Background Non-suicidal self-injury (NSSI) is common during adolescence and is associated with substantial psychological burden and elevated subsequent suicide risk. Physical activity (PA) may be a modifiable correlate of NSSI, but prospective evidence on potential emotional mechanisms and social boundary conditions remains limited. This study examined whether baseline PA was associated with subsequent NSSI, whether anxiety symptoms accounted for part of that association, and whether baseline social support moderated the relevant pathways. Methods A school-based two-wave cohort of 756 Chinese adolescents and young students (mean age = 17.36 years, SD = 2.58; 51.7% female) was followed for 6 months. At Time 1 (T1), participants reported PA, social support, anxiety symptoms, NSSI, and demographic characteristics; anxiety and NSSI were reassessed at Time 2 (T2). Autoregressive regression models adjusted for baseline anxiety or NSSI as appropriate, together with age, gender, and urban/rural residence. Indirect effects were estimated with 5,000 bootstrap resamples, and interaction terms were used to examine first- and second-stage moderation. Results Higher T1 PA was associated with lower T2 NSSI after adjustment for T1 NSSI. The indirect association through T2 anxiety was −0.12 [95% CI (−0.18, −0.06)], representing 48.0% of the reported total association. T1 social support significantly moderated the T1 PA-T2 anxiety association ( p = 0.003); simple-slope estimates indicated a stronger inverse PA-anxiety association at higher social support. Social support did not significantly moderate the T2 anxiety-T2 NSSI association ( p = 0.281). Conclusion The findings are consistent with a model in which greater PA is prospectively associated with lower NSSI partly through lower subsequent anxiety, while social support may shape the PA-anxiety link. Because anxiety and NSSI were measured concurrently at follow-up, the indirect effect should not be interpreted as definitive causal mediation. Multi-wave and intervention studies are needed to establish temporal ordering and causality.
Aim and background: Sleep is a biological necessity essential for physical and mental well-being, yet many young adults, particularly college students, experience sleep disruptions due to major life changes and poor sleep hygiene.This study aimed to identify the determinants of insomnia among undergraduate female students in a rural area of Haryana.Materials and methods: A mixed-method study was conducted between May 2024 and May 2025 involving 340 undergraduate female students.Quantitative data were collected using a semi-structured socio-demographic questionnaire and the insomnia severity index (ISI).Qualitative insights were gathered through in-depth interviews (IDI) with 15 students identified with clinically significant insomnia.Statistical analysis was performed using SPSS software version 26, with significance set at p < 0.05.Results: The prevalence of clinically significant insomnia in the cohort was 5.6% (n = 19).Quantitative analysis revealed that the participant's state of origin was the only statistically significant socio-demographic determinant (p = 0.031).Students from states other than Haryana reported a significantly higher insomnia prevalence (12.5%) compared to those from Haryana (4.2%).Factors such as age, socio-economic status, and type of occupancy showed no significant correlation.Qualitative themes highlighted academic performance, overuse of electronic devices, social environment, and psycho-social stress as primary triggers.Conclusion: While the prevalence of insomnia is relatively low, it is significantly driven by academic transitions, excessive screen time, and communal living challenges.A notable awareness-action gap exists, as students recognize the importance of sleep but prefer self-management or mindfulness over professional clinical help.
Abstract Objectives We hypothesized that benzodiazepine/z-drug (BZRA) dose, insomnia symptoms, and obstructive sleep apnea (OSA) risk are associated with cognitive performance above and beyond other modifiable dementia risk factors. Methods In this cross-sectional study, we used baseline data from recruited patients without dementia from one VA site and one academic site to analyze regression models based on previously published risk factors for cognitive impairment, adapted to include sleep and benzodiazepine usage interactions. Changes in R 2 and model fit (F-tests) were examined for four nested regression models predicting Mini-Mental State Examination (MMSE), Trail Making Test (TMT)-A, TMT-B, and Digit Symbol Substitution Test (DSST). Base Models included common dementia risk factors. Model-2 = Base + Insomnia Severity Index; Model-3 = Model-2 + dose; Model-4 = Model-3 + OSA risk; and Model-5 = Model-4 + OSA-BZRA. Results R 2 for the base model predicting MMSE was 0.139 (n = 313), 0.241 for TMT-A (n = 298), 0.229 for TMT-B (n = 287), and 0.189 for DSST (n = 285). Model-5 R 2 was 0.142 for MMSE, 0.246 for TMT-A, 0.238 for TMT-B, and 0.190 for DSST, with all F-test p-values >.145. Conclusions Sleep disorder variables did not significantly explain additional variation in cognition performance. Studies with a wider range of cognitive performance are needed.
Background: Brief psychological treatment programmes in primary care are increasingly used to address common mental disorders (CMDs), yet patient outcomes remain heterogeneous. Routine symptom measures may help identify patients who are more or less likely to achieve clinically meaningful change and may support treatment planning within stepped-care systems. This study examined associations between baseline depressive and anxiety symptom severity predicted reliable improvement and reliable recovery following brief psychological treatment in a real-world primary care programme. Methods: This secondary analysis used routinely collected data from 512 adults treated in a real-world primary care psychological intervention programme. Participants were assessed with the Patient Health Questionnaire-9 (PHQ-9) and Generalized Anxiety Disorder-7 (GAD-7) before and after brief psychological treatment. Baseline demographic and clinical variables, including age, sex, number of sessions, and PHQ-9 and GAD-7 scores, were examined according to reliable improvement and reliable recovery status. Logistic regression analyses examined associations between baseline variables and treatment outcomes. Results: Reliable improvement was observed in 73.6% of participants, whereas 53.3% achieved reliable recovery. Higher baseline anxiety severity was associated with reliable improvement (odds ratio [OR] = 1.16, 95% confidence interval [CI]: 1.08–1.23), whereas lower depressive severity predicted reliable recovery (OR = 0.92, 95% CI: 0.88–0.96). Fewer treatment sessions were associated with both reliable improvement and reliable recovery. Age and sex were not significantly associated with outcomes. Conclusions: Baseline anxiety and depressive symptom severity may be relevant for understanding variability in clinically meaningful outcomes following brief psychological interventions in primary care. Patients presenting with greater depressive symptom burden may benefit from closer monitoring and more intensive or extended treatment pathways within stepped-care models.
Introduction This cross-sectional, exploratory study investigated the association between physical exercise (PE) and social anxiety (SA) among 862 left-behind adolescents in China. It examined emotion regulation abilities (ERA) and peer relationships (PR) as potential mediators and gender as a moderator in this association. Methods A cross-sectional exploratory design was adopted. Participants were 862 Chinese left-behind adolescents. Path analysis was used to test the hypothesized sequential mediation model and gender moderation effect. Results Path analysis revealed that PE was negatively associated with SA. Each separate path of the hypothesized sequential chain (PE → ERA, ERA → PR, PR → SA) was statistically significant, while the overall sequential mediation effect (PE → ERA → PR → SA) was non-significant (95% CI included zero). This indicated that the significant PE–ERA association had a small effect size and could not propagate fully through the chain to SA. The direct path from PE to PR was also non-significant. The data favoured independent mediation pathways rather than a sequential mediation process. Gender moderated the pathway: the positive PE–ERA association was significant for females but non-significant for males. Discussion The findings are hypothesis-generating rather than confirmatory and require replication via longitudinal research. For vulnerable adolescents, PE may help build emotional competence, which contributes to improved peer bonds. Interventions could integrate emotion-regulation skill training into physical activity programmes, particularly targeting female adolescents. Due to the cross-sectional nature of the study, causal conclusions cannot be drawn.
Introduction This simulation-based computational study develops a non-linear state-space framework for stress-related negative cognitive bias and multivariate EEG/ERP observations. Methods A three-state model represents negative bias, cognitive control, and arousal, while symptom load and normalized model stress input reshape a quartic bias potential. N2, P3, late positive potential, frontal theta, frontal alpha asymmetry (FAA), and frontoparietal phase locking provide complementary observation channels. Additional checks distinguish the non-linear benchmark from additive and interaction-only competing generators, examine equilibria of the full coupled system, and perturb the observation model. Results We establish bounded stochastic dynamics, a conditional scalar multistability boundary, stable-branch stress sensitivity, and a sufficient local state-observability condition. A seeded benchmark with 180 simulated participants yields model-implied stress-by-symptom slopes of 66.83 ms for response time, 1.12 μV for LPP, 0.775 dB for frontal theta, 0.133 for FAA, and 0.0769 for frontoparietal PLV. Under a non-linear generating process, mean held-out RMSE was 0.060 for the pre-specified quartic candidate vs. 0.436 for the interaction-only candidate. State-reconstruction RMSE increased from 0.152 under the nominal loading matrix to 0.232 under 15% loading perturbations. Discussion These results demonstrate implementation consistency and characterize model sensitivity; they are not clinical effect estimates or evidence of empirical parameter identifiability.
Developing effective therapeutic protocols for LGBTQIA+ individuals requires a commitment to practices that do not perpetuate suffering. Addressing negative internalizations and minority stress are two common transdiagnostic aspects within this population. Therapeutic models, such as Schema Therapy (ST), have emerged as a promising strategy; however, research in this area is scarce. This study aimed to evaluate an Affirmative ST program for LGB individuals. The program was tested in a pilot study involving nine participants. A total of 10 sessions were conducted, and the evaluation focused on: positive and negative affect, anxiety, stress (including minority stress), and depression. The effects of the intervention were analyzed using the Hageman-Arrindell approach and GEE. Significant differences were found for: reduction in depression; stress; anxiety; negative affect; and an increase in positive affect and stigma perception. This research represents a pioneering effort in the field of ST with LGBTQIA+ individuals, and further studies are encouraged.
Background: Spouses of persons with psychosis carry a distinct caregiving burden, but Indian studies often group them with other relatives. The study aims to assess anxiety and stress among spouses of persons with psychosis, examine their association with coping and family functioning, and explore differences by gender and marriage duration. Materials and Methods: In this cross-sectional analytical study, 80 spouses (32 men, 48 women) were recruited by purposive sampling at a tertiary psychiatric hospital in Goa. Anxiety and stress were measured with DASS-21 subscales, family functioning with the General Functioning subscale of the McMaster Family Assessment Device (FAD-GF), and coping with a 10-item researcher-constructed questionnaire. Results: Severe or extremely severe anxiety was reported by 95.0% of spouses, while 86.3% had moderate stress. Anxiety (ρ = 0.31, p = 0.005) and stress (ρ = 0.42, p < 0.001) were positively correlated with FAD-GF scores, indicating poorer family functioning with greater psychological distress. Coping scores were negatively correlated with anxiety (ρ = −0.27, p = 0.015) and FAD-GF scores (ρ = −0.30, p = 0.007), indicating that lower coping scores, defined as more frequent and effective coping, were unexpectedly associated with greater anxiety and poorer family functioning. The correlation between coping and stress was not statistically significant (ρ = −0.21, p = 0.062). Women reported higher anxiety than men (p = 0.047). Family functioning differed across marriage-duration groups (p = 0.036), although no pairwise differences remained significant after Bonferroni correction. Conclusion: Severe anxiety was very common among spouses and was associated with poorer family functioning. Because the design is cross-sectional, the sample is small and from one centre, and the coping scale is not validated, the findings show association only. Routine assessment of spouses and family-focused support are indicated. Keywords: Spouses; psychosis; anxiety; stress; coping; family functioning
Developmental Coordination Disorder (DCD) is associated with elevated rates of anxiety and depression, as well as reduced quality of life, yet the mechanisms linking motor difficulties to these outcomes remain incompletely specified. This article presents and critically evaluates the Integrated Stress-Adaptation Framework for DCD (ISAF-DCD), which synthesizes empirical findings on DCD with established stress theories, including the Environmental Stress Hypothesis, the transactional model of stress, and the Conservation of Resources model. Although the framework is presented with reference to comorbid neurodevelopmental conditions broadly, its evidential basis and worked examples concentrate specifically on attention-deficit/hyperactivity disorder (ADHD) and autism spectrum disorder (ASD); generalization to other neurodevelopmental conditions is plausible but has not been evaluated here. ISAF-DCD proposes that motor coordination difficulties influence mental, cognitive, and physical health through interacting environmental demands, primary and secondary stressors, appraisal and response processes, and personal and social factors. The framework is bidirectional and developmentally sensitive, allowing outcomes to feed back into subsequent stress and adaptation processes across the lifespan. I examine the model’s conceptual coherence, empirical support, and potential clinical utility, arguing that ISAF-DCD offers a theoretically grounded heuristic for organizing a fragmented literature while remaining provisional. Its proposed contributions include clarifying the multiple roles of resilience and social support, refining the classification of environmental demands, incorporating neurodevelopmental comorbidity as a cross-cutting factor, and representing reciprocal relationships between stress and motor functioning. To improve falsifiability, I specify the temporal and functional roles of key dual-role constructs and derive five core, empirically distinguishable propositions that differentiate ISAF-DCD from an expanded Environmental Stress Hypothesis. Direct empirical support for some components, particularly the proposed corticolimbic mechanisms, remains limited. ISAF-DCD should therefore be treated as a hypothesis-generating framework, focused primarily on ADHD and ASD as comorbid conditions and on mental health as its central but not exclusive outcome domain, that requires rigorous longitudinal and intervention-based evaluation.
Background Benefit finding may be associated with better mental health after the pandemic, but its longitudinal trajectory and its associations with psychosocial resources and mental health symptoms during recovery remain unclear. Objective This study examined trajectories of benefit finding among Chinese college students from approximately 3 to 15 months after COVID-19 restrictions were lifted. We also examined its associations with emotion regulation, social connectedness, depressive symptoms, and anxiety symptoms, together with indirect association patterns involving benefit finding. Methods A three-wave longitudinal study was conducted among 1,155 Chinese college students. Data were analyzed using parallel-process latent growth curve modeling. Results Social connectedness and benefit finding increased linearly over time, whereas depressive and anxiety symptoms decreased. Cognitive reappraisal was positively associated with the benefit finding intercept but negatively associated with its slope, whereas expressive suppression was not significantly associated with either growth factor. Social connectedness showed stronger associations with benefit finding trajectories than the emotion regulation variables. Benefit finding was negatively associated with depressive and anxiety symptoms at both the intercept and slope levels. Indirect association patterns through benefit finding were supported for social connectedness and both depressive and anxiety symptoms at the intercept and slope levels when inference was based on bias-corrected bootstrap confidence intervals. Conclusions Benefit finding increased during the post-pandemic recovery period and was associated with lower depressive and anxiety symptoms. Social connectedness showed relatively strong associations with benefit finding trajectories, while cognitive reappraisal was associated with higher initial benefit finding but a slower subsequent increase. The indirect association patterns linked social connectedness with both symptom domains through benefit finding at the intercept and slope levels. These findings highlight psychosocial resources that merit further study in campus mental health research, while the observational design does not establish causal direction or temporal precedence.
Background Perceived social support is an important psychosocial resource for competitive athletes, while perceived stress is closely associated with athlete burnout. Drawing on conservation of resources theory and the cognitive-transactional model of stress, this study examines the relationships among perceived social support, perceived stress, and athlete burnout. Objectives This study aims to investigate the associations among perceived social support, perceived stress, and athlete burnout in competitive athletes, with particular attention to the statistical mediating role of perceived stress. Results Using cluster sampling, questionnaire data were collected from 252 competitive athletes across various sports, including track and field, swimming, and football. The results showed that perceived social support was negatively correlated with perceived stress ( r = -0.478, p < 0.01) and athlete burnout ( r = -0.282, p < 0.01), whereas perceived stress was positively correlated with athlete burnout ( r = 0.421, p < 0.01). Mediation analysis revealed a significant indirect association between perceived social support and athlete burnout through perceived stress ( B = -0.161, 95% CI [-0.240, -0.093]). The direct association was not statistically significant after accounting for perceived stress ( B = -0.095, p = 0.109). Conclusion Perceived social support is associated with lower levels of athlete burnout, both through its overall negative association with burnout and through a significant statistical indirect pathway involving perceived stress. These findings highlight the importance of strengthening athletes’ social support systems and addressing perceived stress in competitive sports settings. Given the cross-sectional design, the findings should be interpreted as associations rather than evidence of causal mediation.
Introduction This study examined the moderating role of positive emotion in the relationship between trait-like stress reactivity and negative emotion, and whether this moderating effect varies by cognitive performance and cognitive decline across nine years. Methods Using data from 2,041 participants in the Midlife in the United States (MIDUS) study (mean age = 65.52 years), hierarchical regression models were conducted to predict negative emotion from trait-like stress reactivity, positive emotion, and their interaction, controlling for age, gender, years of education, depressed mood, and neuroticism. Simple slope analyses were conducted to test the direction of significant interactions. Analyses were repeated within subgroups of cognitive performance and cognitive decline across 9 years. Results The interaction between positive emotion and trait-like stress reactivity was significant, with higher positive emotion associated with a weaker relationship between stress reactivity and negative emotion. This moderating effect was observed across low, moderate, and high cognitive performance groups; a three-way interaction further indicated that the moderating effect becomes stronger as cognitive performance increases. For cognitive decline, the moderating effect was significant only among individuals with relatively greater cognitive decline, although the three-way interaction was not significant. Conclusion Positive emotion may buffer the relationship between trait-level stress reactivity and negative emotion across the cognitive performance range, although this moderating effect appears weaker at lower cognitive performance. Findings for cognitive decline were less conclusive, as a subgroup-specific association among participants with greater decline was not confirmed when cognitive decline was analyzed as a continuous moderator.
This study assessed the timeliness and delays in the payment of tuition fees among college students at Mallig Plains Colleges, Inc. (MPCI) during the academic year 2026 as the foundational basis for crafting a responsive financial monitoring plan. Employing a quantitative descriptive-correlational research design, the study gathered data from 60 randomly selected college students across six academic programs. Statistical analysis including frequencies, means, t-tests, Pearson correlation, and Analysis of Variance (ANOVA) revealed that gender, course, year level, primary sponsor, and parental occupation exhibited no significant relationship with payment timeliness. Instead, punctuality was strongly tied to situational and behavioral dynamics. The findings demonstrated that timely tuition fee payments exert a very high positive impact on students’ academic and administrative fluidity and psychosocial stability, effectively removing administrative barriers and mitigating social stigmas. Conversely, delayed payments generated severe ramifications, acting as a direct catalyst for significant institutional bottlenecks and profound socio-economic and emotional barriers, including heightened exam-week anxiety and dropout tendencies. Income volatility due to seasonal agricultural livelihoods and emergency health expenses were identified as the primary economic triggers of payment friction. Alongside, clear institutional communication, accessible payment infrastructure, and strict policy enforcement acted as crucial external determinants of student compliance. While payment timeliness remained uniform across demographics, a significant difference emerged between genders regarding their financial responsibility styles and administrative engagement methods. Based on these insights, a comprehensive Monitoring Plan is proposed to transition the institution from a reactive to a proactive financial framework, optimizing collections while safeguarding student well-being.
Background The coronavirus disease 2019 (COVID-19) pandemic and Russia’s full-scale invasion of Ukraine represent unprecedented global stressors with substantial consequences for mental health. Objective A repeated cross-sectional study was conducted in three independent Hungarian samples before COVID-19 ( N = 249), after the second wave of COVID-19 ( N = 265), and during the early phase of Russia’s full-scale invasion of Ukraine ( N = 148) to examine differences in meaning in life, coping competencies, and fear of death, as well as in the relationships among these constructs. The outbreak of the invasion during data collection provided a unique opportunity to examine these constructs during its early phase. Results Compared with the post-COVID sample, lower descriptive levels of fear of death were observed following the outbreak of Russia’s full-scale invasion of Ukraine. Lower levels of several coping resources, particularly sense of coherence and social competencies, together with the greater relevance of search for meaning, were among the key findings associated with these unforeseen stressors. Stronger associations between coping and meaning in life were identified, while the association between presence of meaning and search for meaning became stronger following the outbreak of the invasion. Network analyses further suggested a closer integration of meaning-related processes with fear of death and coping resources, although these patterns should be interpreted cautiously given the limited stability of the network estimates. Conclusion The findings suggest that exposure to successive unforeseen large-scale stressors may be associated with the reorganization of meaning-related processes and coping resources. The patterns observed following the outbreak of the war may be interpreted within the framework of distal defense processes described by the terror management theory, although these mechanisms were not directly assessed in the present study. The results suggest that longer-term existential anxiety processes and their delayed psychological and social consequences should be considered when developing mental health interventions. These findings may contribute to the refinement of healthcare interventions across multiple levels and cultural contexts in preparation for current and future crises.
Background School-aged children that experience social anxiety and have difficulty with interactions among peers can create significant challenges to their development in terms of both psychology and behavior. A team sport such as volleyball provides a common setting that naturally includes all aspects of social interaction (communication, cooperation, role coordination, etc.) and shared goals which is essential to improve the child’s confidence in interacting socially and abilities to interact socially with peers. Objective This research is an examination of the effect that a 12-week collective volleyball cooperative tactical training program will have on social anxiety and peer interaction in children (8–12). Methods A sample of 80 healthy school-age children was obtained via two methods of campus based, voluntary and/or open recruitment. These children were then randomly assigned to either an experimental intervention group ( n = 40) or an active control group receiving standard physical education ( n = 40). For 12 consecutive weeks, participants in the experimental group engaged in a type of volleyball cooperative tactical team training that occurred on 3 days each week at 1 h per day. During this time the participants in the control group engaged in standard physical education classes of matched frequency and duration. Social anxiety was measured by use of the Social Anxiety Scale for Children (SASC); SASC measures include total social anxiety, fear of negative evaluation and social avoidance/distress. Participant peer interaction was evaluated using a study-specific 25-item peer-interaction questionnaire covering interaction initiative, peer acceptance, interaction coordination, interaction openness, and conflict resolution ability. Data collection occurred prior to, as well as subsequent to, the intervention. Statistical analyses were conducted utilizing SPSS version 26.0 software. A 2 × 2 mixed-design ANOVA was conducted to examine Group × Time interaction effects, with group (intervention vs. control) as the between-subjects factor and time (pre-intervention vs. post-intervention) as the within-subject factor. Effect sizes were reported using partial eta squared ( η 2 p ), and post hoc comparisons were performed when significant interactions were identified. Results Group × Time Interaction Effects from a mixed-design ANOVA were found to be statistically significant for both of the outcomes (social anxiety and peer interaction) of this study. Children participating in an intervention that included an instructional program using the Collective Volleyball Cooperative Tactical Training Model showed significantly greater improvement than did those in the Control Condition in reducing their level of social anxiety as well as improving their peer interaction abilities over the course of the 12-weeks. Although we found a statistically-significant improvement in both children’s social anxiety, and their peer interaction skills through a 12-week program, there is no data available for us to understand if those positive results will continue into the future because we did not assess children at later points in time. Thus, future researchers are encouraged to consider extended assessment periods as part of their study designs to determine how long such interventions have an impact. Secondly, as a feasibility study in a controlled environment showed promise for implementation of cooperative tactical volleyball programs, there may be barriers to successful implementation in regular school settings such as lack of facilities, class size and teacher workload. Future research is needed to examine how cooperative tactical volleyball programs can be adapted to encompass large groups of students and incorporated into routine physical education curriculum. Furthermore, although the intervention showed feasibility under controlled conditions, implementation in regular school settings may face practical challenges, including limited facilities, larger class sizes, and teacher workload. Future studies should examine how cooperative volleyball tactical training can be adapted for broader school-based implementation. Conclusion Collective Volleyball Cooperative Tactical Training is an effective method for reducing social anxiety and improving the ability of school aged children to interact with peers. The program offers a viable, school-based model for integrating sport skills acquisition (training) and psychosocial growth through physical activity.
Introduction: During the first year of the COVID-19 pandemic, the global prevalence of anxiety and depression rose by about 25%, with women and young people most affected. Now that the emergency phase is over, it is necessary to know the mental health status of university students' families, a group that is rarely measured directly. Objective: To describe the levels of anxiety, depression and perceived stress among nursing students and their family members, and to explore their relationship with age, gender, socioeconomic stratum and religion. Methods: Quantitative, descriptive, cross-sectional study with non-probability convenience sampling. Thirty-nine people aged 17 to 79 took part: third-semester nursing students at Universidad Metropolitana de Barranquilla and their family members. The GAD-7, the PHQ-9 and the 10-item Perceived Stress Scale (PSS-10) were administered. Associations were tested with the chi-square test and, because of the small cell counts, with an exact test estimated by Monte Carlo simulation.Results: Of the participants, 67% were women, 31% were aged 17 to 25, 49% belonged to socioeconomic stratum 2 and 87% were Catholic. Absence of symptoms and mild levels predominated. Mild anxiety was the most frequent category among those aged 17 to 25 (66.7%), and 25% of those aged 44 to 52 had severe anxiety. The chi-square test suggested an association between age and anxiety (p = 0.046), but the exact test did not confirm it (p = 0.080). No other variable was significantly associated with anxiety, depression or stress. Conclusions: Participants mostly showed mild or no symptoms, with no significant differences by sociodemographic variables. The cross-sectional design and the sample size do not allow these levels to be attributed to the pandemic, but the cases of severe anxiety and moderately severe depression among middle-aged family members warrant follow-up of family mental health in the post-pandemic period.
Academic expectations can be an important part of adolescent development, but students may experience these expectations as pressure. This study examined perceived parental pressure and academic stress among school students aged 16-18 years in Thanjavur, Tamil Nadu, and assessed the association between the two variables. A quantitative, descriptive-correlational, cross-sectional design was used. Convenience sampling yielded 61 consenting students. Data were collected through an online structured questionnaire containing a 20-item perceived parental-pressure measure and a 30-item academic-stress measure. Descriptive statistics, Cronbach's alpha, and Pearson's product-moment correlation were used. The mean perceived parental-pressure score was 52.31 (SD = 17.07), and the mean academic-stress score was 85.62 (SD = 22.59). Internal consistency was high in this sample (α = .95 and .96, respectively). Perceived parental pressure was positively associated with academic stress, r = .38, p = .003, 95% CI [.14, .57]. Students reporting greater perceived parental pressure tended to report greater academic stress. Because the study was cross-sectional and used a convenience sample, the findings do not establish causation and should not be generalised to all adolescents. The results highlight the value of realistic academic expectations, supportive family communication, and accessible school-based student support.
The present study examined the relationship between imposter phenomenon and career anxiety among final-year students in India. A quantitative correlational design was adopted with a sample of 36 final-year students (10 males, 26 females) selected through convenience sampling. Standardized measures included the Clance Imposter Phenomenon Scale and a self-constructed Career Anxiety Scale. Data were analyzed using descriptive statistics, Pearson?s correlation, and independent-samples t-tests. Results revealed a significant moderate positive correlation between imposter phenomenon and career anxiety (r = .45, p = .006). Female students reported slightly higher scores on both constructs, but gender differences were not statistically significant (p > .05). Findings suggest that imposter feelings contribute to career anxiety and may inform career counselling interventions in college settings.
Background Diabetes frequently co-occurs with depression, anxiety, and diabetes-related distress, and psychological status directly influences glycaemic control and the risk of complications. Traditional mental health assessment relies on subjective scales. With the growth of digital health, digital phenotyping offers a new paradigm for real-time, objective mental health monitoring and prediction. However, the pathways through which these technologies perform monitoring and prediction remain unclear. Objective This scoping review aimed to systematically map the application pathways of digital phenotyping for mental health monitoring and prediction in people with diabetes, and to use machine learning-assisted text mining to analyse the main research themes and hotspots, thereby informing the future development of individualised risk prediction models and monitoring systems. Methods A scoping review search was conducted in six English databases (PubMed, Embase, CINAHL, Web of Science, Scopus, and the Cochrane Library) and four Chinese databases (CNKI, Wanfang, VIP, and China Biomedical Literature Database[CBM]), covering studies published from database inception to 10 September 2026. The search strategy was built around terms related to diabetes, digital phenotyping, and mental health. Machine learning-assisted literature mining was used to identify thematic patterns in the included studies. The study selection process and overall workflow followed the PRISMA extension for scoping reviews (PRISMA-ScR). Results A total of 2,968 records were retrieved. After screening, 10 studies were included. The evidence indicated that digital phenotyping mainly enables real-time monitoring of mental health in people with diabetes through signals such as continuous glucose monitoring (CGM), passive smartphone sensing, voice, and ecological momentary assessment (EMA). Machine learning methods were widely used for risk prediction modelling, but most studies built models at the group level, with only a few adopting n -of-1 analysis or subgroup prediction to achieve individualised risk prediction. External validation of models was generally lacking, and no intervention studies were identified. Conclusions Preliminary evidence suggests that digital phenotyping has exploratory potential for mental health monitoring and prediction in people with diabetes, but research that genuinely achieves individualised risk prediction remains limited. Closed-loop monitoring-intervention design and multicentre external validation are the main directions for future research. Systematic Review Registration https://osf. io/6wsaj/ .
Background Everyday stress and social inhibition are relevant to mental health during emerging adulthood. Daily psychological richness may help explain the temporal association between perceived stress and subsequent social inhibition. Methods In a 15-day diary study, 186 emerging adults provided 2,790 observations of perceived stress, psychological richness, and social inhibition. Perceived social support was assessed at the person level. Two-level dynamic structural equation modeling (DSEM) was used to examine lagged associations and cross-level moderation. Results Higher perceived stress was associated with lower psychological richness the following day [estimate = −0.588, 95% highest posterior density credible interval (HPD CrI) (−0.672, −0.501)]. Psychological richness was negatively associated with social inhibition on the subsequent day [estimate = −0.093, 95% HPD CrI (−0.108, −0.079)], and perceived stress showed a positive direct association with social inhibition 2 days later [estimate = 0.224, 95% HPD CrI (0.192, 0.257)]. Higher perceived social support was associated with weaker stress–richness and direct stress–inhibition associations. The credible interval for moderation of the richness–inhibition path included zero. The conditional indirect association was smaller at high than low support [difference = −0.040, 95% HPD CrI (−0.065, −0.016)]. Conclusion The findings identify a temporally ordered indirect association involving daily psychological richness and support-related differences in stress-linked pathways. They inform further research on everyday psychosocial experiences and social functioning among emerging adults.