Personal Mental Health Research Articles

Young adults' experiences of using a young person's mental health peer support app: A qualitative interview study.

Evidence suggests that digital peer support can be valuable for individuals struggling with their wellbeing, particularly those who do not feel able to or do not want to engage with other services. The current study explores the experience of young adults engaging with a digital peer support smartphone app. Interviews were conducted with 11 young adults aged 18-25. Reflexive thematic analysis was used and five themes were developed from the data: 1) Finding comfort in familiar and friendly digital spaces; 2) Developing coping and support skills through digital peer support; 3) The value of shared experiences; 4) Needing to 'pull your weight' but being scared of causing harm; 5) The limits of digital peer support. We found that participants valued the sense of community and feelings of relief and validation elicited from sharing relatable experiences with peers. They also believed they had developed skills in supporting themselves and others both within and external to the app. However, it was mainly perceived as a space for venting and may not succeed in delivering benefits beyond this, such as in reducing symptoms of poor mental health or helping people get to the root of issues. Moreover, participants reported a pressure to respond and anxieties around exacerbating someone's difficult feelings. Providing training and supervision to peers to help them feel confident and safe when supporting others may help to further the benefits of peer support, and a greater emphasis on boundaries within digital peer support may alleviate some anxieties and pressure.

Feasibility and effectiveness of a 24-weeks outdoor exercise program on the physical and mental health of persons with schizophrenia

Outdoor exercise can be a novelty and effective therapeutic strategy to achieve positive physical and mental health outcomes in persons with schizophrenia. The aim of this study was to assess the feasibility and effectiveness of a 24-weeks outdoor exercise program in the physical and mental health of persons with schizophrenia. Fifty-two outpatients with schizophrenia were conveniently assigned to a 24-weeks walking/jogging combined with cycling outdoor program (n = 23, male = 14) or control group (n = 29, male = 20). Demographic and clinical measures were collected. Physical health was evaluated using anthropometric measures, 6 min walk test, Eurofit and accelerometer. Mental health was evaluated using self-esteem, motivation for exercise and quality of life questionnaires. Attendance rate to the outdoor program was 92 %. The exercise program significantly decreased participant's body mass index and improved functional exercise capacity and balance. No effects were reported in the self-esteem, motivation for physical activity and quality of life. Significant decreases were found in abdominal strength, hand grip and self-esteem levels of the control group. The outdoor exercise combining walking/jogging and cycling was an effective intervention to decrease body mass index and to improve physical fitness. It can be suggested as a therapeutic approach with an important impact on the management of schizophrenia.

Mental health priorities and cultural-responsiveness of the Mental Health First Aid (MHFA) training for Asian immigrant populations in Greater Boston, Massachusetts

BackgroundAsians and Asian Americans have the lowest rate of mental health service utilization (25%) in the US compared to other racial/ethnic groups (39 − 52%), despite high rates of depression, anxiety, and suicidal ideation. The lack of culturally-responsive mental health trainings hinders access to mental health services for these populations. We assessed the mental health priorities of Asian communities in Greater Boston and evaluated cultural responsiveness of the Mental Health First Aid (MHFA), a first-responder training teaching participants skills to recognize signs of mental health and substance use challenges, and how to appropriately respond.MethodsThis is community-based participatory research with the Boston Chinatown Neighborhood Center (BCNC), Asian Women For Health (AWFH), and the Addressing Disparities in Asian Populations through Translational Research (ADAPT) Coalition. We conducted focus groups with community-based organization staff and community members to assess mental health priorities of Asian populations in Boston, MA. We then evaluated the utility and cultural-responsiveness of the English-language MHFA for Asian populations through pre- and post-training questionnaires and focus groups with community participants. Paired t-tests were used to evaluate questionnaire responses. Thematic analysis was used to analyze interviews.ResultsIn total, ten staff and eight community members participated in focus groups, and 24 community members completed the MHFA and pre- and post-training questionnaires. Common mental health challenges in the Asian communities reported by participants were loneliness, high stigma around mental illnesses, academic pressure, and acculturation stress. Compared to pre-training, MHFA participants demonstrated lower personal mental health stigma (p < 0.001) and higher mental health literacy (p = 0.04) post-training. Participants also noted the lack of data statistics and case studies relevant to Asian populations in the training, and desired the training be offered in languages spoken by Asian ethnic subgroups (e.g., Chinese, Vietnamese).ConclusionCultural-responsiveness of the MHFA for Asian populations could be improved with the inclusion of data and case studies that capture common mental health challenges in the Asian communities and with translation of the MHFA to non-English languages predominant in Asian communities. Increasing the cultural relevance and language accessibility of the MHFA could facilitate wider adoption of these trainings across communities and help to reduce mental health stigma and gaps in literacy and service utilization.

Examining the Role of Mindfulness in Alleviating Death Anxiety

Death anxiety, defined as strong worry and concern about death and dying, can have a substantial impact on a person's mental health and quality of life. This study investigates the effectiveness of mindfulness activities in reducing death anxiety by encouraging a present-focused and welcoming mindset. Mindfulness, which includes essential features such as observing, describing, responding with awareness, being nonjudgmental, and remaining nonreactive, is thought to lower the intensity of death dread through improved emotional control and cognitive processing. The study investigates how mindfulness promotes a more balanced and less reactive approach to existential problems. Mindfulness activities teach people to examine their thoughts and feelings without judgment, narrate their experiences in a non-evaluative manner, act with heightened awareness, and create an attitude of acceptance and non-reactivity. This strategy can reduce the avoidance and denial that are commonly linked with death dread, allowing for a more healthy processing of mortality-related ideas. The study's findings indicate that people who practice mindfulness on a daily basis have lower levels of fear about death. These strategies serve to shift the focus away from future- oriented anxieties and towards present-moment sensations, lessening the cognitive and emotional load of death-related thoughts. The study emphasizes the therapeutic potential of mindfulness-based therapies in clinical settings and advocates for their incorporation into mental health treatment regimens to address death anxiety and other existential issues. Individuals who cultivate a conscious approach to death may increase their psychological resilience, enjoy more emotional stability, and acquire a deeper sense of inner peace. The findings of this study highlight the value of mindfulness as a potent strategy for reducing death anxiety and promoting general mental well-being.

The impact of mind-body therapies on the mental health of women victims of violence: A meta-analysis.

Violence against women is a common public health problem and causes negative mental health outcomes. Mind-body therapies aim to positively affect a person's mental health by focusing on the interaction between mind, body, and behavior. Therefore, this study aims to evaluate the effect of mind-body therapies on women's mental health. Randomized controlled trials published in the last 20years comparing mind-body therapies with active control or waiting lists in women victims of violence were included. Pubmed, Cochrane, Scopus, Web of Science, and CINAHL databases were searched until August 2023. The random effects model and fixed effects model were used for data analysis. The heterogeneity of the study was assessed using the I2 index, and publication bias was assessed using Egger's test and funnel plot. Twelve eligible studies with a sample size of 440 women victims of violence were selected. Mind-body therapies led to a statistically significant reduction in anxiety scores (SMD: 1.95, 95% CI: 1.01, 2.89), depression scores (SMD: 1.68, 95% CI: 0.83, 2.52) and posttraumatic stress scores (SMD: 0.95, 95% CI: 0.73, 1.18). There was a high level of heterogeneity in the outcome for anxiety (I2 = 85.18), a high level of heterogeneity for depression (I2 = 88.82), and a low level of heterogeneity for PTSD (I2 = 19.61). Results of subgroup analysis based on the number of sessions showed that eight or fewer sessions reduced anxiety (SMD: 3.10, 95% CI: 1.37, 4.83) and depression scores (SMD: 3.44, 95% CI: 1.21, 5.68), while PTSD scores did not change. Evidence suggests that mind-body therapies may reduce anxiety, depression, and PTSD in women victims of violence.

Association of resilience and psychological flexibility with surgeons' mental wellbeing.

Existing research highlights the link between certain personality traits and mental health in surgeons. However, little research has explored the important role of psychological skills and qualities in potentially explaining this link. A cross-sectional survey of UK-based surgeons was used to examine whether two such skills (psychological flexibility and resilience) helped to explain why certain personality traits might be linked to mental health in surgeons. An online survey comprising measures of personality (neuroticism, extraversion and conscientiousness), psychological skills/qualities (psychological flexibility and resilience) and mental health (depression, anxiety, stress and burnout) was sent to surgeons practising in the UK. Mediation analyses were used to examine the potential mediating role of psychological flexibility and resilience in explaining the relationship between personality factors and mental health. A total of 348 surgeons completed the survey. In all 12 mediation models, psychological flexibility and/or resilience played a significant role in explaining the relationship between personality traits (neuroticism, extraversion and conscientiousness) and mental health (depression, anxiety and burnout). Findings suggest that it is not only a surgeon's personality that is associated with their mental health, but the extent to which a surgeon demonstrates specific psychological qualities and skills (psychological flexibility and resilience). This has important implications for improving surgeons' mental wellbeing, because psychological flexibility and resilience are malleable, and can be successfully targeted with interventions in a way that personality traits cannot.

Comparison of model feature importance statistics to identify covariates that contribute most to model accuracy in prediction of insomnia.

Sleep is critical to a person's physical and mental health and there is a need to create high performing machine learning models and critically understand how models rank covariates. The study aimed to compare how different model metrics rank the importance of various covariates. A cross-sectional cohort study was conducted retrospectively using the National Health and Nutrition Examination Survey (NHANES), which is publicly available. This study employed univariate logistic models to filter out strong, independent covariates associated with sleep disorder outcome, which were then used in machine-learning models, of which, the most optimal was chosen. The machine-learning model was used to rank model covariates based on gain, cover, and frequency to identify risk factors for sleep disorder and feature importance was evaluated using both univariable and multivariable t-statistics. A correlation matrix was created to determine the similarity of the importance of variables ranked by different model metrics. The XGBoost model had the highest mean AUROC of 0.865 (SD = 0.010) with Accuracy of 0.762 (SD = 0.019), F1 of 0.875 (SD = 0.766), Sensitivity of 0.768 (SD = 0.023), Specificity of 0.782 (SD = 0.025), Positive Predictive Value of 0.806 (SD = 0.025), and Negative Predictive Value of 0.737 (SD = 0.034). The model metrics from the machine learning of gain and cover were strongly positively correlated with one another (r > 0.70). Model metrics from the multivariable model and univariable model were weakly negatively correlated with machine learning model metrics (R between -0.3 and 0). The ranking of important variables associated with sleep disorder in this cohort from the machine learning models were not related to those from regression models.

Impact of mental health in persons living with rare disease: Findings from the AMCP Market Insights Program.

Within the framework of its Market Insights Program, AMCP convened a panel of experts representing diverse stakeholders to identify alterations to plan design and/or coverage options geared toward improving the diagnosis and treatment of mental health conditions among persons living with rare diseases (PLWRD). PLWRD face unique mental health challenges because of the misunderstood nature of their conditions, potential misdiagnosis, and limited treatment options. Economic burdens arise from increased medical needs, reliance on caregivers, and work disruptions. The interplay of these factors, along with health insurance coverage, creates a distinctive mental health landscape for PLWRD and a need to prioritize mental health support for this patient population. This article aims to (1) summarize expert perspectives on health care system challenges and areas of agreement concerning the management of mental health conditions and (2) advance payers' understanding of their role in supporting mental health care for patients with rare diseases. Addressing mental health needs of PLWRD presents multifaceted challenges. Managed care organizations play a pivotal role in supporting mental health care for PLWRD through their quality improvement initiatives and policies for coverage and reimbursement, which can impact both the rare disease treatment and mental health services PLWRD receive.

Art-methods in psychosocial rehabilitation: resources and opportunities

The article highlights the prerequisites, methods and means of creating a psychotechnology for the rehabilitation of certain segments of the population with its full social content and personal effectiveness, in which reflective thinking, existential freedom, professional competence and humane orientation of the specialist’s personality are important. The purpose of the study is to highlight the heuristic resource potential of the art therapeutic method and its corresponding work techniques in the implementation of psychosocial rehabilitation of individuals aimed at restoring their psycho-spiritual capabilities and social and role functions. The object of study is psychosocial rehabilitation in the complementarity of methods, tools, techniques and procedures for effective psychological work of a socio-humanitarian specialist with a traumatized client and methods, tools, techniques and acts of correct social influence on his or her personality for psychological and functional recovery as a citizen. The subject of the study is the rehabilitation technology of art therapy, gradually implemented and funded, enriched with psycho-spiritual resources and social capabilities of both participants, joint activity – a psychologist or social worker and the personality of a client who has suffered a certain hellish loss, is in a psycho-traumatic state and needs existential and purely human help for psychosocial recovery and personal recovery. In particular, psychosocial rehabilitation is interpreted as a complex multi-stream process aimed at restoring or improving the social functioning and mental health of persons with mental disorders, psychological trauma, or in difficult life situations. It is noted that the expediency of using the art therapy method as a form of psychological rehabilitation, which practices art as a means of expressing emotions, self-knowledge and improving mental health, is emphasized. Art therapy involves the use of various types of artistic creativity, namely drawing, painting, modeling, collage, photography and other artistic forms to help people express their inner feelings, accentuated psycho-mental states and poorly regulated mental tendencies.

The Power of Psyche, Self-berating As a Form of Self-restoration

Background: Self-berating, often seen as a negative behavior, is paradoxically used by some individuals as a means of self-restoration. This phenomenon involves a range of behaviors where individuals inflict harm upon themselves, both mentally and physically, as a response to guilt, societal pressures, and a need for self-improvement. This study explores the underlying motivations, mechanisms, and outcomes of self-berating as a form of self-restoration, aiming to understand its role in personal growth and mental health. Methods and Material: A comprehensive literature review was conducted, analyzing reports, studies, and articles related to self-harm, self-berating, and self-restoration. Data was collected from various psychological, sociological, and medical sources, focusing on both qualitative and quantitative analyses. Personal observations and interviews with individuals who engage in self-berating behaviors provided additional insights. The study also examined the role of societal and cultural influences on these behaviors. Results: The findings indicate that self-berating is often driven by a complex interplay of guilt, societal expectations, and personal desire for improvement. Individuals who engage in self-berating report temporary relief from emotional distress and a sense of control over their lives. However, the long-term effects are typically negative, leading to decreased self-esteem, chronic mental health issues, and in severe cases, physical harm. The study also found significant cultural and religious influences that shape the perception and acceptance of self-berating behaviors. Conclusion: While self-berating can provide temporary emotional relief and a perceived sense of control, it is ultimately a detrimental practice with long-lasting negative effects on mental health. Understanding the motivations behind self-berating and its impact is crucial for developing effective interventions. Future research should focus on alternative, healthier methods of self-restoration and coping mechanisms, and on the role of societal change in reducing the prevalence of self-harm behaviors.

THE EFFECTIVENESS OF OUTBOUND MANAGEMENT TRAINING WITH GAME TECHNIQUE TO IMPROVE STUDENTS’ SELF-ADJUSTMENT

Students need to adjust because, as adult individuals, they must deal with the expectations and hardships of college life. One of the initiatives to promote personal mental health is self-adjustment. The inability to adapt to daily life in various social environments can cause unhappiness for someone, especially students. One effort to improve student adjustment is through outbound management training using game techniques. The aim of this research is to determine the effectiveness of outbound management training using game techniques to improve student adjustment. This research is quantitative research with a one-group pretest posttest research design. The research subjects were 12 students from the Guidance and Counseling Study Program at PGRI Madiun University. The sampling technique uses the purposive sampling technique. The data collection technique uses a self-adjustment scale consisting of 15 items referring to the Psychology of Adjustment theory, including four components, namely accurate perception of reality, ability to overcome stress and anxiety, positive self-image, ability to express feelings, and good interpersonal relationships. The data analysis technique uses the Wilcoxon signed rank test. The research results show that outbound management training is effective in improving students' adjustment to everyday life.

Edukasi Bahaya Rokok dan Napza Remaja SMA Pada Pesantren Ramadhan di Mesjid Nurul Yaqin Kecamatan Koto Tangah Padang

Cigarettes and drugs damage a person's mind and mental health, it also makes a person addicted and addicted so that it justifies any means to get it. This activity aims to increase the knowledge of high school adolescents about the dangers of smoking and drugs for themselves. The benefit of this activity is to make them understand the dangers of smoking and drugs. The method of this activity is by providing counseling and screening questionnaires on the level of knowledge and attitudes of high school adolescents through the Ramadan pesantren at the Nurul Yaqin Lubuk Buaya Padang Mosque. The results of the program implementation are the implementation of counseling and education about smoking and drugs and their impact on society from the health and psychosocial aspects in the form of activity reports, documentation and publications.

Understanding Adolescent Mental Health in the COVID-19 Era: A Psychodynamic Approach.

This cross-sectional, case-control study aimed to explore the psychodynamic characteristics that influenced adolescents' mental health during the COVID-19 pandemic. Personality structure impairments, psychodynamic conflicts, defense styles, and mental health issues were examined using the OPD-Structure- and Conflict-Questionnaires, the Defense Style Questionnaire, and the Patient Health Questionnaire in adolescents before (n = 288) and after (n = 451) the COVID-19 pandemic in Germany. Adolescents with mental health issues exhibited greater impairments in personality structure, more immature defense styles, and higher levels of psychodynamic conflicts both before and after the pandemic onset. Comparisons between pre-pandemic and pandemic samples indicated a lower level of the conflict of taking care of oneself versus being cared for in passive mode among adolescents during the pandemic. In-depth analysis of adolescents with mental health issues from the pandemic group revealed significant associations between personality structure impairments and a maladaptive defense style with somatoform, depressive, anxiety, eating, and alcohol use disorders. The findings provide clinically relevant insights into the psychodynamic factors that contributed to the psychological vulnerability of adolescents during the COVID-19 pandemic. These insights can guide the development of targeted psychodynamic interventions to support adolescents' mental health in similar future crises.

Identifying mechanisms of youth mental health promotion: A realist evaluation of the Agenda Gap programme

Promoting youth mental health is a critical public health priority and merits robust policy and practice responses, inclusive of youth-centred and upstream interventions that address the root factors contributing to mental health outcomes. To that end, non-familial youth-adult relationships can powerfully impact youths’ healthy development, mental health and well-being, and capacities for enacting change within home, school, and policy contexts. Agenda Gap is a youth mental health promotion programme based on this principle, in which adult facilitators support youth (aged 15–24) in co-exploring activities focused on mental health promotion and policy advocacy, while fostering supportive, trusting intergenerational relationships. This study presents a realist evaluation of Agenda Gap, drawing on realist qualitative interviews with youth participants (n = 18) and adult collaborators (n = 4). We constructed 15 initial programme theories in four theoretical areas that we subsequently explored via analysis of the realist interview data. The analysis used the middle-range theories of ‘Third Space’ and ‘Third Place’ to conceptualize and articulate how causal mechanisms were produced from the non-familial youth-adult relationships that are foundational to the programme. Results are presented across 10 context-mechanism-outcome (CMO) configurations in three sections: (1) Agenda Gap Facilitation Activates ‘Third-Space/Third-Place’ Mechanisms; (2) Youth Enhance Personal Mental Health while also Supporting Mental Health of Friends and Family; (3) Youth Become Inspired and Informed to Act as Advocates and Policy Change Agents. Taken together, these findings provide insights into the important mechanisms of non-familial intergenerational trust building and demonstrate how a strengths-based conceptualization of youth mental health supports mental health maintenance, promotion, and advocacy for this population.

Readiness for HIV Postexposure Prophylaxis (PEP) Decision Making Following Sexual Violence

HIV post-exposure prophylaxis (PEP) can reduce the risk of acquiring HIV infection following sexual assault. However, only about half of people offered HIV PEP will initiate the medication. Factors associated with patient readiness for HIV PEP following sexual assault have been attributed to structural and clinical barriers. This study utilized the Theory of Reasoned Action and Planned Behavior to better understand how personal factors, cognitive factors, mental health, barriers and facilitators that could influence a patient’s decision to start HIV PEP post sexual assault. A web-based cross sectional survey was conducted from October 2017 to January 2020 and a total of 228 responses were included from participants that had experienced sexual assault in the previous 3 months. Using linear regression modeling fear of HIV, post-traumatic stress symptoms, validating social responses to disclosure, and having someone else pay for HIV PEP were all associated with feeling better prepared for HIV PEP decision making. Results indicate that structural, social, and individual factors impact patient decision making. These findings highlight opportunities for health systems and providers to improve HIV education and the importance of initiating HIV PEP following sexual assault.

The impact of road environments on rural periodic market travel satisfaction: a heterogeneity analysis of travel modes.

Travel satisfaction as experienced by rural residents is closely related to personal physical and mental health, as well as rural economic conditions. An improved rural road environment can be expected to enhance villagers' satisfaction with regards to visits to markets, but to date this has not been established empirically. In this study, a questionnaire was designed to obtain local residents' evaluations of road environment characteristics for periodic market travel. And we use an Oprobit regression model and Importance-Performance Map Analysis (IPMA) to explore the heterogeneity of the 14 key elements of the "home-to-market" road environment impact on villagers' satisfaction under different modes of travel. The results of the study reveal that villagers expressed dissatisfaction with the current lack of sidewalks and non-motorized paths, and except for road traffic disturbances and road deterioration, which did not significantly affect mode of travel, other factors proved significant. Significantly, bus services are associated with a significant positive effect on walking, non-motorized and bus travel satisfaction, while distance travel also affects walking, non-motorized and motorized travel satisfaction. It is worth noting that greening and service facilities negatively affect motorized travel satisfaction. In summary, road width, sidewalks, bus service, and road deterioration, are among the elements most in need of urgent improvement for all modes of travel. The characteristics of the road environment that influence satisfaction with travel to the periodic market vary by travel mode, and this study is hoped to provide data support and optimization recommendations for the improvement of the rural road environment in China and other countries.

"FEEL IT, SHARE YOUR FEELING," AN APPLICATION FOR INDONESIANS FREE FROM STIGMA

One of the factors that affect a person's mental health is the presence of stigma or adverse judgment. People who may often face stigma are those with HIV/AIDS (PLHIVA), COVID-19 survivors, and health workers caring for COVID-19 patients. Stigma is divided into enacted stigma and internalized stigma related to beliefs, behaviors, and actions. Overcoming stigma may be done by increasing knowledge using technology in this digital era. The researcher developed an application named "Feel It, Share Your Feeling" for the community, especially for people living with HIV/AIDS, COVID-19 survivors, and health workers caring for COVID-19 patients who are experiencing stigma. The study used a quasi-experimental method with randomized pretest-posttest designs, involving 60 respondents divided into intervention and control groups. The pre and post-intervention data were measured in both groups using The Multidimensional Measure of Internalized HIV Stigma. The data was analyzed using Wilcoxon Signed-Ranks and Mann-Whitney tests. Over a month, the intervention group showed a reduction in internal stigma, with 73.33% reporting lower stigma levels after using the Feel It, Share Your Feeling application. The Wilcoxon test results showed a computed p-value of 0.005, and the Mann-Whitney test results also indicated a p-value of 0.005. The use of the Feel It, Share Your Feeling application was found to lower internal stigma and provide accessible therapies for people living with HIV/AIDS, COVID-19 survivors, and health workers caring for COVID-19 patients. Keywords: Stigma; covid-19; HIV; nurse; mental health

The Mediating Influence of Emotional Intelligence on the Relationship Between Personality Traits and Mental Health in Saudi Arabia

Background and Rationale: Emotional intelligence plays a crucial role in moderating the relationship between personality traits and mental health in Sa &amp; : &amp; : In this study, data was collected from a sample of individuals in Saudi Arabia. The participants completed questionnaires assessing their personality traits, emotional intelligence, and mental health. Statistical analyses were conducted to examine the mediating influence of emotional intelligence on the relationship between personality traits and mental health. Patients and methods : participants were recruited from various healthcare facilities in Saudi Arabia. Data was collected through surveys and interviews to assess personality traits, emotional intelligence, and mental health status. Statistical analyses were conducted to examine the mediating influence of emotional intelligence on the relationship between personality traits and mental health outcomes. Results: The results showed that emotional intelligence played a significant mediating role in the relationship between personality traits and mental health in Saudi Arabia. Furthermore, it was found that individuals with higher emotional intelligence tended to have better mental health outcomes regardless of their personality traits. This suggests that emotional intelligence may serve as a protective factor against the negative impact of certain personality traits on mental health. Additionally, the study highlighted the importance of considering both emotional intelligence and personality traits in interventions aimed at promoting mental health in Saudi Arabia.: The findings of this study have important implications for the development of tailored interventions to improve mental health outcomes in the Saudi Arabian population. Conclusion: Emotional intelligence is crucial in mediating the relationship between personality traits and mental health in Saudi Arabia. High emotional intelligence correlates with better mental health outcomes. The interaction between personality traits and emotional intelligence significantly impacts overall mental well-being. Understanding emotional intelligence's mediating influence on mental health is essential in Saudi Arabia. Future studies should explore the specific mechanisms through which emotional intelligence affects mental health outcomes in the Saudi Arabian population.

Stress and Mental Health Detection using Machine Learning

Abstract: The precise determination of psychological health and stress levels substantial involvement in the course of a patient's therapy, Especially during the initial phases of the condition, it's crucial to remain vigilant as there's a potential for health risks to emerge for the patient. Deep Learning (DL) has emerged as a prevalent technique utilized to detect stress and mental health conditions, aiding in their identification. in a timely manner. Here, we provide mental health prediction utilizing KNN, Random Forest, and Logistic Regression whereas CNN for stress detection to aid in the timely identification of the illness. The website we created compiles the patient/person dataset. It aids When forecasting the outcome of the event, patient's or person's mental health and stress levels once the necessary training procedures have been completed.

Distinct personality profiles associated with disease risk and diagnostic status in eating disorders

BackgroundPersonality traits have been associated with eating disorders (EDs) and comorbidities. However, it is unclear which personality profiles are premorbid risk rather than diagnostic markers. MethodsWe explored associations between personality and ED-related mental health symptoms using canonical correlation analyses. We investigated personality risk profiles in a longitudinal sample, associating personality at age 14 with onset of mental health symptoms at ages 16 or 19. Diagnostic markers were identified in a sample of young adults with anorexia nervosa (AN, n = 58) or bulimia nervosa (BN, n = 63) and healthy controls (n = 47). ResultsTwo significant premorbid risk profiles were identified, successively explaining 7.93 % and 5.60 % of shared variance (Rc2). The first combined neuroticism (canonical loading, rs = 0.68), openness (rs = 0.32), impulsivity (rs = 0.29), and conscientiousness (rs = 0.27), with future onset of anxiety symptoms (rs = 0.87) and dieting (rs = 0.58). The other, combined lower agreeableness (rs = −0.60) and lower anxiety sensitivity (rs = −0.47), with future deliberate self-harm (rs = 0.76) and purging (rs = 0.55). Personality profiles associated with “core psychopathology” in both AN (Rc2 = 80.56 %) and BN diagnoses (Rc2 = 64.38 %) comprised hopelessness (rs = 0.95, 0.87) and neuroticism (rs = 0.93, 0.94). For BN, this profile also included impulsivity (rs = 0.60). Additionally, extraversion (rs = 0.41) was associated with lower depressive risk in BN. LimitationsThe samples were not ethnically diverse. The clinical cohort included only females. There was non-random attrition in the longitudinal sample. ConclusionsThe results suggest neuroticism and impulsivity as risk and diagnostic markers for EDs, with neuroticism and hopelessness as shared diagnostic markers. They may inform the design of more personalised prevention and intervention strategies.