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Articles 1 - 30 of 142
Full-Text Articles in Industrial and Organizational Psychology
Variability In Perceptions Of Complementary Health Approaches Among Graduate Student Trainees, Delaney C. Bilodeau
Variability In Perceptions Of Complementary Health Approaches Among Graduate Student Trainees, Delaney C. Bilodeau
Theses and Dissertations
Complementary Health Approaches (CHAs) encompass a diverse range of practices which are often used both independently and alongside conventional medical treatments. Understanding how graduate students training in different fields perceive CHAs is important because these professional trainees will go on to occupy roles as healthcare practitioners, researchers, policy makers, and consumers. This study used sequential rank agreement methods (Ekstrøm, Gerds, & Jensen, 2019) to investigate variations in perceptions of CHAs in a sample of graduate students (N = 416) from 140 possible training programs. Ratings of CHA familiarity, perceptions of CHA legitimacy, and willingness to recommend CHAs were compared …
The Relation Between Disordered Eating And Perceived Stress, Tori E. Byars
The Relation Between Disordered Eating And Perceived Stress, Tori E. Byars
Electronic Theses and Dissertations
Disordered eating behavior encompasses a spectrum of maladaptive eating patterns, including emotional eating, binging, restricting, and other similar behaviors. Perceived stress is the extent that an individual perceives their demands exceed their ability to cope. Existing research has demonstrated a positive relation between high ratings of perceived stress and disordered eating behaviors (King et al., 2009; Skead et al., 2018). The current study aimed to expand this research by examining the relation between disordered eating and stress in students, workers, and those who partake in both commitments. Utilizing a single survey, participants completed assessments including the Perceived Stress Scale, the …
The Impact Of The Covid-19 Pandemic On The Well-Being Of People Incarcerated In United States Prisons, Kimberly Rivera
The Impact Of The Covid-19 Pandemic On The Well-Being Of People Incarcerated In United States Prisons, Kimberly Rivera
Department of Sociology: Dissertations, Theses, and Student Research
The COVID-19 pandemic has negatively impacted the population as a whole. However, the incarcerated population (which also experiences a variety of health disparities) has been disproportionately affected by the pandemic. Due to overcrowding, poor ventilation, and lack of resources, the incarcerated population already is at a heightened risk for negative health outcomes, made worse by the recent pandemic. To adapt to the rapidly changing conditions during the pandemic in 2020 and into 2022, new safety measures were implemented, but the unintended consequences associated with the implementation of these procedures have yet to be examined empirically. I conducted a qualitative content …
Examining The Evidence Base For Burnout, Renzo Bianchi, Irvin Schonfeld
Examining The Evidence Base For Burnout, Renzo Bianchi, Irvin Schonfeld
Publications and Research
Burnout has elicited growing interest among occupational health specialists in recent decades. Since 2019, the World Health Organization has characterized burnout as a syndrome resulting from chronic, unmanageable workplace stress. Accordingly, three symptoms define the entity: (i) feelings of energy depletion or exhaustion; (ii) increased mental distance from one’s job or feelings of negativism or cynicism towards one’s job; and (iii) a sense of ineffectiveness and lack of accomplishment. We call into question the definition of burnout embodied in the Maslach Burnout Inventory and incorporated into the ICD-11. We draw stakeholders’ attention to the fact that burnout’s symptoms and etiology …
Understanding The Work Demands, Resources, And Barriers To Achieving Optimal Well-Being In Immigrant Workers, Amira Marquez Moreno, Kristen J. Black
Understanding The Work Demands, Resources, And Barriers To Achieving Optimal Well-Being In Immigrant Workers, Amira Marquez Moreno, Kristen J. Black
River Cities Industrial and Organizational Psychology Conference
According to recent reports of immigrants working in poor conditions worldwide, the International Committee of Health (ICOH, 2021) has declared the immediate need to create scientific evidence to encourage a preventive culture in occupational health for migrant workers. In 2019, 470,125 immigrants lived in Tennessee, of which 43% are Latino, and Spanish the most common language (76%). The present study aims to identify the work-demands, resources, and barriers to achieve optimal well-being in immigrant workers with a sample recruited from Chattanooga and the surrounding area. Participants will be recruited through convenience and snowball sampling with the inclusion criteria of being …
Recentering Psych Stats, Lynette Bikos
Recentering Psych Stats, Lynette Bikos
Faculty Open Access Books
To center a variable in regression means to set its value at zero and interpret all other values in relation to this reference point. Regarding race and gender, researchers often center male and White at zero. Further, it is typical that research vignettes in statistics textbooks are similarly seated in a White, Western (frequently U.S.), heteronormative, framework. ReCentering Psych Stats seeks provide statistics training for psychology students (undergraduate, graduate, and post-doctoral) in a socially and culturally responsive way. All lessons use the open-source statistics program, R (and its associated packages). Each lesson includes a chapter and screencasted lesson, features a …
Justifying Antipathy?: Examining Racialized Perceptions Of Incarceration And Support For Mental Healthcare In Prisons, Jared Brassil
Justifying Antipathy?: Examining Racialized Perceptions Of Incarceration And Support For Mental Healthcare In Prisons, Jared Brassil
Honors Theses
The current U.S. criminal justice system has a disproportionate number of people suffering from mental illness. Additionally, many of these prisons not only lack the ability to properly treat these individuals, but in some cases may even worsen the problem. Public support, and importantly whom the public thinks the prototypical prisoner is, is important to know when advocating for reform. This research aims to investigate whether or not racialized perceptions of the U.S. criminal justice system impact support for mental healthcare reform in prisons. Given the exploratory nature of this work, potentially relevant individual difference variables are also investigated. An …
Sources Of Stress, Burnout, And Career Decisions Of Male Health And Nursing Professionals: A Qualitative Inquiry Of The Challenges During The Covid-19 Pandemic, Luis Miguel Dos Santos
Sources Of Stress, Burnout, And Career Decisions Of Male Health And Nursing Professionals: A Qualitative Inquiry Of The Challenges During The Covid-19 Pandemic, Luis Miguel Dos Santos
The Qualitative Report
The human resources and workforce shortage of registered health and nursing professionals has been a long-term problem in health systems internationally, particularly during the COVID-19 pandemic. Many health and nursing professionals face stress and burnout, which may influence their career decisions and long-term human resources development. The purpose of this study is to investigate and understand the relationship(s) between sources of stress and the reasons why male health and nursing professionals decide to leave the profession within the next six months. With the employment of the social cognitive career and motivation theory and general inductive approach with 40 male health …
Fear And Trembling While Working In A Pandemic: An Exploratory Meta-Analysis Of Workers’ Covid-19 Distress, William P. Jimenez, Ian M. Katz, Elissa A. Liguori
Fear And Trembling While Working In A Pandemic: An Exploratory Meta-Analysis Of Workers’ Covid-19 Distress, William P. Jimenez, Ian M. Katz, Elissa A. Liguori
Psychology Faculty Publications
The global COVID-19 pandemic has disrupted the lives of workers and taken its toll on health and well-being. In line with recent calls for more inductive and abductive occupational health science research, we exploratorily meta-analyzed workers’ COVID-19 distress, defined as psychological and psychosomatic strain contextualized to experiencing the virus and pandemic broadly. We identified many existing COVID-19 distress measures (e.g., Fear of COVID-19 Scale by Ahorsu et al., 2020; Coronavirus Anxiety Scale by Lee, 2020a) and correlates, including demographic variables (viz., gender, marital status, whether worker has children), positive well-being (e.g., quality of life, perceived social support, resilience), negative well-being …
Mental Health Stigma And Law Enforcement Officers, Moses Park
Mental Health Stigma And Law Enforcement Officers, Moses Park
Dissertations
Purpose: The purpose of this phenomenological research was to describe the perception of law enforcement officers (LEOs) about the stigmatizing behavior they experienced from fellow officers in their organization, after they sought mental health services, following a traumatic event they were involved in.
Methodology: The methodology for this research study will be qualitative from a phenomenological perspective. Data was collected via semi-structured interviews with a purposive sample of 12 active and retired LEOs who served in southern California.
Findings: After the analysis, seven major findings were yielded. The major findings of the study are: (a) Within the law enforcement …
Work-Family Enrichment: Does It Help Manage Emotional Exhaustion During The Covid-19 Pandemic?, Syayyidah Maftuhatul Jannah, Anniza Citra Prajasari, Noni Setyorini
Work-Family Enrichment: Does It Help Manage Emotional Exhaustion During The Covid-19 Pandemic?, Syayyidah Maftuhatul Jannah, Anniza Citra Prajasari, Noni Setyorini
The South East Asian Journal of Management
Research Aims: This study aims to analyse the role of work-family enrichment on emotional labour and the impact of emotional exhaustion during the COVID-19 pandemic.
Design/methodology/approach: The type of data collected is primary data that uses an online questionnaire. The sampling method is a purposive sampling technique. The PLS-SEAM is used to analyse the collected data.
Research Findings: Work-family enrichment and family-work enrichment had a positive and significant effect on emotional labour (surface acting and deep acting) and on emotional exhaustion.
Theoretical Contribution/Originality: The results of this study show the importance of the role of work …
Occupational Depression In A Spanish-Speaking Sample: Associations With Cognitive Performance And Work-Life Characteristics, Bianchi Renzo, Guadalupe Manzano García, Maria Pilar Montanes, Emily A. Schonfeld, Irvin Sam Schonfeld
Occupational Depression In A Spanish-Speaking Sample: Associations With Cognitive Performance And Work-Life Characteristics, Bianchi Renzo, Guadalupe Manzano García, Maria Pilar Montanes, Emily A. Schonfeld, Irvin Sam Schonfeld
Publications and Research
This 386-participant study investigated the structural and psychometric properties of the Spanish version of the Occupational Depression Inventory (ODI). Exploratory structural equation modeling bifactor analysis revealed that the ODI meets the requirements for essential unidimensionality. Measurement invariance held across our sample and the English- and French-speaking samples used in the ODI’s initial validation study. Mokken scale analysis indicated that (a) the scalability of the instrument was strong, (b) no violations of monotonicity or local independence were present, and (c) invariant item ordering was sufficiently accurate. The ODI’s reliability was optimal. The ODI exhibited both convergent validity and discriminant validity vis-à-vis …
Comparison Of Schedules, Stress, Sleep Problems, Fatigue, Mental Health And Well-Being Of Low Cost And Network Carrier Pilots, Marion Venus
Comparison Of Schedules, Stress, Sleep Problems, Fatigue, Mental Health And Well-Being Of Low Cost And Network Carrier Pilots, Marion Venus
International Journal of Aviation, Aeronautics, and Aerospace
Objective
This research investigates and compares working-conditions, duty rosters, stress, sleep problems, fatigue levels, mental health, and well-being of pilots working for network (NWCs), and low-cost carriers (LCCs). This study extends previous research by investigating working conditions, pilots’ actual rosters, fatigue and mental health of two groups of pilots flying for LCC or NWC.
Method
A comprehensive cross-sectional online survey was completed by N=338 pilots (185 NWC, 153 LCC pilots). All pilots reported their roster data of the last 2 months during peak flight season, psychosocial and work-related stress (e.g., high job insecurity, less total flight-experience, lower income, more time …
Emotion And Judgment In Young Women Of A Society In Transition, Maura A. E. Pilotti, Khadija El Alaoui
Emotion And Judgment In Young Women Of A Society In Transition, Maura A. E. Pilotti, Khadija El Alaoui
International Journal of Transpersonal Studies
The present study asked whether emotional responses to narratives of moral transgressions are shaped by the reader’s assumed relationship with the injured party (i.e., oneself, familiar other, and unfamiliar other). Its goal was to test a cultural, religious, and individualistic account of such responses in young females of a traditional society in transition towards a sustainable integration into the global economy. To this end, female college students from the Kingdom of Saudi Arabia were asked to identify their emotional reaction to each of several moral transgressions, report its intensity and then judge the severity of the transgression. In agreement with …
The Influence Of Resilience And Expressive Flexibility On Character Strengths And Virtues On Military Leadership In U.S. Military Cadets, Vasiliki Georgoulas-Sherry
The Influence Of Resilience And Expressive Flexibility On Character Strengths And Virtues On Military Leadership In U.S. Military Cadets, Vasiliki Georgoulas-Sherry
Journal of Wellness
Introduction: Character strengths and virtues are greatly revered in military leadership. However, there is no empirical work assessing the relationship of resilience and expressive flexibility, two essential psychological constructs crucial in nurturing mentally healthy individuals, also for successful officer development and military leadership.
Methods: Employing a cross-sectional design, this study recruited 107 participants (ages 18 to 22) from a private U.S. Military university. McGrath, Rashid, Park, and Peterson’s and Peterson and Seligman’s taxonomies of character strengths and virtues were measured. Self-reported resilience and expressive flexibility were additionally assessed.
Results: Results revealed McGrath et al.’s virtue of self-control and Peterson and …
A Solution For Breaking The Impasse Of Burnout Measurement, Renzo Bianchi, Irvin Sam Schonfeld
A Solution For Breaking The Impasse Of Burnout Measurement, Renzo Bianchi, Irvin Sam Schonfeld
Publications and Research
In view of the profound problems affecting burnout’s conceptualization and measurement and because there is now robust evidence that burnout is a depressive condition, we recommend that occupational health specialists shift their focus from burnout to depression. A measure of job-related depressive symptoms, the Occupational Depression Inventory (ODI), has recently been developed. Advantageously, the ODI resolves many of the persistent problems linked to burnout while being consistent with burnout researchers’ original aim of assessing a work-attributed form of distress. The ODI includes a diagnostic algorithm that allows investigators to estimate the prevalence of depressive disorders that individuals specifically ascribe to …
Is Burnout A Depressive Condition? A 14-Sample Meta-Analytic And Bifactor Analytic Study, Renzo Bianchi, Jay Verkuilen, Irvin S. Schonfeld, Jari J. Hakanen, Markus Jansson-Fröjmark, Guadalupe Manzano-García, Eric Laurent, Laurenz L. Meier
Is Burnout A Depressive Condition? A 14-Sample Meta-Analytic And Bifactor Analytic Study, Renzo Bianchi, Jay Verkuilen, Irvin S. Schonfeld, Jari J. Hakanen, Markus Jansson-Fröjmark, Guadalupe Manzano-García, Eric Laurent, Laurenz L. Meier
Publications and Research
There is no consensus on whether burnout constitutes a depressive condition or an original entity requiring specific medical and legal recognition. In this study, we examined burnout–depression overlap using 14 samples of individuals from various countries and occupational domains (N = 12,417). Meta-analytically pooled disattenuated correlations indicated (a) that exhaustion—burnout’s core—is more closely associated with depressive symptoms than with the other putative dimensions of burnout (detachment and efficacy) and (b) that the exhaustion–depression association is problematically strong from a discriminant validity standpoint (r = .80). The overlap of burnout’s core dimension with depression was further illuminated in 14 exploratory structural …
The Occupational Depression Inventory: A New Tool For Clinicians And Epidemiologists, Renzo Bianchi, Irvin Sam Schonfeld
The Occupational Depression Inventory: A New Tool For Clinicians And Epidemiologists, Renzo Bianchi, Irvin Sam Schonfeld
Publications and Research
Background: Depressive symptoms induced by insurmountable job stress and sick leave for mental health reasons have become a focal concern among occupational health specialists. The present study introduces the Occupational Depression Inventory (ODI), a measure designed to quantify the severity of work-attributed depressive symptoms and establish provisional diagnoses of job-ascribed depression. The ODI comprises nine symptom items and a subsidiary question assessing turnover intention. Methods: A total of 2254 employed individuals were recruited in the U.S., New Zealand, and France. We examined the psychometric and structural properties of the ODI as well as the nomological network of work-attributed depressive symptoms. …
Empowering Nurses Of Minority In The Face Of Incivility And Bullying: Through The Lens Of Phenomenology, Corrine Floyd
Empowering Nurses Of Minority In The Face Of Incivility And Bullying: Through The Lens Of Phenomenology, Corrine Floyd
Dissertations
Abstract
Up to 85% of nurses have reported exposure to incivility in the workplace (Hunt & Marini, 2012). The often-subtle nature of incivility toward nurses in a minority population may partially explain why it remains a problem. Healthcare organizations realize the need for civility to counter the high turnover rate, staff shortages, and low job satisfaction reported by nurses, but lack understanding of how nurses of a minority population perceive incivility and bullying. This study aimed to answer the research question how do nurses with minority representation experience incivility and bullying versus empowerment in the workplace? A descriptive phenomenological design …
Using Art To Mitigate Burnout For Those Working In Direct Care, Jessica E. Goodchild
Using Art To Mitigate Burnout For Those Working In Direct Care, Jessica E. Goodchild
Expressive Therapies Capstone Theses
Through a critical review of the existing literature, this capstone thesis seeks to investigate the potential benefits and drawbacks to the integration of guided artistic practices within the workplace. The literature reviewed focused on both qualitative and quantitative studies of burnout and explored the professional benefits that art making can provide in mitigating burnout for those within a western culture working in the field of mental health and social services, particularly in the capacity of a direct care worker (DCW). Through the review of the literature a case can be made for the benefits of using visual art to engage …
A Five-Sample Confirmatory Factor Analytic Study Of Burnout-Depression Overlap, Renzo Bianchi, Irvin Sam Schonfeld, Jay Verkuilen
A Five-Sample Confirmatory Factor Analytic Study Of Burnout-Depression Overlap, Renzo Bianchi, Irvin Sam Schonfeld, Jay Verkuilen
Publications and Research
Objective: It has been asserted that burnout—a condition ascribed to unresolvable job stress—should not be mistaken for a depressive syndrome. In this confirmatory factor analytic study, the validity of this assertion was examined.
Methods: Five samples of employed individuals, recruited in Switzerland and France, were mobilized for this study (N = 3,113). Burnout symptoms were assessed with the Shirom–Melamed Burnout Measure, the Maslach Burnout Inventory (MBI)—General Survey, and the MBI for Educators. Depressive symptoms were measured with the PHQ‐9.
Results: In all five samples, the latent factors pertaining to burnout’s components correlated on average more highly with the latent Depression …
Challenge, Hindrance, And Threat Stressors: A Within- And Between-Persons Examination Of General And Specific Stressor Appraisal Tendencies And A Priori Categorizations, Lisa Brady, Christopher J. L. Cunningham
Challenge, Hindrance, And Threat Stressors: A Within- And Between-Persons Examination Of General And Specific Stressor Appraisal Tendencies And A Priori Categorizations, Lisa Brady, Christopher J. L. Cunningham
Industrial and Organizational Psychology Translational Research and Working Papers
Within the occupational stress literature, researchers have often identified stressors as being inherently challenging or hindering, based on previous classifications or on the outcomes usually associated with each. Although the challenge-hindrance model is based on the transactional theory of stress (Lazarus & Folkman, 1984), which emphasizes the importance of an individual’s cognitive appraisal of stimuli, much of the research on this framework has failed to measure an individual’s direct appraisal of stimuli in the environment as challenging, hindering, and threatening, which can be problematic when attempting to understand and predict occupational stress. In the present study we identify and share …
Investigating Stress Fasting And Possible Organizational Interventions, Andrea Meggison, Xaymara Gonzalez-Adams, Jeeun Yi
Investigating Stress Fasting And Possible Organizational Interventions, Andrea Meggison, Xaymara Gonzalez-Adams, Jeeun Yi
River Cities Industrial and Organizational Psychology Conference
This project will have two studies: Study 1 aims to examine the relationship between perceived stress and stress fasting, while Study 2 examines how employees who engage in stress fasting react to various organizational interventions. Occupational Health Psychology research has largely focused on the obesity epidemic in the U.S., which includes stress eating and applicable organizational interventions. Little research has been done on individuals who are more likely to participate in stress fasting, which may have equally detrimental health and organizational outcomes. Stress fasting is a detrimental reduction in calories and nutrition consumed, during times of real or perceived stress. …
Redefining Burnout: Exploring Common Conceptualizations And The Neurophysiology Of Chronic Stress To Establish An Integrated Allostatic Model, Danny A. Guzzi
Redefining Burnout: Exploring Common Conceptualizations And The Neurophysiology Of Chronic Stress To Establish An Integrated Allostatic Model, Danny A. Guzzi
Dissertations
Burnout is a widely researched stress-related phenomenon associated with numerous adverse outcomes for employees and organizations. Unfortunately, burnout is not well understood and research to this point has been flawed due to a lack of consensus on the definition, dimensionality, and context of the construct. Prevalent conceptualizations of burnout have been criticized for being arbitrarily developed without solid theoretical foundation and for failing to clearly distinguish burnout from depression or other work-related conditions such as compassion fatigue, secondary traumatization, and vicarious traumatization. The current project first examines relevant literature to identify commonalities among prevalent burnout conceptualizations. Then relevant stress research …
Recovery Experiences Bridge The Gap Between Volunteering And Work Outcomes, Kaitlin Fosler
Recovery Experiences Bridge The Gap Between Volunteering And Work Outcomes, Kaitlin Fosler
UNO Student Research and Creative Activity Fair
This study examined the relationship between volunteer work demands, recovery experiences, and work outcomes. The mental and physical demands of the volunteer work influenced the recovery experiences of psychological detachment and mastery. Further, mastery experiences positively impacted organizational commitment while both mastery and control positively impacted work engagement.
An Indentured Servant: The Impact Of Green Card Waiting Time On The Life Of Highly Skilled Indian Immigrants In The United States Of America, Pooja B. Vijayakumar, Christopher J. L. Cunningham
An Indentured Servant: The Impact Of Green Card Waiting Time On The Life Of Highly Skilled Indian Immigrants In The United States Of America, Pooja B. Vijayakumar, Christopher J. L. Cunningham
Industrial and Organizational Psychology Translational Research and Working Papers
Highlighting the archaic immigration system in the United States of America (US), the present study demonstrates for the first time the impact of green card waiting time on the work and family life of Indian immigrants living in the US. Our present findings show that 93.4% of our participants are very concerned about the estimated green card waiting time in the US. We find 70% of the total participants are seriously thinking at the present time about emigrating to a more visa-friendly country. Also, 30% of the participants have already applied for permanent residency in a visa friendly country and …
Understanding The Relationship Between Perfectionism And Health: Mediational Effects Drug Use, Sarah Nelsen
Understanding The Relationship Between Perfectionism And Health: Mediational Effects Drug Use, Sarah Nelsen
Electronic Theses and Dissertations
Past research has provided evidence on the consequences of perfectionism. One particular consequence of perfectionism is that of general health. Research has suggested that perfectionism type influences general mental health. Using the 3-cluster perspective of perfectionism by Slaney, Rice, Mobley, Trippi, & Ashby (2001), the current work investigates the mediating effects of drug use on the relationship between perfectionism clusters and general mental health, in the context of Conservation of Resources Theory (COR; Hobfoll, 1989). Adaptive perfectionists had higher general mental health compared to non-perfectionists and maladaptive perfectionists. However, the three clusters of perfectionism did not differ in drug use …
Fighting For Time: Spillover And Crossover Effects Of Long Work Hours Among Dual-Earner Couples, Xiaohong Xu, Yisheng Peng, Peng Zhao, Richard Hayes, William P. Jimenez
Fighting For Time: Spillover And Crossover Effects Of Long Work Hours Among Dual-Earner Couples, Xiaohong Xu, Yisheng Peng, Peng Zhao, Richard Hayes, William P. Jimenez
Psychology Faculty Publications
Drawing upon the spillover-crossover model, this study examined the extent to which one's work time demands spilled over to the family domain, and crossed over to his or her spouse, utilizing data of 365 dual-earner couples from the 500 Family Study. The results of the distinguishable actor-partner interdependence model indicated that there was gender symmetry in the spillover processes such that the effects of work hours were identical between men and women. Further, although there was more bi-directional crossover between partners within couples, we observed some unidirectional crossover from husbands to wives. Specifically, husbands only increased their contribution to domestic …
Inquiry Into The Correlation Between Burnout And Depression, Irvin Sam Schonfeld, Jay Verkuilen, Renzo Bianchi
Inquiry Into The Correlation Between Burnout And Depression, Irvin Sam Schonfeld, Jay Verkuilen, Renzo Bianchi
Publications and Research
The extent to which burnout refers to anything other than a depressive condition remains an object of controversy among occupational health specialists. In three studies conducted in two different countries and two different languages, we investigated the discriminant validity of burnout scales by evaluating the magnitude of the correlation between (latent) burnout and (latent) depression. In Study 1 (N = 911), burnout was assessed with the Maslach Burnout Inventory–General Survey’s Exhaustion subscale and depression with the depression module of the Patient Health Questionnaire (PHQ). In Study 2 (N = 1,386), the Shirom–Melamed Burnout Measure was used to assess burnout and …
Spatio-Temporal Distribution Of Negative Emotions In New York City After A Natural Disaster As Seen In Social Media, Oliver Gruebner, Sarah R. Lowe, Martin Sykora, Ketan Shankardass, Sv Subramanian, Sandro Galea
Spatio-Temporal Distribution Of Negative Emotions In New York City After A Natural Disaster As Seen In Social Media, Oliver Gruebner, Sarah R. Lowe, Martin Sykora, Ketan Shankardass, Sv Subramanian, Sandro Galea
Department of Psychology Faculty Scholarship and Creative Works
Disasters have substantial consequences for population mental health. We used Twitter to (1) extract negative emotions indicating discomfort in New York City (NYC) before, during, and after Superstorm Sandy in 2012. We further aimed to (2) identify whether pre- or peri-disaster discomfort were associated with peri- or post-disaster discomfort, respectively, and to (3) assess geographic variation in discomfort across NYC census tracts over time. Our sample consisted of 1,018,140 geo-located tweets that were analyzed with an advanced sentiment analysis called ”Extracting the Meaning Of Terse Information in a Visualization of Emotion” (EMOTIVE). We calculated discomfort rates for 2137 NYC census …