scholarly journals TBCOV: Two Billion Multilingual COVID-19 Tweets with Sentiment, Entity, Geo, and Gender Labels

Data ◽  
2022 ◽  
Vol 7 (1) ◽  
pp. 8
Author(s):  
Muhammad Imran ◽  
Umair Qazi ◽  
Ferda Ofli
Keyword(s):  
Social Networking Sites ◽  
Large Scale ◽  
Well Being ◽  
Named Entities ◽  
Timely Access ◽  
Identification Approach ◽  
Rich Information ◽  
Multilingual Data ◽  
And Gender ◽  
Temporal Coverage

As the world struggles with several compounded challenges caused by the COVID-19 pandemic in the health, economic, and social domains, timely access to disaggregated national and sub-national data are important to understand the emergent situation but it is difficult to obtain. The widespread usage of social networking sites, especially during mass convergence events, such as health emergencies, provides instant access to citizen-generated data offering rich information about public opinions, sentiments, and situational updates useful for authorities to gain insights. We offer a large-scale social sensing dataset comprising two billion multilingual tweets posted from 218 countries by 87 million users in 67 languages. We used state-of-the-art machine learning models to enrich the data with sentiment labels and named-entities. Additionally, a gender identification approach is proposed to segregate user gender. Furthermore, a geolocalization approach is devised to geotag tweets at country, state, county, and city granularities, enabling a myriad of data analysis tasks to understand real-world issues at national and sub-national levels. We believe this multilingual data with broader geographical and longer temporal coverage will be a cornerstone for researchers to study impacts of the ongoing global health catastrophe and to manage adverse consequences related to people’s health, livelihood, and social well-being.

scholarly journals Social Media Reveals Urban-Rural Differences in Stress across China

2021 ◽  
Author(s):  
Jesse Cui ◽  
Tingdan Zhang ◽  
Dandan Pang ◽  
Kokil Jaidka ◽  
Garrick Sherman ◽  
...  
Keyword(s):  
Rural Communities ◽  
Urban Areas ◽  
Large Scale ◽  
Rural China ◽  
Well Being ◽  
Rural Regions ◽  
Rural And Urban ◽  
Urban Rural ◽  
And Gender ◽  
Different Sources

Modeling differential stress expressions in urban and rural regions in China can provide a better understanding of the effects of urbanization on psychological well-being in a country that has rapidly grown economically in the last two decades. This paper studies linguistic differences in the experiences and expressions of stress in urban-rural China from Weibo posts from over 65,000 users across 329 counties using hierarchical mixed-effects models. We analyzed phrases, topical themes, and psycho-linguistic word choices in Weibo posts mentioning stress to better understand appraisal differences surrounding psychological stress in urban and rural communities in China; we then compared them with large-scale polls from Gallup. After controlling for socioeconomic and gender differences, we found that rural communities tend to express stress in emotional and personal themes such as relationships, health, and opportunity while users in urban areas express stress using relative, temporal, and external themes such as work, politics, and economics. These differences exist beyond controlling for GDP and urbanization, indicating a fundamentally different lifestyle between rural and urban residents in very specific environments, arguably having different sources of stress. We found corroborative trends in physical, financial, and social wellness with urbanization in Gallup polls.

Supporting LGBT Lives? Complicating the suicide consensus in LGBT mental health research

Sexualities ◽  
2016 ◽  
Vol 20 (1-2) ◽  
pp. 65-85 ◽  
Author(s):  
Audrey Bryan ◽  
Paula Mayock
Keyword(s):  
Mental Health ◽  
Large Scale ◽  
Well Being ◽  
Mental Health Research ◽  
Mixed Methods Study ◽  
Sexuality And Gender ◽  
Self Harm ◽  
Lgbt People ◽  
And Gender ◽  
Health And Well Being

This article locates itself within an emergent, counter-discursive body of scholarship that is critical of universalizing depictions portraying queer-identified or LGBT youth as vulnerable and ‘at-risk’ of a range of negative mental health outcomes, including self-harm and suicidality. Drawing on key findings from a large-scale, mixed-methods study exploring the mental health and well-being of LGBT people, we seek to contribute to the development of a more expansive understanding of LGBT lives by demonstrating the diverse ways people engage with their sexuality and gender identity and illuminating the complex meanings that those LGBT people who have experienced psychological and suicidal distress ascribe to their feelings, thoughts and actions.

Personality's Correlates of Adult Development and Aging

2003 ◽  
Vol 8 (3) ◽  
pp. 131-147 ◽  
Author(s):  
Gian Vittorio Caprara ◽  
Mariagiovanna Caprara ◽  
Patrizia Steca
Keyword(s):  
Personality Traits ◽  
Adult Development ◽  
Self Efficacy ◽  
Age Groups ◽  
Well Being ◽  
Efficacy Beliefs ◽  
Cross Sectional ◽  
Education And Health ◽  
Development And Aging ◽  
And Gender

Three cross-sectional studies examined stability and change in personality over the course of life by measuring the relations linking age to personality traits, self-efficacy beliefs, values, and well-being in large samples of Italian male and female participants. In each study, relations between personality and age were examined across several age groups ranging from young adulthood to old age. In each study, personality constructs were first examined in terms of mean group differences accrued by age and gender and then in terms of their correlations with age across gender and age groups. Furthermore, personality-age correlations were also calculated, controlling for the demographic effects accrued by marital status, education, and health. Findings strongly indicated that personality functioning does not necessarily decline in the later years of life, and that decline is more pronounced in males than it is in females across several personality dimensions ranging from personality traits, such as emotional stability, to self-efficacy beliefs, such as efficacy in dealing with negative affect. Findings are discussed in terms of their implications for personality theory and social policy.

Immigrant Youth in Germany

2013 ◽  
Vol 18 (3) ◽  
pp. 158-168 ◽  
Author(s):  
Emily Frankenberg ◽  
Katharina Kupper ◽  
Ruth Wagner ◽  
Stephan Bongard
Keyword(s):  
School System ◽  
Large Scale ◽  
Age Groups ◽  
Well Being ◽  
Ethnic Discrimination ◽  
Emotional And Behavioral Problems ◽  
Sociocultural Adaptation ◽  
Age Related ◽  
German School ◽  
Transcultural Adaptation

This paper reviews research on young migrants in Germany. Particular attention is given to the question of how Germany’s history of migration, immigration policies, and public attitude toward migrants influence the transcultural adaptation of children and adolescents from different ethnic backgrounds. We combine past research with the results of new empirical studies in order to shed light on migrants’ psychological and sociocultural adaptation. Studies comparing young migrants and their German peers in terms of psychological well-being, life satisfaction, and mental health outcome suggest higher rates of emotional and behavioral problems among migrants of most age groups. With regard to adolescent populations between the ages of 14 and 17 years, however, the existence of differences between migrants and natives appears to be less clear. Research has also yielded inconsistent findings regarding the time trajectory of transcultural adaptation among adolescents. The coincidence of acculturation and age-related change is discussed as a possible source of these inconsistencies. Further, we provide an overview of risk and protective factors such as conflicting role expectations and ethnic discrimination, which may cause heightened vulnerability to adverse adaptation outcomes in some groups. Large-scale studies have repeatedly shown migrants of all age groups to be less successful within the German school system, indicating poor sociocultural adaptation. Possible explanations, such as the idiosyncrasies of the German school system, are presented. Our own studies contribute to the understanding of young migrants’ adaptation process by showing that it is their orientation to German culture, rather than the acculturation strategy of integration, that leads to the most positive psychological and sociocultural outcomes. The paper concludes by discussing implications for future cross-cultural research on young migrants and by suggesting recommendations for multicultural policies.

The role of masculine norms and gender role conflict on prospective well-being among men.

2019 ◽  
Vol 20 (1) ◽  
pp. 142-147 ◽  
Author(s):  
Aylin Kaya ◽  
Derek K. Iwamoto ◽  
Jennifer Brady ◽  
Lauren Clinton ◽  
Margaux Grivel
Keyword(s):  
Gender Role ◽  
Role Conflict ◽  
Gender Role Conflict ◽  
Well Being ◽  
Masculine Norms ◽  
And Gender

The Relationship between Body Image and Exercise Adherence in Fitness Centre Exercising Sample

2018 ◽  
Vol 1 (80) ◽  
Author(s):  
Rasa Jankauskienė ◽  
Brigita Miežienė
Keyword(s):  
Body Image ◽  
Exercise Adherence ◽  
Physical Activity Promotion ◽  
Well Being ◽  
Social Physique Anxiety ◽  
Men And Women ◽  
Activity Promotion ◽  
And Gender ◽  
Body Self ◽  
The Relationship

Research background and hypothesis. The analysis of factors which might infl uence exercise adherence is important issue for physical activity promotion. Studies show that exercisers’ body image is important factor associated with well being, exercise motivation and specifi c exercise–related behaviour.Research aim was is to examine the relationship between exercise adherence, body image and social physique anxiety in a sample of fi tness centre participants. Research methods. Members of fi tness centres (n = 217, 66 of them were women) provided their answers on exercise experience, in three subscales (appearance evaluation, appearance orientation and overweight preoccupation) of The Multidimensional Body-Self Relations Questionnaire (MBSRQ-AS; Brown et al., 1990) and Social Physique Anxiety Scale (SPAS; Hart et al., 1989). Mean age of the sample was 29.02 (9.85) years (range = 18–68 years).Research results. Women demonstrated higher appearance orientation, overweight preoccupation and social physique anxiety compared to men. However, we observed no signifi cant differences in appearance evaluation, appearance orientation and overweight preoccupation in the groups of different exercise experience of men and women. When overweight respondents (≥ 25 kg / m²) were excluded from the analysis, there were no statistically signifi cant differences observed in body image and social physique anxiety in exercise experience groups of men and women. Exercising longer than 6 years signifi cantly predicted overweight preoccupation [95% CI: 1.25–16.94] controlled by age and gender. Discussion and conclusions. Exercising men demonstrated more positive body image and lower social physique anxiety compared to women, except for appearance evaluation. There were observed no body image and social physique relationships with exercise adherence observed in the sample of fi tness centre participants, however, exercise experience longer than 6 years predicted overweight preoccupation.Keywords: body image concerns, exercise experience, self-presentation.

Large-Scale Demonstration Experiment of Mental Imagery Ability

1993 ◽  
Vol 76 (3_suppl) ◽  
pp. 1089-1090 ◽  
Author(s):  
F. Richard Ferraro
Keyword(s):  
Gender Differences ◽  
Individual Differences ◽  
Present Article ◽  
Mental Imagery ◽  
Large Scale ◽  
Introductory Psychology Class ◽  
Imagery Ability ◽  
Psychology Class ◽  
Demonstration Experiment ◽  
And Gender

The present article describes a demonstration experiment used in a large introductory psychology class pertaining to mental imagery ability. The experiment is effective in providing a concrete instance of mental imagery as well as an effective discussion regarding individual differences and gender differences in imagery ability.

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