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1.
South Med J ; 117(4): 175-181, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38569603

RESUMO

OBJECTIVES: Cultural differences can affect postpartum mental health disorders and the utilization of mental health services. We compared women speaking English, Spanish, Russian, and Urdu/Bengali/Punjabi from postpartum through 1 year after delivery. METHODS: This was a retrospective study of 3478 pregnant women from a public hospital in New York City. The primary outcome was a composite outcome of the presence of any of the following: diagnosis of depressive disorder, diagnosis of anxiety disorder, visit to a behavioral health service provider, and/or psychiatric admission. The secondary outcome was healthcare provider referral to a behavioral health service provider. RESULTS: Languages spoken were English (n = 1881), Spanish (n = 694), Russian (n = 600), and Urdu/Bengali/Punjabi (n = 303). The language groups differed significantly (P = 0.02) for the composite outcome, with English having the greatest percentage (3.5%) and Russian the lowest percentage (1.2%). The language groups significantly differed for referral to behavioral health (P = 0.04), with Spanish having the greatest percentage (1.6%) and Russian the lowest percentage (0.2%). Anxiety disorder history (odds ratio [OR] 10.43, 95% confidence interval [CI] 4.75-22.91, P < 0.001) and psychiatric disorder history (OR 5.26, 95% CI 2.13-8.49, P < 0.001) were each significantly associated with increased odds for the composite outcome. Anxiety disorder history (OR 6.42, 95% CI 1.92-21.45, P = 0.003) and elevated depressive symptoms (OR 4.92, 95% CI 2.04-11.83, P < 0.001) each were significantly associated with increased odds for referral to behavioral health. CONCLUSIONS: Russian language was associated with lower utilization of mental health services postpartum. These findings can help clinicians determine among postpartum women who will be affected with mental health concerns and who will seek treatment for mental health concerns.


Assuntos
Serviços de Saúde Mental , Humanos , Feminino , Gravidez , Estudos Retrospectivos , Saúde Mental , Ansiedade/diagnóstico , Idioma
2.
Open Heart ; 11(1)2024 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-38569670

RESUMO

INTRODUCTION: Patients undergoing invasive coronary angiography (ICA) experience anxiety due to various reasons. Procedural anxiety can lead to physiological and psychological complications, compromising patient comfort and overall procedural outcomes. Benzodiazepines are commonly used to reduce periprocedural anxiety, although the effect is modest. Virtual reality (VR) is a promising non-pharmacological intervention to reduce anxiety in patients undergoing ICA. METHODS AND ANALYSIS: A single-centre open-label randomised controlled trial is conducted assessing the effectiveness of add-on VR therapy on anxiety in 100 patients undergoing ICA and experiencing anxiety in a periprocedural setting. The primary outcome is the Numeric Rating Scale (NRS) anxiety score measured just before obtaining arterial access. Secondary outcomes include postarterial puncture and postprocedural anxiety, patient-reported outcome measures (PROMs) of anxiety and physiological measurements associated with anxiety. The NRS anxiety level and physiological measurements are assessed five times during the procedure. The PROM State-Trait Anxiety Inventory and Perceived Stress Scale are completed preprocedure, and the PROM STAI and the Igroup Presence Questionnaire are performed postprocedure. ETHICS AND DISSEMINATION: The protocol of this study has been approved by the Research Ethics Committee of the Radboud University Medical Centre, the Netherlands (CMO Arnhem-Nijmegen, 2023-16586). Informed consent is obtained from all patients. The trial is conducted according to the principles of the Helsinki Declaration and in accordance with Dutch guidelines, regulations, and acts (Medical Research involving Human Subjects Act, WMO). REGISTRATION DETAILS: Trial registration number: NCT06215456.


Assuntos
Ansiedade , Testes Psicológicos , Autorrelato , Realidade Virtual , Humanos , Angiografia Coronária/efeitos adversos , Ansiedade/diagnóstico , Ansiedade/etiologia , Ansiedade/prevenção & controle , Países Baixos
3.
BMJ Paediatr Open ; 8(Suppl 2)2024 Apr 08.
Artigo em Inglês | MEDLINE | ID: mdl-38589039

RESUMO

BACKGROUND: This study aimed at documenting the levels of stress, depression, anxiety and participation in care among mothers versus fathers of newborns hospitalised in a third-level neonatal intensive care unit (NICU) in Northern Italy. METHODS: Parental stress, depression and anxiety were assessed by the Parental Stressor Scale in NICU (PSS:NICU), the Edinburgh Postnatal Depression Scale (EPDS) and the State-Trait Anxiety Inventory (STAI). Participation in care was evaluated with the Index of Parental Participation. Differences between mothers and fathers were assessed with the Mood's median test and z-test, respectively for continuous and discrete variables. Multivariate analyses controlling for potential confounders were performed to confirm gender differences. RESULTS: 191 parents (112 mothers and 79 fathers) were enrolled. Mothers reported significantly higher median scores for stress (2.9 vs 2.2, p<0.001) and trait anxiety (37 vs 32, p=0.004) and higher depression rates (EPDS ≥12: 43.8% vs 19.0%, p<0.001). 'High stress' (PSS:NICU ≥3) was reported by 45.5% of mothers compared with 24.1% of fathers (p=0.004). The frequency of the three conditions simultaneously was significantly higher among mothers (20.0% vs 3.8%, p=0.016), with the vast majority of mothers (76.0%) suffering from at least one condition compared with less than half of fathers (45.3%, p<0.001). Participation in care was more frequent in mothers (median score: 19 vs 15, p<0.001), with the exception of activities related to advocacy (median 5 vs 4, p=0.053). In a multivariate analysis, gender differences in mental health outcomes did not change. CONCLUSIONS: Routine screening of mental distress among parents of infants in NICU is warranted, and gender differences need to be acknowledged in order to deliver tailored support and to promote collaboration with the family of vulnerable newborns. Knowledge and skills on how to prevent and cope with mental distress of parents should be part of the core curriculum of staff working in NICU.


Assuntos
Depressão , Unidades de Terapia Intensiva Neonatal , Feminino , Lactente , Humanos , Recém-Nascido , Estudos Transversais , Depressão/epidemiologia , Depressão/diagnóstico , Estresse Psicológico/epidemiologia , Estresse Psicológico/psicologia , Pais/psicologia , Ansiedade/epidemiologia , Ansiedade/diagnóstico , Ansiedade/psicologia
4.
Trials ; 25(1): 231, 2024 Apr 03.
Artigo em Inglês | MEDLINE | ID: mdl-38570855

RESUMO

BACKGROUND: Breast cancer is the most prevalent cancer among women globally, and surgical procedures continue to be the primary treatment. However, over 50% of patients experience preoperative anxiety due to the unknown and fear associated with surgery. Although drug therapy is commonly used to address this anxiety, its side effects have led to a heated debate regarding its effectiveness. Consequently, non-pharmacological therapies, such as preoperative education, have emerged as an alternative approach to alleviate anxiety. WeChat, a widely popular social media platform, offers a public platform that can potentially be utilized for effective preoperative education. This study aims to evaluate the use of WeChat public platform as a tool for preoperative education in patients undergoing breast surgery. METHODS: This is a prospective, randomized, and controlled trial will involve 392 adult women scheduled for breast cancer resection. Participants will be randomly assigned to either the WeChat education group or the regular group. In addition to regular preoperative visits, the WeChat education group will also watch science videos through the WeChat public platform. The regular group will only receive education from ward nurses during preoperative visits. The primary outcome measure will be the incidence of preoperative anxiety, defined by scores of the State Anxiety Inventory (SAI) exceeding 40 points. Secondary outcome measures include the incidence of severe anxiety (SAI > 44) on the day before surgery, incidence of anxiety 72 h after surgery, incidence of severe anxiety 72 h after surgery, NRS scores for pain at rest and during activity 24, 48, and 72 h after surgery, incidence of nausea and vomiting within 24 h after surgery, subjective sleep score at 1 week postoperatively, quality of life QoR-15 scores at 1 and 3 months postoperatively, incidence of chronic pain at 3 months postoperatively, bowel function recovery, length of hospital stay, and hospitalization expenses. DISCUSSION: This is the first clinical trial to investigate the use of WeChat public platform for delivering preoperative education on perioperative anxiety in breast cancer patients. By utilizing the renowned WeChat public platform, our study aims to improve patient outcomes by providing video education that explains the disease, surgery, and anesthesia in a more accessible manner, thereby reducing the incidence of perioperative anxiety. If our hypothesis is confirmed, this non-pharmacological approach can be universally acknowledged as a cost-effective and practical method in clinical care. Its application can also be extended to other medical fields beyond breast cancer. TRIAL REGISTRATION: ClinicalTrials.gov, NCT05291494. Registered on 29 December 2021.


Assuntos
Neoplasias da Mama , Qualidade de Vida , Adulto , Humanos , Feminino , Neoplasias da Mama/cirurgia , Estudos Prospectivos , Ansiedade/diagnóstico , Ansiedade/etiologia , Ansiedade/prevenção & controle , Cuidados Pré-Operatórios/métodos , Ensaios Clínicos Controlados Aleatórios como Assunto
5.
J Affect Disord ; 355: 440-449, 2024 Jun 15.
Artigo em Inglês | MEDLINE | ID: mdl-38580034

RESUMO

BACKGROUND: Robust evidence suggests that individuals exposed to childhood trauma are more vulnerable to suffering from later depression. However, the pathway connecting the experience of childhood trauma and depression remains unclear. PARTICIPANTS AND SETTINGS: A total of 3663 participants from six colleges in China completed the Childhood Trauma Questionnaire-Short Form, Patient Health Questionnaire-9, Generalized Anxiety Disorder Scale-7, and Multidimensional Existential Meaning Scale. Among all participants, 3115 (Mage = 19.20, SDage = 1.38, males = 1384) participants met the selective standard of suffering from childhood trauma and were divided into the traumatized depressed group (the DT group) (n = 1432, Mage = 19.26, males = 700) and traumatized non-depressed group (the UDT group) (n = 1683, Mage = 19.15, males = 684). METHODS: In the present study, we examined the comorbidity of anxiety and the facets of meaning in the life network model. We then calculated the bridge symptoms and compared the networks of the DT group and the UDT group. RESULTS: The results of the t-test showed that the DT group scored significantly higher on all symptoms of anxiety and significantly lower on all dimensions of meaning in life compared to the UDT group. Meanwhile, the strongest bridge exists between "Mattering" and "Restlessness" in the symptom network of the DT group, while there is no bridge in the symptom network of the UDT group. The result of NCT indicates that the global strength and the EI value of "Mattering" are significantly higher in the symptom network of the DT group than in the UDT group. CONCLUSION: Intervention targeting improving the self-esteem of individuals suffering from childhood trauma may help to alleviate their depression and anxiety symptoms.


Assuntos
Experiências Adversas da Infância , Depressão , Testes Psicológicos , Masculino , Humanos , Adulto Jovem , Adulto , Lactente , Depressão/epidemiologia , Depressão/diagnóstico , Ansiedade/diagnóstico , Autorrelato
6.
BMC Psychiatry ; 24(1): 297, 2024 Apr 19.
Artigo em Inglês | MEDLINE | ID: mdl-38641813

RESUMO

BACKGROUND: This study aimed to investigate the interplay between anxiety and depressive symptoms in Chinese college freshmen using the causal system perspective (CSP), which differs from the traditional common cause perspective (CCP) by providing an alternative explanation by attributing comorbidity to direct interactions among symptoms. METHODS: A convenience sample of 2,082 Chinese college freshmen (39.51% male, Mage = 18.61) from a normal university completed the Generalized Anxiety Disorder 7-Item Scale (GAD-7) and the Patient Health Questionnaire (PHQ-9). Network analysis was conducted and evaluated as to centrality, stability, node predictability, and bridging features. Moreover, the moderated network model (MNM) was utilized to detect the moderation effects of gender in the comorbidity network. RESULTS: The network of anxiety and depressive symptoms exhibited stability, characterized by the core symptoms of "restlessness", "lack of energy", and "excessive worry about control", as well as the bridging symptoms of "fearfulness", "sad mood", and "irritability". Notably, the nodes representing "uncontrollable worry" and "difficulty in relaxation" demonstrated the highest predictive power. Gender did not exert any moderating effects on the anxiety and depressive symptom network. CONCLUSION: These results reinforce that certain anxiety or depressive symptoms are more central than others, and thus play a more vital role in the comorbid network. These findings highlight underlying potential targeting symptoms to consider in future interventions.


Assuntos
Ansiedade , Depressão , Masculino , Humanos , Adolescente , Feminino , Depressão/diagnóstico , Depressão/epidemiologia , Universidades , Ansiedade/epidemiologia , Ansiedade/diagnóstico , Transtornos de Ansiedade/diagnóstico , Transtornos de Ansiedade/epidemiologia , Comorbidade
7.
BMC Health Serv Res ; 24(1): 450, 2024 Apr 10.
Artigo em Inglês | MEDLINE | ID: mdl-38600462

RESUMO

BACKGROUND: The COVID-19 pandemic resulted in significant physical and psychological impacts for survivors, and for the healthcare professionals caring for patients. Nurses and doctors in critical care faced longer working hours, increased burden of patients, and limited resources, all in the context of personal social isolation and uncertainties regarding cross-infection. We evaluated the burden of anxiety, depression, stress, post-traumatic stress disorder (PTSD), and alcohol dependence among doctors and nurses working in intensive care units (ICUs) in Nepal and explored the individual and social drivers for these impacts. METHODS: We conducted a mixed-methods study in Nepal, using an online survey to assess psychological well-being and semi-structured interviews to explore perceptions as to the drivers of anxiety, stress, and depression. Participants were recruited from existing national critical care professional organisations in Nepal and using a snowball technique. The online survey comprised of validated assessment tools for anxiety, depression, stress, PTSD, and alcohol dependence; all tools were analysed using published guidelines. Interviews were analysed using rapid appraisal techniques, and themes regarding the drivers for psychological distress were explored. RESULTS: 134 respondents (113 nurses, 21 doctors) completed the online survey. Twenty-eight (21%) participants experienced moderate to severe symptoms of depression; 67 (50%) experienced moderate or severe symptoms of anxiety; 114 (85%) had scores indicative of moderate to high levels of stress; 46 out of 100 reported symptoms of PTSD. Compared to doctors, nurses experienced more severe symptoms of depression, anxiety, and PTSD, whereas doctors experienced higher levels of stress than nurses. Most (95%) participants had scores indicative of low risk of alcohol dependence. Twenty participants were followed up in interviews. Social stigmatism, physical and emotional safety, enforced role change and the absence of organisational support were perceived drivers for poor psychological well-being. CONCLUSION: Nurses and doctors working in ICU during the COVID-19 pandemic sustained psychological impacts, manifesting as stress, anxiety, and for some, symptoms of PTSD. Nurses were more vulnerable. Individual characteristics and professional inequalities in healthcare may be potential modifiable factors for policy makers seeking to mitigate risks for healthcare providers.


Assuntos
Alcoolismo , COVID-19 , Transtornos de Estresse Pós-Traumáticos , Humanos , Transtornos de Estresse Pós-Traumáticos/diagnóstico , COVID-19/epidemiologia , Depressão/diagnóstico , Pandemias , Prevalência , Alcoolismo/epidemiologia , Nepal/epidemiologia , Ansiedade/diagnóstico , Unidades de Terapia Intensiva
8.
BMC Psychol ; 12(1): 183, 2024 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-38566138

RESUMO

BACKGROUND: Anxiety disorders are among the main mental health problems worldwide and are considered one of the most disabling conditions. Therefore, it is essential to have measurement tools that can be used to screen for anxiety symptoms in the general population and thus identify potential cases of people with anxiety symptoms and provide them with timely care. Our aim was to evaluate the psychometric properties of the General Anxiety Disorder-7 scale (GAD-7) in the Peruvian population. METHOD: Our study was a cross-sectional study. The sample included people aged 12 to 65 years in Peru. Confirmatory factor analysis, analysis of measurement invariance, convergent validity with the Patient Health Questionnaire-9 (PHQ-9) and internal consistency analysis were performed. RESULTS: In total, 4431 participants were included. The one-factor model showed the best fit (CFI = 0.994; TLI = 0.991; RMSEA = 0.068; WRMR = 1.567). The GAD-7 score showed measurement invariance between men and women and between age groups (adults vs. adolescents) (ΔCFI < 0.01). The internal consistency of the one-factor model was satisfactory (ω = 0.90, α = 0.93). The relationship between depressive symptoms (PHQ-9) and anxiety symptoms (GAD-7) presented a moderate correlation (r = 0.77). CONCLUSIONS: Our study concluded that the GAD-7 score shows evidence of validity and reliability for the one-factor model. Furthermore, because the GAD-7 score is invariant, comparisons can be made between groups (i.e., by sex and age group). Finally, we recommend the use of the GAD-7 for the general population in the Peruvian context.


Assuntos
Transtornos de Ansiedade , Ansiedade , Questionário de Saúde do Paciente , Adulto , Masculino , Adolescente , Humanos , Feminino , Estudos Transversais , Peru , Psicometria , Reprodutibilidade dos Testes , Ansiedade/diagnóstico , Inquéritos e Questionários
9.
Gen Hosp Psychiatry ; 88: 68-74, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38569348

RESUMO

OBJECTIVE: Psychological distress persists amongst breast cancer survivors, so reliable assessment of symptoms is essential. The Patient Health Questionnaire Anxiety and Depression Scale (PHQ-ADS) is a composite measure of depression and anxiety and has been used to measure distress. This study aimed to evaluate the psychometric properties of the PHQ-ADS within breast cancer survivors. METHOD: Breast cancer survivors (N = 280) were recruited online and followed up at 12-months. Depression (PHQ-8) and anxiety (GAD-7) items formed the composite PHQ-ADS score. Additional measures included: distress thermometer (convergent validity), fear of cancer recurrence and COVID distress (discriminant validity), and self-compassion (predictive validity). Confirmatory factor analysis (CFA) using weighted least squares mean and variance adjusted estimation was undertaken. RESULTS: One, two, and bifactor models underlying the PHQ-ADS were evaluated. The bifactor model had the most appropriate model fit overall. Omega hierarchical for the general distress factor was 0.914, accounting for 82% of explained variance. This suggests the PHQ-ADS is sufficiently unidimensional to warrant use of a total composite score. The PHQ-ADS demonstrated strong convergent and moderate discriminant validity. Self-compassion was an independent predictor of distress at 12-months. CONCLUSIONS: The PHQ-ADS is a valid measure for psychological distress in breast cancer survivors prescribed hormone therapy.


Assuntos
Neoplasias da Mama , Sobreviventes de Câncer , Angústia Psicológica , Humanos , Feminino , Questionário de Saúde do Paciente , Depressão/diagnóstico , Depressão/psicologia , Psicometria , Reprodutibilidade dos Testes , Ansiedade/diagnóstico , Ansiedade/psicologia , Inquéritos e Questionários
10.
Autism Res ; 17(3): 610-625, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38450955

RESUMO

Youth diagnosed with autism spectrum disorder (ASD) and those with developmental coordination disorder (DCD) are at heightened risk for co-occurring mental health diagnoses, especially anxiety and attention-deficit/hyperactivity disorder (ADHD). However, caregiver-child agreement on presence of related symptoms in populations with neurodevelopmental conditions is not well understood. Here, we examine the extent to which 37 ASD, 26 DCD, and 40 typically developing children and their caregivers agree on the degree of the child's symptoms of anxiety and ADHD. All caregiver-child dyads completed the Screen for Child Anxiety Related Emotional Disorders and Conners 3 ADHD Index. Across groups, intraclass correlations indicated generally poor agreement on anxiety and ADHD symptomatology. Although youth generally reported greater internalizing symptoms (i.e., anxiety), caregivers tended to report more observable externalizing behaviors (i.e., ADHD). Together, the results of this study support the need for a multi-informant approach in assessments of anxiety and ADHD in youth with neurodevelopmental disorders.


Assuntos
Transtorno do Deficit de Atenção com Hiperatividade , Transtorno do Espectro Autista , Transtornos das Habilidades Motoras , Humanos , Adolescente , Transtorno do Espectro Autista/complicações , Transtorno do Espectro Autista/diagnóstico , Transtorno do Espectro Autista/psicologia , Cuidadores , Transtornos das Habilidades Motoras/diagnóstico , Transtornos de Ansiedade/psicologia , Ansiedade/complicações , Ansiedade/diagnóstico , Transtorno do Deficit de Atenção com Hiperatividade/complicações , Transtorno do Deficit de Atenção com Hiperatividade/diagnóstico , Transtorno do Deficit de Atenção com Hiperatividade/psicologia
11.
BMC Public Health ; 24(1): 902, 2024 Mar 27.
Artigo em Inglês | MEDLINE | ID: mdl-38539164

RESUMO

BACKGROUND: It has been suggested that cyberchondria leads to increased utilization of healthcare services. Unfortunately, not many studies have analyzed this effect comprehensively. The aim of this study was to analyze the relationship between cyberchondria severity and the utilization of healthcare services among adult Internet users after adjusting for sociodemographic characteristics and the health status of respondents. METHODS: The analysis detailed in this paper examined data from a computer-based, web-based interviewing survey performed among a representative sample of 1613 Polish Internet users. Cyberchondria severity was assessed with the Cyberchondria Severity Scale (CSS). The variables reflecting the use of healthcare services were based on the frequency of visits to family physicians and specialists, diagnostic procedures, hospital admissions, and emergency services, and finally being vaccinated against COVID-19. The effect of cyberchondria severity on the utilization of healthcare services and alternative medicine was adjusted for key sociodemographic variables, the presence of chronic diseases, disability, and unspecific symptoms. For variables reflecting the use of services, ordinal logistic regression and multivariable logistic regression models were developed. RESULTS: Cyberchondria severity was a significant predictor of the utilization of all but one of the analyzed healthcare services and alternative medicine. The odds of being in a higher category of the utilization of visits to family physicians and specialists, hospital admissions, emergency services and alternative medicine services increased by a factor of 1.01-1.02 for every unit increase of the cyberchondria score. The cyberchondria score was a negative predictor of COVID-19 vaccine uptake. The effect of cyberchondria on outcome variables was independent of the level of health anxiety, sociodemographic variables, and variables reflecting the health status of respondents. CONCLUSIONS: Cyberchondria leads to more intensive use of nearly all healthcare services, but in the case of vaccination against COVID-19, cyberchondria severity was a negative predictor. Cyberchondria's effect extends beyond health anxiety.


Assuntos
Vacinas contra COVID-19 , COVID-19 , Adulto , Humanos , Estudos Transversais , Polônia/epidemiologia , Ansiedade/diagnóstico , COVID-19/epidemiologia , Serviços de Saúde , Internet
12.
BMC Psychiatry ; 24(1): 241, 2024 Mar 29.
Artigo em Inglês | MEDLINE | ID: mdl-38553683

RESUMO

BACKGROUND: A temporal network of generalized anxiety disorder (GAD) symptoms could provide valuable understanding of the occurrence and maintenance of GAD. We aim to obtain an exploratory conceptualization of temporal GAD network and identify the central symptom. METHODS: A sample of participants (n = 115) with elevated GAD-7 scores (Generalized Anxiety Disorder 7-Item Questionnaire [GAD-7] ≥ 10) participated in an online daily diary study in which they reported their GAD symptoms based on DSM-5 diagnostic criteria (eight symptoms in total) for 50 consecutive days. We used a multilevel VAR model to obtain the temporal network. RESULTS: In temporal network, a lot of lagged relationships exist among GAD symptoms and these lagged relationships are all positive. All symptoms have autocorrelations and there are also some interesting feedback loops in temporal network. Sleep disturbance has the highest Out-strength centrality. CONCLUSIONS: This study indicates how GAD symptoms interact with each other and strengthen themselves over time, and particularly highlights the relationships between sleep disturbance and other GAD symptoms. Sleep disturbance may play an important role in the dynamic development and maintenance process of GAD. The present study may develop the knowledge of the theoretical model, diagnosis, prevention and intervention of GAD from a temporal symptoms network perspective.


Assuntos
Avaliação Momentânea Ecológica , Transtornos do Sono-Vigília , Humanos , Transtornos de Ansiedade/complicações , Transtornos de Ansiedade/diagnóstico , Transtornos de Ansiedade/epidemiologia , Ansiedade/diagnóstico , Inquéritos e Questionários , Transtornos do Sono-Vigília/complicações , Transtornos do Sono-Vigília/diagnóstico , Sono
13.
J Prim Care Community Health ; 15: 21501319241235588, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38546161

RESUMO

University students are experiencing a mental health crisis. COVID-19 has exacerbated this situation. We have surveyed students in 2 universities in Lebanon to gauge their mental health challenges. We have constructed a machine learning (ML) approach to predict symptoms of depression, anxiety, and stress based on demographics and self-rated health measures. Our approach involved developing 8 ML predictive models, including Logistic Regression (LR), multi-layer perceptron (MLP) neural network, support vector machine (SVM), random forest (RF) and XGBoost, AdaBoost, Naïve Bayes (NB), and K-Nearest neighbors (KNN). Following their construction, we compared their respective performances. Our evaluation shows that RF (AUC = 78.27%), NB (AUC = 76.37%), and AdaBoost (AUC = 72.96%) have provided the highest-performing AUC scores for depression, anxiety, and stress, respectively. Self-rated health is found to be the top feature in predicting depression, while age was the top feature in predicting anxiety and stress, followed by self-rated health. Future work will focus on using data augmentation approaches and extending to multi-class anxiety predictions.


Assuntos
COVID-19 , Depressão , Humanos , Teorema de Bayes , Depressão/diagnóstico , Depressão/epidemiologia , Universidades , Ansiedade/diagnóstico , Ansiedade/epidemiologia , Aprendizado de Máquina , Estudantes
14.
BMC Geriatr ; 24(1): 298, 2024 Mar 28.
Artigo em Inglês | MEDLINE | ID: mdl-38549058

RESUMO

BACKGROUND: Anxiety is one of the most common but often overlooked mood-related nonmotor symptoms in people with Parkinson's disease (PD). To improve the well-being of people with PD, it is important to understand the impact of anxiety in PD, especially its association with depressive and motor symptoms and its impact on health-related quality of life (HRQoL). METHODS: 91 people with PD were assessed between June 2017 and June 2018. Anxiety was measured using the Geriatric Anxiety Scale (GAS) and its cognitive, somatic, and affective subscales. HRQoL was assessed using the Parkinson's Disease Questionnaire 39 (PDQ-39). Moreover, sociodemographic information, depressive symptoms, cognition, motor and nonmotor symptoms were assessed. Descriptive statistics, regression analyses, and path analyses were performed to understand predictors of anxiety and its influence on HRQoL. RESULTS: Of the 91 people with PD, 35 (38.5%) experienced anxiety. Anxiety symptoms in these individuals primarily manifest as somatic sensations. Anxiety, motor, and depressive symptoms are interlinked but contribute individually to HRQoL. Beyond motor symptoms, cognitive and affective aspects of anxiety impact HRQoL. While anxiety and depression overlap, the somatic and cognitive aspects of anxiety play a significant role in determining HRQoL in addition to depressive symptoms. CONCLUSION: Our study used the GAS and its three subscales to shed light on the connections between anxiety, depression, and motor impairment in people with PD. Although anxiety is linked to depression and motor symptoms, it independently affects the HRQoL of people with PD. Thus, it is crucial to adopt a comprehensive diagnostic approach that detects and considers the impact of anxiety on HRQoL in PD.


Assuntos
Doença de Parkinson , Qualidade de Vida , Humanos , Idoso , Qualidade de Vida/psicologia , Doença de Parkinson/complicações , Doença de Parkinson/diagnóstico , Doença de Parkinson/epidemiologia , Estudos Transversais , Depressão/diagnóstico , Depressão/epidemiologia , Depressão/psicologia , Ansiedade/diagnóstico , Ansiedade/psicologia , Inquéritos e Questionários
15.
Psychooncology ; 33(4): e6334, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38549216

RESUMO

OBJECTIVE: (i) To systematically identify constructs and outcome measures used to assess the emotional and mood impact of false positive breast screening test results; (ii) to appraise the reporting clarity and rationale for selecting constructs and outcome measures. METHODS: Databases (MEDLINE, CINAHL, PsycINFO) were systematically searched from 1970. Studies using standardised and non-standardised outcome measures to evaluate the emotion or mood impact of false positive breast screening test results were eligible. A 15-item coding scheme was devised to appraise articles on clarity and rationale for selected constructs and measures. RESULTS: Forty-seven articles were identified. The most investigated constructs were general anxiety and depression and disease-specific anxiety and worry. Twenty-two standardised general outcome questionnaire measures and three standardised disease-specific outcome questionnaire measures were identified. Twenty articles used non-standardised scales/items. Reporting of constructs and outcome measures was generally clear, but rationales for their selection were lacking. Anxiety was typically justified, but justification for depression was almost always absent. Practical and psychometric justification for selecting outcome measures was lacking, and theoretical rationale was absent. CONCLUSIONS: Heterogeneity in constructs and measures, coupled with unclear rationale for these, impedes a thorough understanding of why there are emotional effects of false positive screening test results. This may explain the repeated practice of investigating less relevant outcomes such as depression. There is need to develop a consensual conceptual model of and standardised approach to measuring emotional impact from cancer screening test results, to address heterogeneity and other known issues of interpreting an inconsistent evidence base.


Assuntos
Ansiedade , Emoções , Humanos , Ansiedade/diagnóstico , Afeto , Transtornos de Ansiedade , Inquéritos e Questionários
16.
BMC Psychol ; 12(1): 156, 2024 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-38491549

RESUMO

INTRODUCTION: It is common for people to experience anxiety when contemplating their unknown future. Studies have shown that those who tend to worry more about their future are more likely to be intolerant of uncertainty. In order to study the way people from the Middle East tackle uncertainty, a valid and reliable scale is needed. In this context, the present study aimed to examine the psychometric properties of the Arabic version of the 12-item Intolerance of Uncertainty Scale (IUS-12) in a community sample of native Arabic-speaking participants from Lebanon, Egypt, and Kuwait. METHODS: A sample of 2038 university students answered the survey, with a mean age of 22.30 ± 4.15 years and 77.5% females. A Google Form link was dissipated among participants that included some demographic questions, the IUS-12 and the Depression, Anxiety and Stress Scale (DASS-8). RESULTS: Following the confirmatory factor analysis (CFA), a bi-dimensional model of the Arabic version of the IUS-12 was found. The scale showed an excellent internal reliability for the prospective anxiety (ω = 0.85 / α = 0.85) and inhibitory anxiety (ω = 0.87 / α = 0.87). Additionally, the results illustrated configural, metric, and scalar invariance across genders and countries. Furthermore, Egypt and Lebanon were seen to have statistically significant higher levels of inhibitory anxiety compared to Kuwait, while only Egypt showed statistically significant higher prospective anxiety compared to Kuwait. Finally, higher psychological distress was significantly and positively associated with higher prospective and inhibitory anxiety. CONCLUSION: The results of this study provide support for the psychometric reliability and validity of the Arabic version of the IUS-12, allowing for its generalizability and suitability for use among individuals from different Arabic-speaking nations.


Assuntos
Ansiedade , Humanos , Masculino , Feminino , Adolescente , Adulto Jovem , Adulto , Psicometria , Incerteza , Reprodutibilidade dos Testes , Estudos Prospectivos , Ansiedade/diagnóstico , Ansiedade/psicologia , Inquéritos e Questionários
17.
J Affect Disord ; 354: 673-678, 2024 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-38508454

RESUMO

This paper attempts to provide a characterisation of it from a first-person perspective of dysphoria, answering the question 'how it feels like to be dysphoric?'. Starting with a definition of emotions as embodied phenomena that provide the person with a felt motivation to move, a rich characterisation of dysphoria is provided centred on the coenesthetic and kinesthetic feelings inherent to this emotion. To fulfil this task, a selected choice of literary, poetic, theatrical and philosophical texts is used to compensate for the quasi-ineffability of the contrasting feelings inherent to dysphoria. Current definitions of dysphoria only highlight the 'negative' side of dysphoria, including irritability, discontent, surrender and interpersonal resentment. A more accurate characterisation necessitates the recognition of the 'positive' side of dysphoria and the ambiguities and contradictions inherent in this emotion. Dysphoric persons feel burdened by a weight that prevents them from moving and simultaneously incites movement. The inertia that accompanies dysphoria is inextricably tied in with a vital urge, however disordered and purposeless. Dysphoria is experienced both as a deadly stagnation and as a chaotic, wild impulse that brings with it an inane aspiration to explore the darkest parts of one's self in search of a glimmer of meaning and authenticity. This characterisation of dysphoria can help to differentiate it from other emotions such as sadness, anger, anxiety and anguish, and thus to identify it more precisely within the spectrum of mood disorders.


Assuntos
Transtorno Depressivo Maior , Emoções , Humanos , Afeto , Ansiedade/diagnóstico , Humor Irritável , Filosofia
18.
J Psychosom Res ; 179: 111635, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38432061

RESUMO

OBJECTIVE: To apply Sankey plots and exponential bar plots for visualizing the evolution of anxiety/depressive symptoms and poor sleep in previously hospitalized COVID-19 survivors. METHODS: A sample of 1266 subjects who were hospitalized due to a SARS-CoV-2 from March-May 2020 were assessed at 8.4 (T1), 13.2 (T2) and 18.3 (T3) months after hospitalization. The Hospital Anxiety and Depression Scale was used to determine anxiety (HADS-A) and depressive (HADS-D) symptoms. The Pittsburgh Sleep Quality Index (PSQI) evaluated sleep quality. Clinical features, onset symptoms and hospital data were collected from medical records. RESULTS: Sankey plots revealed that the prevalence of anxiety symptomatology (HADS-A ≥ 8 points) was 22.5% (n = 285) at T1, 17.6% (n = 223) at T2, and 7.9% (n = 100) at T3, whereas the prevalence of depressive symptoms (HADS-D ≥ 8 points) was 14.6% (n = 185) at T1, 10.9% (n = 138) at T2, and 6.1% (n = 78) at T3. Finally, the prevalence of poor sleep (PSQI≥8 points) decreased from 32.8% (n = 415) at T1, to 28.8% (n = 365) at T2, and to 24.8% (n = 314) at T3. The recovery curves show a decrease trend visualizing that these symptoms recovered the following years after discharge. The regression models did not reveal medical records associated with anxiety/depressive symptoms or poor sleep. CONCLUSION: The use of Sankey plots shows a fluctuating evolution of anxiety/depressive symptoms and poor sleep during the first years after the infection. In addition, exponential bar plots revealed a decrease prevalence of these symptoms during the first years after hospital discharge. No risk factors were identified in this cohort.


Assuntos
COVID-19 , Distúrbios do Início e da Manutenção do Sono , Humanos , Depressão/epidemiologia , Depressão/diagnóstico , COVID-19/epidemiologia , Qualidade do Sono , Síndrome Pós-COVID-19 Aguda , SARS-CoV-2 , Ansiedade/epidemiologia , Ansiedade/diagnóstico , Distúrbios do Início e da Manutenção do Sono/epidemiologia
19.
J Affect Disord ; 354: 368-375, 2024 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-38479506

RESUMO

BACKGROUND: Little is known about the effectiveness of psychological interventions among older adults with subthreshold depression in the community. This systematic review and meta-analysis aimed to examine the effectiveness of psychological interventions on depressive symptoms, anxiety symptoms and quality of life. METHODS: We searched five databases from inception to 20th September 2022 and included RCTs that evaluated the effectiveness of psychological interventions among older adults with subthreshold depression in the community. Standardized mean difference (SMD) and 95 % confidence intervals (CI) were used to calculate the effect sizes of treatment outcomes in the meta-analysis, using RevMan 5.4.1 and Stata 16.0. RESULTS: This meta-analysis included thirteen RCT studies involving 2079 participants. Psychological interventions could significantly reduce depressive symptoms (post-intervention time: SMD = -0.58, 95 % CI = -0.76 to -0.40; follow-up time: SMD = -0.31, 95 % CI = -0.41 to -0.22) and anxiety symptoms (post-intervention time: SMD = -0.33, 95 % CI = -0.49 to -0.17; follow-up time: SMD = -0.24, 95 % CI = -0.36 to -0.12) and improve quality of life (post-intervention time: SMD = 0.30, 95 % CI = 0.05 to 0.55; follow-up time: SMD = 0.15, 95 % CI = 0.01 to 0.28). CONCLUSION: Evidence suggests that psychological interventions could significantly reduce depressive symptoms and anxiety symptoms, and improve quality of life among community-dwelling older adults with subthreshold depression.


Assuntos
Depressão , Intervenção Psicossocial , Humanos , Idoso , Depressão/terapia , Depressão/diagnóstico , Qualidade de Vida , Vida Independente , Ansiedade/terapia , Ansiedade/diagnóstico
20.
J Affect Disord ; 354: 408-415, 2024 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-38479513

RESUMO

BACKGROUND: Depression and anxiety may be significant prognostic factors after myocardial infarction (MI). Thus, we investigated depression and anxiety prevalence among older MI survivors and their impact on mortality, stroke, and recurrent MI. METHODS: This population-based cohort study used the Korean National Health Insurance Service database for data concerning individuals aged 66 years who participated in the National Screening Program from 2009 to 2016. Overall, 11,721 individuals with MI history and 58,605 age- and sex-matched controls were included and followed up until 2019. The presence of depression and anxiety was assessed 2 years before and after participation in the program. Mortality and major adverse outcomes, defined as a composite outcome comprising mortality, stroke, and recurrent MI, were analyzed. RESULTS: Depression and anxiety prevalence among MI survivors was 20.4 % and 30.3 %, respectively. Crude odds ratios for depression and anxiety, compared with the control group, were 1.207 (1.148-1.269) and 1.078 (1.032-1.126), respectively. During the follow-up, individuals with depression, anxiety, or both showed increased hazard ratios (HRs) for mortality and major adverse outcomes; after adjustments, their HRs were 1.442 (1.182-1.759), 1.129 (0.960-1.328), and 1.498 (1.263-1.776), respectively, for mortality and 1.505 (1.289-1.758), 1.158 (1.021-1.314), and 1.530 (1.337-1.751), respectively, for major adverse outcomes. LIMITATIONS: Although this was a nationwide cohort study, the MI, depression, and anxiety diagnoses were based on diagnostic codes. CONCLUSIONS: Higher depression and anxiety prevalence was observed among older MI survivors. Depression and anxiety occurrence correlated with increased adverse clinical outcomes after adjustments.


Assuntos
Infarto do Miocárdio , Acidente Vascular Cerebral , Humanos , Estudos de Coortes , Depressão/epidemiologia , Depressão/diagnóstico , Prevalência , Infarto do Miocárdio/epidemiologia , Ansiedade/epidemiologia , Ansiedade/diagnóstico , Sobreviventes , Fatores de Risco
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