The relationship between internet addiction, sleep quality, and psycho-social problems among secondary school students in Erbil, 2023-2024.

OBJECTIVE: This study aimed to show the association between internet addiction (IA), sleep quality, and psycho-social problems among secondary school students DESIGN: A cross-sectional, descriptive, and correlational study design was used. SAMPLE: A total of 557 students from four secondary schools in Erbil were selected using multistage cluster sampling MEASUREMENTS: The questionnaires of this research contained socio-demographic data, Internet Addiction Test (IAT), Pittsburgh Sleep Quality Index (PSQI), and Pediatric Symptom Checklist-Y (PSC-Y) questionnaire. RESULTS: Findings indicated that students displayed a mild IA, averaging a score of 42.9 ± 19.18. Furthermore, the average sleep quality (PSQI) score was 8.95 ± 2.75, indicating moderate sleep disturbance, and the average score for psycho-social problems was 27.78 ± 13.29. Importantly, there was a strong and positive association between IA and psycho-social issues, as shown by a correlation coefficient of 0.31 (p < .001). Sleep quality was correlated with IA and psychosocial issues (p < .001, correlation values: .23 and .27, respectively) CONCLUSIONS: The study highlights the urgent need for health policymakers and nursing managers in Erbil to develop targeted interventions, such as awareness campaigns and digital well-being programs in school curricula, to mitigate the interlinked issues of IA, sleep quality, and psycho-social problems among students.

Assessment of nutrition knowledge and associated factors among secondary school students in Haramaya district, Oromia region, eastern Ethiopia: implications for health education.

Background: Nutrition knowledge stands as a cornerstone in facilitating informed dietary choices, thereby profoundly impacting overall health and lifestyle outcomes. Malnutrition often correlates with deficient nutritional knowledge, highlighting the critical need for comprehensive understanding in this domain. While Ethiopia has seen considerable research on nutritional status and associated factors, there remains a paucity of studies specifically addressing nutrition knowledge among secondary school students, particularly within the Haramaya District. Therefore, this study aimed to meticulously assess nutrition knowledge and its determinants among secondary school students in Eastern Ethiopia. Methods: Employing an institutional-based cross-sectional design, we carefully selected 417 students from secondary schools in Haramaya District, Eastern Ethiopia, through simple random sampling. Data Research Topic entailed structured interviews, with subsequent entry into Epi Data version 3.1 for meticulous analysis utilizing SPSS version 21 software. Descriptive statistics summarized participant characteristics, while both bivariable and multivariable logistic regression analyses were conducted to elucidate factors associated with nutritional knowledge, setting statistical significance at p-value <0.05. Results: All 417 selected students participated in the study, yielding a commendable response rate of 100%. The median nutritional knowledge score among students stood at 58, with an interquartile range spanning from 44 to 66. Approximately 46.76% (95% CI: 42-51.59) of students exhibited good nutritional knowledge. Significant determinants of nutrition knowledge included sex [adjusted odds ratio (AOR) = 1.77, 95% CI: 1.03-3.04], being senior secondary students (AOR = 3.3, 95% CI: 1.95-5.73), and access to nutrition information (AOR = 3.3, 95% CI: 1.60-6.87). Conclusion: Our findings illuminate a notable level of nutritional knowledge among secondary school students in Haramaya District. However, discernible disparities in nutrition knowledge emerged based on gender, educational level, and access to nutrition information. These insights underscore the exigency of targeted interventions aimed at enhancing nutrition literacy among students, thereby fostering holistic health promotion endeavors.

Is the socialization purpose of a social studies course being realized?: A Q-method research investigating secondary school students' socialization perceptions.

This research examined how effectively the social studies course achieves its intended purpose of socialization. The research was conducted using the Q-method. The participant group of the research was formed by the criterion sampling method. The participant group consisted of a total of forty-eight students, with sixteen from the fifth grade, sixteen from the sixth grade and sixteen from seventh grade, who were studying at secondary schools in the center of a province in Turkey. Data were collected with a list and a Q-matrix was developed by the researcher and analyzed using the PQ-Method 2.35 program. At the end of the research, it was determined that secondary school students' socialization perceptions were grouped under seven factors and were all different from each other. As a result, it was revealed that the purpose of the social studies course was not realized. Based on the results and limitations of the research, recommendations were developed to examine secondary school students' socialization perceptions with larger participant groups.

Cigarette Use and Secondhand Smoke Exposure Among Secondary School Students - China, 2023.

What is already known about this topic?: In 2021, the prevalence of experimental and current cigarette use among secondary school students in China stood at 16.7% and 4.7%, respectively. Additionally, 39.9% of these students were exposed to secondhand smoke at school. What is added by this report?: In comparison to 2021, the prevalence of current cigarette use remained unchanged at 4.2% in 2023, whereas experimental use declined to 13.7%. Notably, rates were significantly higher among vocational senior high school (VSHS) students relative to their peers in senior high school (SHS) and junior high school (JHS). Furthermore, exposure to secondhand smoke in schools decreased to 35.4% in 2023 from previously recorded levels, with more pronounced reductions observed in JHS and SHS populations and no notable change among VSHS students. What are the implications for public health practice?: Targeted tobacco control policies are imperative for secondary school students, including the establishment of smoke-free school environments. Additionally, it is crucial to pay close attention to the needs of VSHS students.

The effect of self-esteem development programme applied to secondary school students on self-esteem and peer bullying victimization: A randomized controlled trial.

BACKGROUND: Self-esteem and peer bullying, which affect the academic success and psychological development of secondary school students, are increasingly becoming a serious problem. AIM: This study was conducted to examine the effect of the Self-Esteem Development Programme applied to secondary school students on self-esteem and peer bullying victimization. METHODS: This randomized controlled trial was conducted with 66 students (intervention = 33, control = 33) studying in the 6th grade at a secondary school. Personal Information Form, Rosenberg Self-Esteem Scale and Peer Bullying Identification Scale Adolescent Form were used to collect the data. The intervention group received 8 sessions of Self-Esteem Development Programme in the form of one session per week of 45-60 min; the control group continued their routine education programme. RESULTS: In the study, after the Self-Esteem Development Programme, the mean self-esteem score of the intervention group increased and the mean peer bullying score decreased, and the difference between the groups was found to be statistically significant (p < 0.05). CONCLUSION: In conclusion, it can be stated that the Self-Esteem Programme is an effective psychiatric nursing intervention in increasing self-esteem and reducing peer bullying. IMPLICATIONS FOR PRACTICES: Students with low self-esteem are at risk of exposure to peer bullying. This study provides significant evidence for improving the self-esteem and reducing peer bullying among students who are at risk due to low self-esteem and peer bullying. The results of this study demonstrate that the Self-Esteem Development Programme can be utilized to enhance self-esteem and reduce exposure to peer bullying among students. CLINICALTRIALS ID: NCT04737374.

Provision of sexual health education in secondary schools: A multidisciplinary lens of stakeholders in southern highlands, Tanzania.

Introduction: School-based sexual health education reduces risky sexual outcomes for in-school adolescents such as unintended premarital pregnancies, unsafe abortions, increased risk of contracting sexually transmitted infections (STIs) including HIV and AIDS, early parenthood, a massive dropout from schools and untimely deaths. Despite the teaching of sexual health education in secondary schools, adolescents in Iringa Region are being exposed to increasing risks of sexual behaviours such as premarital sex, multiple sexual partners, and unprotected sex. This study examines stakeholders' attitudes and beliefs toward providing sexual health education in secondary schools in Iringa Region, Tanzania. Methods: A qualitative approach under cross-sectional design was used. A purposive sampling technique was applied in selecting the Districts and participants for the study while simple random was used in the selection of schools. The participants were purposively selected depending on their position and knowledge of the subject matter. This study had 50 participants in total, 36 of them were teachers (6 from each school) who participated in focus group discussions (FGDs). After that, in-depth interviews with 14 participants were also conducted including 6 headmasters/mistresses, 6 healthcare professionals and 2 District secondary education officers. All FGDs and in-depth interviews used standardized questions to elicit information. The collected data were audio-recorded through tape recorders, transcribed, and translated into English. An initial coding matrix was developed and refined throughout the coding process. Transcripts were coded and analyzed using the content analysis approach. Results: Findings from this study revealed all stakeholders having positive attitudes toward the provision of sexual health education in secondary schools. Results also revealed participants in favour of adolescents being taught several topics except for homosexuality. Findings on the appropriate age to start learning sexual health education revealed participants having trouble in fixing the right age, however, they said, at least 5 through 10 years before a child initiates sexual activity. Conclusion: The study concludes that stakeholders in the study areas have a positive attitude towards the provision of sexual health education in secondary schools and want students to be taught a wide range of topics before they initiate sexual activity. It is recommended that age-appropriate comprehensive sexuality education be given to teenagers to provide them with the knowledge they need to make informed decisions about their sexuality. This requires concerted efforts from the school, government and community involvement in the provision of sexual health education to in-school adolescents.

Living in fear at the unpredictability of mental health issues in the classroom: a phenomenological study of secondary school teachers in encountering students with mental health issues.

Background: The prevalence of mental health issues among secondary school students is on the rise. Secondary school teachers, outside the home environment, are often in a prime position to identify adolescents facing mental health challenges. Limited knowledge regarding the experiences and perspectives of secondary school teachers when encountering this particular group of students, particularly in Asian countries. Objectives: This study aimed to describe the lived experiences of secondary school teachers exposed to students with mental health issues in the classroom in a Chinese context. Methods: A descriptive phenomenological approach within the tradition of Husserl was used. A purposive sampling method was used to collect the participants in Changsha, Hunan, China. Sixteen secondary school teachers participated in this study. Individual, face-to-face interviews were conducted, tape-recorded, and transcripted. Colaizzi's seven-step descriptive phenomenological method was used to do the data analysis. Results: One Central theme: Living in fear at the unpredictability of mental health issues in the classroom and four sub-themes emerged: (1) Worried and anxious by the uncertainty of student mental health issues; (2) Scared and afraid by students' unpredictable behaviors; (3) Afraid of students' failure and its potential outcome; (4) Students having mental health issues are dangerous. Conclusions and implications: The teachers in this study found managing the unpredictability of mental health issues in the classroom deeply distressing and challenging. A comprehensive approach to address the cultural, social, and educational factors influencing secondary school teachers' experiences is encouraged.

Cyberbullying among secondary school students: Analyzing prediction and relationship with background, social status, and ICT use.

This study explored the predictions of and relationships between background, social status, and the use of information and communication technology (ICT) in cyberbullying among 2430 secondary school students from schools affiliated with Thailand's Office of the Basic Education Commission. The stratified sampling method was used along with the Cyberbullying Questionnaire, Sociometric Status Questionnaire, Perceived Popularity Questionnaire, and ICT Use Questionnaire and data were collected through the CU Smart Sociometry web application and Google Forms. Data analysis was conducted to determine 1) demographic data using descriptive statistics; 2) correlation analysis of students' backgrounds, sociometric status, and ICT use against cyberbullying using the chi-square test; and 3) variables that predict cyberbullying among secondary school students using multinomial logistic regression. Results showed a link between cyberbullying and secondary school students' backgrounds, social status, and ICT use. Students with different backgrounds (sex and academic performance), social statuses (social preference and perceived popularity), and ICT use partook in different cyberbullying roles. Independent variables of sex, academic performance, social preference, perceived popularity, and ICT use all predicted cyberbullying by 33.3 % with statistical significance. Male students were noted to have a higher likelihood of being cyberbullies than female students, whereas female students were more likely to be cybervictims and bystanders. Moreover, students with low academic performance were more likely to be cyberbullies and cybervictims than high-performing students, with rejected students having the highest likelihood of being cyberbullies. Interestingly, the higher a student's popularity, the higher was their likelihood of being cyberbullies. Finally, cyberbullies had the highest average daily internet use, and students who had never had their guardians monitor their internet usage were more likely to be cyberbullies; students with moderate and good social media behavior were mostly bystanders.

Inability to start or complete upper secondary school strongly predicts unemployment and psychosocial and psychiatric adversities - A register-based follow-up study from southwestern Sweden.

AIM: To study academic, social and psychiatric outcomes among adults in the general population in southwestern Sweden. Groups of individuals born in 1998 and ineligible, eligible but not completed, and eligible and completed upper secondary school were followed in 2020. METHODS: Data were retrieved from Statistics Sweden, the Swedish National Agency for Education, the Longitudinal Integrated Database for Health Insurance and Labour Market Studies, the Swedish National Crime Register and the National Patient Register. The four adverse outcomes neither engaging in post-secondary studies nor having a regular salary, needing social benefits, having any criminal conviction, and having a psychiatric disorder at age ≥16 were examined. RESULTS: Of the final sample of 2706 individuals who had attended 9th grade of compulsory school in 2014, 273 (10%) were ineligible for upper secondary school. Of eligible individuals, 82 (3%) never started, 282 (10%) did not complete and 2065 (77%) completed upper secondary school. Compared with completers, the odds ratios for adverse outcomes were markedly increased for all other groups up to 22 years old. CONCLUSION: Inability to start or complete upper secondary school strongly predicted unemployment and psychosocial and psychiatric adversities. School authorities should consider offering vocational programmes post compulsory school without grade restrictions.

Exploring Secondary School Athletic Trainers' Perspectives in Managing Mental Health Situations.

BACKGROUND: Most people believe that student-athletes experience fewer difficulties related to mental health than non-sport participants. However, several studies have shown high depression levels or emotional difficulties in adolescent athletes. Most secondary school students have access to athletic trainers in their schools. Secondary school athletic trainers (SSATs) are medical professionals who can provide health care for student-athletes, and they could be appropriate supporters in providing mental health management in secondary schools. However, there are no studies that have addressed their preparedness and confidence level to manage potential risk factors and mental health disorders. This study aims to ascertain preparedness and confidence levels from SSATs' perspectives in handling mental health disorders using a survey based on the mental health management guidelines and consensus statement. METHODS: This is a cross-sectional study design. The research team created an online survey questionnaire based on the National Athletic Trainers' Association (NATA) Mental Health Guidelines for Secondary School and Interassociation Recommendation: A Consensus Statement. Utilizing the NATA Research Survey Service, the online survey was emailed to SSATs who self-categorized as secondary school athletic trainers in the NATA membership system. (n = 171, 65% completion rate). SPSS was used to analyze the survey data. RESULT: This study found that 29.2% of SSATs reported they have policies or guidelines regarding mental health disorders management for minors. The most frequent policy was mandatory reporting in cases in which an individual is being abused or neglected (80.5%). The highest confidence area was aligned with the most frequent policy. The least frequent policy was considering unique stressors and triggers with student-athletes to recognize the potential mechanisms that may cause a mental illness or exacerbate an existing mental illness (58.5%). Even though the least frequent policy was not aligned with the least confidence area, it was the second lowest confidence level. This study identified significant differences between two different employment structures: school-based employment and hospital-based employment structures. Policies were more common in school-based employment than in hospital-based employment structures. CONCLUSION: This study demonstrated the gap between organizational and individual preparation. The majority of SSATs respondents expressed moderate to high confidence in their ability to manage mental health disorders, despite the lack of mental health policies or procedures in their secondary schools. This study recommends that SSATs create guidelines or procedures in the areas where they are least confident and prepared to offer mental health management for minor student-athletes. They can use the interassociation recommendations and the NATA guidelines for mental health care to close the gap.

A study of the impact of the new digital divide on the ICT competences of rural and urban secondary school teachers in China.

Teachers' competence in information and communication technology (ICT) applications can lead to a deeper integration of technology into the curriculum and improve the quality of education. However, its application and distribution issues could result in resource inequality and social injustice. Based on the ICT competency framework for teachers, the study investigates the variables influencing teachers' ICT competency. A prediction model of teachers' ICT competency is built using empirical data from secondary school teachers in Hebei Province, China, both in urban and rural settings. The study results show that a new digital divide does exist between urban and rural teachers and that differences in digital environment and digital literacy reflecting the new digital divide have different degrees of impact on teachers' ICT competence. Age and subject also affect teachers' ICT competence. In the new era, we can start with knowledge acquisition, knowledge deepening and knowledge creation to improve teachers' ICT competence.

The impact of boarding school on student development in primary and secondary schools: a meta-analysis.

As a long-established model of schooling, the boarding system is commonly practiced in countries around the world. Numerous scholars have conducted a great deal of research on the relationship between the boarding school and student development, but the results of the research are quite divergent. In order to clarify the real effects of boarding school on students' development, this study used meta-analysis to quantify 49 (91 effect sizes) experimental or quasi-experimental studies on related topics at home and abroad. The results find that: (1) Overall, boarding school has no significant predictive effect on student development, with a combined effect size of 0.002 (p > 0.05); (2) Specifically, boarding school has a significant positive predictive effect on students' cognitive development (g = 0.248, p < 0.001), a significant negative predictive effect on students' affective and attitudinal development (g = -0.159, p < 0.05), and no significant predictive effect on students' behavioral development (g = -0.115, p > 0.05) and physical development (g = -0.038, p > 0.05); (3) The relationship between the two is moderated by the school stage and the type of boarding school, but not by the instruments; (4) Compared with primary school students, senior high school students and urban boarding students, the negative predictive effect of boarding system on junior middle school students and rural boarding students is more significant. In addition, there are some limitations in the study, such as the limited number of moderator variables included, the results of the study are easily affected by the quality of the included literature, and the dimensionality of the core variable "student development" is not comprehensive enough. In the future, further validation should be conducted through in-depth longitudinal or experimental studies.

School health promotion and fruit and vegetable consumption in secondary schools: a repeated cross-sectional multilevel study.

BACKGROUND: Worldwide, recommendations for fruit and vegetable consumption are not met, which can cause chronic diseases. Especially adolescence is an important phase for the development of health behaviours. Therefore, in the Netherlands, the Healthy School program was established to aid schools in promoting healthy lifestyles among their students. We examined to what extent the variation between secondary schools regarding students' fruit and vegetable consumption could be explained by differences between schools regarding Healthy School certification, general school characteristics, and the school population. Additionally, we examined whether Healthy School certification was related to the outcomes, and whether the association differed for subgroups. METHODS: We performed a repeated cross-sectional multilevel study. We used data from multiple school years from the national Youth Health Monitor on secondary schools (grades 2 and 4, age ranged from approximately 12 to 18 years) of seven Public Health Services, and added data with regard to Healthy School certification, general school characteristics and school population characteristics. We included two outcomes: the number of days a student consumed fruit and vegetables per week. In total, we analysed data on 168,127 students from 256 secondary schools in the Netherlands. RESULTS: Results indicated that 2.87% of the variation in fruit consumption and 5.57% of the variation in vegetable consumption could be attributed to differences at the school-level. Characteristics related to high parental educational attainment, household income, and educational track of the students explained most of the variance between schools. Additionally, we found a small favourable association between Healthy School certification and the number of days secondary school students consumed fruit and vegetables. CONCLUSIONS: School population characteristics explained more variation between schools than Healthy School certification and general school characteristics, especially indicators of parental socioeconomic status. Nevertheless, Healthy School certification seemed to be slightly related to fruit and vegetable consumption, and might contribute to healthier dietary intake. We found small differences for some subgroups, but future research should focus on the impact in different school contexts, since we were restricted in the characteristics that could be included in this study.

Women in Saudi secondary school EFL textbooks: a critical study of women's empowerment as enshrined in the Saudi Vision 2030.

Since the launch of the Saudi Vision 2030, Saudi Arabia has undergone significant economic and social reforms in order to move away from the country's reliance on oil and toward a more diverse and sustainable economy. One of the important chapters in this endeavour is the empowerment of Saudi women whereby they are to be given opportunities equal to men. Against this new paradigm, this study investigates whether Vision 2030's transformative efforts surrounding women's empowerment are reflected in the country's EFL textbooks, or whether the traditional representation of Saudi women has remained unchanged. The analytical focal point is the pictorial representation of Saudi women in six textbooks which form part of the Mega Goal series, and which are used to teach English in Saudi secondary schools. The analysis examined the representations of females from three different angles: the percentage of appearances in the textbooks from the total human pictorials; the social roles and occupations depicted, and the activities that they are engaged in. Analysis along all three of these angles revealed that there is a remarkable imbalance between the depiction of men and women in these textbooks, in favour of men. The study concludes that the Mega Goal series' EFL textbooks fall short of providing a realistic representation of Saudi women and fails to include representative depictions of women who, like their male counterparts, have occupied senior roles and prestigious positions in the country. This conclusion points to the need to include such representation in EFL textbooks, so that the role of women as envisaged in Saudi's Vision 2030 complies with the Vision's determination to provide equal opportunities for both men and women.

Curriculum-based sexual and reproductive health education: revealing its relevance for risky sexual behaviors among secondary school students in Mwanza, Tanzania.

BACKGROUND: Secondary school students are vulnerable to risky sexual behaviors (RSBs) which may lead to adverse health consequences, such as teenage pregnancies and sexually transmitted diseases (STDs), including HIV/AIDS. In Tanzania, the burden of teenage pregnancy was reported to be 27% in 2016. The integration of sexual and reproductive health (SRH) education into the school curriculum is one of the proven crucial interventions. However, there is limited information on the extent to which curriculum-based SRH education is relevant for fostering good practices for coping with RSBs. This study sought to describe students' and teachers' perceptions of the relevance of curriculum-based SRH education. METHODS: A qualitative study was conducted from May to June 2020 (involving 5 secondary schools in Ilemela district, Mwanza, Tanzania). In-depth interviews (30) were conducted among secondary school students and 10 interviews for teachers. The data were collected in Swahili and then transcribed and translated into English after which thematic content analysis was performed. RESULTS: The majority (56%) of secondary school students were revealed to have a limited understanding of curriculum-based SRH education, which was limited to a few aspects of health that involved married people and pregnant women. Teachers of different subjects had different perceptions about the relevance of curriculum-based SRH education. Civics teachers had the perception that it was relevant and enough, while Biology teachers thought that it was not enough. Students reported utilizing the information taught in class to manage and navigate RSBs. Moreover, they expressed a need for additional delivery strategies to be used for a comprehensive understanding of sexual and reproductive health. CONCLUSION: Despite the identified gaps in providing a comprehensive knowledge that builds on the appropriate attitudes and skills, the existing curriculum-based SRH education in secondary schools was utilized to help students in addressing and managing RSBs. However, there is a need for more comprehensive information and an improved delivery approach for SRH to equip students with the necessary skills when faced with RSBs.

Sexual and reproductive health (SRH) education integrated into school curricula has proven effective in addressing risky sexual behaviors (RSBs) among in-school adolescents. Adolescents attending secondary schools, are susceptible to RSBs such as early sexual activity, multiple partners, unprotected intercourse, and unsafe abortions, leading to adverse health outcomes such as teenage pregnancies and HIV/AIDS. Despite the integration of SRH education into secondary school syllabi, these behaviors are still evident among students. There is a lack of data on the impact and relevance of curriculum-based SRH education on RSBs. To explore the relevance and effectiveness of SRH education in addressing RSB patterns, in-depth interviews were conducted among secondary school students and civics and biology teachers focusing on their perceptions and practical outcomes of SRH education in reducing RSBs. After conducting a thematic content analysis three main themes were discovered: (1) Student's understanding of curriculum-based SRH education in coping with RSBs (2), Perceptions of curriculum-based SRH education in coping with RSBs and (3) Utilizing curriculum-based SRH education in coping with RSBs. Majority of secondary school students (56%) had a limited understanding of SRH narrowed to aspects concerning married individuals and pregnancy. Teachers provided varying opinions regarding the efficacy of curriculum-based SRH education, with Civics instructors believing there is relevance while Biology teachers considered it limited. Students acknowledged using the available knowledge to address RSBs but expressed a desire for supplementary strategies to achieve a more thorough understanding of SRH. Improving the SRH education provided in schools will help reduce the consequences of RSBs.

Digital Phenotypes for Early Detection of Internet Gaming Disorder in Adolescent Students: Explorative Data-Driven Study.

BACKGROUND: Limited awareness, social stigma, and access to mental health professionals hinder early detection and intervention of internet gaming disorder (IGD), which has emerged as a significant concern among young individuals. Prevalence estimates vary between 0.7% and 15.6%, and its recognition in the International Classification of Diseases, 11th Revision and Diagnostic and Statistical Manual of Mental Disorders, 5th Edition underscores its impact on academic functioning, social isolation, and mental health challenges. OBJECTIVE: This study aimed to uncover digital phenotypes for the early detection of IGD among adolescents in learning settings. By leveraging sensor data collected from student tablets, the overarching objective is to incorporate these digital indicators into daily school activities to establish these markers as a mental health screening tool, facilitating the early identification and intervention for IGD cases. METHODS: A total of 168 voluntary participants were engaged, consisting of 85 students with IGD and 83 students without IGD. There were 53% (89/168) female and 47% (79/168) male individuals, all within the age range of 13-14 years. The individual students learned their Korean literature and mathematics lessons on their personal tablets, with sensor data being automatically collected. Multiple regression with bootstrapping and multivariate ANOVA were used, prioritizing interpretability over predictability, for cross-validation purposes. RESULTS: A negative correlation between IGD Scale (IGDS) scores and learning outcomes emerged (r166=-0.15; P=.047), suggesting that higher IGDS scores were associated with lower learning outcomes. Multiple regression identified 5 key indicators linked to IGD, explaining 23% of the IGDS score variance: stroke acceleration (ß=.33; P<.001), time interval between keys (ß=-0.26; P=.01), word spacing (ß=-0.25; P<.001), deletion (ß=-0.24; P<.001), and horizontal length of strokes (ß=0.21; P=.02). Multivariate ANOVA cross-validated these findings, revealing significant differences in digital phenotypes between potential IGD and non-IGD groups. The average effect size, measured by Cohen d, across the indicators was 0.40, indicating a moderate effect. Notable distinctions included faster stroke acceleration (Cohen d=0.68; P=<.001), reduced word spacing (Cohen d=.57; P=<.001), decreased deletion behavior (Cohen d=0.33; P=.04), and longer horizontal strokes (Cohen d=0.34; P=.03) in students with potential IGD compared to their counterparts without IGD. CONCLUSIONS: The aggregated findings show a negative correlation between IGD and learning performance, highlighting the effectiveness of digital markers in detecting IGD. This underscores the importance of digital phenotyping in advancing mental health care within educational settings. As schools adopt a 1-device-per-student framework, digital phenotyping emerges as a promising early detection method for IGD. This shift could transform clinical approaches from reactive to proactive measures.

The association between single and dual use of cannabis and alcohol and driving under the influence and riding with an impaired driver in a large sample of Canadian adolescents.

OBJECTIVE: Dual use of cannabis and alcohol has increased in adolescents, but limited research has examined how it relates to impaired driving or riding with an impaired driver (IDR) compared to single substance use. This study aimed to examine the odds of alcohol- and/or cannabis-IDR among adolescents based on their use of alcohol and/or cannabis, and whether associations differed by gender and age. METHODS: Cross-sectional survey data were used from a sample of 69,621 students attending 182 Canadian secondary schools in the 2021/22 school year. Multilevel logistic regression estimated the odds of exclusive alcohol-IDR, exclusive cannabis-IDR, and both alcohol and cannabis IDR (alcohol-cannabis-IDR). Substance use interactions with gender and age were tested. RESULTS: Overall, 14.7% of participants reported IDR; 7.5% reported exclusive alcohol-IDR, 3.2% reported exclusive cannabis-IDR, 4.0% reported alcohol-cannabis-IDR, and 7.4% were unsure if they had experienced IDR. The prevalence of IDR varied across substance use groups, 8.0% among nonuse, 21.9% among alcohol-only use, 35.9% among cannabis-only use, and 49.6% among dual use groups. Gender diverse, older, and students with lower socioeconomic status exhibited a higher likelihood of reporting alcohol-cannabis-IDR. Dual use was significantly associated with 9.5 times higher odds of alcohol-cannabis-IDR compared to alcohol-only use, and 3.0 times higher odds compared to cannabis-only use. Dual use was also associated with an increased likelihood of either alcohol- or cannabis-IDR. CONCLUSIONS: This study highlights that all students, regardless of substance use, are at risk of IDR, but students engaged in dual use of alcohol and cannabis face an elevated risk compared to both peers who do not use substances and those who use only a single substance. These findings emphasize the importance of targeted interventions that address the risks associated with IDR.

School characteristics and pupils' thoughts of leaving upper secondary school: The INSchool project.

Introduction: Understanding pupils' thoughts about leaving school may contribute to better identify those at risk of dropping out. Thus, we explored the associations between perceived psychological demands, decision control, and social support from teacher and fellow pupils, and pupils' thoughts about leaving upper secondary school. Methods: Cross-sectional data from a convenience non-probability sample of 249 pupils from 12 Norwegian upper secondary schools were collected using a school-modified version of the work-focused Job Content Questionnaire (JCQ). Adjusted logistic regression was used to analyze the data. Results: Pupils who experienced higher psychological demands and lower social support from fellow pupils were more likely to experience thoughts of leaving school compared to those who experienced lower demands and high levels of social support. Decision control was not significantly associated with thoughts about leaving school. Conclusion: High psychological demands may increase the likelihood of considering leaving school. Peer support can lessen such thoughts. Implication: Identifying whether pupils are thinking about leaving school can help identify those who are at risk of dropping out of upper secondary school.

Poorer self-reported mental health and general health among first year upper secondary school students do not predict school dropout: a five-year prospective study.

Introduction: Education is important for socioeconomic, work and health status; thus, dropping out of secondary school is of major concern. In Norway, 1 out of 5 is dropping out from upper secondary education. Academic performance is a known predictor for dropout, but the role of mental and general health status is studied less. Methods: By use of student data collected during the first school year we examined the accumulated risk of school dropout over 5 years. Students entering upper secondary school in a North-Norwegian region (Troms County) completed a comprehensive questionnaire during August 2010 (N = 1,676, 69% response rate). The contribution of mental and general health problems in predicting five-year dropout was of primary interest, adjusted for demographics and academic performance. Results: One-third of the students had dropped out after 5 years. A logistic regression analysis showed no significant effect of mental and general health problems on dropout. Among the covariates, higher grades from lower secondary education reduced the chance of dropping out (OR = 0.31; p < 0.001). Subgroup analyses showed that students in the vocational track reported poorer mental and general health, compared to students in the general track, but this difference was not related to dropout. General track students were also less likely to drop out than vocational track students (OR for dropout 0.66; p < 0.05). Discussion: In conclusion, lower grades from lower secondary education represented a warning flag for school dropout during upper secondary education whereas mental health issues were not.

Anxiety and Teacher-Student Relationships in Secondary School: A Systematic Literature Review.

Anxiety disorders are the most prevalent mental disorders experienced by adolescents. As students spend a significant amount of time within a school environment, it is not surprising that factors in the school environment have been linked to student mental health. Positive teacher-student relationships (TSRs) in children have been found to improve student mental health outcomes, with supportive TSRs associated with reduced student anxiety, and in turn, student anxiety has also been associated with reduced poorer TSR quality. The findings in adolescents are less clear. This review aimed to systematically evaluate the impact of TSRs on anxiety in secondary school students, and vice-versa using PRISMA guidelines. Searches were conducted in five databases and studies screened against inclusion and exclusion criteria, and rated for study quality by two independent researchers. Twenty-six studies across 12 countries were included. Most studies reported higher quality TSRs (e.g., those that are perceived as more supportive, caring, and warm) was associated with decreased anxiety. Conversely, TSRs that were characterised by dependence, motivational support, conflict, or harassment, were associated with increased anxiety. Most studies used a cross-sectional design and as such conclusions regarding causality as well as the direction of the effects cannot be made. However, early evidence from a limited number of longitudinal studies indicated that positive TSRs reduced anxiety over time. Future research is warranted to investigate whether anxiety affects TSRs, as well as exploring specific strategies and approaches teachers can use to establish positive relationships with their students.