference value of 3.5 µg/dL. We find that the adverse effects of lead are most strongly associated with more severe disruptive behavior in sixth through eighth graders, as measured by OSS. Our results underscore the long-term benefits of preventing early childhood exposure to lead.


Subject(s)
Environmental Exposure , Lead , Humans , Child , Lead/blood , Female , Male , Environmental Exposure/adverse effects , Adolescent , North Carolina/epidemiology , Schools , Child Behavior/drug effects , Lead Poisoning/epidemiology , Lead Poisoning/blood , Cohort Studies , Students/statistics & numerical data , Students/psychology
2.
MMWR Suppl ; 73(4): 79-86, 2024 Oct 10.
Article in English | MEDLINE | ID: mdl-39378246

ABSTRACT

Adolescent mental health and suicide risk remain substantial public health concerns. High pre-COVID rates of poor mental health and suicide-related behaviors have continued to rise, highlighting the need to identify factors that might foster positive mental health outcomes and reduce suicide-related behaviors at population levels. Using CDC's 2023 Youth Risk Behavior Survey, CDC analyzed the prevalence of mental health and suicide risk indicators and their associations with individual-, family-, and school- or community-level protective factors. Prevalence estimates were calculated for each of the mental health and suicide risk indicators by demographic characteristic. Prevalence ratios adjusted for sex, sexual identity, grade, and race and ethnicity were calculated to examine the association between protective factors and mental health and suicide risk indicators. Overall, 39.7% of students experienced persistent feelings of sadness and hopelessness, 28.5% experienced poor mental health, 20.4% seriously considered attempting suicide, and 9.5% had attempted suicide. Mental health and suicide risk indicators differed by sex, sexual identity, grade, and race and ethnicity. All protective factors were associated with lower prevalence of one or more risk indicators. Findings from this report can serve as a foundation for the advancement of research on protective factors and for the development and implementation of programs, practices, and policies that protect and promote mental health and emotional well-being among youth.


Subject(s)
Protective Factors , Risk-Taking , Students , Suicide , Humans , Adolescent , Male , Female , United States/epidemiology , Students/psychology , Students/statistics & numerical data , Suicide/ethnology , Suicide/psychology , Suicide/statistics & numerical data , Mental Health/ethnology , Schools , Risk Factors , Prevalence
3.
MMWR Suppl ; 73(4): 69-78, 2024 Oct 10.
Article in English | MEDLINE | ID: mdl-39378244

ABSTRACT

Relatively little is known about the association between school discipline and student health and well-being. Using CDC's 2023 Youth Risk Behavior Survey, CDC analyzed the prevalence of report of unfair discipline at school and associations with experiences at school, mental health, suicidal thoughts and behaviors, and health risk behaviors among high school students overall and stratified by race and ethnicity. Prevalence estimates, prevalence differences, and prevalence ratios adjusted for race (in overall models), grade, and sex were calculated. Overall, 19.3% of students reported receiving unfair discipline during the previous 12 months; Black or African American students had a higher prevalence (23.1%) compared with Hispanic or Latino students (18.4%) and White students (18.1%). Unfair discipline was reported among a majority of students who describe their sexual identity in some other way (besides gay, heterosexual, lesbian, bisexual, or questioning) for American Indian or Alaska Native (81.7%) and multiracial (57.1%) subgroups. Overall, report of unfair discipline was associated with every health risk behavior and experience examined, including being bullied at school or electronically, skipping school due to feeling unsafe, carrying a weapon at school, prescription opioid misuse, poor mental health, persistent feelings of sadness or hopelessness, seriously considered attempting suicide, and attempted suicide. This pattern of association was similar among most student groups in models stratified by race and ethnicity. This analysis is the first to demonstrate, among a nationally representative sample of high school students, that reports of unfair discipline are associated with various health risk behaviors and experiences. With these findings, public health and education practitioners can create interventions that equitably promote safe, supportive, and inclusive school environments for student health.


Subject(s)
Health Risk Behaviors , Schools , Students , Humans , Adolescent , Male , Female , United States/epidemiology , Students/psychology , Students/statistics & numerical data , Surveys and Questionnaires , Risk-Taking
4.
MMWR Suppl ; 73(4): 87-93, 2024 Oct 10.
Article in English | MEDLINE | ID: mdl-39378262

ABSTRACT

Breakfast consumption is positively associated with academic achievement and diet quality among students, whereas skipping breakfast has been linked with poor mental health. Data from CDC's 2023 nationally representative Youth Risk Behavior Survey were used to describe how often high school students ate breakfast in the past 7 days and the associations between skipping breakfast every day (ate breakfast on 0 of the past 7 days), experiencing persistent feelings of sadness or hopelessness, school connectedness, and self-reported grades. Prevalence estimates and corresponding 95% CIs were calculated, and t-tests were used to identify differences within demographic groups (e.g., sex, race and ethnicity, and sexual identity). Logistic regression analyses were conducted to calculate prevalence ratios describing breakfast skipping, adjusting for demographics, and stratified by sex and race and ethnicity. Most students missed breakfast ≥1 time in the past 7 days (72.6%), and 17.9% of students skipped breakfast every day, with differences by sex, sexual identity, and race and ethnicity. Overall, and among both males and females, students who experienced persistent feelings of sadness or hopelessness were more likely to skip breakfast every day. The association between feelings of sadness and hopelessness and skipping breakfast was generally consistent across racial and ethnic groups. In contrast, greater levels of school connectedness and earning mostly As or Bs were inversely associated with skipping breakfast. Students who had higher school connectedness were approximately 30% less likely to skip breakfast on all 7 days. Skipping breakfast and poor mental health co-occur among many adolescents and might impede students' readiness to learn. School efforts to make breakfast accessible and appealing to high school students might yield multiple benefits and help reinforce school administrators' efforts to recover student learning losses that occurred during the COVID-19 pandemic. Parents, school decision-makers, and organizations that partner with schools and families can use these findings to guide efforts to promote breakfast consumption.


Subject(s)
Breakfast , Risk-Taking , Schools , Students , Humans , Adolescent , Male , Female , United States/epidemiology , Students/psychology , Students/statistics & numerical data , Breakfast/psychology , Surveys and Questionnaires , Sadness/psychology , Feeding Behavior/ethnology , Feeding Behavior/psychology , Academic Success , Hope
5.
MMWR Suppl ; 73(4): 94-103, 2024 Oct 10.
Article in English | MEDLINE | ID: mdl-39378265

ABSTRACT

Schools are in a unique position to offer opportunities for students to be physically active throughout the school day and promote health and well-being. However, experiences that threaten safety or perceptions of safety might affect students' physical activity behaviors. Using the 2023 national Youth Risk Behavior Survey, six physical activity behaviors and five negative safety and violence experiences were examined from a nationally representative sample of U.S. high school students. This report updates national estimates for physical activity behaviors overall and by sex, grade, race and ethnicity, and sexual identity. In addition, associations between negative experiences and physical activity behaviors were examined, stratified by sex, via unadjusted and adjusted prevalence ratios. Regardless of negative safety and violence experiences, male students had a higher prevalence of meeting aerobic, muscle-strengthening, and both aerobic and muscle-strengthening physical activity guidelines compared with female students. In adjusted models among female students, a positive association was observed between being threatened or injured with a weapon at school and meeting the aerobic guideline, meeting the muscle-strengthening guideline, and playing on ≥1 sports team. Among male students, positive associations were observed between witnessing neighborhood violence and meeting the aerobic guideline and the muscle-strengthening guideline. A negative association was observed between attending physical education classes on all 5 days and witnessing neighborhood violence among female students and being bullied electronically among male students. Physical activity might serve as a mechanism that students employ to cope with negative safety and violence experiences. Understanding current physical activity behaviors among students with these negative experiences will be useful for school leaders, teachers, and public health practitioners who influence physical activity infrastructure and programming in schools and work to support safe, supportive, and inclusive school environments for student health. Although future research is needed to further explore these associations, physical activity continues to be an important behavior to prioritize for adolescent health in the school setting.


Subject(s)
Exercise , Risk-Taking , Safety , Schools , Students , Violence , Humans , Male , Adolescent , Female , Violence/statistics & numerical data , United States/epidemiology , Students/psychology , Students/statistics & numerical data , Surveys and Questionnaires
6.
MMWR Suppl ; 73(4): 1-12, 2024 Oct 10.
Article in English | MEDLINE | ID: mdl-39378301

ABSTRACT

The Youth Risk Behavior Surveillance System (YRBSS) is a set of surveys that tracks a broad range of behaviors, experiences, and conditions that can lead to poor health among high school students. The system includes a nationally representative Youth Risk Behavior Survey (YRBS) and separate school-based YRBSs conducted by states, tribes, territories, and local school districts. For the 2023 national YRBS, CDC made changes to the sampling method, survey administration mode, and questionnaire. Specifically, the sampling design added an American Indian or Alaska Native (AI/AN) supplemental sample so that separate, precise estimates could be made for AI/AN high school students, in addition to the usual sample designed to provide nationally representative data for the population of students in grades 9-12. To decrease the time needed to collect and process data, CDC changed the survey administration mode from paper-and-pencil scannable booklets to a tablet-based electronic survey. To provide national data on topics of emerging interest, CDC added new questions to the questionnaire. These new questions assessed social media use, experiences of racism at school, adverse childhood experiences, transgender identity, consent for sexual contact, and unfair discipline at school. Public health practitioners and researchers can use YRBSS data to examine the prevalence of youth health behaviors, experiences, and conditions; monitor trends; and guide interventions. This overview report describes 2023 YRBSS survey methodology, including sampling, data collection, data processing, weighting, and data analyses. The 2023 YRBS participation map, survey response rates, and a detailed examination of student demographic characteristics are included in this report. During 2023, in addition to the national YRBS, 68 site-level surveys were administered to high school students in 39 states, three tribal governments, five territories, and 21 local school districts. These site-level surveys use site-specific questionnaires that are similar to the national YRBS questionnaire but are modified to meet sites' needs. This overview and methods report is one of 11 featured in this MMWR supplement, which reports results from the 2023 national YRBS but does not include data from the 68 site-level surveys. Each report is based on data collected using methods presented in this overview report. A full description of YRBSS results and downloadable data are available (https://www.cdc.gov/yrbs/index.html).


Subject(s)
Behavioral Risk Factor Surveillance System , Risk-Taking , Humans , Adolescent , United States/epidemiology , Female , Male , Surveys and Questionnaires , Students/statistics & numerical data , Students/psychology
7.
BMC Public Health ; 24(1): 2747, 2024 Oct 09.
Article in English | MEDLINE | ID: mdl-39379860

ABSTRACT

BACKGROUND: Mental health problems among adolescents are a common concern globally. However, its relationship with childhood trauma is not clearly understood from the existing studies. Therefore, this study aims to explore the relationships among childhood trauma, mental health, self-control, and internet addiction in Chinese vocational high school students. METHODS: A cross-sectional survey was conducted among vocational high school students in China from October 2020 to December 2020. Standardized questionnaires were used to collect basic information regarding childhood trauma, self-control, psychological state, and social demographics. A structural equation model was used to study the relationships among internet addiction, self-control, childhood trauma, and mental health. RESULTS: A total of 3368 individuals participated in the study. The results revealed the mediating effects of poor self-control and internet addiction on the association between childhood trauma and mental health. CONCLUSIONS: Internet addiction and low self-control play mediating roles in childhood trauma and mental health. Clarifying these relationships will help formulate better-targeted interventions to improve the mental health of Chinese vocational high school students and aid in interventions to treat and prevent mental health problems.


Subject(s)
Adverse Childhood Experiences , Internet Addiction Disorder , Mental Health , Self-Control , Humans , Adolescent , China/epidemiology , Female , Male , Internet Addiction Disorder/psychology , Internet Addiction Disorder/epidemiology , Cross-Sectional Studies , Self-Control/psychology , Adverse Childhood Experiences/statistics & numerical data , Adverse Childhood Experiences/psychology , Mental Health/statistics & numerical data , Surveys and Questionnaires , Students/psychology , Students/statistics & numerical data , East Asian People
8.
BMC Public Health ; 24(1): 2744, 2024 Oct 08.
Article in English | MEDLINE | ID: mdl-39379902

ABSTRACT

BACKGROUND AND OBJECTIVE: Childhood psychological abuse (CPA) is highly associated with depression among college students. However, the underlying mechanisms between these variables need further exploration. This study aims to investigate internet addiction as a mediating factor and alexithymia and its different dimensions as moderating factors, to further complement the psychological mechanisms between CPA and depression among college students. METHODS: A self-report survey was conducted on 625 college students from two universities in Hunan Province, China. The survey included CPA, internet addiction, alexithymia, and depression. Descriptive and correlational analyses were performed on these variables, and a moderated mediation model was constructed. RESULTS: CPA is positively correlated with depression, internet addiction, and alexithymia among college students. Internet addiction partially mediates the relationship between CPA and depression among college students, while alexithymia enhances the relationship between CPA and internet addiction as well as depression among college students. The moderating effect of the different dimensions of alexithymia is inconsistent, with the modulation effect of difficulty in identifying feelings being the strongest. CONCLUSION: This study further elucidates the psychological mechanisms between CPA and depression among college students. Internet addiction serves as a mediating factor, while alexithymia may strengthen the relationship between CPA and internet addiction, as well as between CPA and depression.


Subject(s)
Affective Symptoms , Depression , Internet Addiction Disorder , Students , Humans , Male , Female , Students/psychology , Students/statistics & numerical data , Affective Symptoms/psychology , Affective Symptoms/epidemiology , China/epidemiology , Young Adult , Universities , Internet Addiction Disorder/psychology , Internet Addiction Disorder/epidemiology , Depression/epidemiology , Depression/psychology , Adolescent , Self Report , Adult , Surveys and Questionnaires , Internet
9.
BMC Womens Health ; 24(1): 553, 2024 Oct 08.
Article in English | MEDLINE | ID: mdl-39379906

ABSTRACT

BACKGROUND: As women increasingly delay childbearing for educational and career pursuits, understanding the age-related decline in ovarian reserve becomes crucial to avoid infertility. Egg freezing offers a solution, extending the window for achieving pregnancy with a biological child. However, awareness and acceptance of age-related fertility decline and elective egg freezing vary across countries and social groups. METHODS: This descriptive cross-sectional study investigates fertility awareness, childbearing intentions, and attitudes toward elective egg freezing among 138 undergraduate female students at a private university in Kumasi, Ghana. Data were collected via a Google App-based questionnaire. RESULTS: The majority of respondents were below 28 years old (76.3%), Christians (79.26%), and single (57. 78%). Many respondents overestimated their knowledge of age-related fertility decline, with almost half (48.89%) incorrectly believing it occurs after age 40. Primary sources of fertility education included health professionals, the Internet, and television. While most (62.96%) considered childbearing necessary, they would not have a child without a partner. Acceptance of donor egg in vitro fertilisation (IVF) varied based on circumstances, and a significant portion was open to donating their eggs (41.48%). Awareness of elective egg freezing was low, but nearly half (48.89%) expressed interest in it, primarily to retain the option for a biological child. The cost of elective egg freezing was a significant deterrent. CONCLUSIONS: The study revealed a significant lack of awareness regarding age-related fertility decline and elective egg freezing among female university students in Kumasi. Most prefer having a biological child only with a partner. While few were open to donating their eggs or accepting the same to achieve a pregnancy, interest in elective egg freezing was notable, albeit hindered by cost. The study recommends enhanced education by health professionals using social media and television to address these gaps.


Subject(s)
Cryopreservation , Health Knowledge, Attitudes, Practice , Students , Humans , Female , Adult , Cross-Sectional Studies , Ghana , Students/psychology , Students/statistics & numerical data , Young Adult , Universities , Surveys and Questionnaires , Intention , Fertility/physiology , Fertility Preservation/psychology , Reproductive Behavior/psychology , Reproductive Behavior/statistics & numerical data , Adolescent
10.
Front Public Health ; 12: 1444970, 2024.
Article in English | MEDLINE | ID: mdl-39381766

ABSTRACT

Background: Bystander Cardiopulmonary Resuscitation (CPR) can significantly improve the rate of return of spontaneous circulation in patients with cardiac arrest. Since first year students with no specific academic background are energetic and quick to learn, many Chinese schools offer first-aid training course including CPR to them before they start school. However, data on CPR knowledge, training, and willingness among first year students are lacking in most regions of China, which makes the effectiveness of CPR training unknown. Objectives: To evaluate first year students' knowledge level, training experience and rescue willingness for CPR of first year students in Xuzhou, and to analyze the influencing factors of CPR knowledge level and rescue willingness of first year students in Xuzhou. Design: A cross-sectional study. Participations: A total of 9,887 first year students from three universities in Xuzhou city were selected by multi-stage random cluster sampling method. Methods: A self-designed five-part structured questionnaire was used to investigate the knowledge, training and willingness of CPR among first year students. Independent sample t-test, χ2 -test and Logistic regression were used for data analysis. Results: The average score of CPR knowledge was 2.44 (±1.60), 99.13% of the respondents were willing to participate in CPR training, and 66.25% had received CPR training. Respondents with rural household registration, relatives who had suffered from serious diseases, relatives engaged in the medical profession, good self-rated quality of life, CPR training, and willing to CPR training had higher CPR knowledge levels. 76.77% of the respondents were willing to perform bystander CPR. Women, those who had received CPR training, and those who were willing to receive CPR training were more willing to help patients with sudden cardiac arrest. Lack of first aid knowledge and skills (82.61%) was the biggest obstacle hindering respondents from performing rescue. Conclusion: Most of the first year students of Xuzhou University in China have CPR training experience and have a strong willingness to train. Most are willing to perform bystander CPR, but have a low knowledge level. Colleges and universities can adopt diversified training methods, make plans for regular CPR retraining and other strategies to improve the quality and effect of CPR training for college students.


Subject(s)
Cardiopulmonary Resuscitation , Health Knowledge, Attitudes, Practice , Students , Humans , Cross-Sectional Studies , Cardiopulmonary Resuscitation/education , China , Female , Male , Surveys and Questionnaires , Students/psychology , Young Adult , Adolescent , Adult , First Aid
11.
JAMA Netw Open ; 7(10): e2438345, 2024 Oct 01.
Article in English | MEDLINE | ID: mdl-39382895

ABSTRACT

Importance: Suicide risk is a global public health crisis, with suicide ranking as a consistent leading cause of death among adults in the US. Autistic individuals and transgender or gender-nonconforming (TGNC) individuals represent populations with notably elevated rates of suicidal thoughts and behaviors (STBs). Objective: To characterize suicidal thoughts and behaviors among TGNC and autistic individuals, using a large, nationally representative sample. Design, Setting, and Participants: This study is a secondary analysis of cross-sectional data from students at colleges and universities throughout the US who participated in the American College Health Association National College Health Assessment from 2019 to 2023. Exposures: Autistic and TGNC identities were self-reported by participants. Main Outcomes and Measures: The frequency of intersectionality of autism and TGNC identities and whether those who had intersectional marginalized identities had increased likelihood of STBs were examined. STBs were self-reported by participants. A series of moderated regression analyses were performed to examine how the interaction between autism and possessing a marginalized gender identity (ie, TGNC status) was associated with STBs. Results: The sample included 41 507 college students with a mean (SD) age of 23.35 (6.83) years. A total of 2410 participants (5.81%) identified as being TGNC. Overall, 326 TGNC participants (13.53%) also identified as autistic, whereas 625 of those who identified as cisgender (1.58%) also identified as autistic. Gender identity and autism were associated with greater odds of STBs. For suicidal ideation, gender identity had an odds ratio (OR) of 3.34 (95% CI, 2.99-3.73), and autism had an OR of 2.06 (95% CI, 1.76-2.42). For suicide attempts, gender identity had an OR of 2.74 (95% CI, 2.13-3.52), and autism had an OR of 2.39 (95% CI, 1.62-3.52). A significant interaction existed for attempts (OR, 0.51; 95% CI, 0.27-0.97); nonautistic cisgender individuals had the lowest attempt rate. Conclusions and Relevance: This cross-sectional study addresses the dearth of information on how intersectionality in gender and autism status impacts the risk of STBs, and the results confirm the elevated risk of STBs among TGNC and autistic populations. Interventions are needed to support college students with these identities.


Subject(s)
Students , Suicidal Ideation , Transgender Persons , Humans , Male , Female , Cross-Sectional Studies , Students/psychology , Students/statistics & numerical data , Universities , United States/epidemiology , Young Adult , Transgender Persons/psychology , Transgender Persons/statistics & numerical data , Adult , Adolescent , Autistic Disorder/epidemiology , Autistic Disorder/psychology , Suicide, Attempted/statistics & numerical data , Suicide, Attempted/psychology
12.
J Med Internet Res ; 26: e49505, 2024 Oct 07.
Article in English | MEDLINE | ID: mdl-39374067

ABSTRACT

BACKGROUND: Health care students often endure numerous stressors throughout their undergraduate education that can have lasting negative effects on their mental well-being. Positive Intelligence (PQ) is a digital mental fitness program designed to enhance self-mastery and help individuals reach their potential by strengthening various "mental muscles." OBJECTIVE: This study aims to evaluate the effectiveness of a 6-week app-delivered PQ program in reducing perceived stress, increasing self-compassion, and decreasing rumination tendencies among health care undergraduates. We hypothesized that students would show reductions in perceived stress, increases in self-compassion, and decreases in rumination tendencies by the end of the PQ program, compared with their preprogram scores. We adopted an exploratory approach for the 5-month follow-up due to the limited research consensus on the sustained effects of app-based programs over varying periods. METHODS: The PQ program includes weekly hour-long videos, weekly group meetings, and daily 15-minute app-guided practices. Participants were first-year students from the occupational therapy program at a university in Singapore. Participants completed surveys measuring self-compassion, perceived stress, and rumination levels before and after the PQ program, and again at a 5-month follow-up. Data were analyzed using repeated measures ANOVA to assess differences across the pretest, immediate posttest, and follow-up posttest. RESULTS: Out of 87 students enrolled in the study, the final sample consisted of 64 students (n=47, 73%, female; mean age 23 years, SD 5.06 years) with complete data. At the end of the 6 weeks, students exhibited significant increases in self-compassion (before the intervention: mean 3.07, SD 0.35; after the intervention: mean 3.34, SD 0.35; P<.001) and reductions in rumination tendencies (before the intervention: mean 3.57, SD 0.40; after the intervention: mean 3.27, SD 0.34; P<.001). However, no significant change in perceived stress levels was observed (before the intervention: 2.99, SD 0.14; after the intervention: mean 2.97, SD 0.16; P=.50). These effects were not influenced by the daily app-based practice of PQ exercises, and there were no sustained effects on self-compassion (mean 3.17, SD 0.27; P=.09) or rumination tendencies (mean 3.42, SD 0.38; P=.06) at the 5-month follow-up. Additionally, there was a significant increase in perceived stress at follow-up (mean 3.17, SD 0.21; P<.001) compared with pre- and postintervention levels. CONCLUSIONS: The PQ program did not directly alter stress perceptions but may have reframed students' automatic negative thought processes, increased their awareness of self-sabotaging behaviors, and enhanced their self-compassion while reducing ruminative thinking. These findings highlight the importance of self-awareness for students' well-being. Students can benefit from practices such as mindfulness and peer discussions to enhance self-compassion and reduce rumination. Educators trained in the PQ program can foster a supportive environment that encourages self-compassion, challenges negative self-talk, and helps students manage stress.


Subject(s)
Empathy , Stress, Psychological , Humans , Female , Male , Stress, Psychological/psychology , Stress, Psychological/therapy , Longitudinal Studies , Young Adult , Adult , Mobile Applications , Students/psychology , Rumination, Cognitive
13.
BMC Psychiatry ; 24(1): 656, 2024 Oct 05.
Article in English | MEDLINE | ID: mdl-39367432

ABSTRACT

BACKGROUND: A better understanding of the relationships between insomnia and anxiety, mood, eating, and alcohol-use disorders is needed given its prevalence among young adults. Supervised machine learning provides the ability to evaluate which mental disorder is most associated with heightened insomnia among U.S. college students. Combined with Bayesian network analysis, probable directional relationships between insomnia and interacting symptoms may be illuminated. METHODS: The current exploratory analyses utilized a national sample of college students across 26 U.S. colleges and universities collected during population-level screening before entering a randomized controlled trial. We used a 4-step statistical approach: (1) at the disorder level, an elastic net regularization model examined the relative importance of the association between insomnia and 7 mental disorders (major depressive disorder, generalized anxiety disorder, social anxiety disorder, panic disorder, post-traumatic stress disorder, anorexia nervosa, and alcohol use disorder); (2) This model was evaluated within a hold-out sample. (3) at the symptom level, a completed partially directed acyclic graph (CPDAG) was computed via a Bayesian hill-climbing algorithm to estimate potential directionality among insomnia and its most associated disorder [based on SHAP (SHapley Additive exPlanations) values)]; (4) the CPDAG was then tested for generalizability by assessing (in)equality within a hold-out sample using structural hamming distance (SHD). RESULTS: Of 31,285 participants, 20,597 were women (65.8%); mean (standard deviation) age was 22.96 (4.52) years. The elastic net model demonstrated clinical significance in predicting insomnia severity in the training sample [R2 = .44 (.01); RMSE = 5.00 (0.08)], with comparable performance in the hold-out sample (R2 = .33; RMSE = 5.47). SHAP values indicated that the presence of any mental disorder was associated with higher insomnia scores, with major depressive disorder as the most important disorder associated with heightened insomnia (mean |SHAP|= 3.18). The training CPDAG and hold-out CPDAG (SHD = 7) suggested depression symptoms presupposed insomnia with depressed mood, fatigue, and self-esteem as key parent nodes. CONCLUSION: These findings provide insights into the associations between insomnia and mental disorders among college students and warrant further investigation into the potential direction of causality between insomnia and depression. TRIAL REGISTRATION: Trial was registered on the National Institute of Health RePORTER website (R01MH115128 || 23/08/2018).


Subject(s)
Bayes Theorem , Sleep Initiation and Maintenance Disorders , Students , Humans , Students/psychology , Students/statistics & numerical data , Female , Sleep Initiation and Maintenance Disorders/epidemiology , Male , Young Adult , Universities , United States/epidemiology , Adult , Machine Learning , Adolescent , Mental Disorders/epidemiology , Comorbidity
14.
BMC Psychol ; 12(1): 535, 2024 Oct 05.
Article in English | MEDLINE | ID: mdl-39369204

ABSTRACT

INTRODUCTION: Motivation is a driving force behind man's behavior which has led to many psychological studies throughout the world. Moreover, it is the fuel for successful learning. While intrinsic motives provide the internal rewards, extrinsic motivation supplies the required external rewards to keep the engine of learning running. Knowing the factors which impact intrinsic/extrinsic motivation helps educators target their efforts at a higher level and make more informed decisions. METHOD: This study intends to examine how intrinsic vs. extrinsic motivation may be influenced by demographics including learners' background factors of major, age, and occupation and to determine the relationships that may exist between intrinsic and extrinsic motivation. To this end, an explanatory sequential mixed-methods research was conducted at one of the public universities in Shiraz on the majors of Elementary Education, Educational Affairs, Social Studies and Theology, and the Arabic language which were selected through cluster sampling. These students were having their English courses at the university. Based on Krejcie and Morgan's formula for sample size, a questionnaire was administered to 100 participants to collect quantitative data. Moreover, semi-structured interview sessions were conducted with one fourth of the participants. RESULTS: Using Multiple Analysis of Variance (MANOVA) and Pearson correlation, we found that learners' background factors of age, field of study and professional status did not affect intrinsic nor extrinsic motivation. However, significant and positive relationships were found between intrinsic motivation and total motivation index, and between extrinsic motivation and total motivation index. Qualitative data obtained from the interviews were analyzed using a thematic analysis. The results of the interviews showed some new illuminating trends as revealed from the participants' responses and it was found that most interviewees followed intrinsic motives and considered motivation as a factor of great significance. CONCLUSION: In the English as a Foreign Language (EFL) context in which our study was conducted, instructors can follow more similar classroom motivational techniques and strategies since neither type of motivation was influenced by the variables of different major, age and occupation. Though many studies have shown that EFL learners are more extrinsically motivated in comparison with ESL ones, our study revealed that participants were more intrinsically motivated. Thus, this study may be replicated in other educational contexts such as an ESL context. The study can also be repeated in some universities in which other educational systems such as coed education is used to see the possible similarities and differences. Motivation is the important stimulant to impel the learners to achieve their learning goals; thus, it should receive sufficient attention in various educational settings.


Subject(s)
Motivation , Students , Humans , Male , Universities , Students/psychology , Students/statistics & numerical data , Female , Young Adult , Adult , Learning , Iran , Adolescent , Surveys and Questionnaires
15.
BMC Public Health ; 24(1): 2719, 2024 Oct 05.
Article in English | MEDLINE | ID: mdl-39369226

ABSTRACT

BACKGROUND: Adolescence is a critical period for the onset of mental health issues. In China, high school students face significant academic and social pressures, leading to high rates of mental health challenges. Gender differences in the manifestation of these symptoms have been observed, with boys and girls exhibiting distinct psychological profiles. OBJECTIVE: This study aims to explore the structure of psychological symptoms among Chinese high school students using network analysis, focusing on identifying core symptoms and gender differences in symptom networks. The key objectives are to: 1) identify the central psychological symptoms for boys and girls, and 2) uncover the interactions between symptoms to inform targeted interventions. METHODS: A cluster sampling method was used to recruit 3,769 high school students (2,206 males and 1,563 females) in Shanghai. The Middle School Students Mental Health Scale (MSSMHS) was administered, and network analysis was conducted using the R packages bootnet and qgraph to assess symptom network edges, centrality, and network strength. Comparisons between male and female networks were made. RESULTS: Network analysis showed tightly connected symptom networks for both genders, with 43 non-zero edges for boys (sparsity 0.04) and 39 for girls (sparsity 0.13). Depression was the core symptom for boys (centrality 1.20), while anxiety was central for girls (centrality 1.46). Boys showed a stronger link between interpersonal sensitivity and depression (edge value 0.20), while girls exhibited a stronger connection between anxiety and obsessive-compulsive symptoms (edge value 0.16). Network comparison tests revealed no significant differences in overall network strength between boys (4.625) and girls (4.660), with P-values greater than 0.05 across all comparisons. CONCLUSION: This study highlights significant gender differences in the psychological symptom networks of Chinese high school students. Depression and anxiety emerged as core symptoms for boys and girls, respectively. These findings provide a foundation for developing gender-sensitive mental health interventions, emphasizing the need for tailored approaches based on gender-specific symptom profiles.


Subject(s)
Students , Humans , Male , Female , China/epidemiology , Adolescent , Students/psychology , Students/statistics & numerical data , Sex Factors , Depression/epidemiology , Depression/psychology , Mental Disorders/epidemiology , Mental Disorders/psychology , Anxiety/epidemiology
16.
Front Public Health ; 12: 1459501, 2024.
Article in English | MEDLINE | ID: mdl-39371201

ABSTRACT

Introduction: Data on the mental health of university students in Germany during the later stages of the pandemic is still limited. This study aimed to determine (1) the prevalence of anxiety and depressive symptoms among university students 1.5 years after the first COVID-19 restrictions and (2) which factors were associated with these outcomes. Methods: The cross-sectional COVID-19 German Student Well-being Study (C19 GSWS) collected data of 6,996 students at five German universities. Associations between anxiety and depressive symptoms with sociodemographic and other factors were analyzed using multivariable logistic regression models. Results: The mean age of the participants was 23.9 years (SD = 4.8), 67% were female and 31% male. The prevalence for depressive symptoms was 29 and 32% for anxiety. The lack of a trusted person and financial difficulties were associated with anxiety and depressive symptoms. Being worried that someone in one's personal network had become severely ill with COVID-19 and concern about (re)infection with COVID-19 were associated with anxiety symptoms. Those with pre-existing health conditions had an up to 1.98-times higher chance for reporting depressive symptoms (OR, 95% CI: 1.01-3.88) and an up to 2.27-times higher chance for anxiety symptoms, respectively (OR, 95% CI: 1.15-4.46). Conclusion: Concepts for prevention and counseling to tackle mental health problems in students are needed and programs should take specific stressors in times of crises into account.


Subject(s)
Anxiety , COVID-19 , Depression , Students , Humans , COVID-19/epidemiology , COVID-19/psychology , Female , Germany/epidemiology , Male , Students/psychology , Students/statistics & numerical data , Universities , Depression/epidemiology , Depression/psychology , Anxiety/epidemiology , Anxiety/psychology , Cross-Sectional Studies , Young Adult , Adult , Prevalence , Mental Health/statistics & numerical data , SARS-CoV-2 , Surveys and Questionnaires , Pandemics , Adolescent
17.
BMC Public Health ; 24(1): 2712, 2024 Oct 04.
Article in English | MEDLINE | ID: mdl-39367408

ABSTRACT

OBJECTIVES: Helping residents select nutrient-dense foods is a strategy to improve their diet quality. However, communication based on the nutrient-dense foods as a positive attribute has not been widely used in nutritional education. This study aimed to develop an educational tool based on the picture and guidance of "Chinese food guide pagoda (2022) ", extend it with the concept of nutrient density, and investigate its acceptance by Chinese residents from Henan province. METHODS: Three examples (one-day diet with high, medium, and low nutrient-rich food (NRF) 9.2 score, an indicator for evaluating dietary nutrient density) were designed for developing a dietary nutrient density educational tool. A self-designed questionnaire was conducted to investigate the acceptance of the "dietary nutrient density educational tool" among college students from Henan province on the basis of the theory of planned behavior. RESULTS: Among the three one-day diets used in the tool, with the decrease in the NRF9.2 score, the energy intake increased from 1686 kcal to 2363 kcal, the dietary fat-to-energy ratio increased from 28 to 42%, and the mean adequacy ratio (MAR) decreased from 0.97 to 0.87. A total of 851 college students completed the acceptance questionnaire. The average score of the acceptance was 4.07, with a total score of 5. This study showed that resident's intention to use the tool was correlated with family residence, perceptual behavior control, and subjective norms. These three factors accounted for 83.5% of the variation in behavior intention. CONCLUSION: To encourage residents choosing healthier foods, a dietary nutrient density educational tool was developed to expanding the current instructional tool-the Chinese food guide pagoda (2022). The acceptance questionnaire survey revealed that residents had good acceptance of the tool, and family residence, perceptual behavior control, subjective norms may strongly contribute to their acceptance and the intention to use of the tool.


Subject(s)
Diet , Humans , China , Male , Female , Young Adult , Surveys and Questionnaires , Adult , Students/psychology , Students/statistics & numerical data , Health Education/methods , Adolescent , Nutritive Value
18.
Public Health Nutr ; 27(1): e198, 2024 Oct 07.
Article in English | MEDLINE | ID: mdl-39370951

ABSTRACT

OBJECTIVE: To understand the relationship between adolescents' unhealthy snacking behaviour during their school journey and their perceived and objective measures of food outlet availability in the school neighbourhood. DESIGN: A cross-sectional survey enquired about socio-demographic information, school transport modes, perceived presence of food outlets in the school neighbourhood and unhealthy food purchase and consumption on the school journey. A geographical information system analysis of the food outlets within 500 m and 1000 m school buffers was undertaken. Data were analysed using generalised linear mixed modelling. SETTING: All twelve secondary schools in Dunedin, Aotearoa New Zealand, March 2020-June 2022. PARTICIPANTS: Adolescents aged 13-18 years (n 725) who reported being familiar with their school neighbourhood. RESULTS: Perceived availability of food outlets in the school neighbourhood was inversely correlated with distance to the closest food outlet from school and positively correlated with food outlet density within 500 m and 1000 m school buffers. Adolescents' purchase and consumption of unhealthy snacks and drinks during the school journey were associated with perceived availability of food outlets and with shorter distance to the closest food outlet from school. Mixed transport users, girls and those living in high-deprivation neighbourhoods had higher odds of purchasing and consuming unhealthy snacks and drinks during the school journey than active transport users, boys and those living in low-deprivation neighbourhoods, respectively. CONCLUSIONS: Adolescents perceptions of the food environment and close access to food outlets in the school neighbourhood may influence adolescents' food purchase and consumption behaviours during the school journey.


Subject(s)
Adolescent Behavior , Residence Characteristics , Schools , Snacks , Humans , Adolescent , Female , Male , Cross-Sectional Studies , Residence Characteristics/statistics & numerical data , New Zealand , Adolescent Behavior/psychology , Feeding Behavior/psychology , Food Supply/statistics & numerical data , Perception , Students/psychology , Students/statistics & numerical data , Food Services/statistics & numerical data
19.
Longit Life Course Stud ; 15(4): 464-477, 2024 Aug 26.
Article in English | MEDLINE | ID: mdl-39371023

ABSTRACT

Socio-emotional skills, vital for navigating life's challenges, significantly influence educational success and well-being. Thus, socio-economic disparities in these skills may contribute to broader inequalities in achievement. Despite their importance, research in certain contexts, like France, remains limited. Self-efficacy, a cornerstone of socio-emotional well-being, develops early and it is influenced by familial and contextual factors. The primary school years are central for self-efficacy development. During this period, socio-economic gaps in self-efficacy may emerge, influenced by family environments and experiences at school. Using data from the 2011 Panel of Pupils we find that French pupils have similar academic self-efficacy whatever their socio-economic background at the start of primary school. However, at the end of primary school, children coming from more disadvantaged socio-economic backgrounds exhibit lower academic self-efficacy as compared to more advantaged peers, and this socio-economic gap is particularly strong among girls. The findings of this work underscore the need for educational policies to focus on socio-emotional skills development alongside cognitive skills from an early age to reduce socio-economic inequalities.


Subject(s)
Schools , Self Efficacy , Socioeconomic Factors , Students , Humans , France , Female , Male , Child , Students/psychology , Academic Success
20.
Sci Rep ; 14(1): 23004, 2024 10 03.
Article in English | MEDLINE | ID: mdl-39362873

ABSTRACT

Mobile phone addiction has become a widespread phenomenon in Chinese society, attracting significant social attention. However, there is still limited understanding of complexities and relationships concerning anxiety, depression, self-esteem, and mobile phone addiction (MPA) among college students. To better understand the relationships among depression, anxiety, self-esteem, and mobile phone addiction, the aim of this study was to explore these relationships, analyze the factors influencing mobile phone addiction, and examine the mediating effects of anxiety and self-esteem on the relationship between depression and mobile phone addiction. Data from 2023 were collected, and the SDS depression scale, SAS anxiety scale, mobile phone addiction scale, and Robert self-esteem scale were employed. Pearson correlation analysis and structural equation modeling revealed significant associations between depression, anxiety, self-esteem, and mobile phone addiction. Further analysis indicated that anxiety mediated the relationship between depression and mobile phone addiction, meanwhile, self-esteem mediated the relationship between depression and mobile phone addiction. Self-esteem also mediated the relationship between anxiety and mobile phone addiction. Additionally, anxiety and self-esteem played sequential mediating roles in mobile phone addiction. These findings contribute to a better understanding of the mechanisms underlying the relationship between depression and mobile phone addiction. The discussion provides practical and effective recommendations for the prevention and intervention of mobile phone addiction among college students.


Subject(s)
Anxiety , Behavior, Addictive , Cell Phone , Depression , Self Concept , Students , Humans , Male , Female , Depression/psychology , Depression/etiology , Behavior, Addictive/psychology , Anxiety/psychology , Young Adult , Students/psychology , Adult , Adolescent , Surveys and Questionnaires , Universities
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