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Butterfly Taxa Discovery Via Genomic Analysis, Jing Zhang, Qian Cong, Jinhui Shen, Leina Song, Nick V. Grishin Jun 2026

Butterfly Taxa Discovery Via Genomic Analysis, Jing Zhang, Qian Cong, Jinhui Shen, Leina Song, Nick V. Grishin

The Taxonomic Report of the International Lepidoptera Survey

Expanding a genomics-guided assessment of butterfly taxonomy, we integrate phylogenetic evidence from all protein-coding genes with morphological considerations to refine our understanding of butterfly systematics and discover new taxa. As a result, 2 subgenera, 39 species, and 5 subspecies are proposed as new (type species in original combinations or type localities are listed in parentheses): Erebia (Magda) magdalena uintana Grishin, ssp. n. (USA: Utah, Uintah Co.) in Nymphalidae Rafinesque, 1815; Myselasia rondea Grishin, sp. n. (Brazil: Rondônia), Myselasia pseudocrinon Grishin, sp. n. (Ecuador: Pastaza), Myselasia paramatuta Grishin, sp. n. (Ecuador: Morona-Santiago), Euselasia anapellos Grishin, sp. n. (Peru: Loreto), …


Assessing Video Game Pedagogy For Civil Engineering Education And K-12 Stem Engagement, Jillian Codron, Anahid A. Behrouzi Jun 2026

Assessing Video Game Pedagogy For Civil Engineering Education And K-12 Stem Engagement, Jillian Codron, Anahid A. Behrouzi

Architectural Engineering

Traditional civil engineering education is often structured around a “theory before practice” model, where students first learn concepts in lecture and then confirm them in a laboratory setting. This paper explores an alternative approach to this, involving leveraging video games as exploratory, feedback-rich platforms for introducing K-12 students to civil engineering.

The objectives of this work are to: (1) evaluate the educational potential of the selected games, (2) survey undergraduate structural engineering students and current practitioners to assess how gaming has shaped their interest in STEM pathways, (3) conduct interviews with faculty and educators to capture perspectives on integrating game-based …


A Guide To Change Management Using The Sarah Model, Sara Kern, Sarah Barbrow, Sarah Jane Dooley, Sarah E. Lester, Sarah Over Jun 2026

A Guide To Change Management Using The Sarah Model, Sara Kern, Sarah Barbrow, Sarah Jane Dooley, Sarah E. Lester, Sarah Over

Library Scholarship

Academic libraries are the heart of colleges and universities and, as such, are often centrally involved in and impacted by changes in the greater higher education landscape. For those working in these spaces, familiarity with strategies for managing change is essential to support yourself and others during especially turbulent times. The SARAH model, described below in bullet points with our modifications in brackets, offers a memorable way to understand responses to change, be they our own or others.

S - Shock or Surprise
A – Anger [Anxiety, Alert, or Anticipation]
R – Resistance or Rejection [Re-engagement, or Rationalization]
A - …


A Scoping Review Of Preventive Interventions To Reduce Violence Against Women And Girls In The Islamic Republic Of Iran, Wahiba Abu-Ras, Leena Babiker Idris, Shahira Amin, Ashley Butler, Patricia J. Kelly, Basil H. Aboul-Enein Jun 2026

A Scoping Review Of Preventive Interventions To Reduce Violence Against Women And Girls In The Islamic Republic Of Iran, Wahiba Abu-Ras, Leena Babiker Idris, Shahira Amin, Ashley Butler, Patricia J. Kelly, Basil H. Aboul-Enein

College of Nursing Faculty Papers & Presentations

In Iran, violence against women (VAWG) remains highly prevalent, with reported rates ranging from 22.9% to 66%, underscoring the need for effective, contextually grounded interventions.   This scoping review aimed to systematically identify, map, and critically appraise intervention strategies addressing VAWG in Iran.   Guided by PRISMA-ScR and the PICOS framework, comprehensive searches were conducted across nine databases from 2000 to September 2024. Eligible studies included intervention-based research conducted in Iran that reported outcomes related to violence reduction, psychological well-being, or empowerment. Thirteen studies met the inclusion criteria.   The included studies demonstrated heterogeneous designs, theoretical frameworks, and outcome measures. Four interventions targeted …


Colostrum Management For Dairy Calves: Key Practices For Calf Health And Performance, Drew Swartz, Jacob Hadfield, Kalen Taylor, Maggi Mathews Jun 2026

Colostrum Management For Dairy Calves: Key Practices For Calf Health And Performance, Drew Swartz, Jacob Hadfield, Kalen Taylor, Maggi Mathews

All Current Publications

This fact sheet provides practical recommendations for dairy producers to improve colostrum management and support calf health and performance.


Where Evidence-Based Medicine Meets Ai: Promise, Pitfalls, And Practice, Sangil Lee, Joshua Davis, Ken Milne, Christina Shenvi, Lars K. Beattie, Martin Wegman, Laura Melville, Richard D. Shih, Bryan Kane Jun 2026

Where Evidence-Based Medicine Meets Ai: Promise, Pitfalls, And Practice, Sangil Lee, Joshua Davis, Ken Milne, Christina Shenvi, Lars K. Beattie, Martin Wegman, Laura Melville, Richard D. Shih, Bryan Kane

Department of Emergency Medicine Faculty Papers

No abstract provided.


Assessing The Effect Of Chromolaena Odorata On Maize (Zea Mays L.) Growth And Yield In The Semi-Deciduous Forest Zone Of Côte D’Ivoire, Roger Bayala, Lisette Zeh Tokpa, Firmin Kouamé Konan, Kouamé Emile Ange Brou, Ambroise Casimir Laopé Siene, Pauline Amanko Ndouba, Nathanael A. Bogie, Sabas Sadaiou Yao Barima Jun 2026

Assessing The Effect Of Chromolaena Odorata On Maize (Zea Mays L.) Growth And Yield In The Semi-Deciduous Forest Zone Of Côte D’Ivoire, Roger Bayala, Lisette Zeh Tokpa, Firmin Kouamé Konan, Kouamé Emile Ange Brou, Ambroise Casimir Laopé Siene, Pauline Amanko Ndouba, Nathanael A. Bogie, Sabas Sadaiou Yao Barima

Faculty Research, Scholarly, and Creative Activity

Chromolaena odorata is a dominant pioneer species in the successional vegetation following deforestation in humid and sub-humid tropical regions. Despite its prevalence, the specific interactions between C. odorata and subsequent food crops remain poorly characterized. This study aimed to evaluate the influence of C. odorata on the growth and yield of maize (Zea mays L.) under varying nutrient regimes. The experiment employed a randomized complete block design to assess the interaction between shrub presence (present vs. absent) and fertilization (0 or 1× the recommended N–P–K rate). The results indicated that the presence of C. odorata significantly increased maize height, stem …


Transformative Leadership In Community Schools: Building Equitable Cultures And Sustainable Community Partnerships For Student Success, Latiecea Janie Hailey-Brown Jun 2026

Transformative Leadership In Community Schools: Building Equitable Cultures And Sustainable Community Partnerships For Student Success, Latiecea Janie Hailey-Brown

USF Tampa Graduate Theses and Dissertations

Abstract

This qualitative autoethnographic inquiry explored how transformative and relational leadership were enacted and evolved during the creation, development, and sustainability of a community partnership school, and how these leadership experiences shaped my understanding of leadership and influenced my development and identity as a leader. Grounded in a constructivist paradigm and framed within a scholarly practitioner orientation, I critically examined my leadership experiences as assistant principal and principal of Havenwood: A Community Partnership School, the first community school in Rosewood County, Florida. Through reflective analysis of leadership practices, relationships, and decision-making processes, I illuminated how my leadership contributed to student …


Chiari Malformation Type 1 Is Associated With A Smaller Fourth Ventricle Volume - A Multi-Cohort Replication Study, Jarod L Roland, Thanda Meehan, Alexandra Gabliani, Scott Marek, Nico Dosenbach, Joshua S Shimony, Nilay Jakati, Yi Li, Leo Sugrue, Jennifer M Strahle, Chenyang Lu, David D Limbrick, Gabe Haller Jun 2026

Chiari Malformation Type 1 Is Associated With A Smaller Fourth Ventricle Volume - A Multi-Cohort Replication Study, Jarod L Roland, Thanda Meehan, Alexandra Gabliani, Scott Marek, Nico Dosenbach, Joshua S Shimony, Nilay Jakati, Yi Li, Leo Sugrue, Jennifer M Strahle, Chenyang Lu, David D Limbrick, Gabe Haller

2020-Current year OA Pubs

Chiari Malformation Type 1 (CM1) is canonically defined by ectopic position of the cerebellar tonsils with additional anatomic variations described inconsistently. Effect on fourth ventricle volume is controversial with prior studies reporting disparate results and methodologically limited to single institution series that hinder generalizability. This limitation was addressed utilizing multiple data sources, longitudinal replication, and reproducible methods using both FreeSurfer and the deep learning-based DL+DiReCT tools for automated volumetrics. First, we analyzed a local retrospective clinical cohort of individuals with CM1 and controls. Using data from the Adolescent Brain Cognitive Development (ABCD) Study, we analyzed volumes at baseline then replicated …


Disability Stigma, Disability Identity, And Psychological Distress Among Young Adults With Disabilities, Dylan G. Serpas Jun 2026

Disability Stigma, Disability Identity, And Psychological Distress Among Young Adults With Disabilities, Dylan G. Serpas

USF Tampa Graduate Theses and Dissertations

Disability discrimination is positively associated with psychological distress. Internalized disability stigma or the extent to which negative beliefs about one’s disability become personally adopted is implicated as a mediator. Moreover, disability identity processes, including identity affirmation and rejection may shape downstream consequences of navigating disability discrimination and internalization processes. These relationships are particularly relevant among young adults with disabilities (YAWD) who navigate a critical developmental period characterized by identity formation and heightened perception to social evaluation. In this study, 233 YAWD aged 18 to 25 completed a cross-sectional survey measuring disability microaggressions, internalized disability stigma, disability identity (rejection and affirmation), …


The Nature Of Physical Bravery: A Principal Component Analysis Of Bravery Using Personality Attributes, Trauma History, And Resilience In A Mixed Military And Civilian Sample, Colin Simsarian, Daniel Baldini, Brenda E. Hammond, Julianna Christofi, Sana F. Usmani, Holly M. Mcgrath, Carolina Rader, Erik Wendel Rice, James Moses, Bruce Bongar Jun 2026

The Nature Of Physical Bravery: A Principal Component Analysis Of Bravery Using Personality Attributes, Trauma History, And Resilience In A Mixed Military And Civilian Sample, Colin Simsarian, Daniel Baldini, Brenda E. Hammond, Julianna Christofi, Sana F. Usmani, Holly M. Mcgrath, Carolina Rader, Erik Wendel Rice, James Moses, Bruce Bongar

Heroism Science

Heroism is a complex phenomenon shaped by psychological constructs such as bravery and courage, yet empirical research on physical bravery remains limited. This study examined the relationships among physical bravery, personality traits, trauma history, and resilience in a sample of military servicemembers and civilians (N = 197; M age = 27.69). Participants completed the Physical Bravery Survey, and data were analyzed using principal component analysis. Results identified four components explaining 70.52% of the variance in responses. Findings suggest that physically brave individuals tend to be adventurous, cognitively flexible, self-confident, humorous, resilient, and more likely to report a history of trauma. …


Program (Pdf), Department Of Orthopaedics Jun 2026

Program (Pdf), Department Of Orthopaedics

Dept. of Orthopaedics: Robert D. D’Ambrosia Lectureship & Research Day

Program with abstracts for the 22nd Annual Dept of Orthopaedics Annual Robert D. D’Ambrosia Lectureship & Research Day held June 20, 2026.


Vector-Borne Viral Diseases In Horses, Sunutcha Suntrarachun Jun 2026

Vector-Borne Viral Diseases In Horses, Sunutcha Suntrarachun

The Thai Journal of Veterinary Medicine

Vector-borne viral diseases are major threats to equine health worldwide. These infections are transmitted by arthropod vectors such as mosquitoes, biting midges, and horseflies, resulting in clinical manifestations ranging from mild febrile illness to severe neurological, respiratory, circulatory, or hematologic disorders with high mortality rates. Major equine vector-borne viral diseases include African horse sickness (AHS), equine infectious anemia (EIA), equine encephalomyelitis (Eastern: EEE, Western: WEE, and Venezuelan: VEE), West Nile virus (WNV), and Japanese encephalitis (JE). Each disease is caused by a distinct viral pathogen and transmitted by specific vectors that influence their epidemiology and geographic distribution. Transmission occurs through …


A Storm-Ai Primer With An Operationally Representative Example, Shiu-Kai Chin, Matthew Clark, Garrett Katz, Jae C. Oh, William Young Jun 2026

A Storm-Ai Primer With An Operationally Representative Example, Shiu-Kai Chin, Matthew Clark, Garrett Katz, Jae C. Oh, William Young

Electrical Engineering and Computer Science - All Scholarship

A STORM-AI Primer with an Operationally Representative Example presents the Systems-Theoretic Technical and Operational Risk Management with Artificial Intelligence (STORM-AI) methodology, a transdisciplinary framework for establishing the trustworthiness of mission systems that may incorporate AI components. The core value proposition of STORM-AI is mission assurance—ensuring that mission systems behave with the predictability and proportionality required by senior leadership and demanded by international humanitarian law. STORM-AI achieves this by faithfully preserving commander's intent from high-level mission descriptions down to hardware-level behavioral specifications through a structured sequence of four formally grounded models: a Mission Model, a Protection (Loss Control) Model, a Security …


From Compliance To Regulation: Comparing Sensory And Behavioral Approaches For Elementary Students With Emotional Behavioral Disorders (Ebd), Morgan M. Lassila Jun 2026

From Compliance To Regulation: Comparing Sensory And Behavioral Approaches For Elementary Students With Emotional Behavioral Disorders (Ebd), Morgan M. Lassila

Graduate Teacher Education

Traditional elementary classroom management often relied on top-down behavioral compliance models, which frequently proved insufficient when a student with an Emotional Behavioral Disorder (EBD) experienced physiological dysregulation. This systematic research synthesis examined literature from the past 15 years to evaluate how proactive, bottom-up, sensory-based interventions (SBIs) compared with traditional behavioral supports in reducing emotional dysregulation among public school elementary students (K-5). The findings indicated that the most effective methodology required a dual-approach framework. Integrating conventional behavioral tools, such as Positive Behavioral Interventions and Support (PBIS), with proactive sensory strategies effectively targeted the neurological roots of behavior. Furthermore, the literature demonstrated …


Enhancing Emotional Support For Advanced Placement Students, Laine Mckay Nesbitt Jun 2026

Enhancing Emotional Support For Advanced Placement Students, Laine Mckay Nesbitt

Theses and Dissertations

Although they may struggle with their emotional well-being, academically accelerated students are underrepresented in the research literature. Teachers are in a position to influence students' emotional well-being. Minimal qualitative research with student voices has been conducted. This study highlights the perspectives of students who have participated in an academically accelerated program. Students were interviewed about what their teachers do to help or hinder their emotional well-being and what they wish that teachers could do to support their emotional well-being. A total of 14 high school students were interviewed using the critical incident technique (CIT). The participants emphasized the importance of …


Maternal Perspectives On Support Needs: Insights From The Fonofale Model, Sara Lani Ditto Jun 2026

Maternal Perspectives On Support Needs: Insights From The Fonofale Model, Sara Lani Ditto

Theses and Dissertations

This interpretative phenomenological analysis (IPA) explored the lived experiences of parents raising children with disabilities in American Samoa. Five participants across two focus groups shared their perspectives on navigating educational, healthcare, and community systems while supporting their children with disabilities. Using the fonofale model as a cultural framework, the study incorporated culturally responsive methodology including card sort activities to facilitate dialogue on potentially sensitive topics. Analysis followed the Nizza et al. (2021) IPA approach, progressing from exploratory notes to experiential statements, clustered themes, and finally overarching themes. Findings revealed four major themes: systemic burden on parents, structural and service gaps, …


Respect And Aggression In Intimate Relationships: A Grounded Theory Of Relational Responsiveness, Aaron T. Fife Jun 2026

Respect And Aggression In Intimate Relationships: A Grounded Theory Of Relational Responsiveness, Aaron T. Fife

Theses and Dissertations

The negative effects of aggression in intimate relationships have been well documented through research and clinical literature (Lawrence & Bradbury, 2001; Shortt et al., 2006). Conversely, the positive effects of respectful behavior are well-known (Gottman, 1994; Dew & Wilcox, 2013). This important dimension of relationships is crucial to understanding what makes up healthy and unhealthy relationships. However, little is known about how couples understand the varying types of respect and aggression within intimate relationships, nor how they are lived and experienced relationally. The purpose of this study is to explore the dyadic processes behind respect and aggression as well as …


Toward Passwordless Document Encryption, Isaac Henry Teuscher Jun 2026

Toward Passwordless Document Encryption, Isaac Henry Teuscher

Theses and Dissertations

Document files with sensitive information are used across nearly every industry. In recent years, cyberattacks targeting cloud-based file transfer applications have resulted in millions of sensitive documents being exposed. Although document encryption methods exist, they are often limited in usability, security, or deployability. Password-based encryption, the most widely available option, remains vulnerable to brute-force attacks, unauthorized sharing, and human error. We address these gaps in three phases. First, we present a structured comparative framework adapted from the usability-deployability-security model to evaluate nine document encryption methods across 15 design properties, identifying the benefits and limitations of current approaches. Second, we design …


Likes, Lies, And Body Esteem: The Moderating Effects Of Age, Concealment, And Gender Between Social Media And Body Esteem For Utah Adolescents, Talise Hirschi Jun 2026

Likes, Lies, And Body Esteem: The Moderating Effects Of Age, Concealment, And Gender Between Social Media And Body Esteem For Utah Adolescents, Talise Hirschi

Theses and Dissertations

Social media use has become common among adolescents and contains many messages about one's body such as the thin and muscular ideal. Many parents are learning how to help their adolescent learn how to use social media, and some adolescents may conceal their social media use for various reasons. 588 adolescents (ages 11-18; 77% White; 55% female) from Utah filled out surveys about their social media use and body esteem each school year. In a two-wave cross lag panel model, specific aspects of social media use such as time spent on social media, problematic media use (PMU), and social media …


I Will Defend My Self, Emily Ward Hawkins Jun 2026

I Will Defend My Self, Emily Ward Hawkins

Theses and Dissertations

This thesis examines caregiving and motherhood as forms of load-bearing infrastructure. Cultural narratives often portray motherhood through sentimental images of joy, tenderness, and devotion, obscuring the structural labor that sustains family life. This project examines maternal labor as a largely unseen system of support that organizes family life while often remaining backgrounded. Caregiving reorganizes time, space, ambition, embodiment, and future orientation within maternal life. Through sculptural works using architectural materials and construction systems, such as oriented strand board, blueprint racks, metal armatures, and graph paper, the project visualizes caregiving as a structural condition. These materials reference the language of architecture …


Practical Implementation Of Ethnomathematics To Increase The Engagement, Math Self-Efficacy, And Hawaiian Cultural Identity Of HawaiʻI Algebra 2 Students, Kamalani George Mamatuki Kaluhiokalani Jun 2026

Practical Implementation Of Ethnomathematics To Increase The Engagement, Math Self-Efficacy, And Hawaiian Cultural Identity Of HawaiʻI Algebra 2 Students, Kamalani George Mamatuki Kaluhiokalani

Theses and Dissertations

The underrepresentation of Hawaiian cultural practices in mathematics education has contributed to a disconnect between students' cultural identities and their academic experiences, resulting in diminished engagement among Native Hawaiian learners. This design-based research examines the integration of ethnomathematics into high school mathematics curricula, with a focus on Hawaiian cultural practices as frameworks for teaching mathematical concepts. Participants include approximately 100 students in Hawaiʻi from a public school and a private school, as well as two mathematics teachers with varying degrees of experience in culturally responsive pedagogy and ethnomathematics. Employing a mixed-methods approach, the study collects data through classroom observations, teacher …


Influence Of Timed Repeated Readings On Grade 2 French Immersion Students' Reading Fluency And Comprehension, Kathryn Rosie Baldwin Jun 2026

Influence Of Timed Repeated Readings On Grade 2 French Immersion Students' Reading Fluency And Comprehension, Kathryn Rosie Baldwin

Theses and Dissertations

This study examined the effects of Timed Repeated Reading (TRR) on reading fluency, comprehension, and reading attitudes among second grade students in a French Dual Language Immersion (DLI) program in Utah. Forty-one students from two pre-existing classroom groups participated over 11 weeks, with one class receiving TRR and the other serving as a control. Fluency was measured in correct words per minute (CWPM), comprehension through cloze tests, and attitudes using a seven-item affective survey with a four-point visual scale. A mixed between-within subjects ANOVA analysed pre- and post-test data across four intervals. Results showed significant fluency gains over time for …


Beyond The Bell Curve: Understanding Native American Academic Placements, Sarah-Margaret Clark Jun 2026

Beyond The Bell Curve: Understanding Native American Academic Placements, Sarah-Margaret Clark

Theses and Dissertations

This study examined biases regarding the referrals that teachers make regarding student placement recommendations for Native American students. Special education teachers (n = 97) from around the United States completed a digital card sort task involving 24 fictitious student record cards. The student record cards contained subtle information about the ethnicity of the student, as indicated through the use of racial identification (Native American, Asian, or White) on the student records and the use of student names that may be associated with these three categories. Academic information was equal among each of these three groups. Each group contained identical male …


Calibration And Validation Of An Ogden Material Model For Thermoplastic Polyurethane In 3d-Printed Tensegrity Structures, Caleb C. Swain Jun 2026

Calibration And Validation Of An Ogden Material Model For Thermoplastic Polyurethane In 3d-Printed Tensegrity Structures, Caleb C. Swain

Theses and Dissertations

This work is motivated by ongoing efforts within the Smart Materials, Adaptronics, and Shock Laboratory (SMASH Lab) at Brigham Young University (BYU) to develop variable-stiffness, external fixators using 3D-printed tensegrity structures. In the process of designing and evaluating these systems, the need arose to accurately model the nonlinear mechanical behavior of thermoplastic polyurethane (TPU), the primary material used in prototype fabrication. This thesis investigates how accurately a calibrated Ogden material model can predict the nonlinear mechanical response of TPU in 3D-printed tensegrity structures. Experimental data were used to calibrate the parameters of the hyperelastic constitutive model through nonlinear optimization. An …


Pengaruh Intervensi Sigo Terhadap Perbaikan Postur Kerja Dan Penurunan Keluhan Musculoskeletal Disorders Pada Pekerja Sewing Di Cv X Sukoharjo, Sumardiyono Sumardiyono, Tiara Damar Pratiwi, Warda Yussy Rha Jun 2026

Pengaruh Intervensi Sigo Terhadap Perbaikan Postur Kerja Dan Penurunan Keluhan Musculoskeletal Disorders Pada Pekerja Sewing Di Cv X Sukoharjo, Sumardiyono Sumardiyono, Tiara Damar Pratiwi, Warda Yussy Rha

National Journal of Occupational Health and Safety

Sewing workers in the garment industry are at high risk of developing non-ergonomic working postures that may lead to musculoskeletal disorders (MSDs), due to prolonged static postures and the use of chairs that are not compatible with workers’ anthropometry. Preliminary surveys indicated complaints of pain in the back, neck, and waist (90%), shoulders and forearms (85%), and upper arms (80%). An ergonomic intervention that can be implemented is the use of ergonomic chairs. This study aims to analyze the effect of using SIGO (Seat Improvement for Garment Operators) as an ergonomic intervention on improving working posture and reducing MSD complaints …


Urban Indian Parents' Occupational Perceptions Of Play And Governance Of Children's Excessive Screen Time Preferences And Behaviours In This Digital Era, Joanna Priyadarshini Udaykumar, Tony Sam George Jun 2026

Urban Indian Parents' Occupational Perceptions Of Play And Governance Of Children's Excessive Screen Time Preferences And Behaviours In This Digital Era, Joanna Priyadarshini Udaykumar, Tony Sam George

International Journal of Playwork Practice

Abstract

Children’s innate urge to engage in joyous, self-directed, meaningful, iterative activities embodies their unique play experiences and facilitates their holistic development. However, the exponential growth of digital technology in an urbanized world has transformed their social landscape by offering them a plethora of novel play opportunities that ‘pushes children away from the outdoors and pulls them indoors’. Moreover, the radical transition from nature-based recreation to media-centric activity insinuates the surge of a global pandemic characterized by low physical activity, sleep deprivation and sedentary, lifestyle diseases. This emerging trend reflects children’s predilection for videophilia over biophilia due to the dominance …


Integration Of Intraoperative Data In Interpretable Machine Learning Models To Predict Postoperative Aki In Noncardiac Surgery Patients, Justin Do, Karan H. Shah, Melissa Xu, Andrew Hyunwoo Kim, Vivaswat Suresh, Nidhir Guggilla, Michael Li, Rishi Kothari Jun 2026

Integration Of Intraoperative Data In Interpretable Machine Learning Models To Predict Postoperative Aki In Noncardiac Surgery Patients, Justin Do, Karan H. Shah, Melissa Xu, Andrew Hyunwoo Kim, Vivaswat Suresh, Nidhir Guggilla, Michael Li, Rishi Kothari

Department of Anesthesiology Faculty Papers

OBJECTIVES: We aimed to (1) quantify changes in discrimination when adding intraoperative data to preoperative data and (2) compare tabular machine learning with feature engineering against a time-aware LSTM-based model.

MATERIALS AND METHODS: Retrospective cohort of 46 204 adults undergoing 57 055 eligible noncardiac surgery in the INSPIRE database. We extracted 38 preoperative and 49 intraoperative variables; acute kidney injury (AKI) was defined by KDIGO serum creatinine criteria and modeled as stage 2/3 postoperative AKI. Models were trained on preoperative-only and combined pre- and intraoperative data. Intraoperative series were summarized using eight statistical features for tabular models or integrated directly …


Quality Improvement Project: The Impact Of A Safety Coach Program In A Pediatric Intensive Care Unit, Royanne Lickliter Jun 2026

Quality Improvement Project: The Impact Of A Safety Coach Program In A Pediatric Intensive Care Unit, Royanne Lickliter

Doctor of Nursing Practice Projects

Patient safety remains a critical concern in healthcare, with hospital-acquired conditions (HACs) contributing to preventable harm, mortality, and increased costs, particularly in high-acuity settings such as Pediatric intensive care units (PICUs). A recent safety culture survey at a tertiary pediatric hospital identified gaps in proactive safety behaviors, communication, and psychological safety. The primary problem identified was inconsistent engagement in proactive safety practices and limited frontline empowerment to identify and mitigate risks in real time. The purpose of this quality improvement (QI) project was to evaluate the impact of implementing a structured Safety Coach Program in the PICU on HAC rates, …


Institutional Influences And The Governance And Administration Of The Programa Produtor De Água Payment For Ecosystem Services Program In Brazil, Thomas G. Safford Jun 2026

Institutional Influences And The Governance And Administration Of The Programa Produtor De Água Payment For Ecosystem Services Program In Brazil, Thomas G. Safford

Faculty Publications

Payment-for-Ecosystem-Services (PES) has been promoted as an innovative approach to environmental governance capable of simultaneously advancing conservation and sustainable development objectives. While studies commonly assess the ecological and economic performance of PES schemes, less attention has been given to their organizational and administrative effectiveness. This study examines these governance dimensions of one of Latin America’s most prominent PES initiatives—the Water Producer Program (WPP) in Brazil. Drawing on a meta-synthesis of 125 publications, the analysis investigates how regulative, normative, and cultural-cognitive institutional forces shaped WPP implementation. Guided by neo-institutional theory and institutional bricolage, findings show that WPP governance operated through hybrid …