Investigating the role of mental health and lifestyle behaviours in the risk of adolescent suicidal behaviours through machine learning

Students’ learning outcomes in Informatics remain a challenge when conventional instructional media offer limited interaction, contributing to passive engagement and difficulties understanding learning materials. This study examined changes in Grade X students’ learning outcomes after the implementation of Wordwall-assisted interactive learning media for the Computer Systems topic at SMAN 1 Sawahlunto, Indonesia. A quantitative approach was employed using a pre-experimental one-group pretest–posttest design involving 30 students from class X E4. Students completed a multiple-choice achievement test before instruction, participated in Computer Systems learning activities supported by Wordwall, and completed a posttest afterward. The intervention incorporated game-based activities to support practice and engagement; however, the research records did not specify its duration. Data were analyzed using descriptive statistics and a paired-samples t-test, with normalized gain (N-Gain) used to assess the level of improvement. The mean score increased from 53.67 on the pretest to 77.67 on the posttest, a difference of 24.00 points. The paired-samples t-test identified a statistically significant difference between scores (t = 8.664, df = 29, p < 0.001). The mean N-Gain was 0.538, indicating moderate improvement. These results show that students’ scores were higher after the Wordwall-assisted learning intervention. Nevertheless, the study did not include a control group, the observed change cannot be attributed to Wordwall alone; instructional or testing-related factors may also have contributed. Wordwall therefore be considered a useful supplementary medium for Informatics instruction, while further studies using control groups, larger samples, and documented intervention durations are needed to strengthen conclusions about its effectiveness.

Background: Awareness of youth-friendly sexual and reproductive health services (YFSRHS) is an important starting point for enabling young people to identify and seek appropriate sexual and reproductive health information and care. However, awareness of these services may vary across settings, including higher education institutions. Objective: To determine the level of awareness of YFSRHS among undergraduate students at Saint Augustine University of Tanzania (SAUT), Malimbe Campus. Methods: A quantitative descriptive cross-sectional study was conducted among undergraduate students at SAUT Malimbe Campus. Data were collected using a structured, self-administered questionnaire. Of 109 questionnaires distributed, 108 completed questionnaires were included in the analysis. Descriptive statistics were used to summarize students’ awareness and reported sources of information. Results: Of the 108 respondents, 96 (88.9%) reported having heard of YFSRHS, while 12 (11.1%) had not. Social media was the most frequently reported source of information (44.0%), followed by friends or peers (41.0%) and health facilities (36.0%). University programmes and posters or advertisements were reported less frequently. Conclusion: Most respondents had heard of YFSRHS, with social media and peer networks serving as prominent information channels. Strengthening accurate information through these channels, alongside university-based communication, may help address the awareness gap among students who remain unreached.

Insecurity has become a significant threat to the effective delivery of basic education in Nigeria, particularly in communities affected by banditry, kidnapping, armed attacks, and communal violence. This study examined the influence of insecurity on teaching-learning outcomes in Universal Basic Education primary schools in Kagarko Local Government Area, Kaduna State, Nigeria. Specifically, it investigated the effects of insecurity on pupils’ academic performance and school attendance and identified strategies for reducing its adverse effects. The study adopted a qualitative documentary research design and relied on secondary data obtained from government publications, policy documents, institutional reports, international organisations, and peer-reviewed journal articles. The selected documents were analysed using qualitative content analysis and organised according to the study’s major themes. The findings revealed that insecurity negatively affects pupils’ academic performance by reducing instructional time, disrupting curriculum coverage, weakening concentration, and creating fear within the learning environment. It also reduces school attendance as parents may prevent their children from attending school because of kidnapping, attacks, unsafe travel routes, and instability within surrounding communities. Consequently, insecurity undermines the implementation of Universal Basic Education by limiting regular participation and disrupting stable teaching and learning conditions. The study concludes that ensuring school safety is essential for achieving the objectives of free and compulsory basic education. It recommends strengthening school security, implementing the Minimum Standards for Safe Schools, improving community participation, providing psychosocial support, protecting routes to school, establishing emergency response systems, and adopting flexible learning arrangements during periods of disruption.

The main aim of this study is to determine the different challenges encountered by TVL students in learning skill-based subject on Modular Distance Learning. The participant was 20 selected Technical Vocational Livelihood Track who specialized Bread and Pastry Production students on Modular Distance Learning of Luis Y. Ferrer Jr. Senior Highschool School Year 20221-2022. This study used qualitative type of study through interview and focused group discussion. Qualitative data was analyzed using Litchman's 3C's of Analysis (Coding to Categorizing to Conceptualizing) to generate emerging themes. The study revealed that TVL- BPP students encountered challenges in learning skill-based subject on Modular Distance Learning such as lack of knowledge and skills, lack of tools, equipment, financial difficulty and attitude problem. Those mentioned problems affect student's academic performance. Most of them failed to meet the appropriate practical outputs. The study also revealed the different coping mechanism utilized by skill-based students. Part time job, watching informative learning videos and articles from internet, time management and improvising tools and equipment were the coping strategies done by students. The study focused only to the challenges and coping mechanisms of Luis Y. Ferrer Jr. Senior High School Technical Vocational Livelihood - Bread and Pastry Production students in learning skill-based subject on Modular Distance Learning. The result of this study serves as reference or basis for the skill-based teacher to formulate clear, effective and efficient form of teaching for the students to easily learn the subjects on modular distance learning.

The purpose of this research is to analyze the economic self-management strategies used by students of the Faculty of Business Sciences of the Technical University of Machala during their academic training; Interest in this study arose from the need to understand how students face economic difficulties that arise in their training. A mixed approach was applied and a survey was used on a representative sample of 367 students, identifying the main source of income for a part of the student population, evidencing alternatives to sustain their expenses and reduce their economic dependence. The most used strategies were observed when they go through difficult situations and if the income is sufficient to cover their expenses, reflecting the existence of limitations and conditioning the way of organizing their resources and decision making. Likewise, it was identified that students usually perceive an impact. in their academic performance. The results allowed us to understand the economic dynamics experienced by university students and provide information for the design of institutional strategies that contribute to strengthening permanence, well-being and academic success.