Examination of the Effects of COVID-19 on Happiness in Different Geographical Regions with Piecewise Linear Panel Data Models

The COVID-19 pandemic has recently caused the loss of millions of lives, and billions of others have been deeply affected. This crisis has changed the way people live, think about life, and perceive happiness. The aim of this study is to reveal differences between geographical regions by investigating the effect of the happiness variable on different countries during the international COVID-19 pandemic. The primary purpose is to demonstrate how such a pandemic may affect different countries in terms of happiness at the individual level and to identify possible strategies for the future. With this aim, both static and dynamic panel data models were used while applying fixed effects, random effects, and the generalized method of moments (GMM). A basic assumption in panel data models is that the coefficients do not change over time. This assumption is unlikely to hold, however, especially during major devastating events like COVID-19. Therefore, the piecewise linear panel data model was applied in this study. As a result of empirical analysis, pre- and post-COVID differences were seen between different geographical regions. Based on analysis conducted for three distinct geographical regions with piecewise linear models, it was determined that the piecewise random effects model was appropriate for European and Central Asian countries, the piecewise FGLS model for Latin American and Caribbean countries, and the piecewise linear GMM model for South Asian countries. According to the results, there are many variables that affect happiness, which vary according to different geographical conditions and societies with different cultural values.

Moonlighting Behavior among Migrants: Determinants and Implications for Wellbeing in South Africa

Notwithstanding the wealth of research on migration and subjective wellbeing, the issue of moonlighting and its welfare implication among migrants has not been thoroughly explored in empirical literature. Using rich individual-level panel data from the University of Cape Town's National Income Dynamics Study (NIDS), this study established a number of interesting findings: (a) there is moonlighting among international migrants;(b) hours spent on the primary job and financial motive, among other socio-demographic factors are key predictors of moonlighting;(c) international migrants are more likely to have more than one job, very often to meet contingencies, but mostly to help smoothen consumption over the life cycle;and (d) individuals who spend more hours on their primary job are less likely to moonlight. Regarding wellbeing and happiness, it is evident that moonlighting and hours spent on primary jobs negatively influence self-reported wellbeing and happiness. Given the ravaging effects of the COVID-19 pandemic, and the potential change in the dynamics of the post-pandemic migration trajectory, job search strategies and economic activities, gaining a deeper appreciation of moonlighting and its implication on the wellbeing of migrants is essential to national and international policy rethinking in order to achieve a triple win for the migrant, the host and origin countries. © 2022, University of the Western Cape. All rights reserved.

Data analysis and prediction on world happiness score 2020

Happiness is vague and multifaceted, with a plethora of philosophers who have sought to define and understand how it works through the ages. This is the go-to phrase for many people when encouraging someone to live their best life within their means. This article uses the machine learning approach to explain and predict happiness scores. The contribution of this work has three parts: data understanding and cleaning, data analysis and visualization, and modeling and prediction. The following five prediction models are used: linear regression, random forest regressor, decision tree, Bayesian linear model, and Lasso Lars. GDP per capita, freedom to make life choices, and Life expectancy are significant determinants of happiness scores to predict future scores. This is not conclusive as unforeseen occurrences like pandemic, natural disasters, and economic meltdowns happen, even to the most stable countries. Thus, these scores change. Family is also important as we see a reasonable correlation between Social status and Happiness score, so, hold your loved ones dear. © 2023 Author(s).

Enumerating happiness index during COVID-19 lockdowns using artificial intelligence techniques

Happiness index is an all-inclusive methodology to assess well-being and happiness aspects of human resilience and sustainability. Pandemic like COVID-19 has brought deep level changes to human lifestyle and social behaviours. The world has been reshaped and life has more than likely changed permanently. This has led to calls for mental health, yet there is a dire need to introspect the mental state of health and behavioural changes. Happiness index is calculated based on factors such as GDP, freedom to make choice, health life expectancy and social support. These factors are analysed using datasets from social media with machine learning algorithms to map human response to the pandemic. This research focuses on use of artificial intelligence on the impact of lockdowns due to COVID-19 on the global happiness index.

Connection, desperation and disillusionment: Exploring student wellbeing at a university in South Africa during the COVID-19 pandemic

University students' mental health and wellbeing has been a global public health issue of increasing concern in recent years, with a growing body of empirical evidence suggesting university students are a 'very high-risk population' for mental disorders and psychological distress. Pre-existing mental health challenges among university students have consequently been compounded by the global COVID-19 pandemic. A sample of 20 students registered in the education faculty at a large urban university in South Africa participated in a Photovoice study. The research required them to capture three photos or images of their experiences of wellbeing during the pandemic. The findings showed that students experienced mental health concerns and disillusionment with higher education. Their wellbeing was associated with a sense of connection with themselves, their peers and the campus space, and the cultivation of resilience.

Dajia Mazu Pilgrimage Show: Exploring the Sustainable Development of Taiwan's Religious Tourism from the Perspectives of Attraction, Happiness, and Revisit Intention

The Dajia Mazu pilgrimage is one of the most well-known events in the world. It not only satisfies tourists' spiritual desires for religious beliefs but also drives the development of destination tourism. In recent years, the tourism industry has been severely impacted by COVID-19. However, tourists participating in the Dajia Mazu pilgrimage continue to do so without fear of the pandemic. Therefore, understanding the relationship between tourists' attraction to religious tourism, perception of happiness, and willingness to revisit can contribute to the sustainable development of religious tourism, especially in the context of COVID-19. Accordingly, this study explored the sustainable development of Taiwan's religious tourism from the perspectives of tourism attraction, experiential value, happiness, and revisit intention. The study conducted quantitative research to address the research issue. Three hundred and fifty valid questionnaires were collected through on-site questionnaire distribution, and the data were analyzed by descriptive statistics and the structural equation partial least squares method. According to the results, the tourism attraction of the Dajia Mazu pilgrimage and the experiential value of tourists significantly impact happiness and revisit intention. Happiness is part of the intermediary variables of tourism attraction, experiential value, and revisit intention. Notably, the attraction of the Dajia Mazu pilgrimage and the experiential value pursued by tourists have not diminished despite the pandemic. Instead, the attraction has become an opportunity for tourists to seek spiritual comfort and support sustainable religious tourism development. Accordingly, spiritual comfort and maintaining their health and safety can be considered strategies to promote the sustainability of religious tourism in Taiwan.

Mathematics Students' Coping Behaviour, Happiness, and Self-efficacy in the New Normal: Correlation and K-means Cluster Analysis

Students in distance education are expected to have low levels of happiness in learning. As such, they must possess coping behaviour and self-efficacy to become motivated in school. This article aims to depict the level of students' coping behaviour, happiness, and self-efficacy in learning mathematics amid the COVID-19 pandemic and determine their association. Primary data were gathered through Google Forms from 233 available Philippines. The data were summarized through selected descriptive statistics and depicted their relationship with the aid of Spearman rho correlation. In addition, Kmeans clustering was employed to categorize the students into similar characteristics in regard to coping, happiness, and efficacy. The results showed that students during the pandemic are coping, moderately happy, and possess moderate self-efficacy. The correlation analysis revealed that students' coping behaviour, happiness level, and selfstudents' coping, happiness, and efficacy levels must go together to achieve a good means clustering analysis revealed that there are a group of students with significantly mathematics teachers must encourage their students to engage in the classroom to boost the health crisis.

Smart human resource analytics for happiness management

PurposeThe coronavirus disease 2019 pandemic changed the lives of people around the world. In a post pandemic era, leaders have a role to enable the changes needed to make workplaces smart and happier. The aim of this study is to look at human resource management (HRM) from new perspectives: being smart and happy in the workplace. Some research questions are proposed: What do we know about smart human resources (smart HR)? What do we know about human resource analytics (HRA)? and how can future research on smart and happy HRM be oriented?Design/methodology/approachA bibliometric technique is used to identify the main topics studied in smart HR and HRA. A logical reasoning is applied to propose future research models.FindingsFor smart HR, the roadmap considers the approaches, practices and purposes. For HRA, the roadmap shows what are the perspectives HR processes, tools and its usefulness. Considering the context of Industry 5.0 and post pandemic era, a future research line for studying smart HRA for happy management is proposed.Originality/valueThis study has developed a proposed model to guide future research on the application of HRA to manage smart and happy workers.

Age differences in mental health from May through August 2020 among U.S. adults: trajectories and the role of pandemic, lifestyle, and social factors.

Objectives: Using nationally representative data among U.S. adults, we assess age differences in changes in mental health both from 2018 to May 2020 and during the pandemic. We also examine factors explaining age differences in mental health.Methods: We analyzed 2018 General Social Survey data (N = 2,348; age 18-89) and three waves of COVID Response Tracking Study data (N = 2,279; age 20-94) spanning May-August 2020. Outcomes included happiness, loneliness, stress, positive affect, and negative affect.Results: U.S. adults reported greater loneliness and less happiness in May 2020 versus 2018. Only loneliness and negative affect changed significantly from May to August 2020, showing declines. Mental health trajectories did not differ significantly by age. Overall, older adults reported lower loneliness, stress, and negative affect than younger adults during 2020. Older age was associated with two factors linked with better mental health: less likelihood of COVID-19 exposure and greater satisfaction with social activities and relationships. However, none of the factors examined herein explained age differences in mental health.Conclusion: Although mental health trajectories during the pandemic were similar across ages, older adults tended to report better mental health than younger adults. Future research should identify factors that explain age differences in mental health that persisted into 2020.

Does awareness of COVID-19 matter? Investigating the effect of fear of COVID-19 and stress on subjective well-being

This study investigates the effect of fear of COVID-19 on subjective well-being via the mediating role of perceived stress. The moderating role of awareness of COVID-19 on the mediation model is also tested. This study employed a longitudinal correlation design with a three-wave data collection technique. The data were collected using a snowballing sampling technique where participants were recruited through online advertisements. Finally, 345 responses were included in the analysis after dropping participants who did not fully complete the study and failed the attention check items. The measures included fear of COVID-19, perceived stress, subjective well-being and awareness of COVID-19 and were administered using an online survey platform. The results suggested that fear of COVID-19 adversely impacted subjective well-being while perceived stress partially mediated the relationship. Additionally, awareness of COVID-19 moderated the relationship between fear of COVID-19 and perceived stress. The effect of fear of COVID-19 on perceived stress was more positive for those who had high awareness of COVID-19, consequently lowering subjective well-being. This study is among a few studies investigating a mechanism that explains the effect of fear of COVID-19 on subjective well-being.

"A balancing act of keeping the faith and maintaining wellbeing": perspectives from Australian faith communities during the pandemic

PurposeThe pandemic presented many new challenges is all spheres of life including faith communities. Around the globe, lockdowns took pace at various stages with varying restrictions that included the closure of places of worship which significantly affected the way people serve God and gather as a community. The purpose of this study was to investigate the impact of the Covid-19 pandemic on the wellbeing and resilience of members of Christian faith communities in Melbourne (Australia) who had experienced one of the longest lockdowns in the world.Design/methodology/approachThe authors draw on online survey N = 106 collected between November 2021 and May 2021. Participants were over the age of 18 from Catholic, Anglican, Uniting Church, Baptist and Pentecostal/Evangelical faith communities. They employ thematic analysis to analyze, and code open-ended responses from four questions in relation to the research question: In what ways has your wellbeing been impacted during the pandemic?FindingsMelbourne experienced one of the longest lockdown periods in the world between 2020 and 2021 when blended modes of worship forced people to congregate in new and different ways. The empirical insights of participants express their views in relation to celebrating faith and hope, connecting with community, pursuing leisure activities and pursuing leisure in relation to the PERMA model of wellbeing. The findings may resonate with other faith communities in Melbourne and around the globe. They may also lead to new and innovative ways of planning and envisioning modes of worship that may be helpful in a variety of faith contexts.Research limitations/implicationsThe research was limited by its sample size (N = 106) and its geographical restriction of Christian faith communities in the Melbourne metropolitan area. This means that broad generalizations cannot be made. Nevertheless, the findings may resonate with other faith communities in Australian and in other parts of the world.Practical implicationsIn highlighting the impact COVID-19 had in Australia and ways people balanced their sense of faith and wellbeing, this study raises concerns about the lack of funding that supports mental health initiatives in faith settings and the wider community. The study recommends that faith community leaders and members use informal communication channels to foster hope building wellbeing and resilience, and that pastoral care networks be established in the wider community to promote leisure activities that nurtures social connection, builds faith and resilience.Social implicationsWhilst the pandemic has provided new openings for members of faith communities to engage with God, the scriptures, each other and leisure, it remains "a balancing act of keeping the faith and maintaining wellbeing". Such a balancing act may positively enliven a sense of wellbeing and resilience as people continue to navigate the uncertainty inherent in a milieu beginning to be named as "post-Covid".Originality/valueThis is an original work carried out by the authors. It raises concerns about the lack of funding that supports mental health initiatives in faith settings and the wider community. While much research, news and social media discussed the pandemic's impact on communities, there is an urgent need for ongoing research that encourages, supports and connects people to faith and to leisure activities in order to promote a continued sense of wellbeing as communities begin to transition to a "post-Covid" world. This study contributes to the growing body of knowledge about the impact COVID-19 had in Australia and ways people balanced their sense of faith and wellbeing.

Exploring the Associations between Happiness, Lifesatisfaction, Anxiety, and Emotional Regulation among Adults during the Early Stage of the CO VID-19 Pandemic in Russia

The COVID-19 pandemic is not only a world health crisis, but also an ordeal for people's mental health and psychological well-being. The period of the COVID-19 lockdown has changed everyday life and increased anxiety, fears, and stress from habitual activities such as meetings, shopping, and the use of public transport. As the worry and nervousness increase, they threaten the cognitive (Life-satisfaction) and emotional (Happiness) components of well-being. Emotional regulation strategies are a mechanism to cope with the threat. Objective. This study assessed the impact of anxiety, perceived stress from COVID-19, and emotional regulation strategies on well-being during the first weeks of the lockdown in Russia. Design. Questionnaire-based surveys were conducted online from March 31 to April 30, 2020. A total of 589 participants (18 to 73 years of age) were recruited. The Subjective Happiness Scale, Satisfaction with Life Scale, Zung's Self-Rating Anxiety Scale, Emotion Regulation Questionnaire, and Perceived Source of Stress from COVID-19 scales were used. Results. Among the various sources of stress, only that from restrictions on everyday life impacted well-being. High anxiety, but not perceived stress, decreased the feelings of Happiness and Life-satisfaction. Additionally, emotional regulation strategies played different roles in their impact on well-being: Cognitive reappraisal lowered negative emotions, but emotional suppression increased dissatisfaction with life. Conclusion. These findings suggest that people's effective and relevant regulation of their emotions during public health emergencies and ability to avoid losses caused by crisis events, have become urgent needs, requiring the development of psychological interventions to support well-being. © 2023, Psychology in Russia: State of the Art. All Rights Reserved.

Charting well-being over adulthood into pandemic times: a longitudinal perspective

The purpose of this study is to investigate how well-being changes over the adult life course from early adulthood in 1998 through to the COVID-19 pandemic in 2021. We identify diverse well-being trajectories over time in a cohort of British Columbians and explore the extent to which changes in well-being associated with the pandemic varied for individuals in these different trajectory groups. Specifically, we ask: what was the effect of the pandemic on the well-being of individuals with different prior well-being trajectories over adulthood and how were these effects related to personal, educational and employment factors? To address this question, we model well-being trajectories over a large span of adulthood from the age of 28 to 51 years old. We find a diversity of distinct patterns in well-being changes over adulthood. The majority experience high well-being over time, while almost one in five experiences either chronically low or drastically decreased well-being in mid-adulthood, which coincides with the pandemic. Notably, those who have completed post-secondary education are less likely to report low well-being trajectories. Those with the lowest well-being over time also report the largest negative effects of the pandemic, which illustrates the compounding effects of the pandemic on existing inequalities.

The Impact of the COVID-19 Pandemic on Retrenchment, Vaccinations, and Global Happiness

COVID-19's impacts have spread widely in all directions such as economy, people's lifestyles and well-being. Though existing studies have highlighted such an impact, it remains unclear how the current COVID-19 situation has affected the retrenchment, vaccination and global happiness. In this paper, we present an automated tool enables the public to view various insight. In particular, we integrate and analyze the data from various data sources and show how the COVID19 has impacted Singapore and globally. We employ the regression models to identify the correlation between Human Development Index, Stringency Index, Gross Domestic Product per Capita, Total Deaths from COVID-19, and Total Cases of COVID-19;the rate of vaccination and vaccine hesitancy;and the factors to positively correlate to the global happiness. The insight provided adds values to better fight against the COVID-19 pandemic and future global crisis. © 2023 IEEE.

Depressive and Anxiety Symptoms Were More Common for Transgender Individuals Whose Gender-Affirming Surgeries Were Cancelled or Delayed Due to COVID-19: A Global Cross-Sectional Study

Gender-affirming surgeries, which have well-established mental health benefits, were cancelled and delayed for transgender people worldwide during the COVID-19 crisis. Of 253 scheduled gender-affirming surgeries among transgender adults across 35 countries in late 2020, 27% (n=69) reported that the COVID-19 crisis limited their access to gender-affirming surgery (i.e., cancelled, postponed indefinitely, or rescheduled). In adjusted models, respondents with reduced access to surgeries were somewhat more likely to screen positive for depressive or anxiety symptoms, whereas those who maintained access were more likely to report higher levels of happiness. Our findings illustrate the transgender-specific harms of the COVID-19 crisis on gender-affirming surgeries and mental health.

Nutrition Modification in the COVID-19 Quarantine Process: Focus on Sleep Alteration, Anxiety and Happiness Factors

Objective: Coronavirus disease-2019 pandemic has made the quarantine process essential to protect public health and prevent the risk. The aim of this study was to evaluate the effect of the quarantine process applied in Turkish speaking population on nutritional changes. Additionally, the relationship between nutritional and sleep pattern changes, anxiety and happiness status was evaluated. Materials and Methods: A questionnaire form was applied via the Google Forms application. General information was questioned with a socio-demographic form. Changes in nutrition and sleep patterns were obtained with closed-ended questions asked using the self-assessment method, and the levels of anxiety and happiness were obtained using the Likert-type question technique. Results: Total of 900 people who completed the questionnaire were included. Almost half of the participants reported that they experienced nutritional changes and 54.1% did not. Also, it was determined that females experienced more than males (p <= 0.001). Participants reported that the quarantine process also caused sleep pattern changes. However, nutritional changes were also found to be significantly higher in participants who experienced sleep pattern changes. It was shown that increased happiness and anxiety levels were associated with nutritional changes (p <= 0.001). Regardless of nutrition, sleep pattern changes were more common who reported high anxiety and better happiness status (p <= 0.001). It was found that females had more sleep problems than males during the quarantine period (p=0.006). Conclusion: People responsible for public health should be aware of crisis processes such as quarantine may cause short and/or longterm health problems in public health and should try increasing social and individual awareness

Investigating Novel Risk Factors for Training Injuries Among Runners of the New York City Marathon

Purpose: Given the high incidence of injury duringmarathon training, a better understanding of the factors associated with injury is needed. The purpose of the study was to investigate an expanded set of baseline factors of marathon runners to determine the association with injury during training. Method(s): Adult registrants of the 2022 New York City Marathon were recruited by email for a 16-week observational study. The baseline survey included demographics, running/injury/COVID history, race goal, orthotic use, grit scale, risk-taking scale, injury risk self-assessment, happiness and life satisfaction scales, and perceived risks of running. Injury surveys were collected weekly during training. Result(s): A total of 894 runners registered for the study and were uninjured at the start of the study. Average age was 44.5 years (standard deviation 11.8), 55% were female, and 76% had previously participated in a marathon. During the 16 weeks before the race, 221 of 894 (24.7%) experienced an injury, including 36 of 894 (4.0%) who did not participate in the race. Each of the baseline factors were assessed in a logistic regression model controlling for age, sex, body mass index, base weekly mileage, and number of prior marathons. The baseline factors associated with injury were orthotic use (odds ratio [OR] 1.75, 95% confidence interval [CI] 1.12-2.74, P = 0.01), happiness (OR 0.71, 95% CI 0.58-0.88, P = 0.001), and injury risk self-assessment (OR 1.13 for each 10% selfassessed risk, 95% CI 1.05-1.21, P = 0.001). There was no association with age, sex, body mass index, running/injury/ COVID history, race goal, grit, risk-taking behavior, life satisfaction, and perceived risks of running. Conclusion(s): Although age, sex, experience, and history of injury have been previously identified as risk factors for running-related injury, this was not the case in this large cohort of runners training for a marathon. Instead, orthotic use and self-assessed risk of injury were associated with higher rates of injury training, and a higher level of happiness was associated with lower rates of injury. Significance: The results show the value of a comprehensive running injury risk assessment, which could be standardized to facilitate comparative research. Accounting for these factors is important when assessing future injury prevention interventions.

Healthcare in the Himalayan Kingdom of Bhutan: Lessons for the United States and other western healthcare systems

Bhutan has demonstrated a trajectory of advances in healthcare, while still remaining true to its culture and traditional forms of medicine. Most recently, Bhutan gained international attention when it implemented a strategic Covid-19 vaccination programme that protected a greater percentage of its population than observed in Western industrialised nations. This accomplishment supports the idea that there are lessons from Bhutan to be shared with the rest of the world. In this work, we delineate our observations of the Bhutanese healthcare system, based on field observations in several Bhutanese cities, and results from surveys of Bhutanese physicians. We identify a number of unique practices that influence patient compliance, health education, and access to care in the Bhutanese system, that may be of particular interest and applicability to other healthcare systems. These include housing multiple health services at one location, fully funded medical visits, using non-physician teachers for health education and use of Gross National Happiness (GNH) measures in care.

Were we happy and we didn't know it? A subjective dynamic and financial assessment pre-, during and post-COVID-19.

The COVID-19 pandemic has brought many changes into people's lives. Fear, job insecurity, changes in their financial stability, concerns about their future lives have changed the entire lives of people and have affected the cognitive well-being of individuals. The purpose of the present analysis is to measure how the COVID-19 pandemic, along with financial factors, has affected the perceived level of well-being of individuals. We are also interested whether there are differences between life before COVID-19, life now with COVID-19, and life after the COVID-19 pandemic, in terms of future expectations. To address this objective, we performed an ANOVA approach and a GLM estimate on repeated measures for a large sample (1572 respondents) from 43 worldwide countries, during the period May 2020 and July 2021. Our results show that financial factors reflected by both the size of income and changes in personal or family income affect the levels of happiness. Robustness checks using stress as an alternative estimator for happiness have consolidated our results. Additionally, we find that well-being during COVID-19 compared to the previous period decreased, while in future, people expect to be happier, but not more than in the past when they did not know about the existence of this virus. This is one of the first studies to investigate the relationship between happiness and income before, during, and after COVID-19. These findings are important for policymakers to improve the conditions of living in the areas of health and financial stability.

Introduction

When we began to plan this special issue of the Henry James Review, the world was more than a year into the COVID-19 pandemic, which was a constant subject of deep concern, disruption, anxiety, and conflict. The 2016 Henry James Review forum issue (37.3) on "Illness, Age, and Death" brought into sharp focus, as Susan M. Griffin wrote in her introduction, that "Illness, age, and death preoccupy Henry James from the beginning to the end of his writing life." Henry James's physical ailments motivated him to seek healthy living habits, from horseback riding and spa treatments, to walking and bicycling, for example.