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Articles 79381 - 79410 of 658095
Full-Text Articles in Social and Behavioral Sciences
Emergent Landscapes Of Renewable Energy Storage: Considering Just Transitions In The Western United States, Bethani Turley, Alida Cantor, Kate Berry, Sarah Knuth, Dustin Mulvaney, Noel Vineyard
Emergent Landscapes Of Renewable Energy Storage: Considering Just Transitions In The Western United States, Bethani Turley, Alida Cantor, Kate Berry, Sarah Knuth, Dustin Mulvaney, Noel Vineyard
Geography Faculty Publications and Presentations
Governments, utilities, and energy companies are increasingly looking towards energy storage technologies to extend the availability of variable renewable power sources such as solar and wind. In this Perspective, we examine these fast-shifting developments by mapping and analyzing landscapes of renewable energy storage emerging across the Western United States. We focus on the rollout of several interrelated leading technologies: utility-scale lithium-ion batteries, supported by increasing regional lithium mining, and proposals for new pumped storage hydropower. Drawing on critical resource geography, we examine energy storage as both a component of renewable transition and as its own driver of landscape transformation, resource …
How Groupy Is A Group?, Rohit J. Parikh
How Groupy Is A Group?, Rohit J. Parikh
Publications and Research
Various Cooperating Groups
Why and how do they cooperate
Bees
Chinese troops
BLM demonstrators
The reasons are different in the three cases.
1) Bees cooperate because they are all sisters who have thesame DNA. From a purely evolutionary point of view the survival of one is the survival of all.
2) Chinese troops cooperate because they are obeying a single commander.
3) Black lives people cooperate because they have a single goal, and they have communicated to be together at one time and place.
The purpose of this work is to provide a definition of the "amount" of groupiness, revealed …
Evaluation Of Rise Ii Integrated Social And Behavior Change Activities In Niger: Baseline Report, Leanne Dougherty, Lynn Abu Turk, Nrupa Jani, Chaibou Dadi
Evaluation Of Rise Ii Integrated Social And Behavior Change Activities In Niger: Baseline Report, Leanne Dougherty, Lynn Abu Turk, Nrupa Jani, Chaibou Dadi
Sexual and Reproductive Health, Rights, and Choices
Breakthrough RESEARCH is conducting a mixed-methods study that includes quantitative methods to assess differential changes over time in key health outcomes associated with Resilience in the Sahel Enhanced (RISE) II's integrated social and behavioral change (SBC) strategy and qualitative methods to explain how and why gender-related changes occurred or were associated with these changes. This technical report presents descriptive baseline findings for the quantitative portion of the evaluation. This information will support RISE II's Resilience Food Security Activity partners to understand how to tailor planned SBC approaches to address barriers to adopting targeted health behaviors.
The Personal Is Still Political: An Analysis Of Jessica Valenti's Contemporary Feminine Style, Michala M. Zilkey
The Personal Is Still Political: An Analysis Of Jessica Valenti's Contemporary Feminine Style, Michala M. Zilkey
All Graduate Theses and Dissertations, Spring 1920 to Summer 2023
In 2016, Jessica Valenti’s memoir, Sex Object, was published. Sex Object describes Valenti’s experiences of sexualization and objectification in a personal and anecdotal format. The feminine style, a rhetorical style that bridges the divide between norms of femininity and expectations of public oration, has been heralded as essential for advancing the feminist movement. This thesis asks the question, to what extent does contemporary feminists’ rhetoric mirror and diverge from earlier iterations of the feminine style? I argue that Valenti’s employs a feminine style that utilizes relational norms and self-disclosure to illustrate the personal as political and the political as …
A Moderated Mediation Model Of Gender, Posttraumatic Cognitions, And Posttraumatic Stress Disorder Symptoms After Military Sexual Assault, Hallie S. Tannahill
A Moderated Mediation Model Of Gender, Posttraumatic Cognitions, And Posttraumatic Stress Disorder Symptoms After Military Sexual Assault, Hallie S. Tannahill
All Graduate Theses and Dissertations, Spring 1920 to Summer 2023
Military sexual assault (MSA) is associated with the greatest risk for posttraumatic stress disorder (PTSD) and PTSD severity beyond other trauma types. Sexual revictimization further increases this risk and severity. However, not all who experience MSA revictimization develop PTSD. This suggests there may be a key mechanism that explains the association between MSA and PTSD. Posttraumatic cognitions (PTC), which include an overall domain and subdomains of self, world, and self-blame, may be one such mechanism between MSA and PTSD, although this link has not yet been examined in the context of MSA revictimization. Further, literature suggests that men and women …
Siblings Influence On Young Adults' Development: A Three-Study Dissertation, Jenna C. Dayley
Siblings Influence On Young Adults' Development: A Three-Study Dissertation, Jenna C. Dayley
All Graduate Theses and Dissertations, Spring 1920 to Summer 2023
As the longest lasting close relationship, often extending from birth until death, sibling relationships play an important role throughout the life course. To date, however, only limited work has examined the process by which siblings influence each other during young adulthood. Given that developmental differences between older and younger siblings diminish in young adulthood, it is possible that bidirectional (older-to-younger as well as younger-to-older) are more likely as compared to adolescence (in which top-down or older-to-younger influence has primarily been explored). It is further possible that processes of observational learning, including modeling, and sibling differentiation continue into young adulthood, shaping …
Parent Work-Family Balance And Adolescent Psychosocial Well-Being During The Covid-19 Shutdown, Shailey Woodward
Parent Work-Family Balance And Adolescent Psychosocial Well-Being During The Covid-19 Shutdown, Shailey Woodward
All Graduate Theses and Dissertations, Spring 1920 to Summer 2023
Parents who work have many responsibilities to fulfill. They may encounter frustration and exhaustion, which can impact how well they parent. Experiences such as financial strain and the COVID-19 shutdown may further impact parenting. At the same time, adolescents are establishing identities and need attentive parents to help them develop healthy psychosocial well-being. Using Erikson’s (1968) psychosocial theory of development as a backdrop, the purpose of this study was to observe the relationships between parent work-family balance, parenting satisfaction, and adolescent psychosocial well-being within the context of financial stress and the COVID-19 shutdown. I found that parent and adolescent perceptions …
Reversing The Gaze: Using Indigenous And Western Worldviews To Compare Coverage Of Climate Change And Indigenous Peoples In The News Media, Gina Mccrackin
Reversing The Gaze: Using Indigenous And Western Worldviews To Compare Coverage Of Climate Change And Indigenous Peoples In The News Media, Gina Mccrackin
All Graduate Theses and Dissertations, Spring 1920 to Summer 2023
The news media acts as an important conduit for shaping societal views of the socio-politics of climate change. While climate change will indeed affect everyone, it will not affect everyone equally. Indigenous peoples are among the populations whose well-being is threatened the most by climate change. International scholarship finds it is not uncommon for Indigenous cultures, communities, and perspectives to be underrepresented and misrepresented in Western climate change media. Research also indicates that fair Indigenous representation occurs when Indigenous peoples are the authors of news articles themselves. We evaluated the differences in discussions of climate change and environmental issues …
A Single-Case Experimental Investigation Of Sketch And Speak Expository Intervention For Adolescents With Language-Related Learning Disabilities Via Telepractice, Amy K. Peterson
All Graduate Theses and Dissertations, Spring 1920 to Summer 2023
This study investigated the effects of Sketch and Speak expository language intervention for adolescent students with language-related learning disabilities (LLD). Students with LLD have trouble understanding and using academic language for reading and writing and often benefit from explicit instruction in these areas. Sketch and Speak is an expository language intervention that teaches students to take notes in two forms and to systematically use oral practice to facilitate understanding and memory of notes. First, students learn to take notes using simple sketch writing, or pictography, which allows them to focus on the ideas of the text rather than the spelling, …
Changes In Healthy Eating And Physical Activity Behaviors Of Adult Participants In Create Better Health's Education (Snap-Ed) Program, Kami Bullock
All Graduate Theses and Dissertations, Spring 1920 to Summer 2023
The purpose of this study was to compare the effects of delivery method on the nutrition, food resource management (FRM), and physical activity behavior of participants enrolled in either Create Better Health’s in-person or online courses. The pre-survey and post-survey included data on nutrition, FRM, and physical activity behaviors. The researcher analyzed preexisting data from 138 SNAP-eligible adults who participated in Create Better Health’s online and in-person courses.
Results showed similar improvements in most of the nutrition and physical activity behaviors among those who took the CBH courses online or in-person. The online course showed statistically higher scores for four …
Executive Orders On A Political Timeline: Examination Of Executive Orders In The Supreme Court And Stephen Skowronek's Theory Of Presidential Leadership, Alisha Rachele Urrutia
Executive Orders On A Political Timeline: Examination Of Executive Orders In The Supreme Court And Stephen Skowronek's Theory Of Presidential Leadership, Alisha Rachele Urrutia
All Graduate Theses and Dissertations, Spring 1920 to Summer 2023
The research performed here applies a theoretical model of the presidency by Stephen Skowronek that spans all of American history to the number of executive orders issued per president and the number of these orders argued before the Supreme Court per president. I hypothesized that presidents who have the fewest political resources available to them (disjunctive presidents) would issue the most executive orders, and presidents who transform the face of American government and politics (reconstructionists) would face the most Supreme Court cases dealing with executive orders. I created two datasets for this research and used descriptive statistics to evaluate these …
The Association Of Military Sexual Harassment/Assault With Suicidal Ideation, Plans, Attempts, And Mortality Among Service Members And Veterans: A Meta-Analysis And Research Study, Whitney S. Livingston
The Association Of Military Sexual Harassment/Assault With Suicidal Ideation, Plans, Attempts, And Mortality Among Service Members And Veterans: A Meta-Analysis And Research Study, Whitney S. Livingston
All Graduate Theses and Dissertations, Spring 1920 to Summer 2023
Rates of death by suicide and sexual harassment/assault that occurs during military service (MSH/A) are higher among service members/veterans than rates of suicide and sexual violence among civilians. Suicide risk includes thoughts and attempts, and research examining the strength of the relationship between suicide risk and sexual violence across past studies that examined this association are limited to civilians. Moreover, current theories hypothesizing which factors are related to suicide risk do not adequately predict suicide among service members and veterans, and do not account for factors such as MSH/A. This two-study dissertation first calculated the magnitude of the relationship between …
Narrative Synthesis Systematic Review Of Pakistani Women's Health Outcomes From Primary Care Interventions, Sara Rizvi Jafree, Qaisar Khalid Mahmood, Sohail Mujahid, Muhammad Asim, Jane Barlow
Narrative Synthesis Systematic Review Of Pakistani Women's Health Outcomes From Primary Care Interventions, Sara Rizvi Jafree, Qaisar Khalid Mahmood, Sohail Mujahid, Muhammad Asim, Jane Barlow
Community Health Sciences
Objective: Women living in Pakistan have complex health problems including infectious and non-communicable diseases, accident and injuries, and mental health problems. While a majority of these women rely on primary healthcare services for all of their healthcare needs, there has to date been no overview of the extent of their effectiveness. The objective of this review was to (1) synthesise the available evidence regarding the effectiveness of primary care based interventions aimed at improving women's mental and physical health and (2) identify the factors that promote effectiveness for women's health outcomes.
Methods: Five academic databases were searched, including PubMed, BMC …
“I'M Not Batman” And Other Factors Impacting Bystander Intervention Against Sexual Violence In Australian Nightlife Settings, Aimee-Rose Wrightson-Hester, Alfred Allan, Maria M. Allan
“I'M Not Batman” And Other Factors Impacting Bystander Intervention Against Sexual Violence In Australian Nightlife Settings, Aimee-Rose Wrightson-Hester, Alfred Allan, Maria M. Allan
Research outputs 2022 to 2026
Unsolicited sexual behaviors that constitute sexual violence appear to be commonplace in nightlife settings in many countries and bystander intervention might be a way to eliminate them. However, few researchers have investigated the barriers and facilitators that affect Australian bystanders’ likelihood to help, and these should be considered in the planning of bystander intervention programs. Using a grounded theory approach, we interviewed fourteen men and women about their perceptions of factors that might influence bystander behavior in Australian nightlife settings. The categories identified suggest that it is difficult for nightlife patrons to notice and identify sexual violence occurring around them. …
The Relationship Between The Quantum Consciousness And Depression, Yarone Grabiner
The Relationship Between The Quantum Consciousness And Depression, Yarone Grabiner
Dissertations
Depression is a prominent issue in mental health. This research will attempt to improve the quality of available therapies by offering additional helping options and introducing a new perception of depression. Different fields (psychology, quantum mechanics, and Kabbalah) have been integrated with data collection through personal interviews to support the research hypothesis. The subject sample consisted of five people with Kollel experience or similar educational experience in the present or in the past. All participants were orthodox Jewish men, 30 years old or older, married with children, with a high level of education. Participants presented attitudes, life conduct, and perceptions …
Advances In Energy Hybridization For Resilient Supply: A Sustainable Approach To The Growing World Demand, Haider Al-Rubaye, Joseph D. Smith, Mohammed H.S. Zangana, Prashant Nagapurkar, Yishu Zhou, Gregory M. Gelles
Advances In Energy Hybridization For Resilient Supply: A Sustainable Approach To The Growing World Demand, Haider Al-Rubaye, Joseph D. Smith, Mohammed H.S. Zangana, Prashant Nagapurkar, Yishu Zhou, Gregory M. Gelles
Chemical and Biochemical Engineering Faculty Research & Creative Works
Energy poverty, defined as a lack of access to reliable electricity and reliance on traditional biomass resources for cooking, affects over a billion people daily. The World Health Organization estimates that household air pollution from inefficient stoves causes more premature deaths than malaria, tuberculosis, and HIV/AIDS. Increasing demand for energy has led to dramatic increases in emissions. The need for reliable electricity and limiting emissions drives research on Resilient Hybrid Energy Systems (RHESs), which provide cleaner energy through combining wind, solar, and biomass energy with traditional fossil energy, increasing production efficiency and reliability and reducing generating costs and emissions. Microgrids …
Perceived Longevity Of Mrna Technology Increases Support For Covid-19 Vaccines, Scott Eidelman, Emily M. Vance, John C. Blanchar, Katelynn Kallodaychask, Yuna Shimomoto, Kaori Yamasaki
Perceived Longevity Of Mrna Technology Increases Support For Covid-19 Vaccines, Scott Eidelman, Emily M. Vance, John C. Blanchar, Katelynn Kallodaychask, Yuna Shimomoto, Kaori Yamasaki
Psychological Science Faculty Publications and Presentations
Among the reasons for Covid-19 mRNA vaccine hesitancy are the vaccines' relative newness and, consequentially, concerns about their risks and safety. In this research, we address these reasons by manipulating the perceived longevity of the technology underlying mRNA Covid-19 vaccines (i.e., how long participants think these technologies have been in existence). An internet sample of American adults (N = 433) was shown one of the two versions of a timeline of medical events with 'creation of mRNA vaccines' placed to its left or right. The placement of mRNA vaccine creation on the left-end of the timeline resulted in Covid-19 mRNA …
A Brief Acceptance And Commitment Therapy Protocol For Alcohol Withdrawal Symptoms: A Randomized Controlled Trial For Inpatient Detoxification Patients, Taylor R. Weststrate
A Brief Acceptance And Commitment Therapy Protocol For Alcohol Withdrawal Symptoms: A Randomized Controlled Trial For Inpatient Detoxification Patients, Taylor R. Weststrate
Dissertations
Alcohol detoxification inevitability involves physical and emotional discomfort. Common withdrawal symptoms include experiences of nausea, muscle pain, stomach and headaches, shakiness, restlessness, anxiety, and agitation. Rarer, but more severe, withdrawal symptoms can include hallucinations, seizures, and delirium tremens. Pharmacologic treatment of withdrawal symptoms is the primary, and often only, approach to intervention. The current study examined the incremental efficacy of adding a psychotherapeutic program based in Acceptance and Commitment Therapy (ACT) for individuals struggling with withdrawal during alcohol detoxification in a residential rehabilitation center. This study compared the standard of care, medication management, which was treatment as usual (TAU) at …
Patient-Targeted Googling: A Mixed-Methods Examination Of Psychologists’ Perceptions And Practices, Emily L. Putnam
Patient-Targeted Googling: A Mixed-Methods Examination Of Psychologists’ Perceptions And Practices, Emily L. Putnam
Psychology Theses & Dissertations
Patient-targeted Googling (PTG) refers to a healthcare professional searching their patient’s name or other identifying information on the Internet. Existing research is inconclusive regarding the prevalence and perceptions of PTG among psychologists, and the American Psychological Association (APA) Ethics Code lacks guidance on the topic. The present study used a mixed-methods approach with two arms of data collection (online survey, N = 94; and virtual focus groups, N = 36) to clarify PTG practices, explore PTG attitudes, and understand training and ethical guidance needs of psychologists and psychology trainees. Results revealed that 47.9% of psychologists and trainees reported having engaged …
Mental Health Counselors’ Perceptions Of Professional Identity As Correctional Counselors In An Integrated Behavioral Health Care Setting, Jeanel L. Franklin
Mental Health Counselors’ Perceptions Of Professional Identity As Correctional Counselors In An Integrated Behavioral Health Care Setting, Jeanel L. Franklin
Counseling & Human Services Theses & Dissertations
This study explores the professional identity of clinical mental health counselors employed as correctional counselors in an integrated behavioral health (IBH) setting. Previous research has documented the attitudes, perceptions, and experiences of mental health counselors working in IBH as well as their experiences engaging in interprofessional collaboration. However, researchers have yet to explore how clinical mental health counselors in correctional settings perceive their professional identity and what aspects of their professional roles impact their identity development. This study utilized an interpretive phenomenological approach (IPA) to describe, understand, and interpret the meaning of four correctional counselors’ perceptions of their professional identities …
Two Essays On The Effects Of Ceo Social Activism, Habib Islam
Two Essays On The Effects Of Ceo Social Activism, Habib Islam
Theses and Dissertations in Business Administration
The first essay theorizes and quantifies the effects of CEO activism on firms’ financial performance. We examine this relationship within the framework of screening theory. We find that CEO social activism generally leads to adverse investor reactions. This negative effect is most prominent when there is interdimensional incongruence in CEO social activism messages. In addition, we find that the negative effect of CEO social activism is moderated by organizational characteristics that resolve incongruence caused by disparate signals.
The second essay seeks to understand how a CEO’s social activism influences corporate social performance. We hypothesize that CEO social activism will have …
Diffusion Of Public Library Innovations: A Case Study On Parking Lot Wi-Fi Hotspots Diffusion Development, Samantha Laine Hull
Diffusion Of Public Library Innovations: A Case Study On Parking Lot Wi-Fi Hotspots Diffusion Development, Samantha Laine Hull
STEMPS Theses & Dissertations
Public libraries have begun to provide services well beyond books and online databases. Prior to the pandemic, many libraries expanded their collection to include items like power drills or board games in their circulation. They also started partnering with social service organizations to better serve their patrons’ needs beyond those that are educational and entertainment based. Despite being broadly trusted by most people and having clever and innovative ideas, some public libraries’ budgets and time limits left marketing efforts at a minimum. In order to address the communication problem many public libraries face, in this study I sought to align …
Active Military Student Persistence In Online Courses At California Community Colleges, Stephanie E. Gernert
Active Military Student Persistence In Online Courses At California Community Colleges, Stephanie E. Gernert
Educational Leadership & Workforce Development Theses & Dissertations
The diversity of higher education institutions is changing, and more post-traditional students, including those associated with the military, are engaging in higher education. Almost every post-secondary institution in the United States has military students. In 2020, $11.5 billion was spent on over 875,000 eligible military students. Military students often prefer online courses at community colleges due to flexibility around their military career, open-access, and affordability.
Yet, few studies examine active military servicemembers alone and, when research is performed, a lack of thorough data collection exists. Therefore, this study focused on active military students in online education in California Community Colleges. …
A Comparison Of Sorority Women And Non-Sorority Women’S Alcohol Use: Perception, Rate Of Use, And Consequences, Betsy Zimmerman
A Comparison Of Sorority Women And Non-Sorority Women’S Alcohol Use: Perception, Rate Of Use, And Consequences, Betsy Zimmerman
Counseling & Human Services Theses & Dissertations
While alcohol use and Greek Life on college campuses have often become synonymous, little is known about the rate of use or the consequences of use for sorority women specifically. Gender has been identified as a risk factor relating to substance use on college campuses; however, there is a gap in the literature concerning compounding factors that influence substance abuse, such as membership in a Greek-lettered organization. With approximately 300,000 college women involved in Greek-lettered organizations annually (NPC, 2019), little is known about the impact of alcohol use for sorority women on college adjustment. An exploration of the perception of …
What We Learn From Each Other: Vicarious Posttraumatic Growth Among Non-Helping Professionals Following Exposure To Peer Trauma Experiences, Tiphanie Gayle Sutton
What We Learn From Each Other: Vicarious Posttraumatic Growth Among Non-Helping Professionals Following Exposure To Peer Trauma Experiences, Tiphanie Gayle Sutton
Psychology Theses & Dissertations
Trauma can result in adverse psychological outcomes from survivors and the helping professionals who support them. Vicarious (or secondary) traumatization is common among helping professionals and can lead to compassion fatigue and burnout. However, empathetic engagement with trauma survivors and their stories has been shown to lead to positive vicarious outcomes, including vicarious posttraumatic growth. Vicarious posttraumatic growth has been linked to personal and professional benefits for helping professionals. However, positive vicarious outcomes after engagement with peer trauma experiences had yet to be explored outside of helping relationships. The present study found that vicarious posttraumatic growth in non-helping professionals was …
The Effects Of Flood Warning Information On Driver Decisions In A Driving Simulator Scenario, Katherine Rose Garcia
The Effects Of Flood Warning Information On Driver Decisions In A Driving Simulator Scenario, Katherine Rose Garcia
Psychology Theses & Dissertations
Flood warnings are a type of risk communication that alerts the public of potential floods. Flood warnings can be communicated through mobile devices and should convey enough information to keep the user safe during a flood situation. However, the amount of detail included in the warning, such as the depth of the flood, may vary. The purpose of this study was to: (a) extend our prior research on flood warnings by recreating the written driving scenarios into the driving simulator; (b) deepen the understanding of human decision-making in risky situations; and (c) investigate how to best inform drivers of floods …
Physical Activity, Social Support, And Health-Related Quality Of Life In Adults With Visual Impairment, Tayah Lynn Otterness
Physical Activity, Social Support, And Health-Related Quality Of Life In Adults With Visual Impairment, Tayah Lynn Otterness
Human Movement Studies & Special Education Theses & Dissertations
The purpose of this study was to examine the relationship between participation in physical activity (PA), social support for exercise, and health-related quality of life (HRQoL) in adults with visual impairments (VI). Due to limited existing literature, this study was used to investigate variables that may impact HRQoL among the specified population. This study used a cross-sectional design and online surveys to determine relationships between the examined variables. Data was collected via Qualtrics Surveying and Google Forms Software. Physical activity was assessed using the International Physical Activity Questionnaire Short Version (IPAQ-SF), a 7-day recall of walking, moderate PA, vigorous PA, …
A Quality Systems Economic-Risk Design Theoretical Framework, Abdallah S. Thefeid
A Quality Systems Economic-Risk Design Theoretical Framework, Abdallah S. Thefeid
Engineering Management & Systems Engineering Theses & Dissertations
Quality systems, including control charts theory and sampling plans, have become essential tools to develop business processes. Since 1928, research has been conducted in developing the economic-risk designs for specific types of control charts or sampling plans. However, there has been no theoretical or applied research attempts to combine these related theories into a synthesized theoretical framework of quality systems economic-risk design. This research proposes to develop a theoretical framework of quality systems economic-risk design from qualitative research synthesis of the economic-risk design of sampling plan models and control charts models. This theoretical framework will be useful in guiding future …
Broaching Race And Race-Related Issues: Phenomenological Inquiry Of Doctoral Student Supervisors Of Counselor Trainees, Judith Wambui Preston
Broaching Race And Race-Related Issues: Phenomenological Inquiry Of Doctoral Student Supervisors Of Counselor Trainees, Judith Wambui Preston
Counseling & Human Services Theses & Dissertations
Clinical supervision is a central building block in counseling that ensures client welfare, fosters supervisees’ professional development, and facilities the gatekeeping process of those entering the profession (Bernard & Goodyear, 2019). In addition to gatekeeping, the American Counseling Association (ACA; 2014) Code of Ethics mandates clinical supervisors to be aware of and address multiculturalism’s role in the supervisory relationship. Because of this mandate, doctoral student supervisors of counselor trainees in CACREP-accredited programs are responsible for integrating multicultural considerations through broaching to ensure racially and culturally responsive counseling to clients from diverse backgrounds (Bayne & Branco, 2018; Jones et al., 2019). …
Emotion Detection Using An Ensemble Model Trained With Physiological Signals And Inferred Arousal-Valence States, Matthew Nathanael Gray
Emotion Detection Using An Ensemble Model Trained With Physiological Signals And Inferred Arousal-Valence States, Matthew Nathanael Gray
Electrical & Computer Engineering Theses & Dissertations
Affective computing is an exciting and transformative field that is gaining in popularity among psychologists, statisticians, and computer scientists. The ability of a machine to infer human emotion and mood, i.e. affective states, has the potential to greatly improve human-machine interaction in our increasingly digital world. In this work, an ensemble model methodology for detecting human emotions across multiple subjects is outlined. The Continuously Annotated Signals of Emotion (CASE) dataset, which is a dataset of physiological signals labeled with discrete emotions from video stimuli as well as subject-reported continuous emotions, arousal and valence, from the circumplex model, is used for …