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This study aims to analyze and examine the effect of financial literacy and self-control on financial management behavior, with financial attitude as an intervening variable among accounting students at universities in Lamongan. This research employed a quantitative approach using a survey method through questionnaire distribution via Google Form. The population consisted of accounting students at universities in Lamongan, with a total sample of 232 respondents selected using probability sampling with a simple random sampling technique. Data analysis was conducted using Partial Least Square–Structural Equation Modeling (PLS-SEM) version 4.0. The results indicate that financial literacy does not have a significant effect on financial management behavior, while self-control has a significant effect on financial management behavior. Furthermore, financial literacy and self-control significantly influence financial attitude, and financial attitude significantly affects financial management behavior. Financial attitude is also proven to significantly mediate the relationship between financial literacy and self-control on financial management behavior.

 Low student thesis completion productivity is a challenge in higher education, particularly at UIN Palangka Raya. Thesis writing requires self-regulation skills and time discipline to enable students to complete their final assignments effectively and on time. This study aims to analyze the role of self-regulated learning and time discipline in improving the thesis completion productivity of final-year students. The study used a qualitative approach with a case study design of five final-year students who were in the process of completing or had completed their theses. Data collection techniques included in-depth interviews, limited observation, and documentation. The data were then analyzed using the Miles and Huberman interactive model through the stages of data reduction, data presentation, and conclusion drawing. The results indicate that self-regulated learning plays a role in helping students plan goals, control motivation and emotions, and conduct consistent self-evaluation. Time discipline has been proven effective in reducing procrastination through the implementation of daily schedules, prioritization, and distraction management. Therefore, the integration of self-regulated learning and time discipline is an important strategy in increasing the thesis completion productivity of students and supporting sustainable academic success.

Attention mechanisms have been widely incorporated into recurrent neural network architectures for financial time series forecasting, with most prior work reporting improvements in price-level error metrics. This study revisits that claim through a controlled empirical comparison of four deep learning architectures on nearly two decades of Telkom Indonesia (TLKM) closing price data from the Indonesia Stock Exchange (IDX). The models evaluated are a three-layer Gated Recurrent Unit (GRU) baseline, a comparable Long Short-Term Memory (LSTM) network, a Bahdanau end-attention GRU (Attn-GRU-V2), and a multi-head self-attention GRU hybrid (Attn-GRU-V3). Each architecture is trained over 30 independent runs with distinct random seeds, and performance is reported as 95% confidence intervals derived from the t-distribution. Statistical comparisons employ the Wilcoxon signed-rank test, a nonparametric paired test appropriate given the confirmed non-normality of residuals. The main finding is a consistent trade-off: the plain GRU achieves the lowest RMSE (94.02 ± 1.22 IDR) across all 30 runs, while Attn-GRU-V2 achieves the highest directional accuracy (45.91 ± 0.09%), surpassing GRU in every independent run. Bahdanau attention weights are nearly uniform across the 30-day lookback window (coefficient of variation: 3.21%), indicating that the mechanism cannot identify selectively informative timesteps in this univariate price series. This finding is consistent with the weak-form Efficient Market Hypothesis for the Indonesian market. An ablation study reveals that a 20-day lookback window maximizes directional accuracy (47.72 ± 0.21%) for the Attn-GRU-V2 model. These results suggest that Bahdanau end-attention consistently and significantly improves directional accuracy relative to a plain GRU baseline, providing an architecturally attributable advantage for direction-based applications, even when absolute price-level error is not reduced. The directional accuracy values remaining below 50% across all models are consistent with a weak-form efficiency characterization of the Indonesian market.

Truancy among high school students continues to be a serious concern that has negative effects on both academic outcomes and social development. This study seeks to analyze the application of reality therapy as an intervention to minimize truancy behavior. The research utilizes a literature review approach by evaluating six relevant scholarly articles published over the past decade. The findings suggest that truancy is caused by a combination of internal factors, such as lack of learning motivation and feelings of boredom, and external factors, including family environment and peer influence. Conventional approaches that rely heavily on punishment and external control are considered less effective in creating lasting behavioral improvements. On the other hand, reality therapy emphasizes personal responsibility, present actions, and self-assessment, allowing students to better understand their behavior and make more positive decisions. The results demonstrate that this approach enhances students’ self-awareness, responsibility, and decision-making abilities. Therefore, reality therapy can be regarded as an effective alternative counseling method to address truancy behavior in schools and to support long-term behavioral change.

Bullying in schools continues to be a serious concern that adversely impacts students’ psychological well-being, social relationships, and academic performance. Factors such as low empathy, inadequate social skills, and limited environmental control contribute significantly to this behavior. This study seeks to examine the implementation of group guidance as an approach to reducing bullying among students. A qualitative descriptive method was utilized, involving participants consisting of students identified as bullying perpetrators, school counselors, and victims. Data collection techniques included interviews, observations, and documentation, which were analyzed through processes of data reduction, data presentation, and conclusion drawing. The results reveal that group guidance leads to positive behavioral changes in students, such as enhanced empathy, greater self-awareness, and improved communication and social interaction abilities. Furthermore, a reduction in both verbal and social bullying behaviors was observed. The group dynamics established during the sessions enabled students to better understand the consequences of their actions and gain insights from the experiences of others. These findings imply that group guidance can serve as an effective and sustainable strategy for preventing and managing bullying in school settings.

Adolescence is a transitional period prone to problematic behavior due to significant physical, emotional, and social changes. One of the main factors influencing adolescent behavior is parenting style. This study aims to examine the importance of parenting styles in preventing problematic behavior in adolescents. The method used in this study is a literature review. The results of the study indicate that democratic (authoritative) parenting plays a protective role in preventing delinquency, aggressive behavior, and maladaptive behavior. Conversely, authoritarian and permissive parenting styles tend to be positively correlated with increased deviant, aggressive, and antisocial behavior in adolescents. Furthermore, self-control and morality act as mediators that can strengthen or reduce the influence of parenting styles on juvenile delinquency. Thus, the role of the family as the primary and primary environment is crucial in early detection and prevention of problematic behavior in adolescents.

This study examines the effectiveness of classical guidance services in reducing gadget addiction among twelfth-grade students. Gadget addiction has become a growing concern in modern educational settings, as excessive use of digital devices often interferes with students’ academic performance, social interactions, and emotional stability. The research applies a quantitative methodology with a quasi-experimental approach, specifically utilizing a one-group pretest-posttest design. Participants were selected through purposive sampling based on indications of high gadget dependency. The intervention was conducted through structured classical guidance sessions focusing on awareness building, self-control improvement, and practical time management skills. Data were collected using a validated gadget addiction scale administered before and after the intervention, then analyzed using parametric statistics to determine the significance of the results. The findings indicate a significant decrease in gadget addiction levels following the implementation of the classical guidance program. This result highlights the importance of preventive and developmental counseling services in schools. The study implies that classical guidance can serve as an effective strategy to help students regulate their digital behavior and foster healthier lifestyle patterns in the digital era.

This community service activity aims to improve teenagers' self-management skills through the program “Remaja Jago: Kelola Diri Tanpa Drama”. The program was specifically designed to provide a practical and applicable understanding for youth on how to recognize their own potential, manage emotions effectively, organize time efficiently, and make wise and responsible decisions in daily life. The activity was carried out at Vihara Dhamma Bhakti Tangerang with 20 participants aged 13–20 years, representing a diverse range of educational and social backgrounds. Methods included interactive lectures, engaging educational games, structured group discussions, and guided self-reflection sessions to encourage active participation and deeper personal insight. Evaluation results showed a significant improvement in participants’ decision-making abilities, personal discipline, emotional control, and goal-setting skills after completing the program. In addition, participants demonstrated increased self-confidence and awareness of their strengths and weaknesses. Overall, this program effectively contributes to developing independent, disciplined, and responsible youth character, while also equipping them with essential life skills needed to face various personal and social challenges in the future.

This is a worrying issue in the digital age and has been shown to significantly contribute to low student academic achievement. This research aims to examine the role of Guidance and Counseling (BK) services in addressing social media addiction in students with low academic achievement. The method used in this research is library research with a qualitative approach through content analysis and literature synthesis techniques sourced from various scientific references published between 2020 and 2025. The results show that students addicted to social media have low self-control, resulting in academic procrastination and a consistent decline in learning achievement. GC services have proven to play a strategic role through preventive, curative, and developmental functions implemented through classical guidance, individual counseling, and group counseling. The Cognitive Behavioral Therapy (CBT) approach and self-management technique have proven most effective in helping students reduce social media addiction and improve learning discipline. However, the effectiveness of GC services is still constrained by the non-ideal ratio of counseling teachers, the lack of digital literacy-based GC programs, and students' negative stigma toward counseling services. This study recommends developing GC programs specifically designed to address digital addiction by involving the entire school ecosystem consistently.

This study explores student agency in Artificial Intelligence (AI)-supported STEM learning environments, addressing a critical gap in existing literature that predominantly focuses on learning outcomes rather than learner-centered processes. Drawing on an interpretive qualitative approach, this research investigates how students experience autonomy, self-regulation, and decision-making when interacting with AI technologies in STEM education. Data were collected from 15 participants engaged in AI-supported learning through in-depth semi-structured interviews, supported by observations and document analysis. The data were analyzed using thematic analysis to identify recurring patterns and meanings related to student agency. The findings reveal that student agency is a dynamic and multidimensional construct shaped by the interplay between technological affordances and learner engagement. Four major themes emerged: enhanced autonomy, development of self-regulated learning, negotiated decision-making, and ambivalent dependency on AI. While AI technologies provide adaptive support that empowers students to take control of their learning, they also introduce the risk of over-reliance, which may reduce cognitive engagement. This study contributes to the theoretical advancement of student agency by conceptualizing it as a spectrum rather than a fixed attribute, highlighting the dual role of AI as both an enabler and a constraint. The findings offer important pedagogical implications for designing AI-supported STEM learning environments that promote active, reflective, and responsible learning. Future research is recommended to explore this phenomenon across diverse contexts and through longitudinal designs.

This study aims to provide a detailed overview of efforts in counseling and guidance programs that teach self-control skills to children whose gaming habits are causing problems. When children spend too much time playing online video games, it can negatively impact their mental health. Problems with emotional regulation, irritability, and lack of self-control in daily life are possible consequences. Appropriate counseling and guidance services are needed to help children develop more adaptive skills to manage their emotions. This study used extensive qualitative data and followed a case study technique. A child whose gaming addiction was causing problems for him participated in the study. Data analysis included tasks such as data reduction, data presentation, and drawing conclusions; data collection methods included documentation, interviews, and observation. Based on the findings, guidance and counseling programs can teach children self-control strategies to help them manage their emotions, reduce irritation, and become more self-aware when playing online games. Therefore, teaching children self-control skills may be a good way to help them overcome negative feelings that arise from playing online video games.

Drug abuse among adolescents has been increasing, including among youth in Papua. According to data from the National Narcotics Agency (BNN) of Papua Province, there was a 1.73% increase in 2023. One of the contributing factors to adolescent involvement in drug abuse is low self-control. This study aimed to provide self-control training to help prevent drug abuse among adolescents independently. The program involved 37 vocational high school students in Jayapura City and employed a one-group pretest–posttest experimental design without a control group. The intervention consisted of self-control training delivered through lectures, discussions, and a structured learning module. The results indicated a significant improvement in self-control before and after the intervention, as evidenced by a significance value of 0.000 (p < 0.05) using a paired sample t-test, with an increase in the mean pre-test score (M = 46; SD = 7) to the mean post-test score (M = 48; SD = 6). These findings suggest that students of SMK Negeri 9 Jayapura experienced an improvement in self-control after participating in the training. Practically, this study demonstrates that self-control training can serve as an effective psychological intervention to address drug abuse and harmful substance use among adolescents. This intervention not only helps reduce addictive behaviors but also has the potential to enhance students’ quality of life and academic achievement.

This article discusses the relationship between parenting styles and adolescents’ social behavior. Adolescence is a developmental stage characterized by increasing social demands, making the role of the family, particularly parents, crucial in shaping adolescents’ social adjustment. This study employed a literature review method by examining relevant textbooks and national and international journal articles related to parenting styles and adolescents’ social behavior. The findings indicate that parenting styles have a significant influence on adolescents’ social behavior. Authoritative or democratic parenting is identified as the most effective style in promoting positive social behaviors, such as empathy, cooperation, social concern, and adaptive social skills. In contrast, authoritarian and permissive parenting styles are associated with various social behavior problems, including aggression, social anxiety, and low social competence. Furthermore, the relationship between parenting styles and adolescents’ social behavior is mediated by internal psychological factors, such as self-control and emotional intelligence. Therefore, warm, responsive, and consistent parenting practices are essential to support optimal social development in adolescents.

This study aims to explore the effectiveness of various intervention strategies, including counseling services, learning strategies, and occupational therapy in treating children with Attention Deficit Hyperactivity Disorder (ADHD). Through a qualitative method based on literature studies, this study applies systematic data processing to evaluate the impact of a holistic approach on children's behavior and concentration. Analysis is carried out through data reduction procedures, data presentation, and verification of conclusions to measure the extent to which a holistic approach influences the development of children's behavior and concentration abilities. The results of the study indicate that multimodal approaches, such as Cognitive Behavior Therapy (CBT) and occupational therapy, are effective in improving children's self-control, emotional regulation, and motor skills. In addition, the implementation of an Individual Learning Program (IPP) in schools and intensive collaboration with parents play a major role in creating a supportive environment for children with ADHD. This study concludes that integrated treatment between behavioral interventions and the success of optimizing children's potential depends heavily on the integration of professional behavioral treatment with active support from the family.

This study aims to analyze the dynamics of peer pressure as a factor that forms problematic behavior in adolescents. This study uses a literature review method with more than 19 relevant journals. The selected journals followed inclusion criteria that focused on adolescents, peer pressure, and problematic behaviors within a specific time frame. The results of the study showed that peer pressure contributes to problematic behaviors such as aggressive behavior and social violence (bullying, cyberbullying, aggressiveness, disruptive behavior), addictive and health-risking behaviors (smoking, alcohol consumption/drinking behavior), violations of academic/school norms (truancy, juvenile delinquency), online/sexual risky behavior (cybersex), and internal psychological problems (decreased self-confidence). The psychosocial dynamics found included the need for acceptance, group conformity, low self-control, and weak family support. These influences can be direct or indirect through the internalization of group values. These findings confirm that problematic behaviors are not formed singularly, but from complex interactions between individual factors and the social environment. Therefore, prevention efforts require a collaborative approach between families, schools, and the community.

This study aims to analyze the influence of digitalization on the lifestyles of students at Universitas Nasional Pasim. The research employs a quantitative approach through field survey methods, targeting a population of 123 students from the Faculty of Economics, Class of 2025. A minimum sample size of 56 respondents was determined using the Slovin formula. The sampling technique utilized was purposive sampling, while data analysis involved validity and reliability tests, classical assumption tests, and multiple regression analysis to determine the relationships between variables. Empirical results indicate that digitalization has a positive and significant influence on student lifestyles, with the F-calculated value exceeding the F-table at the specified level of significance. The R-Square value further explains the contribution of the digitalization variable to changes in the respondents' lifestyles. The findings reveal positive impacts such as increased academic efficiency, instant access to information, and the convenience of transactions through practical digital payment systems. Conversely, negative impacts identified include a rise in consumptive behavior driven by cashless and paylater features, where student budgets are increasingly used for non-academic purposes. Furthermore, high intensity of social media usage triggers the Fear of Missing Out (FOMO) phenomenon and a decline in real-world social interaction. In conclusion, digitalization is a pivotal factor in shaping modern student lifestyles. It is essential to enhance financial literacy and strengthen self-control to minimize the negative impacts of technology in the future.

This study was conducted to examine how social media influences Fear of Missing Out (FOMO) behavior among its users. The research employs a qualitative method with a literature review approach by analyzing and reviewing 20 previous research journals related to FOMO behavior in social media users. The reviewed journals were published. The findings indicate that FOMO behavior is driven by high-intensity social media use, in which increased frequency and duration of use are associated with higher levels of anxiety and fear of missing information and social experiences. Continuous exposure to content and activities shared by other users encourages social comparison, which contributes to increased anxiety, self-dissatisfaction, and difficulties in emotional regulation, particularly among individuals with low self-esteem. These conditions may lead to dependence on social validation and promote increasingly addictive patterns of social media use, which in the long term can reduce self-control and negatively affect psychological well-being. When self-esteem is low and psychological well-being is disrupted, individuals may experience heightened pessimism and an increased risk of engaging in self-harm behaviors. Overall, the findings suggest that self-regulation and self-determination serve as preventive factors against FOMO behavior and its psychological and mental health impacts; therefore, strengthening self-regulation and self-determination is essential to prevent FOMO.

Social media is one form of technological advancement that has become an integral part of students’ lives, including university students. Its use is not limited to communication and information sharing, but it may also generate psychological effects that influence both physical and mental health. The purpose of this review is to identify and explain the psychological impacts of social media use through appropriate theoretical approaches, which serve as a foundation for discussing the research findings. This study employs a literature review method by examining various academic books and relevant scientific articles. The findings indicate that excessive use of social media has the potential to cause psychological problems among university students, such as social comparison behavior, cyberbullying, decreased sleep quality, and reduced learning productivity. These issues are influenced by several factors, including the intensity of social media use, the type of content accessed, and individuals’ ability to manage emotions and time. Furthermore, uncontrolled social media use may lead to difficulties in social relationships, increased procrastination, poor time management, and reduced self-control in using social networking platforms. Therefore, students are encouraged to develop healthier patterns of social media use to reduce the risk of psychological disturbances. This review is also expected to assist healthcare professionals in understanding the relationship between the intensity of social media use and the occurrence of depressive symptoms among university students.

This study aims to analyze the influence of parenting styles on the emotional development of early childhood based on a literature review. Emotional development is a crucial aspect of character formation, emotional regulation, and children’s social skills in daily life. The research method employed is a literature review, which involves examining relevant sources such as academic journals, books, and research The methodology utilizes a synthesis of peer-reviewed journals and relevant publications concerning the impact of caregiving styles on early childhood emotional maturity The reviewed literature was analyzed descriptively to identify patterns and trends in previous research findings. The results of the literature review indicate that parenting styles have a significant influence on children’s emotional development. Democratic (authoritative) parenting is consistently found to have the most positive impact on children’s emotional development, including better emotional regulation, self-confidence, independence, empathy, and social competence. Children raised with democratic parenting tend to express their emotions in a healthy manner and adapt well to social environments. In contrast, authoritarian, permissive, and neglectful parenting styles are often associated with emotional difficulties, such as low social skills, poor self-control, and challenges in managing emotions. Based on these findings, it can be concluded that democratic parenting plays a vital role in supporting optimal emotional development in early childhood

Adolescence is a crucial transition phase from childhood to adulthood, characterized by significant development of the reproductive system and psychosocial changes. In this phase, adolescents are prone to deviant behavior, including premarital sexual behavior, especially if environmental factors and self-control are not properly managed. This study aims to identify the picture of premarital sexual behavior in adolescents through a case study at Pattimura High School Jakarta. The research method uses a quantitative approach with random sampling techniques based on Lemenshow calculations. Data analysis was carried out descriptively to obtain an overview of respondents' behavior. The results showed that there were 22 students (32.35%) who had risky premarital sexual behavior. These findings indicate an urgent need for comprehensive interventions. Preventive efforts can be carried out through reproductive health education, strengthening moral values, and improving communication between parents and children. Meanwhile, repressive efforts are needed to enforce school rules and provide educational sanctions. This research emphasizes the importance of collaboration between schools, families, and communities in tackling adolescents' premarital sexual behavior, so as to minimize risks that have an impact on their physical, psychological, and social health.