Version Of Scale Research Articles

Energy-Aware Adaptive Scaling of Server Farms for NFV With Reliability Requirements

Auto-scaling techniques aim to keep the right number of active servers for the current load: if this number is too small we risk service disruption, but if it is too large we waste resources. Despite the interest in the efficient operation of this type of systems, no prior work has addressed auto-scaling techniques for Network Function Virtualization (NFV) with stringent reliability requirements such as those envisioned in 5G (5 or 6 nines). To achieve such levels of reliability, we need to account for both the activation delay until servers become available (i.e., the wake-up or activation time) and the fallible nature of servers (which may fail with some probability). In this paper, we build on control theory to design an auto-scaling technique for a server farm for NFV that guarantees certain reliability while minimizing the number of active resources. We show that the use of well-established tools from control theory results in convergence times much shorter than those obtained with state-of-the-art reinforcement learning techniques. This shows that, despite the current trend to apply machine learning to all sorts of networking problems, there may be some cases where other techniques (such as control theory) can be more suitable.

Reliability and Validity of the Turkish Version of the Vanderbilt Fatigue Scale for Adults.

Listening-related fatigue (LRF) is a prominent topic of research interest. The purpose of this study is to investigate the reliability and validity of the Turkish version of the 40-item Vanderbilt Fatigue Scale for Adults (TR-VFS-A-40). This study included 317 adults with no hearing loss and 260 adults with hearing loss in the study group, totaling 577 adults aged 18-75 years. While 31 adults in the study group did not use any hearing technology, there were 96 hearing aid users and 123 cochlear implant (CI) users. A subset of 80 CI users completed the TR-VFS-A-40 a second time, 2 weeks later, to assess test-retest reliability. Intraclass correlation coefficients were used to assess test-retest reliability. Cronbach's alpha was used to evaluate internal consistency. To examine construct validity, a confirmatory factor analysis (CFA) was performed. For concurrent validity analysis, the Checklist Individual Strength (CIS) and TR-VFS-A-40 scores were analyzed using the Spearman correlation test. Cronbach's alpha values were excellent for the total scale of .987 and the cognitive, emotional, physical, and social subscales (.953, .954, .955, and .946, respectively). Analyses of concurrent validity revealed strong and significant correlations between CIS and TR-VFS-A-40 scores, indicating a good concurrent validity. The CFA determined that the construct validity of the TR-VFS-A-40 was satisfactory. The TR-VFS-A-40 is a valid and reliable measure of LRF. https://doi.org/10.23641/asha.25457752.

Psychometric evaluation and feasibility of the Persian-Relative Mastery Scale in the caregivers

Purpose: This study aimed to evaluate the validity, reliability, and feasibility of the Persian version of the Relative Mastery Scale as a measure of the Occupational Adaptation Model in caregivers of people with multiple sclerosis. Method: In a cross-sectional study, after translation, face and content validity, the caregivers completed the Relative Mastery Scale and the Canadian Occupational Performance Measure. Expanded Disability Status Scale for people with multiple sclerosis was reported by neurologist. Also, convergent validity, internal consistency, test–retest reliability, and exploratory factor analyses were evaluated. Results: A total of 150 caregivers completed both instruments. Cronbach’s α = 0.852 and ICC = 0.838 were good. The convergent validity of the total Relative Mastery Scale score was confirmed with a significant correlation with Canadian Occupational Performance Measure ( r > 0.67, p < 0.001) and Expanded Disability Status Scale score ( r > 0.34, p < 0.001). The Persian-Relative Mastery Scale was found as a multidimensional instrument with three items that appeared to be redundant. Conclusion: The Persian-Relative Mastery Scale had acceptable reliability and validity for evaluating mastery in Persian-speaker caregivers.

Psychometric Properties of a Short Academic Motivation Scale (SAMS) in Medical Students

Background: Medical education represents a complex field of study, influenced by various psychological, demographic, and contextual factors. Academic motivation, essential for educational success, has been linked to critical decisions in medical careers and can be modulated by contextual elements such as socioeconomic and geographical environments. The theory of self-determination has provided a solid framework for understanding the multidimensional nature of motivation. Objective: To evaluate the psychometric properties of a Spanish version of the Short Scale of Academic Motivation among Peruvian medical students. Methods: Using an instrumental design, the factorial structure, reliability, and gender invariance of the SAMS-S were assessed. A confirmatory factor analysis (CFA) was conducted to validate the scale’s structure based on seven dimensions. Additionally, reliability was assessed through Cronbach’s alpha coefficient and omega coefficient, and gender invariance was determined through multi-group confirmatory factor analysis. Results: The Peruvian version of the SAMS-S showed a good fit in the CFA with satisfactory goodness-of-fit indices. However, challenges in discriminant validity among certain dimensions were detected, suggesting the presence of a second-order factor. The proposed second-order model yielded an adequate fit (χ2 = 198.26, df = 70, CFI = 0.92, TLI = 0.90, RMSEA = 0.08 [90% CI: 0.07–0.1], SRMR = 0.07), validating the factorial structure of the SAMS-S. The scale’s reliability and its subscales were within acceptable ranges. Furthermore, the gender invariance of the SAMS-S was confirmed at all levels, from configural to strict. Conclusions: The second-order model of the SAMS-S presents as a valid and reliable tool for measuring academic motivation among medical students in Peru. Its robustness and adaptability make it relevant for future research in similar educational contexts and can serve as a basis for interventions aimed at improving academic motivation in this specific group.

The Simplified Medication Adherence Questionnaire: validation of a Brazilian-Portuguese version in hypertensive adults

Background:Self-reported adherence scales are widely used in research and practice because they are low in cost and easy to apply. A free version in Brazilian-Portuguese of the Simplified Medication Adherence Questionnaire (SMAQ) can be a useful alternative for determining the adherent behavior of hypertensive patients.Purpose:To translate and evaluate the psychometric properties of the Brazilian-Portuguese version of the SMAQ therapeutic adherence scale for patients with arterial hypertension.Patients and methods:A multicenter, cross-sectional study was conducted in five outpatient units in Maceió-AL and Aracaju-SE between January and July 2019. A total of 117 patients aged over 18 years using antihypertensive drugs were recruited. The cross-cultural adaptation followed international methodological recommendations. Internal consistency (Cronbach’s alpha) was tested as a reliability parameter. Criterion and construct validity were verified by concurrent validation, exploratory factor analysis (EFA), and validation by known groups.Results:The participants had a mean age of 56.6 years (SD = 10.7 years); most were female (72.6%). The mean number of antihypertensives prescribed per patient was 1.87 (SD = 0.87). There were 79.5% (n = 86) of patients considered non-adherent. Internal consistency was satisfactory (Cronbach’s alpha = 0.63). A satisfactory correlation coefficient was verified with the Morisky–Green–Levine test as an external criterion (r = 0.56, p < 0.001). The scale’s sensitivity measured through known group validity was 75.3%, specificity 29.5%, positive predictive value 63.9%, and negative predictive value 41.9%. We identified two factors of the instrument’s construct from EFA: specific medication-taking behaviors and barriers to adherence. The initial KMO measure of sampling adequacy was 0.691, and Bartlett’s test of sphericity was significant (χ2 = 118.342, p < 0.001).Conclusion:The Brazilian-Portuguese version of the SMAQ scale proved valid and reliable for determining adherence to the pharmacotherapy in hypertensive patients. It showed more ability to detect non-adherent patients but with low specificity, possibly influenced by high social desirability.

The Development and Testing of the Hippocratic Heart Failure Self-Care Scale

Background: The adoption of self-care behaviors among patients with congestive heart failure (CHF) is essential for the management of their health condition. However, there is a lack of tools for estimating self-care in CHF patients. We aim to develop and validate the Greek version of the Hippocratic heart failure self-care scale (HHFSCS). Methods: The scale includes 22 items which are reviewed by a committee of experts. Individuals indicate the frequency at which they follow each self-behavior on a five-point Likert scale. Adult patients with CHF (n = 250) from a General Hospital in Athens participated in the study from June 2020 to March 2021. Reliability coefficients and an explanatory factor analysis (EFA), using a Varimax rotation and the principal component method, were used to assess the psychometric measurements. Results: The Cronbach’s alpha coefficient of the HHFSCS was 0.807. The exploratory factor analysis identified two domains that accounted for 88.44% of the variance in the scale items; however, each sub-scale could not be used as an independent scale. Finally, the test–retest showed a significant and strong correlation (r = 0.973, p < 0.001). Conclusions: The HHFSCS is a reliable and valid tool for assessing self-behaviors in CHF patients. Health professionals can use it in their clinical practice to improve the management of a patient’s health conditions.

The effect of interventions in vaginal birth on fear of childbirth: A multicentre study.

This cross-sectional multicentre study aimed to determine the effect of interventions during vaginal birth for fear of childbirth. In this cross-sectional and analytical study, 852 women who had a vaginal birth between 2019 and 2020 were enrolled. Data were collected using the Descriptive Questionnaire and Wijma Birth Expectation/Experience Scale Version B. The mean total Wijma Birth Expectation/Experience Scale Version B score of the women was 97.00 ± 24.24, indicating severe and clinical levels of fear of childbirth. Moreover, 69.4% of the women had clinical, 18.6% had severe and 12% had moderate levels of fear of childbirth. During birth, women who had close supporters, who were allowed to move and who did not undergo amniotomy, enema, perineal shaving and electronic foetal monitoring had a low level of fear of childbirth. As the number of pregnant women in the labour room, frequency of vaginal examinations, duration of delivery/hour, severity of labour pain and negative perception of the approach of health professionals increased, the women's fear of childbirth increased. Fear of childbirth decreased as the frequency of antenatal follow-ups, number of births and satisfaction levels of the women increased (p < 0.05). Low income perception, irregular prenatal follow-up, severe labour pain and a long duration of labour were strong predictors of increased fear of childbirth. Increasing number of births, high birth satisfaction level and positive perception of the approach of health professionals were strong predictors of reduced fear of childbirth. The reduction of interventions in vaginal delivery and support from health care providers during delivery can be effective in reducing fear of childbirth.

Reliability and Validity of the Turkish Version of the State Mindfulness Scale for Physical Activity in Young Adult Athletes

ABSTRACT Mindfulness is growing in popularity with the potential to improve many favorable health outcomes. Physical activity (PA) is crucial for improving health, however, there is no Turkish scale to measure mindfulness during PA. The purpose of this study was to translate, culturally adapt, and validate the Turkish version of The State Mindfulness Scale for Physical Activity (SMS-PA-T). One hundred thirty-seven young adult athletes were included. The validity was determined using the Behavioral Regulation in Exercise Questionnaire-2 (BREQ-2) and the International Physical Activity Questionnaire-Short Form. The SMS-PA-T had a high-level internal consistency (α = 0.80) and test-retest reliability (ICC = 0.61 to 0.72 for subscales). The SMS-PA-T subscales were correlated with the BREQ-2 (r = 0.65 to 0.77, p < .005) indicating a good concurrent validity. The results show that the SMS-PA-T proved to be a valid and reliable scale for young adult athletes. The SMS-PA-T provides an easy-to-administer and useful tool to assess.

An investigation into the present status and influencing factors of nurse retention in grade-a tertiary general hospitals in Shanxi Province within the framework of the magnet hospital concept.

The attrition of nursing staff significantly contributes to the shortage of healthcare professionals. This study entailed an examination of the propensity of nurses to sustain employment within Grade-A tertiary general hospitals and the various influencing factors. A total of 2,457 nurses from three grade-A tertiary general hospitals were surveyed. The survey instruments included a general information questionnaire, a scale measuring their willingness to continue working, and a Chinese version of the Magnet Hospital Factor scale. The scores of the willingness to continue working scale and the Magnet Hospital Factor scale were 21.53 ± 4.52 and 145.46 ± 25.82, respectively. There were statistically significant differences in the scores of willingness of nurses to continue working across various factors, including the department, age, marital status, family location, length of service as nurses, professional title, position, and employment type, upon comparison (P < 0.001). The correlation analysis showed that there was a positive correlation between the willingness of nurses to continue working and the magnet hospital factors, with a correlation coefficient of 0.523 (P < 0.01). Regression analysis showed that department, length of service as nurses, professional title, position, average monthly income, number of night shifts, medical care relationship, educational support, and nursing manager support among the magnet hospital factors were important predictors of willingness to continue working (P < 0.001). The willingness of nurses to continue working in grade-A tertiary general hospitals in Shanxi Province was determined to be at an upper-middle level. The magnet status of grade-A tertiary general hospitals needs to be improved, and there are many factors that influenced willingness of nurses to continue working. To cultivate a more favorable environment and bolster nurse recruitment and retention, all healthcare institutions should strive to establish a magnet nursing environment, thereby fostering the robust development of the nursing team.

Impact of COVID-19 first wave on the mental health of healthcare workers in a Front-Line Spanish Tertiary Hospital: lessons learned.

Healthcare workers (HCWs) were at high risk of experiencing psychological distress during COVID-19 pandemic. The objective of this study was to evaluate the impact on HCWs' mental health in a Spanish hospital. Cross-sectional study of HCW, active between May and June 2020. A web-based survey assessed probable current mental disorders (major depressive disorder [PHQ-8 ≥ 10], generalized anxiety disorder [GAD-7 ≥ 10], panic attacks, post-traumatic stress disorder [PTSD; PLC-5 ≥ 7], or substance use disorder [CAGE-AID ≥ 2]). The Sheehan Disability Scale (SDS) was used to assess severe impairment and items taken from the modified self-report version of the Columbia Suicide Severity Rating Scale (C-SSRS) assessed suicidal thoughts and behaviors. A total of 870 HCWs completed the survey. Most frequent probable mental disorders were major depressive disorder (33.6%), generalized anxiety disorder (25.5%), panic attacks (26.9%), PTSD (27.2%), and substance use disorder (5.0%). Being female, having aged 18-29years, being an auxiliary nurse, direct exposure to COVID-19-infected patients, and pre-pandemic lifetime mental disorders were positively associated with mental issues. Hospital HCWs presented a high prevalence of symptoms of mental disorders, especially depression, PTSD, panic attacks, and anxiety. Younger individuals and those with lifetime mental disorders have been more vulnerable to experiencing them.

Factor structure and psychometric properties of the Jordanian version of the depression anxiety stress scale (DASS-21).

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. 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. 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. 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.

Psychometric properties and cut-off scores for the Swedish version of the Negative Acts Questionnaire: The full scale and short version.

The present study investigates the psychometric properties and cut-off scores of a Swedish version of the Negative Acts Questionnaire, the most frequently used instrument to measure exposure to workplace bullying. Based on a probability sample of the Swedish workforce (n = 1853), we investigate the validity of both the full version (NAQ-R) and the short version (SNAQ). We suggest optimal cut-offs for the NAQ-R and SNAQ, and for the subscales measuring work- and person-related bullying. Based on the cut-off scores we provide estimates of prevalence in a Swedish context. The factor structure and psychometric properties are comparable to the Norwegian original and the English versions of the instrument. We also tested the criterion validity using 11 outcome and antecedent variables to bullying, and all provided support for its validity. The identified cut-off scores differentiate clearly when tested against the 11 variables used to test criterion validity in the study. The results showed that the Swedish version of the NAQ-R, including the SNAQ, is a valid measure of workplace bullying. To our knowledge, this study is the first study presenting statistical cut-offs for the NAQ-R subscales as well as investigating both the NAQ-R and the SNAQ simultaneously. The present study also provides some criticism against and suggestions for improving the NAQ-R, aiming to capture even more of the overall experience of exposure, ability to defend oneself, overall duration, and on- and offline exposure.

ESF-YOLO: an accurate and universal object detector based on neural networks

As an excellent single-stage object detector based on neural networks, YOLOv5 has found extensive applications in the industrial domain; however, it still exhibits certain design limitations. To address these issues, this paper proposes Efficient Scale Fusion YOLO (ESF-YOLO). Firstly, the Multi-Sampling Conv Module (MSCM) is designed, which enhances the backbone network’s learning capability for low-level features through multi-scale receptive fields and cross-scale feature fusion. Secondly, to tackle occlusion issues, a new Block-wise Channel Attention Module (BCAM) is designed, assigning greater weights to channels corresponding to critical information. Next, a lightweight Decoupled Head (LD-Head) is devised. Additionally, the loss function is redesigned to address asynchrony between labels and confidences, alleviating the imbalance between positive and negative samples during the neural network training. Finally, an adaptive scale factor for Intersection over Union (IoU) calculation is innovatively proposed, adjusting bounding box sizes adaptively to accommodate targets of different sizes in the dataset. Experimental results on the SODA10M and CBIA8K datasets demonstrate that ESF-YOLO increases Average Precision at 0.50 IoU (AP50) by 3.93 and 2.24%, Average Precision at 0.75 IoU (AP75) by 4.77 and 4.85%, and mean Average Precision (mAP) by 4 and 5.39%, respectively, validating the model’s broad applicability.

Psychological vulnerability, emotional problems, and quality-of-life: Validation of the brief suicide cognitions scale for Turkish college students

AbstractThe purpose of this study was to examine the reliability and validity of the Turkish version of the Brief Suicide Cognitions Scale (BSCS-T) and to explore the mediating role of emotional problems in the relationship between psychological vulnerability and suicide cognitions and quality of life among Turkish young adults. Participants were 418 students in Türkiye. The sample included 181 female (43.3%) and 237 male (56.7%) students aged 18–35 years (mean = 22.86, SD = 3.03). The results provided evidence to support the use of the BSCS-T as a means of identifying young people at high risk of suicide. Furthermore, the results showed that psychological vulnerability significantly and positively predicted emotional problems and suicidal cognitions among college students. In addition, psychological vulnerability negatively predicted students’ quality of life, and emotional problems played a mediating role between psychological vulnerability and both suicide cognitions and quality of life. These findings highlight the need for targeted interventions to reduce suicide risk and improve psychological well-being. Further research in this area can contribute to suicide prevention efforts and the development of effective strategies to support at-risk individuals in college settings.

Психометрическая проверка методик для оценки когнитивных искажений, касающихся сексуальных отношений с детьми

&lt;p style="text-align: justify;"&gt;The prevalence of cognitive distortions in sexual offenders is a significant risk factor for reoffending. Investigation of cognitive distortions can improve the quality of differential diagnosis and expert assessment of the accused. The aim of this study was the testing of the criterion and convergent validity, as well as the internal consistency of two scales for assessing cognitive distortions: the Dichotomic Scale of Cognitive Distortions and the Russian version of the MOLEST scale. The psychometric properties of the questionnaires were tested on a sample of 84 male subjects. Many of them (63 subjects) were accused of committing sexual criminal acts against minors (37 with pedophilia, 26 without disorders of sexual preference). The results of the study demonstrate good internal consistency for both the scales (Cronbach&amp;rsquo;s alpha was 0,910 and 0,956, respectively). Evidences of criterion validity for the diagnosis of pedophilia (for both methods at the significance level of p&amp;lt;0,01) and convergent validity (r=0,713; p=0) are given. The proposed scales are resistant to social desirability and can be used as additional diagnostic tools in clinical practice.&lt;/p&gt;

Design of Privacy Protection System for Target Search Based on Selection Algorithm and Sustainable Iteration Index

The data self-destruct method based on privacy cloud proposed in this paper can realize the automatic destruction of cloud data after expiration, and based on this method, a self-destruct image protection system is implemented. This project intends to combine the adaptive scale invariant Feature conversion (SIFT) extraction of ciphertext images with binary SIFT to ensure the confidentiality of the images uploaded to the server in the ciphertext space. The security protection of data is realized using Paillier homomorphic encryption technology. The feature of SIFT is extracted from the encrypted region, and it is expressed in binary form to reduce the amount of computation and memory overhead. The experimental results show that this method can effectively prevent the automatic destruction of images after expiration, so as to ensure that the user's personal information is not leaked.

Psychometric properties of the Arabic versions of the long (27 items) and short (13 items) forms of the interpersonal mindfulness scale (IMS)

BackgroundThere is a lack of measures and data on interpersonal mindfulness from non-Western cultures, which can hinder advances in our understanding of the construct, its conceptual representation, and its effects on human connection and relationships within different cultural settings. To fill this gap and help spark future research in this area in the Arab world, the current study aimed to examine the psychometric properties of an Arabic translation of the 27-item and the 13-item versions of the interpersonal Mindfulness Scale (IMS) in a sample of Arabic-speaking adolescents from the general population.MethodsA web-based survey was conducted in a sample of 527 Lebanese community adolescents (Mean age = 15.73 ± 1.81 years; 56% females). The IMS was translated from English into Arabic using the forward-backward translation method. Participants completed the long and short forms of the IMS, as well as the Buss–Perry Aggression Questionnaire-Short Form (BPAQ-SF), and the 5-item Brief Irritability Test.ResultsConfirmatory factor analyses provided support to the four-factor structure of both the 27-item and the 13-item IMS (i.e., Presence, Awareness of Self and Others, Nonjudgmental Acceptance, and Nonreactivity). The original and the short form versions of the IMS yielded excellent internal consistency in our sample, with a Cronbach’s α coefficients of 0.95 and 0.90, and McDonald’s omega coefficients of 0.95 and 0.90, respectively. Multigroup comparisons suggested the factorial invariance of the Arabic 27-item and 13-item IMS between male and female participants at the metric, configural, and scalar levels. Finally, the concurrent validity of both full-length and short form of the IMS appeared to be good and comparable, as attested by patterns of correlations in expected directions with outcome variables (i.e., aggression, anger, hostility, and irritability).ConclusionThe present findings provide support for the good psychometric qualities of the Arabic translation of the IMS in both long and short forms, suggesting that these scales are suitable for use to measure interpersonal mindfulness in Arabic-speaking youth, at least in Lebanon. We expect that the IMS, in particular its shortest form, will prompt more systematic investigation of interpersonal mindfulness in the Arabic-speaking populations, especially with regard to enhancing healthy communications with others and building effective social relationships.

Evaluating the validity and reliability of the Korean version of Scales for Outcomes in Parkinson's Disease-Cognition.

The Scales for Outcomes in Parkinson's Disease-Cognition (SCOPA-Cog) was developed to screen for cognition in PD. In this study, we aimed to evaluate the validity and reliability of the Korean version of the SCOPA-cog. We recruited 129 PD patients from 31 clinics with movement disorders in South Korea. The original version of the SCOPA-cognition was translated into Korean using the translation-retranslation method. The test-rest method with an intraclass correlation coefficient (ICC) and Cronbach's alpha coefficient were used to assess reliability. The Spearman's Rank correlation analysis with Montreal Cognitive Assessment-Korean version (MOCA-K) and Korean Mini-Mental State Examination (K-MMSE) were used to assess concurrent validity. The Cronbach's alpha coefficient was 0.797, and the ICC was 0.887. Spearman's rank correlation analysis showed a significant correlation with the K-MMSE and MOCA-K scores (r = 0.546 and r = 0.683, respectively). Our results demonstrate that K-SCOPA-Cog exhibits good reliability and validity.

Social Media and Body Image from the Perspective of Secondary School Youth

The study aimed to map the prevalence of social media disorder in secondary school youth. We used an abbreviated version of the Social Media Disorder Scale (SMD) and the Body Shape Questionnaire (BSQ-16B). The reliability of the questionnaires used in the research, indicates that they have sufficient internal consistency. A total of 637 re-respondents participated in the study. Their ages ranged from 15 to 19 years (AM=16.63). The results of the study showed social media impairment in 11.1% of the respondents, confirming a statistically significant difference in terms of the gender of the adolescents in favour of girls, and in terms of the degree of concern about their appearance, in favour of those who are more concerned about their appearance. Furthermore, a statistically significant difference in the degree of concern about their appearance in terms of gender, was confirmed in favour of girls.

Psychometric Features of The Turkish Version of the Negative Mood Regulation Scale

Psychometric Features of The Turkish Version of the Negative Mood Regulation Scale