Mental health conditions, such as anxiety and depression, are a significant public concern that can have impacts on an individual's quality of life, relationships, overall well-being. In recent years, data science machine learning techniques emerged important tools for early detection mental issues. This research aims at understanding the factors leading to depression implement predictive model...

BACKGROUND Emerging work suggests that academic achievement may be influenced by the management of affect as well as through efficient information processing of task demands. In particular, mathematical anxiety has attracted recent attention because of its damaging psychological effects and potential associations with mathematical problem solving and achievement. This study investigated the gen...

BACKGROUND Depression and anxiety are common in diabetic patients; however, in recent years the frequency of these symptoms has markedly increased worldwide. Therefore, it is necessary to establish the frequency and factors associated with depression and anxiety, since they can be responsible for premature morbidity, mortality, risk of developing comorbidities, complications, suffering of patie...

BACKGROUND To compare prevalence of anxiety in ovarian cancer patients following primary treatment to that of normal women and to examine predicting factor. MATERIALS AND METHODS In this cross-sectional study, 56 ovarian cancer patients who had primary surgical treatment within the past five years (cancer group) and 56 age-matched women who attended an outpatient clinic for check-ups (non-can...

BACKGROUND Preoperative anxiety and stress are undoubtedly a difficult experience in patients undergoing elective surgery. These unpleasant sensations depend on several factors. The objective of this study was to evaluate the preoperative anxiety levels in a sample of Turkish population, as well as the underlying causes using the Spielberger State-Trait Anxiety Inventory (STAI anxiety) scale. ...

BACKGROUND Depression is identified as a risk factor for dementia. Little research has been carried out on the importance of anxiety, despite strong evidence of co-morbidity with depression. OBJECTIVE To examine the association of anxiety and depression with future dementia diagnosis. METHODS This case-control study was set in the Consultations in Primary Care Archive. Cases (n = 400), wer...

BACKGROUND Death anxiety among elderly is a major public health concern. Few studies, however, have been conducted on factors associated with death anxiety. OBJECTIVES This study investigated race and gender differences in psychosocial correlates of death anxiety among elderly in the US. MATERIALS AND METHODS With a cross-sectional design, we used data of the Religion, Aging, and Health sur...

objective: social phobia is considered as one of the most common anxiety disorders. the researchers have been looking for the basic mechanism behind it, since determining these factors can be influential in prevention and treatment. in recent years, some of the most important personality and cognitive correlates of social phobia including neuroticism, fear of negative evaluation, anxiety sensit...

It is well recognized that utilitarian and hedonic factors are both important in explaining customers’ consumption activities. Recent research has advocated the role of relational factors in affecting the adoption processes. However, no study has examined these three factors simultaneously in one study. We integrate the utilitarian and hedonic benefits of online shopping with the relational ben...

To evaluate exam anxiety in medical students and also to determine various factors contributing exam anxiety. The cross-sectional study was conducted in 2014 at the Maharishi Markendeshwar Medical College and involved 110 medical students who were voluntary participants. 20 self rating questionnaire State anxiety scale (S scale) was used to measure anxiety and a pre-designed questionnaire asked...