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1.
PLoS One ; 19(7): e0305192, 2024.
Article in English | MEDLINE | ID: mdl-38959205

ABSTRACT

Psychological distress is an important and frequent health problem. The Brief Symptom Inventory (BSI) allows screening for psychological distress in clinical, general and research populations. We aimed to provide normative data for the BSI and the BSI-18 for the Swiss general population: We 1) present psychometric properties, 2) develop a Swiss T-standardization and validate it using a clinical sample, 3) describe psychological distress in the Swiss general population and the clinical sample, and 4) compare the means and T-standardized scores of the Swiss general population to different German norm populations. Using a cross-sectional study design, we invited a representative sample of the Swiss general population aged 18-75 years to the study. A sample of psychotherapy outpatients had competed the BSI before start of their therapy. We calculated scores for the nine scales of the BSI (three of them constitute the BSI-18), the T-standardization and the following BSI indices: Global Severity Index (GSI), Positive Symptom Total (PST), Positive Symptom Distress Index (PSDI), and Caseness (reaching T≥63 on the GSI or T≥63 on at least two of the scales). A total of 1238 general population participants completed the BSI (41.8% male; mean age 48.9 years). The BSI had good psychometric properties. The Swiss T-standardization showed good validity when applied in the clinical sample. Females reached a significantly higher GSI score than males (p<0.001). Older participants (p = 0.026), those with higher education (p <0.001), and those employed or retired (p<0.001) reached lower scores than participants aged 18-25 years, those with compulsory schooling, and unemployed participants, respectively. A total of 18.1% (CI: 16.0-20.5) participants of the general population and 75.2% (CI: 73.7-76.7) of the psychotherapy patients were considered cases with psychological distress. Our study presents detailed normative data for the BSI and the BSI-18 based on a representative sample of the Swiss general population. This information will be helpful for clinical applications and research in the Swiss and international context.


Subject(s)
Psychological Distress , Psychometrics , Humans , Middle Aged , Adult , Male , Female , Switzerland/epidemiology , Aged , Adolescent , Psychometrics/methods , Cross-Sectional Studies , Young Adult , Stress, Psychological/diagnosis , Surveys and Questionnaires
2.
PLoS One ; 19(7): e0305864, 2024.
Article in English | MEDLINE | ID: mdl-38959272

ABSTRACT

This research aims to establish a practical stress detection framework by integrating physiological indicators and deep learning techniques. Utilizing a virtual reality (VR) interview paradigm mirroring real-world scenarios, our focus is on classifying stress states through accessible single-channel electroencephalogram (EEG) and galvanic skin response (GSR) data. Thirty participants underwent stress-inducing VR interviews, with biosignals recorded for deep learning models. Five convolutional neural network (CNN) architectures and one Vision Transformer model, including a multiple-column structure combining EEG and GSR features, showed heightened predictive capabilities and an enhanced area under the receiver operating characteristic curve (AUROC) in stress prediction compared to single-column models. Our experimental protocol effectively elicited stress responses, observed through fluctuations in stress visual analogue scale (VAS), EEG, and GSR metrics. In the single-column architecture, ResNet-152 excelled with a GSR AUROC of 0.944 (±0.027), while the Vision Transformer performed well in EEG, achieving peak AUROC values of 0.886 (±0.069) respectively. Notably, the multiple-column structure, based on ResNet-50, achieved the highest AUROC value of 0.954 (±0.018) in stress classification. Through VR-based simulated interviews, our study induced social stress responses, leading to significant modifications in GSR and EEG measurements. Deep learning models precisely classified stress levels, with the multiple-column strategy demonstrating superiority. Additionally, discreetly placing single-channel EEG measurements behind the ear enhances the convenience and accuracy of stress detection in everyday situations.


Subject(s)
Deep Learning , Electroencephalography , Galvanic Skin Response , Stress, Psychological , Virtual Reality , Humans , Electroencephalography/methods , Female , Male , Adult , Stress, Psychological/physiopathology , Stress, Psychological/diagnosis , Galvanic Skin Response/physiology , Young Adult , ROC Curve , Neural Networks, Computer
3.
Sensors (Basel) ; 24(13)2024 Jun 27.
Article in English | MEDLINE | ID: mdl-39000946

ABSTRACT

Personal identification systems based on electroencephalographic (EEG) signals have their own strengths and limitations. The stability of EEG signals strongly affects such systems. The human emotional state is one of the important factors that affects EEG signals' stability. Stress is a major emotional state that affects individuals' capability to perform day-to-day tasks. The main objective of this work is to study the effect of mental and emotional stress on such systems. Two experiments have been performed. In the first, we used hand-crafted features (time domain, frequency domain, and non-linear features), followed by a machine learning classifier. In the second, raw EEG signals were used as an input for the deep learning approaches. Different types of mental and emotional stress have been examined using two datasets, SAM 40 and DEAP. The proposed experiments proved that performing enrollment in a relaxed or calm state and identification in a stressed state have a negative effect on the identification system's performance. The best achieved accuracy for the DEAP dataset was 99.67% in the calm state and 96.67% in the stressed state. For the SAM 40 dataset, the best accuracy was 99.67%, 93.33%, 92.5%, and 91.67% for the relaxed state and stress caused by identifying mirror images, the Stroop color-word test, and solving arithmetic operations, respectively.


Subject(s)
Electroencephalography , Stress, Psychological , Humans , Electroencephalography/methods , Stress, Psychological/physiopathology , Stress, Psychological/diagnosis , Male , Signal Processing, Computer-Assisted , Adult , Female , Emotions/physiology , Machine Learning , Young Adult , Deep Learning
4.
Eur J Oncol Nurs ; 71: 102658, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39003844

ABSTRACT

PURPOSE: This study aims to investigate the associations between patient characteristics, psychological distress, and coping in the diagnostic phase of prostate cancer. METHODS: A cross-sectional multicentre study was conducted from 2017 to 2019. A total of 250 patients were recruited from three hospitals in western Norway. The patients completed a questionnaire while awaiting their prostate biopsy. Patient characteristics were collected, and the Hospital Anxiety and Depression Scale and the Revised Ways of Coping Checklist were used to measure psychological distress and evaluate coping strategies and primary appraisal, respectively. RESULTS: Approximately 15% and 5% of the patients experienced symptoms of anxiety and depression, respectively. Younger age and poorer self-reported health were associated with higher anxiety levels. Anxiety was associated with all five coping strategies but showed the strongest correlation with wishful thinking. The patients who appraised their situation as a threat experienced more symptoms of both anxiety and depression and used more wishful thinking and avoidance than did the patients who appraised their situation as a challenge or benign. CONCLUSION: A subgroup of patients experiences psychological distress during diagnostic evaluation of prostate cancer. Age, self-reported health, and primary appraisal may contribute to the development of psychological distress. Identification of patient characteristics associated with higher levels of psychological distress may guide nurses in implementing early interventions aimed at supporting beneficial coping and enhancing well-being.


Subject(s)
Adaptation, Psychological , Prostatic Neoplasms , Psychological Distress , Humans , Male , Cross-Sectional Studies , Prostatic Neoplasms/psychology , Prostatic Neoplasms/diagnosis , Aged , Middle Aged , Norway , Surveys and Questionnaires , Anxiety/epidemiology , Anxiety/diagnosis , Depression/diagnosis , Depression/epidemiology , Stress, Psychological/diagnosis , Aged, 80 and over
5.
Acta Oncol ; 63: 592-599, 2024 Jul 22.
Article in English | MEDLINE | ID: mdl-39037078

ABSTRACT

BACKGROUND AND PURPOSE: Parenting concerns can be a major source of distress for patients with cancer who are parents of dependent children; however, these are often not addressed in health care. The Parenting Concerns Questionnaire (PCQ) is an instrument designed to assess parents' worries about the impact of cancer on their children and their ability to parent during this time. The Swedish version of the PCQ has, however, not been evaluated. This study therefore aimed to examine the psychometric properties of the PCQ in a sample of Swedish parents with cancer. MATERIAL AND METHODS: A sample of 336 patients with cancer having dependent children (≤18 years) were included in a cross-sectional web-based survey. Participants completed questionnaires assessing parenting concerns, depression, anxiety, and stress symptoms (DASS); self-efficacy, family functioning (FAD-GF); and sociodemographic and clinical characteristics. Descriptive analyses, as well as reliability and validity analyses, were conducted followed by a confirmatory factor analysis of the factor structure proposed by the authors of the original version of the PCQ. RESULTS: The majority were mothers (94.9%) with breast cancer (66.4%) aged 40-50 years (59.5%). The results showed evidence for convergent, criterion, and known group's validity, but the original three-factor structure of the PCQ was not fully supported by confirmatory factor analysis. INTERPRETATION: Evaluating parenting concerns may be an important step towards identifying patients who could benefit from targeted psychosocial interventions. However, the PCQ may require some further refinement to fully capture the breadth of parenting concerns in parents with cancer in different settings.


Subject(s)
Neoplasms , Parenting , Parents , Psychometrics , Humans , Psychometrics/methods , Female , Sweden , Male , Adult , Middle Aged , Parenting/psychology , Surveys and Questionnaires , Cross-Sectional Studies , Neoplasms/psychology , Parents/psychology , Reproducibility of Results , Child , Adolescent , Anxiety/psychology , Anxiety/etiology , Anxiety/diagnosis , Stress, Psychological/psychology , Stress, Psychological/etiology , Stress, Psychological/diagnosis , Young Adult , Child, Preschool , Depression/psychology , Depression/etiology
6.
BMC Public Health ; 24(1): 1660, 2024 Jun 21.
Article in English | MEDLINE | ID: mdl-38907219

ABSTRACT

BACKGROUND: Comprehensive data has shown that adolescents often suffer from depression, anxiety, and low self-esteem, and are in a particularly fragile stage of psychological, physiological, and social development. Left-behind children in particular tend to have significantly higher, state anxiety and depression compared to non-left-behind children. The Depression, Anxiety, and Stress Scale (DASS-21) is an effective tool for evaluating depression, anxiety, and stress, and is used to measure levels of depression, anxiety, and stress in groups from a variety of backgrounds. The purpose of this study was to determine the effectiveness, reliability, and measurement invariance of the DASS-21 in Chinese left-behind children. METHOD: The test and re-test method was used (N = 676), and the exploratory structural equation model (Mplus v.8.3) used to verify basic measurement models. For measurement invariance, the configural, weak, strong, and strict models were tested. The reliability of the DASS-21 was also tested using the collected data. RESULTS: Analysis results showed that the DASS-21 had a stable three-factor structure in the sample of left-behind children in China. The measurement invariance test showed that gender and time not only had strong invariance, but also strict invariance. The results of cross left and non-left invariance indicated a lack of strict invariance. Finally, the McDonald's omega coefficient of the DASS-21 total scale was 0.864, and the internal consistency of each subscale was also good. CONCLUSIONS: The DASS-21 is shown to be an effective and reliable tool for measuring depression, anxiety and stress in Chinese left-behind children.


Subject(s)
Anxiety , Depression , Family Separation , Stress, Psychological , Adolescent , Child , Female , Humans , Male , Anxiety/diagnosis , China , Depression/diagnosis , Depression/psychology , East Asian People , Factor Analysis, Statistical , Latent Class Analysis , Psychiatric Status Rating Scales/standards , Psychometrics , Reproducibility of Results , Stress, Psychological/diagnosis , Transients and Migrants/psychology , Transients and Migrants/statistics & numerical data
7.
Drug Alcohol Depend ; 261: 111353, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-38917718

ABSTRACT

BACKGROUND: Digital health interventions offer opportunities to expand access to substance use disorder (SUD) treatment, collect objective real-time data, and deliver just-in-time interventions: however implementation has been limited. RAE (Realize, Analyze, Engage) Health is a digital tool which uses continuous physiologic data to detect high risk behavioral states (stress and craving) during SUD recovery. METHODS: This was an observational study to evaluate the digital stress and craving detection during outpatient SUD treatment. Participants were asked to use the RAE Health app, wear a commercial-grade wrist sensor over a 30-day period. They were asked to self-report stress and craving, at which time were offered brief in-app de-escalation tools. Supervised machine learning algorithms were applied retrospectively to wearable sensor data obtained to develop group-based digital biomarkers for stress and craving. Engagement was assessed by number of days of utilization, and number of hours in a given day of connection. RESULTS: Sixty percent of participants (N=30) completed the 30-day protocol. The model detected stress and craving correctly 76 % and 69 % of the time, respectively, but with false positive rates of 33 % and 28 % respectively. All models performed close to previously validated models from a research grade sensor. Participants used the app for a mean of 14.2 days (SD 10.1) and 11.7 h per day (SD 8.2). Anxiety disorders were associated with higher mean hours per day connected, and return to drug use events were associated with lower mean hours per day connected. CONCLUSIONS: Future work should explore the effect of similar digital health systems on treatment outcomes and the optimal dose of digital interventions needed to make a clinically significant impact.


Subject(s)
Craving , Stress, Psychological , Substance-Related Disorders , Adult , Female , Humans , Male , Middle Aged , Young Adult , Craving/physiology , Mobile Applications , Stress, Psychological/diagnosis , Substance-Related Disorders/therapy , Wearable Electronic Devices
8.
Stress ; 27(1): 2327333, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38711299

ABSTRACT

Although dysregulated stress biology is becoming increasingly recognized as a key driver of lifelong disparities in chronic disease, we presently have no validated biomarkers of toxic stress physiology; no biological, behavioral, or cognitive treatments specifically focused on normalizing toxic stress processes; and no agreed-upon guidelines for treating stress in the clinic or evaluating the efficacy of interventions that seek to reduce toxic stress and improve human functioning. We address these critical issues by (a) systematically describing key systems and mechanisms that are dysregulated by stress; (b) summarizing indicators, biomarkers, and instruments for assessing stress response systems; and (c) highlighting therapeutic approaches that can be used to normalize stress-related biopsychosocial functioning. We also present a novel multidisciplinary Stress Phenotyping Framework that can bring stress researchers and clinicians one step closer to realizing the goal of using precision medicine-based approaches to prevent and treat stress-associated health problems.


Subject(s)
Phenotype , Stress, Physiological , Stress, Psychological , Humans , Biomarkers , Precision Medicine/methods , Stress, Physiological/drug effects , Stress, Psychological/diagnosis , Stress, Psychological/drug therapy , Stress, Psychological/physiopathology , Stress, Psychological/prevention & control
9.
BMC Geriatr ; 24(1): 409, 2024 May 08.
Article in English | MEDLINE | ID: mdl-38720258

ABSTRACT

BACKGROUND: This study aims to (1) determine the reliability and validity of the interRAI Chinese Self-reported Carer Needs (SCaN) assessment among informal Chinese caregivers of older adults, (2) identify predictors of caregiving distress in Asian regions with long-standing Confucian values of filial piety and family responsibility. METHODS: This cross-sectional study recruited 531 informal Chinese caregivers of older adults in Hong Kong, Shanghai, Taiwan, and Singapore. The scale reliability was examined using Cronbach's alphas (α) and McDonald's omega coefficient (ω). The concurrent validity and discriminant validity were assessed using Spearman rank correlations (rho). To examine the predictors of caregiving distress among informal caregivers of older adults, we employed hierarchical linear regression analyses informed by the Model of Carer Stress and Burden and categorized the predictors into six domains. RESULTS: Results revealed good internal consistency reliability (α = 0.83-0.96) and concurrent validity (rho = 0.45-0.74) of the interRAI Chinese SCaN assessment. Hierarchical linear regression analysis revealed that entering the background factors, primary stressors, secondary stressors, appraisal, and exacerbating factors all significantly enhanced the model's predictability, indicating that the source of caregiving distress is multidimensional. In the full model, caregivers with longer informal care time, lack of support from family and friends, have unmet needs, experience role overload, have sleep problems, and low IADL functioning are at a higher risk of caregiving distress. CONCLUSIONS: The interRAI Chinese SCaN Assessment was found to be a reliable and valid tool among the Chinese informal caregivers of older adults. It would be useful for determining family caregivers' strengths, needs, and challenges, and tailoring interventions that address the potentially modifiable factors associated with caregiving distress and maximize support. Healthcare providers working in home and community settings should be aware of the early identification of caregiving distress and routine assessment of their needs and empower them to continue taking care of their needs and providing adequate care to the care recipient.


Subject(s)
Caregivers , Needs Assessment , Self Report , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Caregivers/psychology , China/epidemiology , Cross-Sectional Studies , East Asian People , Reproducibility of Results , Stress, Psychological/psychology , Stress, Psychological/diagnosis , Stress, Psychological/epidemiology , Taiwan/epidemiology , Hong Kong/epidemiology , Singapore/epidemiology
10.
BMC Cardiovasc Disord ; 24(1): 235, 2024 May 03.
Article in English | MEDLINE | ID: mdl-38702627

ABSTRACT

BACKGROUND: Spontaneous coronary artery dissection (SCAD) is an underdiagnosed cause of acute coronary syndrome, particularly in younger women. Due to limited information about SCAD, case reports and case series can provide valuable insights into its features and management. This study aimed to comprehensively evaluate the features of SCAD patients who experienced psychophysical stress before the SCAD event. METHODS: We conducted an electronic search of PubMed, Scopus, and Web of Science from inception until January 7, 2023. We included case reports or series that described patients with SCAD who had experienced psychophysical stress before SCAD. Patients with pregnancy-associated SCAD were excluded from our analysis. RESULTS: In total, we included 93 case reports or series describing 105 patients with SCAD. The average patient age was 44.29 ± 13.05 years and a total of 44 (41.9%) of patients were male. Among the included SCAD patients the most prevalent comorbidities were fibromuscular dysplasia (FMD) and hypertension with the prevalence of 36.4 and 21.9%, respectively. Preceding physical stress was more frequently reported in men than in women; 38 out of 44 (86.4%) men reported physical stress, while 36 out of 61 (59.1%) females reported physical stress (p value = 0.009). On the other hand, the opposite was true for emotional stress (men: 6 (13.6%)), women: 29 (47.6%), p value < 0.001). Coronary angiography was the main diagnostic tool. The most frequently involved artery was the left anterior descending (LAD) (62.9%). In our study, recurrence of SCAD due to either the progression of a previous lesion or new SCAD in another coronary location occurred more frequently in those treated conservatively, however the observed difference was not statistically significant (p value = 0.138). CONCLUSION: While physical stress seems to precede SCAD in most cases, emotional stress is implicated in females more than males.


Subject(s)
Coronary Vessel Anomalies , Stress, Psychological , Vascular Diseases , Adult , Female , Humans , Male , Middle Aged , Case Reports as Topic , Comorbidity , Coronary Vessel Anomalies/epidemiology , Coronary Vessel Anomalies/diagnostic imaging , Coronary Vessel Anomalies/complications , Prevalence , Prognosis , Risk Assessment , Risk Factors , Sex Factors , Stress, Psychological/epidemiology , Stress, Psychological/diagnosis , Vascular Diseases/congenital , Vascular Diseases/epidemiology , Vascular Diseases/diagnostic imaging , Vascular Diseases/psychology , Vascular Diseases/physiopathology , Vascular Diseases/diagnosis
11.
Child Care Health Dev ; 50(3): e13270, 2024 May.
Article in English | MEDLINE | ID: mdl-38706405

ABSTRACT

INTRODUCTION: Chronic physical disease (CPD) makes life filled with many negative events in adolescents, but not all adolescents experiencing negative life events proceed to develop emotional distress, only those with low emotional distress tolerance (EDT). A valid and reliable scale to measure EDT in CPD adolescents is important for caring for their emotional distress. Therefore, the purpose of this study is to translate the 15-item English version Distress Tolerance Scale (DTS) into a Chinese version and then validate the scale for measuring EDT of adolescents with CPD. METHODS: The 15-item English version DTS was translated into a Chinese version using the translation guidelines for cross-cultural research. Two cohorts of adolescents with CPD were recruited from four hospitals in southern Taiwan, with the first cohort including 124 adolescents with CPD employed to conduct exploratory factor analysis, corrected item-total correlation and reliability testing, while the second cohort, consisting of 238 adolescents with CPD, was utilized to examine confirmatory factor analysis and concurrent validity. RESULTS: The two-factor nine-item Chinese version DTS for Adolescents with CPD (C-DTS-A) was developed. Lower scores of the C-DTS-A were significantly associated with higher diabetes distress, poorer self-management, and worse glycaemic control; their correlation coefficients sequentially were -.40, .17 and -.23. Cronbach's α and the test-retest reliability of the two-factor C-DTS-A ranged from .81 to .87 and from .79 to .89, respectively. CONCLUSION: The two-factor nine-item C-DTS-A with good cross-cultural translation quality was a reliable and valid scale to assess EDT for adolescents with CPD.


Subject(s)
Cross-Cultural Comparison , Psychological Distress , Psychometrics , Translations , Humans , Adolescent , Female , Male , Reproducibility of Results , Chronic Disease , Taiwan , Surveys and Questionnaires/standards , Stress, Psychological/diagnosis , Factor Analysis, Statistical , Translating
12.
PeerJ ; 12: e17373, 2024.
Article in English | MEDLINE | ID: mdl-38708348

ABSTRACT

Background: Chronic time pressure represents a prevalent concern within modern society, and effective measurement is crucial for research advancement. The Chronic Time Pressure Inventory (CTPI) has thus far demonstrated adequate psychometric properties. However, only two studies have examined the measure and evidence of its validity is limited. Accordingly, the current investigation, via two independent studies, assessed the factorial composition and validity (convergent/discriminant) of the CTPI. Methods: Study 1 (N = 398) examined competing factorial models and validity in relation to the Big Five personality traits (Extraversion, Agreeableness, Conscientiousness, Neuroticism, Openness). Study 2 (N = 358) replicated the analysis of factor structure and assessed validity in comparison with five time perspectives (Past Negative, Present Fatalistic, Future, Past Positive, Present Hedonistic). Participants across both studies completed standardized self-report measures capturing the variables. Results: Comparison of confirmatory factor analysis (CFA) and exploratory structural equation modelling (ESEM) factor solutions indicated that an ESEM bifactor model provided the strongest data-model fit. This included a general chronic time pressure component alongside specific subfactors of Feeling Harried and Cognitive Awareness of Time Shortage. All scale items reflected the general factor; however, some items loaded weakly on the intended specific factor. The CTPI is thus a robust indicator of chronic time pressure but needs refinement as a measure of the specific factors. Convergent/discriminant validity analyses inferred that the CTPI captured chronic time pressure as a related, but distinct, construct to perceived stress, and evidenced a relationship with theoretically associated constructs (Big Five personality traits and time perspective). Overall, the CTPI is a sound measure of chronic time pressure and has the potential to further cohesive research efforts on the contribution of this construct to various life domains.


Subject(s)
Psychometrics , Humans , Male , Female , Psychometrics/methods , Factor Analysis, Statistical , Adult , Reproducibility of Results , Middle Aged , Personality , Young Adult , Personality Inventory , Self Report , Adolescent , Stress, Psychological/diagnosis , Aged
13.
Sensors (Basel) ; 24(10)2024 May 18.
Article in English | MEDLINE | ID: mdl-38794074

ABSTRACT

Stress is a natural yet potentially harmful aspect of human life, necessitating effective management, particularly during overwhelming experiences. This paper presents a scoping review of personalized stress detection models using wearable technology. Employing the PRISMA-ScR framework for rigorous methodological structuring, we systematically analyzed literature from key databases including Scopus, IEEE Xplore, and PubMed. Our focus was on biosignals, AI methodologies, datasets, wearable devices, and real-world implementation challenges. The review presents an overview of stress and its biological mechanisms, details the methodology for the literature search, and synthesizes the findings. It shows that biosignals, especially EDA and PPG, are frequently utilized for stress detection and demonstrate potential reliability in multimodal settings. Evidence for a trend towards deep learning models was found, although the limited comparison with traditional methods calls for further research. Concerns arise regarding the representativeness of datasets and practical challenges in deploying wearable technologies, which include issues related to data quality and privacy. Future research should aim to develop comprehensive datasets and explore AI techniques that are not only accurate but also computationally efficient and user-centric, thereby closing the gap between theoretical models and practical applications to improve the effectiveness of stress detection systems in real scenarios.


Subject(s)
Wearable Electronic Devices , Humans , Stress, Psychological/diagnosis , Biosensing Techniques/methods
14.
J Affect Disord ; 357: 37-41, 2024 Jul 15.
Article in English | MEDLINE | ID: mdl-38657765

ABSTRACT

The "Patient Health Questionnaire (PHQ)" is a screening instrument, designed for time-efficient detection and severity assessment of depression, anxiety, and other syndromes in medical settings. Besides the questions on psychological symptoms, there are items on psychosocial functioning, on stressors and critical life events. However, for the stress items there are no psychometric properties available until now. The present study is thought to investigate item characteristics, internal consistency as well as factorial and construct validity of the stress scale of the PHQ. A representative sample of the general population of Germany was collected by a demography consulting company (USUMA, Berlin). Per random-route procedure, households and members of the households were selected. The sample was representative for the German community regarding age, gender, and education. In this investigation the following questionnaires were administered: PHQ-Stress, Questions on Life Satisfaction Modules (FLZ-M), Type-D Scale-14 (DS14). The sample included N = 2396 participants with mean age of 48.50 (SD = 17.75; range = 14 to 92) and 55.2 % being female. Reliability of the PHQ stress scale was acceptable (ω = 0.776), but some factor loadings were comparatively low. Model fit indices showed mixed results, some indicating unacceptable and some indicating acceptable fit of the 10-item stress scale of the PHQ. Correlations with related constructs demonstrated the scale's convergent validity. The results of this validation study indicate that the PHQ stress scale, which provides a one-dimensional total stress score, is a valid, good practical and reliable self-report instrument for assessing the severity of psychosocial stress.


Subject(s)
Patient Health Questionnaire , Psychometrics , Stress, Psychological , Humans , Female , Male , Middle Aged , Adult , Stress, Psychological/diagnosis , Stress, Psychological/psychology , Reproducibility of Results , Aged , Germany , Adolescent , Aged, 80 and over , Young Adult , Surveys and Questionnaires/standards , Depression/diagnosis , Depression/psychology , Psychiatric Status Rating Scales/standards , Anxiety/diagnosis , Anxiety/psychology
15.
Neuropsychopharmacol Rep ; 44(2): 447-456, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38588297

ABSTRACT

AIM: Early diagnosis of health conditions such as depression, anxiety, and stress, which have been recognized as global health issues, is essential for providing psychological support to people who experience negative emotions. Therefore, it is important to identify a reliable method for diagnosing depression, anxiety, and stress. To this end, this study investigated the factor structure and evaluated the psychometric properties of the Depression Anxiety Stress Scale-21 (DASS-21) in Jordan. METHODS: A university sample of 336 Jordanians completed the Arabic version of the DASS-21 and several psychopathology measures. Cross-sectional study and confirmatory factor analysis (CFA) were applied to achieve the study's aims. RESULTS: CFA favored the bifactor model compared to the other four models. In contrast, the Beck Anxiety Inventory (BAI) and the Beck Depression Inventory-II (BDI-II) strongly correlated with the DASS-21, indicating that the DASS-21 has adequate convergent and divergent validity. Subsequently, the scale's discriminant validity was tested using the heterotrait-monotrait (HTMT) correlation ratio, which was found to be relatively insufficient. While DASS-21 showed strong reliability, Cronbach's α and McDonald's omega values ranged between 0.83 and 0.93. CONCLUSION: The bifactor model best fits the Jordanian sample data. The DASS-21 has optimum psychometric properties; therefore, it can be used to assess the general distress experienced by the Jordanian community during research investigations and in non-clinical settings.


Subject(s)
Anxiety , Depression , Psychiatric Status Rating Scales , Psychometrics , Stress, Psychological , Humans , Jordan/epidemiology , Male , Female , Psychometrics/methods , Psychometrics/standards , Adult , Young Adult , Psychiatric Status Rating Scales/standards , Stress, Psychological/diagnosis , Stress, Psychological/epidemiology , Stress, Psychological/psychology , Depression/diagnosis , Depression/epidemiology , Depression/psychology , Cross-Sectional Studies , Reproducibility of Results , Anxiety/diagnosis , Anxiety/psychology , Anxiety/epidemiology , Factor Analysis, Statistical , Adolescent , Middle Aged
16.
PeerJ ; 12: e16980, 2024.
Article in English | MEDLINE | ID: mdl-38495757

ABSTRACT

In a competitive and demanding world, academic stress is of increasing concern to students. This systemic, adaptive, and psychological process is composed of stressful stimuli, imbalance symptoms, and coping strategies. The SISCO-II Academic Stress Inventory (SISCO-II-AS) is a psychometric instrument validated in Chile. It evaluates stressors, symptoms, and coping, both individually and globally. For its practical interpretation, a scale is required. Therefore, this study aims to descriptively analyze the SISCO-II-AS and to obtain its corresponding scales. Employing a non-experimental quantitative approach, we administered the SISCO-II-AS to 1,049 second and third-year students from three Chilean universities, with a disproportionate gender representation of 75.21% female to 24.79% male participants. Through descriptive and bivariate analysis, we established norms based on percentiles. For the complete instrument and its subscales, significant differences by sex were identified, with magnitudes varying from small to moderate. For the full instrument and its subscales, bar scale norms by percentile and sex are presented. Each subscale (stressors, physical and psychological reactions, social behavioural reactions, total reaction, and coping) has score ranges defined for low, medium, and high levels. These ranges vary according to the sex of the respondent, with notable differences in stressors and physical, psychological, and social behavioural reactions. This study stands out for its broad and heterogeneous sample, which enriches the representativeness of the data. It offers a comprehensive view of academic stress in college students, identifying distinctive factors and highlighting the importance of gender-sensitive approaches. Its findings contribute to understanding and guide future interventions. By offering a descriptive analysis of the SISCO-II-AS inventory and establishing bar norms, this research aids health professionals and educators in better assessing and addressing academic stress in the student population.


Subject(s)
Adaptation, Psychological , Stress, Psychological , Humans , Male , Female , Stress, Psychological/diagnosis , Cross-Sectional Studies , Students/psychology , Coping Skills
17.
PLoS One ; 19(3): e0300923, 2024.
Article in English | MEDLINE | ID: mdl-38507342

ABSTRACT

Depression, anxiety and stress symptoms cause substantial psychological and economic burdens around the globe. To mitigate the negative consequences, the negative symptoms should be identified at an early stage. Therefore, the implementation of very brief valid screening tools in mental health prevention programs and in therapeutic settings is advantageous. In two studies on representative German population samples, we developed and validated three ultra-short scales-the "bubbles"-that consist of only one item based on the Depression Anxiety Stress 21 subscales (DASS-21) for the assessment of depression, anxiety and stress symptoms. The results of Study 1 (N = 1,001) and Study 2 (N = 894) revealed that the bubbles are valid instruments that fit the DASS-21 subscales on the factor level. Moreover, the bubbles replicated the association pattern of the DASS-21 subscales with demographic variables, and with variables that belong to the negative and the positive dimension of mental health. Thus, due to their time- and cost-efficiency, the bubbles can be used as brief screening tools in research (e.g., large-scale studies, longitudinal studies, experience sampling paradigms) and in praxis. Their shortness can prevent fatigue, motivation decrease, and participants' drop-out.


Subject(s)
Depression , Stress, Psychological , Humans , Depression/diagnosis , Depression/epidemiology , Stress, Psychological/diagnosis , Stress, Psychological/epidemiology , Psychiatric Status Rating Scales , Reproducibility of Results , Factor Analysis, Statistical , Anxiety/diagnosis , Anxiety/epidemiology , Psychometrics
18.
BMC Geriatr ; 24(1): 276, 2024 Mar 20.
Article in English | MEDLINE | ID: mdl-38509480

ABSTRACT

BACKGROUND: Social support is essential for individuals to cope with difficult circumstances. Older adults with disabilities face significant challenges in engaging with everyday activities. The current study examines the mediating role of perceived stress in the association between perceived social support and disability among Iranian community-dwelling older adults. METHODS: In this descriptive and cross-sectional study, 300 older adults were selected using cluster sampling from January to June 2022. The data were collected using the Multidimensional Scale of Perceived Social Support (MSPSS), the World Health Organization Disability Assessment Schedule 2.0 (WHODAS 2), and the Cohen Perceived Stress Scale-14 (PSS-14). The collected data was analyzed using structural equation modeling (SEM) in Mplus. RESULTS: The mean age of older adults was 68.71 ± 6.13 years, ranging from 60 to 85 years old. The results of this study revealed a significant relationship between perceived social support and disability (ß=-0.20, SE = 0.06, p < 0.001) and perceived stress and disability (ß = 0.50, SE = 0.05, p < 0.001). The results also confirmed the mediating role of perceived stress in the relationship between perceived social support and disability (ß=-0.17, SE = 0.03, p < 0.001). CONCLUSION: The results indicated that increasing social support could reduce disability by decreasing perceived stress. These results have important implications for policymakers and healthcare professionals in promoting healthy aging.


Subject(s)
Disabled Persons , Psychological Tests , Self Report , Humans , Aged , Aged, 80 and over , Cross-Sectional Studies , Iran/epidemiology , Social Support , Stress, Psychological/diagnosis , Stress, Psychological/epidemiology
19.
Psychooncology ; 33(3): e6328, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38504431

ABSTRACT

OBJECTIVE: Nuanced distress screening tools can help cancer care services manage specific cancer groups' concerns more efficiently. This study examines the sensitivity and specificity of a tool specifically for women with gynaecological cancers (called the Gynaecological Cancer Distress Screen or DT-Gyn). METHODS: This paper presents cross-sectional data from individuals recently treated for gynaecological cancer recruited through Australian cancer care services, partner organisations, and support/advocacy services. Receiver operating characteristics analyses were used to evaluate the diagnostic accuracy of the DT-Gyn against criterion measures for anxiety (GAD-7), depression (patient health questionnaire), and distress (IES-R and K10). RESULTS: Overall, 373 individuals aged 19-91 provided complete data for the study. Using the recognised distress thermometer (DT) cut-off of 4, 47% of participants were classified as distressed, while a cut-off of 5 suggested that 40% had clinically relevant distress. The DT-Gyn showed good discriminant ability across all measures (IES-R: area under the curve (AUC) = 0.86, 95% CI = 0.82-0.90; GAD-7: AUC = 0.89, 95% CI = 0.85-0.93; K10: AUC = 0.88, 95% CI = 0.85-0.92; PHQ-9: AUC = 0.85, 95% CI = 0.81-0.89) and the Youden Index suggested an optimum DT cut-point of 5. CONCLUSIONS: This study established the psychometric properties of the DT-Gyn, a tool designed to identify and manage the common sources of distress in women with gynaecological cancers. We suggest a DT cut point ≥5 is optimal in detecting 'clinically relevant' distress, anxiety, and depression in this population.


Subject(s)
Genital Neoplasms, Female , Neoplasms , Humans , Female , Cross-Sectional Studies , Depression/diagnosis , Depression/epidemiology , Stress, Psychological/diagnosis , Stress, Psychological/epidemiology , Australia , Sensitivity and Specificity , Anxiety/diagnosis , Anxiety/epidemiology , Neoplasms/epidemiology , Psychometrics , Genital Neoplasms, Female/diagnosis , Surveys and Questionnaires , Mass Screening
20.
PLoS One ; 19(2): e0299229, 2024.
Article in English | MEDLINE | ID: mdl-38412147

ABSTRACT

The adolescents' ability to discriminate between different negative emotional states is still under debate. The Depression Anxiety Stress Scales-21 (DASS-21) serves as a useful tool to unravel this issue, yet the literature on its structural validity in young people is ambiguous. Therefore, this study aimed to expand knowledge on the emotional experience of youth by investigating the factor structure and psychometric properties of the DASS-21 in Italian adolescents. Six hundred fifty-five students (60.6% girls) aged 14-18 (M = 16.3 ± 1.29) completed an online survey containing the DASS-21 and Positive and Negative Affect Schedule (PANAS). To evaluate the factor structure of the DASS-21, several alternative models were tested, also adopting an Exploratory Structural Equation Modeling (ESEM) procedure. Measurement invariance, reliability, validity, and latent means differences were addressed. The ESEM model with three correlated factors of Depression, Anxiety, and Stress yielded the best fit to the data, supporting a hierarchical structure of the DASS-21. In addition, this model was invariant across sex and age groups. The Anxiety scale predicted both positive and negative affect, while Depression predicted positive affect only. Finally, girls scored higher than boys on Anxiety and Depression, but no age differences emerged. Overall, our results indicate that anxiety, depression, and stress are distinguishable in Italian adolescents but, simultaneously, share an underlying condition of general distress, which may explain the comorbidity between internalizing problems. Such findings are discussed in terms of clinical and preventive implications for the adolescent population.


Subject(s)
Depression , Stress, Psychological , Male , Female , Humans , Adolescent , Depression/diagnosis , Depression/epidemiology , Depression/psychology , Reproducibility of Results , Stress, Psychological/diagnosis , Psychiatric Status Rating Scales , Factor Analysis, Statistical , Anxiety/diagnosis , Anxiety/epidemiology , Psychometrics , Italy/epidemiology
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