Psychogeriatrics, Год журнала: 2023, Номер 24(1), С. 72 - 79
Опубликована: Ноя. 3, 2023
Anxiety is a prevalent mental disorder among the elderly, leading to discomfort, disability, increased expenses, reduced quality of life, and dysfunction. Consequently, this study was conducted determine prevalence COVID-19 anxiety geriatric anxiety, along with factors influencing in elderly population served by urban healthcare centres Quchan.
Язык: Английский
Frontiers in Psychiatry, Год журнала: 2024, Номер 15
Опубликована: Дек. 10, 2024
Background Early detection of anxiety symptoms can support early intervention and may help reduce the burden disease in later life elderly with abdominal obesity, thereby increasing chances healthy aging. The objective this research is to formulate validate a predictive model that forecasts probability developing Chinese individuals obesity. Method This research’s development internal validation encompassed 2,427 participants from 2017-2018 Study Longitudinal Healthy Longevity Survey (CLHLS). Forty-six variables were defined based on Health Ecology Model (HEM) theoretical framework. Key screened using LASSO regression, XGBoost (Extreme Gradient Boosting) was further introduced forecast risk SHapley Additive exPlanations (SHAP) adopted interpret show how eigenvalues contributed predictions. Results A total 240 (9.89%) out included. regression identified nine key variables: looking bright side, self-reported economic status, quality life, health watching TV or listening radio, feeling energetic, ashamed/regretful/guilty, angry, fresh fruits. All evaluation indicators showed good efficacy. Based significance features by SHAP (Model Interpretation Methodology), feature ‘looking side’ most important, ‘self-reported life’ least important. beeswarm plot illustrated impacts affected XGBoost. Conclusion Utilizing machine learning techniques, our precisely evaluate among facilitating timely adoption targeted measures. integration offers transparent interpretations for customized forecasts.
Язык: Английский
Процитировано
0
Frontiers in Public Health, Год журнала: 2023, Номер 11
Опубликована: Июнь 5, 2023
Objective The aim of this study was to analyze the status quo and associated factors care recipients' perceptions caregivers' willingness provide among disabled older adults in China. Thus, contributes our understanding vulnerable populations who are at a high risk receiving support from informal caregivers unable or unwilling take caregiver role. Methods We analyzed cross-sectional data 3,539 received home seventh wave 2018 Chinese Longitudinal Healthy Longevity Survey (CLHLS). Multiple logistic regression models were used examine variables with respondents' perceived five aspects: sociodemographic attributes, health-related data, family endowment, access health services community-based long-term (CBLTCS). Results This found that majority (90.9%) had positive attitude toward their they received; however, 7.0% concerned about ability handle care. Moreover, there small number people (2.1%) felt reluctant lacked patience. results multiple showed socioeconomic disadvantages (living rural areas, being poor no children frequently visited) demand (with severe disabilities cognitive impairment) more likely consider needed respite Those anxiety symptoms, lower amount time, self-rated financial accessibility report administer Conclusion living poor, visited, CI positively perception While significantly reluctance Our findings highlight awareness monitoring carers' capability enact caring tasks.
Язык: Английский
Процитировано
1
Psychiatry Research, Год журнала: 2023, Номер 331, С. 115631 - 115631
Опубликована: Ноя. 30, 2023
Язык: Английский
Процитировано
1
Research Square (Research Square), Год журнала: 2022, Номер unknown
Опубликована: Дек. 15, 2022
Abstract Background Depression, anxiety, and stress are among the most common mental health disorders of elderly that affect individuals society. Considering growing trend population in Iran, this study aimed to determine prevalence these identify factors affecting them elderly. Methods We conducted cross-sectional on 301 people referred Qazvin centers. Data was collected using Anxiety, Stress Scale 21 (DASS-21) questionnaire analyzed through univariate multivariate linear regression tests with interaction between variables STATA Version 14 software. A P-value less than 0.05 significant. Results The depression 45.5%, anxiety 35.5%, 40.2%. 22.9%, 7.9%, 14.3% had severe very levels depression, stress. age, comorbidity, life status job a significant relationship DASS score (p < 0.05). There an comorbidity income influencing (β = 0.68, 95% CI 0.15, 1.22). Conclusion high, indicating inappropriate their health. Because elderly, changes lifestyle, weakening support structure families for it is necessary plan pay more attention needs problems people.
Язык: Английский
Процитировано
1
Research Square (Research Square), Год журнала: 2023, Номер unknown
Опубликована: Март 29, 2023
Abstract PURPOSE: This study aimed to screen for Generalized Anxiety Disorder (GAD) in older adults who visited the outpatient clinic of a general hospital Lima, Peru. METHODS: We conducted cross-sectional between January and March 2014 services Cayetano Heredia Hospital (HCH). Adults aged ³60 years provided written informed consent were included. Patients with communication difficulties cognitive impairment excluded. screened GAD Spanish version Penn State Worry Questionnaire (PSWQ). In addition, other variables such as depressive symptoms, independence performing daily activities social support explored. RESULTS: Five hundred twenty-six participated, 84.6% 60-79 15.4% ≥80 years. A positive screening was present 23.2%, moderate-severe symptoms 11.7% mild 33.8%. Older had 31.42 times prevalence compared those without symptoms. problem 3.77 adequate support. CONCLUSION : The almost one-quarter hospital. Depressive approximately half population.
Язык: Английский
Процитировано
0
Minerva Gastroenterology, Год журнала: 2023, Номер 70(1)
Опубликована: Июль 13, 2023
Язык: Английский
Процитировано
0
Meditsinskiy sovet = Medical Council, Год журнала: 2023, Номер 10, С. 98 - 105
Опубликована: Июль 24, 2023
A share of older persons among the general population has been increasing. Mental health is most important determinant status people. Anxiety in later life common mental disease. Various diseases and symptoms often occur at advanced age. In adults, anxiety disorders are associated with an increased risk comorbidities. Although insomnia not a normal part ageing process, its prevalence increases Many people experience dissatisfaction quantity quality sleep, even if they get enough sleep. Ageing some changes parameters sleep architecture continuity. There several demographic, psychosocial, biological, behavioural factors that may contribute to life. Older subject greater for physical consequences insomnia. Patients long-term usually depression. Evidence suggests there complex bidirectional relationship between elderly. Sleep disturbances disorder pattern. Therefore, healthcare workers must obtain comprehensive information about correctly diagnose insomnia, anxiety, identify potential correlates these disorders. Taking careful complete medical history performing thorough examination aspect their evaluation. If diagnosed life, therapy should include non-drug drug treatments, taking into account possible side effects.
Язык: Английский
Процитировано
0
Psychogeriatrics, Год журнала: 2023, Номер 24(1), С. 72 - 79
Опубликована: Ноя. 3, 2023
Anxiety is a prevalent mental disorder among the elderly, leading to discomfort, disability, increased expenses, reduced quality of life, and dysfunction. Consequently, this study was conducted determine prevalence COVID-19 anxiety geriatric anxiety, along with factors influencing in elderly population served by urban healthcare centres Quchan.
Язык: Английский
Процитировано
0