Masking our emotions: Emotion recognition and perceived intensity differ by race and use of medical masks.

Although medical masks have played a key role in decreasing the transmission of communicable disease, they simultaneously reduce the availability of nonverbal cues fundamental to social interaction. In the present study, we determined the collective impact of medical masks on emotional expression recognition and perceived intensity as a function of actor race. Participants completed an emotional expression recognition task involving stimuli with or without medical masks. Across six basic emotional facial expressions, medical masks were associated with significantly more emotional expression recognition errors. Overall, the effects associated with race varied depending on the emotion and appearance of masks. Whereas recognition accuracy was higher for White relative to Black actors for anger and sadness, the opposite pattern was observed for disgust. Medical mask-wearing exacerbated actor-race related recognition differences for anger and surprise, but attenuated these differences for fear. Emotional expression intensity ratings were significantly reduced for all emotions except fear, where masks were associated with increased perceived intensity. Masks further increased already higher intensity ratings for anger in Black versus White actors. In contrast, masks eliminated the tendency to give higher intensity ratings for Black versus White sad and happy facial expressions. Overall, our results suggest that the interaction between actor race and mask wearing status with respect to emotional expression judgements is complex, varying by emotion in both direction and degree. We consider the implications of these results particularly in the context of emotionally charged social contexts, such as in conflict, healthcare, and policing.

Happiness predicts compliance with preventive health behaviours during Covid-19 lockdowns.

To combat the public health crisis of Covid-19, governments and public health officials have been asking individuals to substantially change their behaviours for prolonged periods of time. Are happier people more willing to comply with such measures? Using independent, large-scale surveys covering about 79,000 adult respondents across 29 countries, including longitudinal data from the UK, we find that life satisfaction predicts compliance with preventive health behaviours during Covid-19 lockdowns, especially the number of weekdays stood at home (ß = 0.02, p < 0.01). The association is stronger for higher levels of life satisfaction (e.g. ß = 0.19, p < 0.01, 7 on a 0-to-10 scale). Lower life satisfaction, on the contrary, predicts lower compliance (e.g. ß = 0.02, p > 0.10, 2 on a 0-to-10 scale). We explore risk-avoidance and pro-social motivations for this relationship, and find suggestive evidence that people who are older or have certain medical preconditions seem to be behave in line with risk-avoidance, whereas motivations of people who are less at risk of Covid-19 seem more mixed. While it is difficult to estimate the relationship between life satisfaction and compliance behaviour due to potential confounders and unobserved heterogeneity, our findings suggest that life satisfaction is important, both for complying with preventive health measures and as a policy end in itself.

Are medical students happy despite unhappy conditions: a qualitative exploration of medical student cohorts during disruptive conditions.

BACKGROUND: Shortly after the World Health Organization declared the SARS-CoV-2 outbreak a worldwide pandemic, medical school governing bodies issued guidance recommending pausing clinical rotations. Prior to the availability of COVD-19 vaccines, many schools implemented exclusively online curriculums in the didactic and clinical years. These unprecedented events and paradigm changes in medical education could contribute to trainee burnout, wellness, and mental health. METHODS: This single-institution study interviewed first, second, and third-year medical students from a medical school in the southwestern United States. A semi-structured interview was conducted with paper-based Likert scale questions rating perceived happiness were administered both at the time of the interview and one year later in order to understand how their student experience and happiness were impacted. In addition, we asked participants to describe any major life events they experienced since the first interview. RESULTS: Twenty-seven volunteers participated in the original interview. Twenty-four from the original cohort participated in the one-year follow-up. Happiness as a sense of self and who you "should be" was challenged during the pandemic and changes in happiness over time were not systematic across classes. Stress was caused not only by the pandemic which was experienced by all, but by a tripartite state of individual circumstances, academic workload requirements, and the world at large. Primary themes from the interviews were clustered around the individual, learner, and future professional levels and focused on the primacy of relationships, emotional wellness, stress management, professional identity, and impacts of educational disruptions. These themes created risk factors for developing imposter syndrome. Students demonstrated resiliency across cohorts and were able to utilize a variety of strategies to achieve and maintain both physical and mental health, but the primacy of relationships both personally and professionally was noted. CONCLUSION: Medical students' identities as individual persons, a learner, and future medical professionals were all impacted by the pandemic. The results from this study suggest that the COVID-19 pandemic and changes in the learning format and environment may create a new risk factor in the development of imposter syndrome. There is also an opportunity to re-consider resources to achieve and maintain wellness during a disrupted academic environment.

Parental Happiness Socialization and Youth Adjustment in Italy and Azerbaijan in the COVID-19 Pandemic Era.

This study aims to cross-culturally identify the parental socialization strategies in response to a child's happiness and their associations with youth academic and socio-emotional adjustment, controlling for the impact of the COVID-19 pandemic. Participants were a convenient sample of Italian (N = 606, 81.9% mothers) and Azerbaijanis (N = 227, 61.4% mothers) parents of youths (Mage = 12.89, SD = 4.06; 51% girls). Parents filled out an online survey to assess their socialization strategies in response to their children's happiness, their children's negative emotion regulation and dysregulation, academic performance, and prosocial behavior. Exploratory factorial analysis showed the presence of two factors that enclosed supportive and unsupportive parental socialization strategies. A multiple-group path analysis model showed that similarly across countries, supportive parental strategies were positively related to youths' prosocial behavior and that unsupportive parental strategies were positively related to youths' negative emotion dysregulation, and negatively related to youths' academic performance and negative emotion regulation. Those results emerged controlling for parents' and adolescents' gender and age, parents' educational level, social desirability, and Covid-related problems. This study advances cross-cultural knowledge about the impact of the strategies that parents use to socialize their children's happiness in the unique context of the COVID-19 pandemic.

Shorted Happiness at Work Scale: Psychometric Proprieties of the Portuguese Version in a Sample of Nurses.

In the last decades, happiness at work has been studied due to social changes; increased workload; stress; and, more recently, the COVID-19 pandemic. Happiness at work is considered an umbrella concept as it covers individual and organizational aspects of working life. The aim of this study is to analyze the psychometric properties of the Shorted Happiness at Work Scale (SHAW) in a sample of Portuguese nurses. A cross-sectional study with 113 Portuguese nurses, from one of the islands of the Azores, was selected through a convenience sample. A sociodemographic/professional questionnaire and the SHAW scale were applied. Through the CFA, the SHAW trifactorial model was tested according to its theoretical reference, having obtained a general tolerable adjustment index. After respecification of the model through the correlation of the errors of two items, a better adjustment was obtained, but the RMSEA value remains problematic. Additionally, the values of the coefficient of internal consistency were indicative of good fidelity. The analysis of the psychometric characteristics of the SHAW scale, in the sample of Portuguese nurses, suggests a theoretical adaptation to the model of happiness at work.

From rosy past to happy and flourishing present: Nostalgia as a resource for hedonic and eudaimonic wellbeing.

We review recent evidence of nostalgia's ability to enhance and buffer different types of wellbeing. Nostalgia has been associated with increased hedonic wellbeing (e.g., life satisfaction, happiness) in various contexts. Nostalgia is triggered by and can mitigate against threats to hedonic wellbeing. Nostalgia also increases eudaimonic wellbeing (e.g., perceptions of vitality, environmental mastery, positive relationships) and mitigates threats to eudaimonic wellbeing through varying mechanisms. Two applications of these wellbeing benefits are being explored in recent research: nostalgia can help understand how people buffer negative psychological effects of the COVID-19 pandemic; and is being harnessed for wellbeing interventions. More experimental and longitudinal research is needed to establish and maximize the potential of nostalgia for bolstering resilience.

Intended cycling frequency and the role of happiness and environmental friendliness after COVID-19.

Although the COVID-19 pandemic has contributed to an increase in cycling in many countries worldwide, it is not yet known whether this increase becomes a long-lasting change in mobility. The current study explores this increase by analyzing data collected in a U.S. nationwide longitudinal survey. Using a total of 7421 observations, a mixed logit model with heterogeneity in the means of random parameters was estimated. In the resulting sample, nearly 14 percent of the respondents stated that they were planning to cycle more while only 4 percent of the respondents stated that they were planning to cycle less post COVID-19 pandemic. The estimation results provide insights into socio-demographic and psychological factors that play a role in planned cycling behavior post COVID-19. The study also establishes that age, race, employment status, gender, and household size impact intended cycling frequency. The model estimation results further indicate that workers (full time and part time), individuals with a high degree of life satisfaction, and individuals who are environmentally friendly all have higher cycling-frequency probabilities relative to others. The findings can be used to support policies that target sustainable mobility and further our understanding of the transportation, psychology, and well-being relationships.

Machine-learning approaches to identify determining factors of happiness during the COVID-19 pandemic: retrospective cohort study.

OBJECTIVE: To investigate determining factors of happiness during the COVID-19 pandemic. DESIGN: Observational study. SETTING: Large online surveys in Japan before and during the COVID-19 pandemic. PARTICIPANTS: A random sample of 25 482 individuals who are representatives of the Japanese population. MAIN OUTCOME MEASURE: Self-reported happiness measured using a 10-point Likert scale, where higher scores indicated higher levels of happiness. We defined participants with ≥8 on the scale as having high levels of happiness. RESULTS: Among the 25 482 respondents, the median score of self-reported happiness was 7 (IQR 6-8), with 11 418 (45%) reporting high levels of happiness during the pandemic. The multivariable logistic regression model showed that meaning in life, having a spouse, trust in neighbours and female gender were positively associated with happiness (eg, adjusted OR (aOR) for meaning in life 4.17; 95% CI 3.92 to 4.43; p<0.001). Conversely, self-reported poor health, anxiety about future household income, psychiatric diseases except depression and feeling isolated were negatively associated with happiness (eg, aOR for self-reported poor health 0.44; 95% CI 0.39 to 0.48; p<0.001). Using machine-learning methods, we found that meaning in life and social capital (eg, having a spouse and trust in communities) were the strongest positive determinants of happiness, whereas poor health, anxiety about future household income and feeling isolated were important negative determinants of happiness. Among 6965 subjects who responded to questionnaires both before and during the COVID-19 pandemic, there was no systemic difference in the patterns as to determinants of declined happiness during the pandemic. CONCLUSION: Using machine-learning methods on data from large online surveys in Japan, we found that interventions that have a positive impact on social capital as well as successful pandemic control and economic stimuli may effectively improve the population-level psychological well-being during the COVID-19 pandemic.

The changes in family functioning and family happiness during the COVID-19 pandemic: The situation in Thailand.

Background: The effects of the COVID-19 pandemic on family well-being and functioning were generally a concern for healthcare providers in many countries. Objectives: To explore the changes in family functioning and family happiness during the pandemic in Thailand and to investigate factors associated with the changes in family happiness. Methods: This was a cross-sectional study conducted between November and December 2021. Online questionnaires regarding family functioning, family happiness, domestic violence, and COVID-19-related experiences were used. Results: A total of 485 participants were included in this study. The perceived family happiness slightly decreased from 8.19 (pre-pandemic score) to 7.62 (post-pandemic score). In contrast, the general family functioning (SCORE-15 index), strength, and communication subscale scores after the onset of the COVID-19 pandemic were significantly lower than those of the pre-pandemic period. Moreover, the prevalence of verbal and physical violence significantly reduced during the pandemic. In addition, the change in family functioning was the strongest factor associated with the change in family happiness. Conclusion: In general, family functioning slightly improved; however, perceived family happiness decreased during the pandemic. In addition, the change in family functioning was the strongest factor associated with the change in family happiness.

The utility of the emBODY tool as a novel method of studying complex phenomena-related emotions.

Bodily sensations are one of the major building blocks of emotional experience. However, people differ in their ability to recognise and name their emotions, especially those in response to complex phenomena such as climate change or the COVID-19 pandemic. Therefore, we investigated whether the bodily sensation maps (BSMs) approach can be employed to study emotions related to phenomena that are likely to evoke various, and perhaps even conflicting, emotions in people. Using a unique topographical self-report method-the previously established emBODY tool, 548 participants marked where in the body they feel sensations (activations and deactivations) when they experience distinct emotions (e.g. happiness) and when they think about different phenomena, namely climate change, COVID-19 pandemic, war, nature, friends, and summer holidays. We revealed maps of bodily sensations associated with different emotions and phenomena. Importantly, each phenomenon was related to a statistically unique BSM, suggesting that participants were able to differentiate between feelings associated with distinct phenomena. Yet, we also found that BSMs of phenomena showed some similarity with maps of emotions. Together, these findings indicate that the emBODY tool might be useful in uncovering the range of emotions individuals experience towards complex phenomena.

Individuals' Assessments of Their Own Wellbeing, Subjective Welfare, and Good Life: Four Exploratory Studies.

This paper reports on four exploratory online studies of how wellbeing and welfare are valued and perceived from a subjective, individual perspective. Study 1 (n = 707) compares individuals' subjective ratings and correlations of the importance of the three wellbeing dimensions happiness, meaning in life, and a psychologically rich life, as well as their welfare. Study 2 (n = 679) factor-analyses the same four (five-item) wellbeing and subjective welfare constructs. Study 3 (n = 710) gauges how individuals' global assessments of the three dimensions of wellbeing and of subjective welfare contribute to their assessments of living a good life, using stepwise regression analysis. Study 4 (n = 663) replicates the stepwise regression analysis with global measures of relative, rather than absolute, wellbeing and subjective welfare.

Happiness and social appearance anxiety in overweight young girls.

OBJECTIVE: This research was conducted to determine the relationship between social appearance anxiety and happiness in overweight young girls. SUBJECTS AND METHODS: This is a correlational descriptive study and the study sample included 343 overweight young female students from a university in eastern Turkey. A Personal Information Form, the Oxford Happiness Questionnaire-Short Form (OHQ-SF), and the Social Appearance Anxiety Scale (SAAS) were used for data collection. Descriptive statistics (percentage, mean, standard deviation), independent-samples t-test, analysis of variance, and correlation and regression analyses were used in data analysis. RESULTS: The mean age of the participants was 21.55 ± 3.03 years. About a third of the participants (30.6%) was composed by year 3 university students, 60.6% had an income level equal to their expenditure level, and 50.7% was residing in the city center. The OHQ-SF mean total score of the participants was 17.03 ± 5.86, and the SAAS mean total score was 43.36 ± 17.07. There was a moderate negative correlation between the mean scores of the OHQ-SF and the SAAS (r: -.547, p<0.001). Social appearance anxiety explained 30% of happiness in young girls participating in the study (ß: -.547, p<0.001). CONCLUSIONS: Happiness in young girls was effective on social appearance anxiety. Health professionals may also evaluate the level of happiness in the care and counseling services they provide to young girls during extraordinary circumstances such as the COVID-19 pandemic.

Emotional discourse analysis of COVID-19 patients and their mental health: A text mining study.

COVID-19 has caused negative emotional responses in patients, with significant mental health consequences for the infected population. The need for an in-depth analysis of the emotional state of COVID-19 patients is imperative. This study employed semi-structured interviews and the text mining method to investigate features in lived experience narratives of COVID-19 patients and healthy controls with respect to five basic emotions. The aim was to identify differences in emotional status between the two matched groups of participants. The results indicate generally higher complexity and more expressive emotional language in healthy controls than in COVID-19 patients. Specifically, narratives of fear, happiness, and sadness by COVID-19 patients were significantly shorter as compared to healthy controls. Regarding lexical features, COVID-19 patients used more emotional words, in particular words of fear, disgust, and happiness, as opposed to those used by healthy controls. Emotional disorder symptoms of COVID-19 patients at the lexical level tended to focus on the emotions of fear and disgust. They narrated more in relation to self or family while healthy controls mainly talked about others. Our automatic emotional discourse analysis potentially distinguishes clinical status of COVID-19 patients versus healthy controls, and can thus be used to predict mental health disorder symptoms in COVID-19 patients.

Predictors of happiness during the COVID-19 pandemic in mothers of infants and/or preschoolers: a pre-COVID-19 comparative study in Japan.

BACKGROUND: Happiness may help to prevent negative physiological outcomes in response to life events; however, factors contributing to happiness during the COVID-19 pandemic have not been longitudinally investigated. This study explored the predictors of happiness in mothers of young children in Japan using comparable data that were obtained before and during the COVID-19 pandemic. METHODS: We conducted the baseline survey in February 2020, and 4 months later, we also conducted the follow-up survey. Throughout all 47 prefectures in Japan, 4,700 (100 respondents/prefecture) mothers of infants and/or preschoolers (0-6 years) participated in the baseline online survey; 2,489 of these also participated in the follow-up survey. RESULTS: We performed hierarchical multiple regression analysis and our final model indicated that maternal happiness during COVID-19 pandemic was positively related to employment status (homemaker, ß = 0.052, p = 0.014), levels of available social support (average, ß = 0.052, p = 0.012, high, ß = 0.055, p = 0.010) and happiness score before the pandemic (ß = 0.467, p < 0.001), and satisfaction toward the measures against the COVID-19 at partners' workplace (average, ß = 0.129, p < 0.001; high, ß = 0.279, p < 0.001), preventive behavior against COVID-19 (average, ß = 0.055, p = 0.002; high, ß = 0.045, p = 0.015) and positive attitudes/thinking (ß = 0.087, p < 0.001) during the pandemic. In contrast, poor mental health (K6 ≥5, ß = -0.042, p = 0.011) before the pandemic and negative changes during the pandemic (≥3, ß = -0.085, p < 0.001) were negatively related to maternal happiness during the pandemic. Our final model explained 44.9% of the variance in mothers' happiness during the COVID-19 pandemic. CONCLUSIONS: Satisfaction toward the measures against the COVID-19 at partners' workplace, preventive behavior, and positive attitudes/thinking were especially important for maternal happiness during the COVID-19 pandemic. Future study is needed to consider measures against infectious diseases in the workplace that are desirable for the well-being of parents with young children, taking into account the gender perspective.

The effect of COVID-19 uncertainty on internet addiction, happiness and life satisfaction in adolescents.

This study aimed to determine the effects of the events during the COVID-19 epidemic on adolescents' levels of intolerance of uncertainty, internet addiction, happiness, and life satisfaction. Structural Equation Modeling was used in the analysis of the data. Adolescents' internet use increased during the epidemic process. It was found that COVID-19 events increased intolerance of uncertainty, and negatively affected internet addiction and happiness (p < 0.001). In this process, internet addiction and happiness is a mediator (p < 0.001). It is recommended to monitor adolescents' internet use during the COVID-19 process and to provide information about COVID-19.

Does Remote Work Make People Happy? Effects of Flexibilization of Work Location and Working Hours on Happiness at Work and Affective Commitment in the German Banking Sector.

(1) Background: In view of the advancing digitalization of the German banking sector, offering remote work can be an opportunity for banks to meet changing customer and employee needs at the same time. It allows flexible consultations at changing locations and, due to the high degree of autonomy, it also increases motivation, meaningfulness, happiness at work, and commitment. (2) Methods: This study used a quasi-experimental design to investigate how remote work affects happiness at work and affective commitment among employees in a German public bank. Therefore, two groups of customer advisors were examined, who work either remotely (N = 32) or stationary (N = 110) at similar tasks. (3) Results: The group comparisons show significantly higher values overall on three of the investigated four happiness dimensions ("meaningfulness", "self-actualization", and "community professional") for employees in the remote group. Commitment also differs, as employees in the remote group show significantly stronger commitment. The quantitative results were confirmed by qualitative interviews. (4) Conclusions: By investigating the positive effects of remote working, this study shows new findings on what is likely to be a growing design form of New Work in the future. The study provides evidence that self-selected work environments and working hours offer an opportunity to make work more conducive to happiness-even in a sector that still undergoes significant shifts.

Resilience Improves the Quality of Life and Subjective Happiness of Physiotherapists during the COVID-19 Pandemic.

Resilience is an individual characteristic that protects mental health. However, its impact on the lives of Brazilian physiotherapists during COVID-19 is not known. This study aimed to analyze whether resilience modulates the perceived quality of life (QoL) and subjective happiness (SH) of physiotherapists who work with COVID-19 patients, compared with those who do not. A cross-sectional study was conducted between 22 August and 22 October 2020. Physiotherapists working in critical and non-critical hospital sectors were invited to participate in the study. The participants completed sociodemographic questionnaires and were graded on the 14-item Resilience Scale, 36-item Short-Form Health Survey (SF-36), and the Subjective Happiness Scale. In total, 519 physiotherapists were enrolled in the study. Physiotherapists with low resilience who worked with COVID-19 patients reported lower scores on the SF-36 subscales (except for social functioning) and the Subjective Happiness Scale, compared with those with high resilience who did not work with COVID-19 patients. These responses were modulated by age, sex, absence from work, receipt of personal protective equipment, host leadership, and practice and maintenance of regular physical activity. In conclusion, physiotherapists with low resilience who worked with COVID-19 patients presented lower perceptions of QoL and SH, compared with the other study participants.

The Role of Resilience, Happiness, and Social Support in the Psychological Function during the Late Stages of the Lockdown in Individuals with and without Chronic Pain.

There is mounting evidence to suggest that individuals with chronic pain adjusted poorly to and were impacted negatively by social distancing measures during the lockdown. However, there is limited data on the factors that might protect against the negative effects associated with social distancing measures, as most research has been conducted in the general population and in the initial stages of the lockdown. The aim of this study was to improve the understanding of the role that resilience, happiness, and social support, all factors that are thought to have a protective role, played in the psychological function (measured as anxiety, depression, and stress) to the social distancing measures during the late stages of the lockdown in a sample of adults with and without chronic pain living in Spain. A group of 434 adults responded to an online survey and provided information on sociodemographic issues, which included measures of pain, perceived health and quality of life, depression, anxiety, stress, resilience, happiness, and social support. The data showed that individuals with chronic pain (N = 200; 46%) reported statistically significant worst psychological function, that is to say, they reported higher levels of anxiety, depression, and stress (all ps < 0.001). Resilience, social support, and happiness proved to be significant predictors of anxiety, depression, and stress, after controlling for the effects of age, gender, and chronic pain. Although the effect sizes were small to medium, they are consistent with the findings of other studies. The findings from this study provide important additional new information regarding the associations between resilience, happiness, and social support and the adjustment to the social distancing measures during the late stages of the lockdown. These findings can be used to develop programs to improve adjustment to and coping with the demands of social distancing measures.