Dyadic effects of stigma on quality of life in people with schizophrenia and their family caregivers: Mediating role of patients' perception of caregivers' expressed emotion.

Schizophrenia, as a stressful diagnosis, profoundly impacts the whole family, especially people with schizophrenia and their caregivers. This study tested the potential mediating role of expressed emotion in the association between mental health stigma and quality of life in caregiver-patient dyads. Using a 2-wave longitudinal design with a 6-month interval between assessments, 161 dyads of patients with schizophrenia and their family caregivers (one patient and one caregiver) completed measures of mental health stigma, expressed emotion, and quality of life. The results showed that patients' self-stigma had no significant actor or partner effect on expressed emotion or quality of life. In contrast, caregivers' stigmatizing attitudes toward patients had a significant partner effect on patients' perception of caregivers' expressed emotion and quality of life. The mediating effect of patients' perception of caregivers' expressed emotion in the association between caregivers' stigmatizing ideas toward patients and patients' quality of life was significant. By focusing on the interdependence of patients and their caregivers, this study highlights the role of caregivers' stigmatizing attitudes toward patients and patients' perception of caregivers' expressed emotion on patients' quality of life. Psychoeducation and interventions should not only aim to reduce the self-stigma of people with schizophrenia but also their caregivers' stigmatizing ideas toward patients. Family interventions targeted at reducing the EE level of caregivers and patients' perception of caregivers' EE would also benefit the adaptation and quality of life of people with schizophrenia and their caregivers.

Pursuing Harmony and Fulfilling Responsibility: A Qualitative Study of the Orientation to Happiness (OTH) in Chinese Culture.

Happiness is the ultimate life goal for most people, and the pursuit of happiness serves as the fundamental motivation driving human behavior. Orientation to Happiness (OTH) represents the aspect that individuals seek when making decisions or engaging in activities, including values, priorities, motivations, ideals, and goals. Nevertheless, existing research has predominantly approached OTH from an individualistic perspective, emphasizing an individual's internal emotional state and personal goals, thereby neglecting the significant influence of a collectivist cultural background on the pursuit of happiness. To address this research gap, our study employs qualitative research methods, enabling us to delve deeply into the intricate interplay between cultural context, societal influences, and individual motivations that collectively shape OTH. Our research is dedicated to understanding the structure of OTH within the Chinese cultural context. Through semi-structured interviews with 26 Chinese adults and the utilization of an inductive style of thematic analysis, we have identified two core themes within the OTH of Chinese adults: Self-focused and Other-focused. Notably, the "Other-focused" theme emphasizes the pursuit of group harmony and the fulfillment of group responsibilities, highlighting the paramount role of "relationships" in the study of happiness within collectivist cultures. This insight forms a robust foundation for future research in this area.

A New Factor "Otherism" Added to the Hedonic and Eudaimonic Motives for Activities Scale (HEMA) in Chinese Culture.

Due to different understandings of happiness, people adopt different tendencies to act, which is called orientation to happiness (OTH). Our previous study found that OTH had two core themes, Self-focused and Other-focused in Chinese culture, which was different from OTH structures in Western culture. However, no corresponding measurement tool has been developed or revised. The Hedonic and Eudaimonic Motives for Activities Scale (HEMA) was the most commonly used measurement tool of OTH in recent years. The present study aimed to develop a Chinese version of the HEMA. A total of 1729 Chinese adults participated in this study. The exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) were used to examine the underlying structure of the Chinese version of the HEMA. The results supported the 3-factor structure of the translation instrument, and the 15-item scale had good convergent and discriminant validity. The three dimensions were named Hedonism, Eudaimonism, and Otherism. Among them, Otherism is a new dimension, which means "the pursuit of the harmony of the group and achieving happiness by fulfilling their responsibilities in the group". The revised tool was named the Hedonic, Eudaimonic, and Otheristic Motives for Activities Scale-Chinese (HEOMA-C). The results showed that the HEOMA-C has good reliability and validity. Overall, the present study provided an effective tool to assess the OTH in Chinese culture.

The Unique Role of Peer Support: Exploring the Effects of Various Sources of Social Support on the Mental Health of Unaccompanied Children in China under Residential Education.

This study investigates the impact of various sources of social support on the mental health of unaccompanied children under residential education in China. Unaccompanied children refer to those whose parents are still alive but unable to raise them due to various reasons. The study utilized self-reported questionnaires administered at two time waves, with the first wave (T1) evaluating family support, teacher support, and peer support, and the second wave (T2) evaluating depression, subjective well-being, and resilience. A total of 202 participants completed both surveys. To examine the predictive effect of different sources of social support on the mental health of these children, the study used the structural equation model with depression and subjective well-being as indicators. The results show that neither family support nor teacher support (T1) had a significant effect on the mental health (T2) of the children. However, peer support (T1) had a significant positive predictive effect on mental health (T2), indicating the unique role of peer support in promoting the mental health of unaccompanied children. The study also explored the mediating role of resilience between social support and well-being, revealing that though the direct effect of teacher support (T1) on mental health (T2) was not significant, the indirect mediating effect of resilience on the relationship between teacher support and mental health was significant. Both the direct and indirect effect of family support (T1) on mental health (T2) were not significant. These findings highlight the importance of creating a positive peer environment for unaccompanied children to promote their mental health. This study has important practical implications for the development of effective intervention programs aimed at improving the mental health of this population.

Hypnotic and direct suggestions affect attitudes toward seeking professional psychological help.

This study investigated the impact of hypnotic suggestions on improving attitudes toward seeking professional psychological help (ATSPPH). The study administered the Chinese version of the ATSPPH scale on 303 college students, of which 61 with low levels of ATSPPH were recruited as the participants (male: 18; female: 43). All participants were tested with the Harvard Group Scale of Hypnotic Susceptibility, Form A, prior to the formal experiment and assigned with balancing hypnotic susceptibility in hypnotic suggestion, relaxation, or control groups. The main results were as follows: (1) counter-attitudinal information significantly improved explicit ATSPPH only for the hypnotic suggestion and relaxation groups, (2) the hypnotic suggestion group exhibited improvement in implicit ATSPPH and (3) a difference was observed between explicit and implicit attitudes in the process of providing counter-attitudinal information when changing ATSPPH.

Client-counselor behavioral and inter-brain synchronization among dismissing and secure clients and its association with alliance quality and outcome.

Objective This study aimed to explore whether behavioral synchrony (BS) and inter-brain synchrony (IBS) could serve as potential biomarkers for alliance quality or outcomes among clients with different adult attachment styles. Method: We assessed the clients' self-report working alliance and clinical outcomes as well as simultaneously measured BS using motion energy analysis (MEA) and IBS with functional near-infrared spectroscopy (fNIRS) among 37 secure (N = 21) or dismissing (N = 16) clients with their counselors during the first psychological counseling meeting. Results: Dismissing dyads manifested significantly higher late-stage counselor-led and client-led IBS (p = .018) than secure dyads. Adult attachment style served as the moderators in the correlation of both whole-stage client-led BS with bond dimension of alliance (p = .015) as well as in the correlation of both whole-stage no-lag IBS with CORE-10 score changes (p = .022). Moreover, increases in the whole-stage client-led BS were significantly associated with decreases in early-stage, late-stage and whole-stage no-lag IBS (all ps ≤ 0.01). Conclusion: These findings revealed the potentially impeding role of interpersonal synchrony in alliance quality for dismissing clients, at least during the first psychological counseling meetings. They also might partially validate the relationship between different modalities of interpersonal synchrony.

The longitudinal association between narcissism and problematic social networking sites use: The roles of two social comparison orientations.

The present study aimed to explore whether the tendency to compare one's abilities and opinions to those of others (social comparison orientation) could longitudinally mediate the association between narcissism and problematic SNS use. A total of 1,196 college students were assessed at three time points over 22 months. The results showed that narcissism at time 1 was positively related to problematic SNS use at time 3 and that ability comparison at time 2 longitudinally mediated the association between narcissism at time 1 and problematic SNS use at time 3, whereas the longitudinal mediating effect of opinion comparison at time 2 was not significant. These findings suggest that narcissism more distally and ability comparison more proximally may be risk factors for engaging in problematic SNS use, and it is important to distinguish between types of social comparisons in problematic SNS use behaviors.

Psychometric properties of the Chinese version of the Family Questionnaire among the caregivers of people with schizophrenia.

Introduction: Expressed emotion refers to relatives' attitudes and emotional behaviors toward mentally ill family members. It is a robust predictor of patients' illness outcomes and caregivers' wellbeing in a wide range of mental disorders. However, expressed emotion has not been fully explored in the Chinese context. One reason is the lack of reliable and cost-effective measurements. A reliable, valid, and user-friendly instrument is needed to support the research and clinical practice based on expressed emotion in China. This study aimed to translate, adapt, and examine the psychometric properties (factorial structure, measurement invariance, internal consistency reliability, and concurrent validity) of a Chinese version of the Family Questionnaire. Methods: A total of 248 caregivers participated in the study. A translation and back-translation procedure was applied to translate the Family Questionnaire into Chinese. We compared two models to examine the factor structure of the questionnaire by performing confirmatory factor analysis. We also conducted measurement invariance analysis to test whether the factor structure of the tool is invariant across male and female groups. Reliability was evaluated with Cronbach's α. The concurrent validity was examined by testing the predictivity of the expressed emotion on relevant outcomes with path analysis. We used the STROBE checklist to report. Results: The item-total correlation coefficients of the scale ranged from 0.375 to 0.752. The confirmatory factor analysis indicated that the Chinese version of the Family Questionnaire displays the original two-factor structure (emotional overinvolvement and criticism; X2 = 335.50, df = 169, X2/df = 1.985, RMSEA = 0.063, SRMR = 0.058, CFI = 0.913, and TLI = 0.902). In addition, the two-factor structure was invariant across the male and female groups. The two subscales showed excellent internal consistency, with Cronbach's alpha of 0.92 for both emotional overinvolvement and criticism. The concurrent validity of the Chinese version was supported by the good predictivity of the two subscales to care burden, family function, and quality of life. All path coefficients were significant, and the absolute values of path coefficients ranged from 0.23 to 0.72. Conclusion: The Chinese version of the Family Questionnaire is a valid and reliable measurement of expressed emotion in the Chinese context.

The relationship between social acknowledgment and prolonged grief symptoms: a multiple mediation effect of beliefs about the goodness and controllability of grief-related emotions.

Background: Social acknowledgment is a protective factor for survivors of trauma. However, the role of social acknowledgment in association with prolonged grief symptoms has not yet been established.Objectives: The current study aims to explore the relationship between social acknowledgment and prolonged grief via two beliefs foundational to how people think about grief-related emotions (1) goodness (i.e. whether emotions are desirable, useful, or unwanted and harmful), and (2) controllability (i.e. whether emotions are regulated according to our will or involuntary, arising of their own accord). These effects were explored in two different cultural samples of bereaved people.Methods: One hundred and fifty-four German-speaking and two hundred and sixty-two Chinese bereaved people who lost their loved ones completed questionnaires assessing social acknowledgment, beliefs about the goodness and controllability of grief-related emotions, and prolonged grief symptoms.Results: Correlation analyses showed that social acknowledgment was positively linked with stronger beliefs about the goodness and controllability of grief-related emotions and negatively related to prolonged grief symptoms. Beliefs about the goodness and controllability of grief-related emotions correlated negatively with prolonged grief symptoms. Multiple mediation analyses suggested that beliefs about the controllability and goodness of grief-related emotions mediated the link between social acknowledgment and prolonged grief symptoms. Cultural groups did not moderate the above model.Conclusion: Social acknowledgment may be related to bereavement adjustment consequences via the roles of beliefs about the goodness and controllability of grief-related emotions. These effects seem to be consistent cross-culturally.

Social acknowledgment correlated positively with stronger beliefs about the goodness and controllability of grief-related emotions and negatively with prolonged grief symptoms.Beliefs about the goodness and controllability of grief-related emotions were negatively linked with prolonged grief symptoms.Beliefs about the controllability and goodness of grief-related emotions mediated the relationship between social acknowledgment and prolonged grief symptoms. The model presented cross-cultural consistency.

How the bereaved behave: a cross-cultural study of emotional display behaviours and rules.

Cultural norms may dictate how grief is displayed. The present study explores the display behaviours and rules in the bereavement context from a cross-cultural perspective. 86 German-speaking Swiss and 99 Chinese bereaved people who lost their first-degree relative completed the adapted bereavement version of the Display Rules Assessment Inventory. Results indicated that the German-speaking Swiss bereaved displayed more emotions than the Chinese bereaved. The Chinese bereaved, but not the German-speaking Swiss bereaved, thought that bereaved people should display more emotions than they actually did when they were with their close others (but not when they were alone). Bereaved people endorsed more emotional expression "when alone" than "when with close others", demonstrating a social disconnection tendency, which was more evident in the Chinese sample. Bereaved people endorsed more expression of positive emotions (e.g. affection/love) and less expression of powerful negative emotions (e.g. blame/guilt, anger) across cultures. Compared to their Chinese counterparts, the German-speaking Swiss sample indicated more actual expressions for most emotion types (i.e. joy/happiness, affection/love, sadness, anger, and denial) but thought bereaved people should express more joy/happiness and less blame/guilt. The results suggest that bereaved people's display behaviours and rules are influenced by culture, situation, and type of emotion.

Existential isolation and prolonged grief in bereaved people: The moderating role of culture.

OBJECTIVE: Existential isolation refers to an individual's awareness of the unbridgeable gulf between oneself, other people and the world. This kind of isolation has been found to be higher in individuals with nonnormative experiences, such as racial or sexual minorities. Bereaved individuals may experience a stronger sense of existential isolation and feel that no one shares their feelings or perceptions. However, research on bereaved people's experiences of existential isolation and its effects on post-loss adaptation is scarce. This study aims to validate the German and Chinese versions of the Existential Isolation Scale, investigate cultural and gender differences in existential isolation and explore the associations between existential isolation and prolonged grief symptoms in German-speaking and Chinese bereaved individuals. METHODS: A cross-sectional study with 267 Chinese and 158 German-speaking bereaved participants was conducted. The participants completed self-report questionnaires assessing existential isolation, prolonged grief symptoms, social networks, loneliness and social acknowledgement. RESULTS: The results indicated that the German and Chinese versions of the Existential Isolation Scale demonstrated adequate validity and reliability. No cultural or gender differences (or their interaction) were found for existential isolation. Higher existential isolation was associated with elevated prolonged grief symptoms, which was further moderated by the cultural group. The relationship between existential isolation and prolonged grief symptoms was significant for the German-speaking bereaved people but not significant for those from China. CONCLUSION: The findings highlight the role of existential isolation in the adaptation to bereavement and how different cultural backgrounds moderate the effect of existential isolation on post-loss reactions. Theoretical and practical implications are discussed.

Validation of the Cooper-Norcross Inventory of Preferences (C-NIP) in Chinese lay clients and mental health professionals: Factor structure, measurement invariance, and scale differences.

The Cooper-Norcross Inventory of Preferences (C-NIP) is one of the most widely used measures of psychotherapy preferences. However, its psychometric properties have not been examined in non-Western samples. Research on disparities between the preferences of mental health professionals and their clients is also limited. We evaluated the C-NIP's psychometric properties and measurement invariance in Chinese lay clients and mental health professionals and evaluated the latent mean differences between clients' and professionals' scores on the C-NIP's four scales (preference for therapist vs. client directiveness, emotional intensity vs. emotional reserve, past vs. present orientation, and warm support vs. focused challenge). This cross-sectional investigation involved 301 lay clients and 856 mental health professionals who completed the Chinese version of the C-NIP. Confirmatory factor analysis (CFA) and exploratory structural equation modeling (ESEM) were used to examine the factor structure of the C-NIP. ESEM provided stronger evidence than CFA for the four-factor model in both samples. The four scales had adequate internal consistency in both the lay clients (αs = .68-.89) and the mental health professionals (αs = .70-.80). Partial scalar invariance was established across these two populations. Chinese mental health professionals preferred less therapist directiveness, past orientation, and warm support-but more emotional intensity-than Chinese lay clients (ds = 0.25-0.90). Culture-specific cutoff values (norms) to identify strong therapy preferences were established. This study supports the application of the C-NIP to non-Western populations and suggests that discrepancies between the preferences of lay clients and mental health professionals are a cross-cultural phenomenon. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Development and Validation of a Chinese Resilience Scale for Young Children.

(1) Background: Resilience research began in the child population as a validity scale to describe children's psychological wellbeing and ability to cope with negative events, and to some extent, to predict recovery and adaptation when they experience adversity again. In view of the important developmental implications of resilience in young children and the lack of a Chinese children's resilience scale, this study developed a resilience scale for young Chinese children based on a systematic review of existing international resilience scales and the characteristics of the Chinese cultural background. (2) Methods: The scale was developed by referring to existing scales, expert interviews, item collation and item finalization, developing original items, then deleting and determining items through item analysis, and finally, comparing with existing scales to obtain the internal and external validity of this scale. (3) Results: The results showed that the scale has good measurement properties, internal consistency reliability, and internal and external validity. (4) Conclusions: Through the development and validation of the Resilience Scale for young children in China, the scale can be used to measure the resilience of young children in China.

Correlations among Psychological Resilience, Cognitive Fusion, and Depressed Emotions in Patients with Depression.

Background: More than 300 million people worldwide suffer from depression, which is a significant contributor to the global burden of disease. This study investigated the factors influencing psychological resilience and cognitive fusion in patients with depression and the relationships of psychological resilience and cognitive fusion with depression. Methods: This study enrolled 172 participants (65.8% of them were female). Psychological resilience, cognitive fusion, and depression were assessed with the psychological resilience scale, the cognitive fusion questionnaire, the Hamilton Anxiety Scale (HAMA), Hamilton Depression Scale (HAMD), and Zung Self-rating Depression Scale (SDS), respectively. Furthermore, the relationships of psychological resilience and cognitive fusion with depression were investigated. Results: The psychological resilience and cognitive fusion scores of patients with depression varied significantly among different education levels, and HAMA, HAMD, and SDS scores were significantly negatively correlated with psychological resilience but positively correlated with cognitive fusion. Conclusions: Depression levels in patients with depression are closely related to psychological resilience and cognitive fusion. Therefore, anxiety and depression could be alleviated by improving the psychological resilience or reducing the cognitive fusion of patients with depression.

Latent profiles of psychological status among populations cumulatively exposed to a flood and the recurrence of the COVID-19 pandemic in China.

Henan Province in Central China was hit by unprecedented, rain-triggered floods in July 2021 and experienced a recurrence of the COVID-19 pandemic. The current study aims to identify the latent profiles of psychological status and acceptance of change among Henan residents who have been cumulatively exposed to these floods and the COVID-19 pandemic. A total of 977 participants were recruited. Latent profile analysis (LPA) was used to explore underlying patterns of psychological status (i.e., perceived risk of the COVID-19 pandemic, post-traumatic stress symptoms, anxiety and rumination) and acceptance of change. The predictors were evaluated with multinomial logistic regression. LPA identified four patterns of psychological status and acceptance of change: high distress/high acceptance (5.1%), moderate distress/moderate acceptance (20.1%), mild distress/mild acceptance (45.5%), and resilience (29.3%). The additive impact of the floods and COVID-19 pandemic and negative emotion during the floods were the risk factors, while flood coping efficacy, trust, and a closer psychological distance change were the protective factors. The present study therefore provides novel evidence on psychological status after both a natural disaster and a major public health event. The cumulative effects of the floods and the COVID-19 pandemic may have heightened the risk of post-disaster maladaptation. A complex relationship between psychological outcomes and acceptance of change was also found. The findings of this study thus provide a foundation for both disaster management and psychological assistance for particular groups.

Psychometric Evaluation of the Cooper-Norcross Inventory of Preferences-Therapist Version.

The Cooper-Norcross Inventory of Preferences (C-NIP) is a commonly used and psychometrically validated measure of client preferences in therapy. However, the C-NIP version for therapists (C-NIP-T) has not yet been validated. This study aimed to develop a Chinese version of the C-NIP-T and test its factor structure, reliability, and concurrent validity. A national sample of 1,054 Chinese mental health professionals completed the C-NIP-T and provided relevant demographic information. Confirmatory factor analysis (CFA) and exploratory structural equation modeling (ESEM) were used to examine the factor structure of the C-NIP-T. ESEM provided stronger evidence than CFA for the hypothesized four-factor model. Internal consistency coefficients (Cronbach's α) of the four subscales ranged between .60 and .76. Full or partial scalar invariance was established across therapists' therapeutic orientations, gender, personal therapy, and clinical experience. There were significant differences in subscale scores among therapists who identified as cognitive/cognitive-behavioral, psychoanalytic/psychodynamic, and humanistic/client-centered, supporting the concurrent validity of the C-NIP-T. The C-NIP-T is a psychometrically sound measure that can be used to assess therapists' preferences about therapy.

QT interval is correlated with and can predict the comorbidity of depression and anxiety: A cross-sectional study on outpatients with first-episode depression.

Object: Patients with depression are at an increased risk for developing cardiovascular diseases. The associations between electrocardiogram (ECG) abnormalities and the severity of psychiatric disorders, such as depression and anxiety, have not been clearly elucidated. The present study aims to investigate the associations between depression and anxiety symptoms with ECG indices, and to predict the severity of depression and anxiety using ECG indicators. Methods: 61 outpatients with first-episode depression from the Shanghai Pudong New Area Mental Health Center were selected and met the diagnostic criteria of DSM-IV. All participants provided self-reported scores on the Zung Self-Rating Depression Scale (SDS) and Zung Self-Rating Anxiety Scale (SAS) and underwent the standard 12-lead ECG assessment. Results: Among the 61 included outpatients (mean [standard deviation, SD] age: 37.84 [13.82] years; 41[67.2%] were female), there were 2 (3.3%) outpatients without depression symptoms, 16 (26.2%) with mild depression, 19 (31.1%) with moderate depression, and 24 (39.3%) with severe depression. Ten (16.4%) outpatients did not have anxiety symptoms, 19 (31.1%) exhibited mild anxiety, 20 (32.8%) exhibited moderate anxiety, and 12 (19.7%) exhibited severe anxiety. Only 1 (1.6%) outpatient exhibited neither depression nor anxiety, 9 (14.8%) and 1 (1.6%) outpatients only exhibited depression and anxiety, respectively, and most outpatients (50 [82.0%]) had comorbid depression and anxiety symptoms. In the correlation analysis, depression and anxiety severity levels were significantly positively correlated (r = 0.717, p < 0.01). Moreover, categorical anxiety significantly differs in QT interval (p = 0.022), and continuous SAS scores were significantly correlated with QT interval (r = 0.263, p = 0.04). In addition, the correlations between ECG measurements and both categorical depression and continuous SDS scores were not statistically significant. The comorbidity of anxiety and depression was significantly correlated with heart rate (p = 0.039) and QT interval (p = 0.002). Disorder status significantly differed with different QT intervals (p = 0.021). In the prediction analysis, QT interval was the only significant predictor (p = 0.01, b = 0.058, Odds Ratio = 1.059) for comorbid anxiety and depression symptoms. Conclusion: This study found that comorbid symptoms of depression and anxiety were significantly associated with QT interval and heart rate. Additionally, QT interval could predict the comorbidity of these two psychiatric disorders. Further prospective research in a larger and high-risk population is needed.

Caregivers' burden and schizophrenia patients' quality of life: Sequential mediating effects of expressed emotion and perceived expressed emotion.

Background: Increasing attention has been paid to the role of caregivers' burden in affecting quality of life (QoL) of schizophrenic patients. However, less is known about potential mediation mechanisms underlying this relationship. The current study aimed to explore the sequential mediating effect of expressed emotion and perceived expressed emotion on the relationship between care burden and QoL among people with schizophrenia. Methods: 135 Chinese families (one patient and one caregiver) participated in this study. Caregivers reported their care burden and expressed emotion, patients reported their perceived expressed emotion and QoL. Results: The results of the correlation analysis showed that care burden was negatively related to patients' QoL, including physical, psychological, and social relationships domains, with patients' sex, age, educational level, employment status, and medication-taking as covariates. The sequential mediating effects of criticism and perceived criticism between care burden and QoL were not significant. However, the sequential mediating effects of emotional over-involvement and perceived emotional over-involvement (EOI) between care burden and QoL (including physical and psychological domain) were significant. Conclusion: The results indicated that reducing the burden and expressed emotion of caregivers could be helpful to improve schizophrenia patients' QoL.

Design and Implementation of Online Intelligent Mental Health Testing Platform.

In order to solve the problems of high misevaluation rate and low work efficiency in the process of mental health intelligent evaluation, a method of mental health intelligent evaluation system oriented to the decision tree algorithm is proposed. First, the current research status of mental health intelligent evaluation was analyzed and the framework of mental health intelligent evaluation system was constructed. Then, the mental health intelligent evaluation data were collected and the decision tree algorithm was used to analyze and classify the mental health intelligent evaluation data to obtain the mental health intelligent evaluation results. Finally, specific simulation experiments are used to analyze the feasibility and superiority of the mental health intelligent evaluation system. The experimental results show that the recall rate of each system increases with the increasing number of iterations, and the system has the highest recall rate. Also, it is stable after the number of iterations reaches 20, with good recall and adaptive scheduling performance. The recall rate of comparison system 1 and comparison system 2 fluctuates greatly, and the recall rate is lower than that of the system in this paper. It is proved that the method of the mental health intelligent evaluation system of the decision tree algorithm can effectively solve the problem and improve the accuracy of the mental health intelligent evaluation. The efficiency of mental health intelligent evaluation is improved, and the system stability is better, which can meet the actual requirements of current mental health intelligent evaluation.

Correction: Effect of the "Art Coloring" Online Coloring Game on Subjective Well-Being Increase and Anxiety Reduction During the COVID-19 Pandemic: Development and Evaluation.

[This corrects the article DOI: 10.2196/37026.].