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Articles 17731 - 17760 of 798359
Full-Text Articles in Entire DC Network
Role Of Childhood Trauma In Interoception And Alexithymia In Schizophrenia, Samantha Narvaez, Krista Wisner, Alina Siatka, L Elliot Hong, Joshua Chiappelli
Role Of Childhood Trauma In Interoception And Alexithymia In Schizophrenia, Samantha Narvaez, Krista Wisner, Alina Siatka, L Elliot Hong, Joshua Chiappelli
Faculty, Staff and Student Publications
Childhood trauma (CT) is a notable risk factor for schizophrenia. Separately, CT has been associated with alexithymia, referring to difficulties in identifying and describing one's own feelings, as well as disturbed interoception, referring to difficulties sensing and responding to signals that originate from within the body. Both self-perception impairments have been observed in schizophrenia; however, the role of CT in these observations in schizophrenia is unclear. To address this gap, interoception was assessed using the Multidimensional Assessment of Interoceptive Awareness (MAIA), alexithymia was assessed using the Toronto Alexithymia Scale (TAS-20), and CT was measured using the Childhood Trauma Questionnaire (CTQ) …
Cultural Influences On Camouflaging And Autistic Burnout: Examining The Experiences Of Latino Autistic Young Adults, Antonio F Pagán, Katherine A Loveland, Ron Acierno
Cultural Influences On Camouflaging And Autistic Burnout: Examining The Experiences Of Latino Autistic Young Adults, Antonio F Pagán, Katherine A Loveland, Ron Acierno
Faculty, Staff and Student Publications
The present study explored the relationship between camouflaging, autistic burnout, and cultural factors in Latino young adults with autism spectrum disorder (ASD). While autistic burnout and camouflaging have been widely studied in general ASD populations, limited research has focused on Latino individuals, who may experience unique pressures due to cultural values such as collectivism, familism, and traditional gender roles. Participants (N = 56) from the ¡Iniciando! la Adultez therapy program completed measures assessing burnout, camouflaging, acculturation, and cultural values. Results indicate that participants reported moderate to high levels of autistic burnout, with the highest levels observed in heightened self-awareness …
How To Search For The Engram: Optogenetics And Network Dynamics, Claudia Garcia Jou
How To Search For The Engram: Optogenetics And Network Dynamics, Claudia Garcia Jou
Dissertations, Theses, and Capstone Projects
Memories are thought to be encoded by ensembles of neurons called "engram cells", because their artificial activation with optogenetics leads to the behavioral expression of a memory. However, the physiological mechanisms that mediate this process remain unknown. In this thesis, I investigate how optogenetic stimulation of memory-tagged cells changes neuronal firing, spatial coding, and the geometry of neural manifolds. I used an active place avoidance task and a foraging task to label engram cells in the dorsal hippocampus with Channelrhodopsin2 (ChR2). I then recorded the hippocampal activity response to optogenetic stimulation in mice under anesthesia, head-fixed, or freely moving. I …
Conspicuous Technique: Black Avant-Garde Poetry And The Politics Of Aesthetics, Ryan Gato
Conspicuous Technique: Black Avant-Garde Poetry And The Politics Of Aesthetics, Ryan Gato
Dissertations, Theses, and Capstone Projects
This study is comprised of two essays on the politics of aesthetics in postwar American black experimental poetry. Within the domain of contemporary poetry scholarship, this study serves three distinct yet interrelated purposes: 1.) to intervene within ongoing debates about the relation—or purported lack thereof—between black artistic practices and those of the historic and American avant-gardes by emphasizing the politics of aesthetics; 2.) to offer a critique of the usage of the discourses of postmodernism and of black aesthetics in the field by elucidating the historicity of their conceptual frameworks; and 3.) to provide an alternative to contemporary scholarship’s narrow …
Somatosensory Cortex Responses To Illusory Touch In A Visual-Tactile Integration Task, Aditi Surendra Pawar
Somatosensory Cortex Responses To Illusory Touch In A Visual-Tactile Integration Task, Aditi Surendra Pawar
Dissertations, Theses, and Capstone Projects
Perceptual illusions arising from multisensory integration reveal how the brain constructs subjective experience from sensory input, and provide a powerful means of allowing the investigation of neural processes that track perceptual interpretation rather than physical stimulation alone. While visual illusions induced by auditory or tactile stimuli have been fairly well studied, the neural mechanisms underlying visually-induced illusory touch remain unclear. This study investigated whether illusory tactile perception engages the somatosensory cortex in a manner similar to veridical touch. Twenty healthy adults participated in an event-related functional magnetic resonance imaging (fMRI) study while performing a tactile numerosity judgment task. Each trial …
Filling The Gaps: Maiti Nepal And Anti-Trafficking Governance In Nepal, Sushmita Lamsal
Filling The Gaps: Maiti Nepal And Anti-Trafficking Governance In Nepal, Sushmita Lamsal
Dissertations, Theses, and Capstone Projects
Human trafficking in Nepal is closely linked to labor migration, gender inequality, and weak state capacity. In this context, non-governmental organizations play a key role in anti-trafficking efforts. This capstone project examines Maiti Nepal’s approach to prevention, rescue, and rehabilitation, with focus on its work at border points and internal facilities provided to human trafficking victims. The study analyzes how Maiti Nepal functions as a quasi-state actor by addressing gaps in Nepal’s anti-trafficking framework, highlights challenges associated with limited inconsistent funding, uneven resource distribution, and support for survivors. The study argues that Maiti Nepal’s significance lies not only in its …
The Experiences Of The Transfer Of Learning Path: Msw's Perceptions Of Organizational Influences, Alexis Howard
The Experiences Of The Transfer Of Learning Path: Msw's Perceptions Of Organizational Influences, Alexis Howard
Dissertations, Theses, and Capstone Projects
Public child welfare agencies make substantial financial and organizational investments to support workforce members returning to school to obtain advanced degrees, most notably the Master of Social Work (MSW); however, challenges remain in ensuring that newly acquired knowledge and skills are effectively and continuously applied into practice settings, a process known as transfer of learning. The work environment plays a critical role in shaping organizational conditions that either support or impede successful transfer of learning, yet empirical research remains limited in guiding public child welfare organizations to develop strategies that sustain educational investments and contribute to improved outcomes for children, …
Open To The Public(S): Privatized Public Space, Technology, And Aspirational Wealth At Hudson Yards, Troy Simpson
Open To The Public(S): Privatized Public Space, Technology, And Aspirational Wealth At Hudson Yards, Troy Simpson
Dissertations, Theses, and Capstone Projects
Using the publicly accessible plaza at the Hudson Yards development in New York City as a backdrop, this dissertation provides an examination of mechanisms by which public spaces—already under pressure from a range of factors including privatization and securitization—are further transformed via processes associated with the notion of smart cities initiatives, or platform urbanism. Following a literature review and presentation of relevant contextual background related to the history and configuration of the site, the data chapters present a range of operational and material mechanisms that cumulatively establish a class-based strategic provision of narrow boundaries for visitor access and activities oriented …
Reimagining Safety And Justice: Experiences Of And Resistance To Police Sexual Violence In New York City, Priscilla Bustamante
Reimagining Safety And Justice: Experiences Of And Resistance To Police Sexual Violence In New York City, Priscilla Bustamante
Dissertations, Theses, and Capstone Projects
In the era following both Black Lives Matter and #MeToo, police sexual violence (PSV) currently constitutes the second most commonly reported police complaint after excessive force. Police across the U.S. are caught for some form of sexual misconduct once every five days, with on-duty officers found to commit sexual assaults at more than double the rate of the general population. The gendered and racialized perpetration of sexual violence extends far beyond policing; however, it has been intensified within the masculine, militarized carceral structures designed to legally control and punish.
Accordingly, this dissertation utilizes an interdisciplinary, multi-method approach to offer what …
A Critical Lens On Emotions And Learning: Shame, Loneliness, And Alienation In Community College, Mike Rifino
A Critical Lens On Emotions And Learning: Shame, Loneliness, And Alienation In Community College, Mike Rifino
Dissertations, Theses, and Capstone Projects
This dissertation explores how community college students make sense of and navigate their emotions related to learning. Community colleges are two-year public higher education institutions that primarily serve working-class and students of color, enrolling almost half of all current undergraduates in the United States, yet their experiences are rarely addressed by researchers. Drawing on critical theories (e.g., feminist politics of emotions, Black feminist/queer women of color theorizing), emotions in this study are conceptualized as socio-politically situated, shaped by institutions and ideologies distributed through power across intersecting social identities. Although emotion research in higher education has grown substantially in the past …
Less Self, Less Fear: Manipulation Of The Self Using Virtual Out-Of-Body Experiences To Alter The Conscious And Unconscious Experience Of Emotion, Dillon Freed
Dissertations, Theses, and Capstone Projects
This study investigated whether adopting an out-of-body perspective in virtual reality (VR) reduces subjective and physiological emotional responses to vicarious pain stimuli compared to inhabiting a first-person embodied avatar. Twenty-four participants experienced two counterbalanced VR conditions: (1) Avatar Embodiment (AV), in which they inhabited a photorealistic avatar from a first-person perspective, and (2) a Virtual Out-of-Body Experience (vOBE), in which they observed their avatar from a displaced third-person perspective. In both conditions, participants viewed a standardized series of vicarious pain images while electrodermal activity was recorded and self-report measures of embodiment (AV) and disembodiment (the vOBE state), emotional intensity (a …
Good Mothers: Black Disabled Mothers & The Family Policing System, Siobhan Pokorney
Good Mothers: Black Disabled Mothers & The Family Policing System, Siobhan Pokorney
Dissertations, Theses, and Capstone Projects
Good Mothers: Black Disabled Mothers & the Family Policing System is a qualitative study utilizing 16 in-depth individual interviews with mothers who broadly identified as Black, disabled mothers who had at least one interaction with the family policing system as adults in or around NYC. The study examines the work these mothers engage in to navigate their identities and strategically present themselves as good mothers while facing state surveillance and oppressive systems (specifically the family policing system) which automatically frame them as “unfit mothers.” It traces their experiences and the identity work that they engage in through the anticipatory trauma …
Calculated Risks: The Power Of Predictive Risk Models To Regulate Families Of Color, Ashleigh Washington
Calculated Risks: The Power Of Predictive Risk Models To Regulate Families Of Color, Ashleigh Washington
Dissertations, Theses, and Capstone Projects
This dissertation examines predictive risk modelling (PRM) in New York City Administration for Children's Services (ACS), specifically exploring AI-enabled design features, practices, and encoded and racialized assumptions about risk in child welfare prevention services. Guided by Critical Race Theory and the Algorithmic Ecology framework, this study traces how PRM in ACS evolved from a service termination tool into a broader, largely internal surveillance apparatus that leverages families’ personal information, including health information, to assess risk of future maltreatment and to evaluate contracted service providers. Drawing on analysis of public records and in-depth interviews with Black parents, the findings describe how …
Conditions Of Vulnerability: Interpreting Social Condition Discrimination, Colleen Sheppard, Geneviève Plumptre, Hannah Reaburn
Conditions Of Vulnerability: Interpreting Social Condition Discrimination, Colleen Sheppard, Geneviève Plumptre, Hannah Reaburn
Dalhousie Law Journal
At a time of deepening structural inequality, it is important to develop human rights categories that respond to the needs of diverse social groups living in conditions of vulnerability. One source of protection, aimed at countering the exclusion and maltreatment of people who are socially or economically disadvantaged, is the addition of “social condition” as a prohibited ground of discrimination. Québec, the Northwest Territories, and New Brunswick have such protection in their anti-discrimination laws. In this article, we argue that the social condition ground is an important tool for redressing intersectional, group-based vulnerabilities that do not fit readily into traditional …
Back-On-Track: Protocol For Randomised Controlled Feasibility Trial Of Behavioural Activation In Farmers With Mood Problems, Alison Kennedy, Richard Gray, Martin Jones, Anna Greene, Lauren Mitchell, Meera Senthuren, Suzy Malseed, Feby Savira, Kelly Barnes, Kate Gunn, Susan Brumby
Back-On-Track: Protocol For Randomised Controlled Feasibility Trial Of Behavioural Activation In Farmers With Mood Problems, Alison Kennedy, Richard Gray, Martin Jones, Anna Greene, Lauren Mitchell, Meera Senthuren, Suzy Malseed, Feby Savira, Kelly Barnes, Kate Gunn, Susan Brumby
Research outputs 2022 to 2026
The mental health of people living in farming communities has been identified as an important public health issue. Cumulative exposure to a range of situational factors contributes to heightened risk of poor mental health and suicide. Access to evidence-based psychological treatments is limited by the availability of skilled mental health professionals. The aim of this trial—co-designed by members of the farming community—is to establish the feasibility of conducting randomised controlled, trial-testing, peer-worker-delivered Behavioural Activation in the farming community. We will undertake a single-blind, parallel group, randomised controlled feasibility trial in rural Australia. People living in farming communities aged over 15 …
Harmonizing Neuropsychological Test Data Across Prospective Studies, Rosita Shishegar, James D. Doecke, Yen Ying Lim, Pierrick Bourgeat, Vincent Dore, Bhargav Tallapragada, Simon M. Laws, Tenielle Porter, Samantha Burnham, Azadeh Feizpour, Ashley Gillman, Michael Weiner, Jason Hassenstab, Christopher C. Rowe, Victor L. Villemagne, Colin L. Masters, Jurgen Fripp, Hamid Sohrabi, Paul Maruff
Harmonizing Neuropsychological Test Data Across Prospective Studies, Rosita Shishegar, James D. Doecke, Yen Ying Lim, Pierrick Bourgeat, Vincent Dore, Bhargav Tallapragada, Simon M. Laws, Tenielle Porter, Samantha Burnham, Azadeh Feizpour, Ashley Gillman, Michael Weiner, Jason Hassenstab, Christopher C. Rowe, Victor L. Villemagne, Colin L. Masters, Jurgen Fripp, Hamid Sohrabi, Paul Maruff
Research outputs 2022 to 2026
Introduction: Alzheimer's disease (AD) research relies on large datasets and advanced statistical models. However, individual population studies often lack sufficient sample size for conclusive results. Harmonizing cognitive test data across studies can address this gap, despite differences in testing protocols. This study harmonizes cognitive data from three major AD cohorts to support robust clinical–pathological modelling. Methods: Information from the Alzheimer's Disease Neuroimaging Initiative (N = 1446); Australian Imaging, Biomarkers and Lifestyle (N = 1764); and Open Access Series of Imaging Studies-3 (N = 440) were integrated, including cognitive scores, demographics, genetics, and clinical and neuroimaging data. Neuropsychological tests relevant to …
Humanitarian Hospitality: A Framework For Ethical Encounters In Crisis Tourism, Georges El Hajal, Rodney Westerlaken, Erwin Losekoot
Humanitarian Hospitality: A Framework For Ethical Encounters In Crisis Tourism, Georges El Hajal, Rodney Westerlaken, Erwin Losekoot
Research outputs 2022 to 2026
This paper introduces humanitarian hospitality as a conceptual framework for understanding relational ethics and care practices in crisis-affected tourism. While volunteer tourism, disaster recovery travel, and solidarity-based travel bring individuals into crisis-affected destinations, the hospitality that unfolds in these non-commercial encounters remains under-theorised. Drawing on philosophical perspectives and exploratory qualitative insights from 145 Red Cross and Red Crescent volunteers and aid workers, the study examines how emotional labour, ethical care, and informal hosting are enacted in contexts of conflict and displacement. The findings both parallel and complicate conventional host–guest dynamics, highlighting the ethical and emotional complexities of providing care under …
Overtourism In Bali And Lombok: A Governance And Community Perspective On Challenges And Strategies For Sustainable Development, Rudy Pramono, Juliana Juliana, Meitolo Hulu, Arifin Djakasaputra, Ferry Jie
Overtourism In Bali And Lombok: A Governance And Community Perspective On Challenges And Strategies For Sustainable Development, Rudy Pramono, Juliana Juliana, Meitolo Hulu, Arifin Djakasaputra, Ferry Jie
Research outputs 2022 to 2026
The rapid expansion of tourism in Bali and Lombok has precipitated a state of overtourism, critically challenging their ecological and socio-cultural carrying capacities. This study, conducted between 2023 and 2024, employs a qualitative case study approach to investigate the manifestations of overtourism and the efficacy of prevailing mitigation strategies. Data were collected through 32 in-depth interviews, four focus group discussions, and extensive field observations across key destinations in both islands. The findings reveal that overtourism is not merely a function of high visitor numbers but a symptom of systemic governance failure. Key manifestations include acute environmental degradation, the commodification of …
Situation Descriptions In Situational Judgment Tests: A Matter Of Including Trait-Relevant Situational Cues?, Philipp Schapers, Stefan Krumm, Filip Lievens, Jan-Philipp Freudenstein, Julian Schulze, Cornelius J. Konig
Situation Descriptions In Situational Judgment Tests: A Matter Of Including Trait-Relevant Situational Cues?, Philipp Schapers, Stefan Krumm, Filip Lievens, Jan-Philipp Freudenstein, Julian Schulze, Cornelius J. Konig
Research Collection Lee Kong Chian School Of Business
SJTs have traditionally been conceptualized as low-fidelity simulations of how respond to work-related situations. Yet, several studies demonstrated that situation descriptions were necessary to solve some SJT items, whereas they were not needed for other SJT items. So far, no solid support was found for various factors (e.g., item characteristics, presentation format, instructions, and content domain) that make some situation descriptions relevant and others irrelevant for responding to SJT items. Building on trait activation theory, we posit that trait-relevant situational cues serve as an ignored factor in SJT situation descriptions. Across two main studies (N-1 = 269, N-2 = 1,092), …
The Distinctiveness Effect: How Cross-Country Dissimilarities Influence Governance Decisions, Ilya Cuypers, Gokhan Ertug, Niels G. Noorderhaven, Korcan Kavusan
The Distinctiveness Effect: How Cross-Country Dissimilarities Influence Governance Decisions, Ilya Cuypers, Gokhan Ertug, Niels G. Noorderhaven, Korcan Kavusan
Research Collection Lee Kong Chian School Of Business
Transaction cost theory is one of the most commonly used theories to explain how firms govern their economic activities. In the context of cross-border collaborations, transaction cost theory proposes that dissimilarities between the partners’ home countries, which constitute a key source of behavioral uncertainty, affect how collaborations are governed (i.e. whether firms opt for equity joint ventures or non-equity alliances). Although many firms are likely to face more than one dimension of dissimilarity—for example, in terms language and religion, as well as culture—studies in transaction cost theory typically focus on how each source of dissimilarity impacts governance choices independently, in …
Digital Marine Citizenship Toolkit: Connecting To The Sea – The Role Of Digital Engagement For Marine Citizenship, Katharine Willis, Kizzy Beaumont
Digital Marine Citizenship Toolkit: Connecting To The Sea – The Role Of Digital Engagement For Marine Citizenship, Katharine Willis, Kizzy Beaumont
School of Art, Design and Architecture
Digital Marine Citizenship (DMC) uses creative and digital tools, often developed through artistic and creative practice, to help people connect with, care for, and takeaction for their local seas. It offers practical ways to understand our relationship withthe ocean and to play an active role in shaping sustainable coastal futures.By combining creativity and technology, and working with artists and communitiesto design meaningful experiences, DMC helps turn awareness into action and fosters a shared sense of belonging to the marine environment.This Toolkit has been created to inspire and support practitioners, community groups, and organisations who want to explore digital and creative …
The Effects Of Linguistic Ostracism On Job Performance. A Replication And An Extension, John Fiset, Devasheesh P. Bhave
The Effects Of Linguistic Ostracism On Job Performance. A Replication And An Extension, John Fiset, Devasheesh P. Bhave
Research Collection Lee Kong Chian School Of Business
We examined the phenomenon of linguistic ostracism—instances where a focal workgroup member perceives other members of their workgroup have rejected and/or excluded them by using a language they cannot comprehend. In a 2021 article, Fiset and Bhave observed that linguistic ostracism was related to two dimensions of job performance (interpersonal citizenship and deviance) and that disidentification served as an explanatory mechanism for the linguistic ostracism–job performance relationship. We constructively replicate and extend their work in several ways. First, we replicate prior effects on interpersonal citizenship and deviance and extend their work to focus on a third dimension of job performance: …
Personal Resources Among Pre-Service Teachers: An Examination Of Links With Subjective Vitality And Occupational Commitment, Helena Granziera, Rebecca J. Collie, Caroline Mansfield
Personal Resources Among Pre-Service Teachers: An Examination Of Links With Subjective Vitality And Occupational Commitment, Helena Granziera, Rebecca J. Collie, Caroline Mansfield
Research outputs 2022 to 2026
The retention of pre-service teachers presents persistent and significant challenges for education and society alike. An emerging body of research suggests that the cultivation of personal resources may serve as a means to foster PSTs wellbeing, which is integral to fostering positive experiences within teacher education. We sought to examine this potential association in a sample of 664 Australian teachers by investigating the associations between five personal resources - adaptability, workplace buoyancy, psychological detachment, optimism, and social self-efficacy - and two teaching-related outcomes: subjective vitality at work and occupational commitment. Using structural equation modelling, analysis of data collected from PSTs …
Addressing Systemic Workforce Challenges In General Practice—A Qualitative Study Of General Practitioners In Ireland, Uzair Shabbir, Ray O’Connor, Joe Macdonagh, Andrew O’Regan
Addressing Systemic Workforce Challenges In General Practice—A Qualitative Study Of General Practitioners In Ireland, Uzair Shabbir, Ray O’Connor, Joe Macdonagh, Andrew O’Regan
Research Outputs: 2025-Present
Background General practice across Europe faces a workforce crisis, with a projected shortfall of up to 1660 general practitioners in Ireland by 2028. While policy interventions have been proposed, a gap remains between the Irish health system's strategic objectives and the day-to-day realities experienced by general practitioners. Objective The aim of this study is to explore the perspectives of Irish general practitioners in addressing recruitment and retention challenges in general practice. Specific objectives include identifying solutions and the supports necessary for sustainable future general practice. Methods A qualitative study design was employed, utilizing semi-structured online interviews with general practitioners recruited …
Market Culture And Innovation Acceptance In Fire Safety Products: The Moderating Role Of Perceived Market Regulation, Xu Zhang
Dissertations and Theses Collection (Open Access)
Against the backdrop of continuously rising global fire safety standards and ongoing technological iteration in fire protection products, whether innovative fire protection products can be effectively accepted by the market has become a critical issue influencing the returns on firms’ innovation investments and the high-quality development of the industry. Existing studies have predominantly explored innovation diffusion mechanisms from the perspectives of technological attributes or organizational factors, while paying relatively limited attention to market culture as a contextual factor, as well as to the differentiated role that government regulation may play in this process. Based on this, this study takes institutional …
Examining The Effect Of Newcomers’ Adaptability On Proximal And Distal Outcomes Of Organizational Socialization, Vahe Permzadian, Mishra Vipanchi
Examining The Effect Of Newcomers’ Adaptability On Proximal And Distal Outcomes Of Organizational Socialization, Vahe Permzadian, Mishra Vipanchi
Psychological Science Faculty Research & Creative Works
We investigate the role of individual adaptability (I-ADAPT) in newcomer socialization by exploring its effects on the proximal and distal outcomes of the work-role transition process. Based on I-ADAPT theory, our study assesses how I-ADAPT affects the three key indicators of newcomer adjustment (i.e., role clarity, task mastery, and social acceptance) and, in turn, their effect on the distal socialization outcomes of job satisfaction, turnover intention, and work withdrawal. Using a 2-wave prospective design, we collected data from 280 newcomers recruited through Prolific. Results indicated that I-ADAPT dimensions differentially predict newcomer adjustment, with learning adaptability affecting role clarity, uncertainty adaptability …
Sit, Stay, And Teach: Exploring Teachers' Perceptions Of Facility Dogs' Impact On Stress And Retention, Dennis Powers
Sit, Stay, And Teach: Exploring Teachers' Perceptions Of Facility Dogs' Impact On Stress And Retention, Dennis Powers
Graduate Student Dissertations, Theses, Capstones, and Portfolios
The teaching profession remains at a high level of workplace stress, a factor contributing to teacher burnout and turnover. The study examines how teachers in K-12 public education perceived that facility dogs might reduce stress, increase job satisfaction, and aid in teacher retention in public schools of a southeastern state. The study employed a qualitative, cross-sectional survey that was emailed to 112,546 educators from a LISTSERV request. A total of 1,242 individuals provided informed consent and completed the survey, which consisted of Likert-scale measurement items, open-ended questions, and an informational video inserted to achieve a common understanding of the facility …
Recognition At Work: How Managerial Acknowledgment Shapes Team-Level Outcomes, Annalissa Thomas
Recognition At Work: How Managerial Acknowledgment Shapes Team-Level Outcomes, Annalissa Thomas
Dissertations, Theses, and Capstone Projects
Employee recognition has become a central focus for organizations worldwide, with billions of dollars spent annually on recognition programs. Despite this investment, scientific research on the effectiveness of recognition beyond performance outcomes remains limited. Furthermore, little is known about how recognition operates at the team-level and the specific attributes that make recognition impactful. This study addresses these gaps by disentangling the nuanced attributes of recognition and exploring their influence on employee perceptions of recognition. It also examines how these perceptions affect key outcomes, including perceptions of manager support, job security, autonomy, team cohesion, and engagement, and tests whether trust moderates …
Melody: Mediation Analysis In Logistic Regression For High-Dimensional Mediators And A Binary Outcome, Sunyi Chi, Xingyu Li, Peng Wei, Xuelin Huang
Melody: Mediation Analysis In Logistic Regression For High-Dimensional Mediators And A Binary Outcome, Sunyi Chi, Xingyu Li, Peng Wei, Xuelin Huang
Faculty, Staff and Student Publications
Mediation analysis is a pivotal tool for elucidating the indirect effect of an environmental factor or treatment on disease through potentially high‐dimensional omics data, such as gene expression profiles. However, traditional mediation analysis methods tailored for binary outcomes often rely on the rare disease assumption in logistic regression and provide inadequate measures of total mediation effect when multiple mediators have effects in different directions. In this paper, we develop a MEdiation analysis framework in LOgistic regression for high‐Dimensional mediators and a binarY outcome (MELODY). It leverages a second‐moment‐based measure analogous to the ��2 for linear models to quantify the total …
Apea: A Type 1 Diabetes Self-Management Ambient-Ai Assistance Tool That Bridges Trajectory Prediction, Interactive Explanation, And Just-In-Time Adaptive Intervention Action., Kun-Yi Chen, Erin M. Tallon, Chi-Ren Shyu
Apea: A Type 1 Diabetes Self-Management Ambient-Ai Assistance Tool That Bridges Trajectory Prediction, Interactive Explanation, And Just-In-Time Adaptive Intervention Action., Kun-Yi Chen, Erin M. Tallon, Chi-Ren Shyu
Manuscripts, Articles, Book Chapters and Other Papers
Helping patients self-managing diseases like type 1 diabetes (T1D) requires informatics tools delivering real-time predictions with explainable, actionable guidance. However, many healthcare AI solutions lack actionable recommendations and user-friendly explanations, limiting clinical impacts. We introduce APEA, a pediatric T1D self-management Ambient-AI assistance tool, integrating glucose multi-trajectory-scenarios Prediction, interactive, context-aware large language model Explanations, and just-in-time adaptive intervention policy optimization for Actionable real-time suggestions through reinforcement learning. Using T1DEXIP dataset (262 pediatric T1D patients, multi-center), our results showed improved glucose control outcomes: 45% over human management, 69% over infusion-pump management. Although constrained by small sample size and …