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The Educational Disconnect: How Much Do Parents Understand About The Special Education Process?, Marisa Anne Aiello Michalowski Jun 2026

The Educational Disconnect: How Much Do Parents Understand About The Special Education Process?, Marisa Anne Aiello Michalowski

Theses & Dissertations

People with disabilities constitute the largest minority group in the United States. Yet, they face significant barriers that often lead to lowered academic outcomes. Federal and state K-12 educational policies emphasize family engagement as a core component of student success. The problem is that parents are not always fully informed of the special education process or their role on the Committee on Special Education (CSE), which in New York State is a team of educators, specialists, and parents that help determine appropriate special education services and placements. The purpose of this phenomenological research study was to explore the knowledge that …


"What Is That Data Really Telling You?": How Central Office Leaders Use Equity-Focused Data Practices To Rethink District Improvement, Nadine Sánchez Jun 2026

"What Is That Data Really Telling You?": How Central Office Leaders Use Equity-Focused Data Practices To Rethink District Improvement, Nadine Sánchez

Theses & Dissertations

Public school districts face growing expectations to advance educational equity while operating within accountability systems that often prioritize measurable performance outcomes. Despite these expectations, less is understood about how central office leaders use data to support equity-focused systems change across schools. This critical exploratory case study examined how central office leaders in one public school district with an explicit commitment to equity used data to advance equity-focused improvement efforts. Guided by culturally responsive school leadership, coherence, and infrastructure of accountability frameworks, the study explored how leaders established a districtwide vision for equity, built capacity for data use, and used data …


Intellectual Play And Its Relationship To Teacher Self-Efficacy, Gregory William Kile Jun 2026

Intellectual Play And Its Relationship To Teacher Self-Efficacy, Gregory William Kile

All-Inclusive List of Electronic Theses and Dissertations

This study set out to explore what can be done to improve outcomes for students in Indiana public schools and beyond by exploring ways in which educational leaders might be able to increase levels of teacher self-efficacy in their existing staff. It looked specifically at intellectual play, defined as the behaviors associated with metacognition, play, and innovation, and analyzed its relationship with teacher self-efficacy. Student achievement and overall success in school is critically important to them as individuals and to our society as a whole. If there are innovative ways to improve those outcomes for students, they should be explored. …


A Pruning-Based Question-Answering For Interactive Video Search: A Simple Baseline, Yu Tong Cheng, Phuong Anh Nguyen, Chong-Wah Ngo Jun 2026

A Pruning-Based Question-Answering For Interactive Video Search: A Simple Baseline, Yu Tong Cheng, Phuong Anh Nguyen, Chong-Wah Ngo

Research Collection School Of Computing and Information Systems

There are various factors affecting the performance of video search. An imprecise query will enlarge search space and reduce the discriminative power of ranking functions. This problem is further exacerbated by the presence of numerous visually or semantically similar videos in large datasets. Consequently, users need to painstakingly browse through many highly similar candidates to locate the search target, leading to increased cognitive load and inefficient searching. Ideally, engaging users through interactive questioning to resolve uncertainties in the search process is an effective strategy for progressively narrowing down the search space. However, despite rapid advances in deep learning, generating informative …


A Survey Of Earable Technology: Trends, Tools, And The Road Ahead, Changshuo Hu, Qiang Yang, Yang Liu, Tobias Röddiger, Kayla-Jade Butkow, Mathias Ciliberto, Adam Luke Pullin, Jake Stuchbury-Wass, Mahbub Hassan, Cecilia Mascolo, Dong Ma Jun 2026

A Survey Of Earable Technology: Trends, Tools, And The Road Ahead, Changshuo Hu, Qiang Yang, Yang Liu, Tobias Röddiger, Kayla-Jade Butkow, Mathias Ciliberto, Adam Luke Pullin, Jake Stuchbury-Wass, Mahbub Hassan, Cecilia Mascolo, Dong Ma

Research Collection School Of Computing and Information Systems

Earable devices, wearables positioned in or around the ear, are undergoing a rapid transformation from audio-centric accessories into multifunctional systems for interaction, contextual awareness, and health monitoring. This evolution is driven by commercial trends emphasizing sensor integration and by a surge of academic interest exploring novel sensing capabilities. Building on the foundation established by earlier surveys, this work presents a timely and comprehensive review of earable research published since 2022. We attempt to answer three core questions: (1) how has earable research evolved in recent years, (2) what enabling resources are now available, and (3) what opportunities remain for future …


Vehicle-Based Multi-Services For Future Smart Cities, Hao Sun, Jinhua Zhao, Hai Yang, Shenhao Wang, Hamsa Balakrishnan, Thomas W. Malone, Hai Wang Jun 2026

Vehicle-Based Multi-Services For Future Smart Cities, Hao Sun, Jinhua Zhao, Hai Yang, Shenhao Wang, Hamsa Balakrishnan, Thomas W. Malone, Hai Wang

Research Collection School Of Computing and Information Systems

Vehicles are crucial for sustaining socioeconomic activity and improving quality of life in modern cities by offering diverse services. These include passenger mobility, goods delivery, information acquisition, and acting as mobile servers such as food trucks and mobile lockers. At the same time, they also contribute to traffic congestion and air pollution. This tension fosters the rise of urban resource-conserving and sustainable service solutions. In this article, we introduce the concept of “Vehicle-Based Multi-Services” (VeMuS), in which a single vehicle offers multiple services simultaneously. Drawing on practical use cases, we examine service classification and integration for vehicles and the potential …


“Alexa, Do Not Say That In Front Of My Boss!” A Cross-Cultural Comparison Of User And Ai Preferences For Privacy-Aware Smart Speaker Interactions Across Contexts, Lynne Warin, Emily Aurelia, Anthony Tang, Emily Aurelia, Delphine Reinhardt Jun 2026

“Alexa, Do Not Say That In Front Of My Boss!” A Cross-Cultural Comparison Of User And Ai Preferences For Privacy-Aware Smart Speaker Interactions Across Contexts, Lynne Warin, Emily Aurelia, Anthony Tang, Emily Aurelia, Delphine Reinhardt

Research Collection School Of Computing and Information Systems

Due to their limited ability to reason about the social context in which they are used, smart speakers pose significant privacy risks by responding in ways that may violate people's implicit social boundaries. We conducted a cross-cultural vignette study (N = 944) in Germany and Singapore to investigate how situational factors—specifically social context (bystander relationships and closeness), physical context (location), and interaction context (topic and deceptive intent)—regulate user preferences for smart speaker responses. Our results demonstrate that these factors are superior predictors of response preferences than dispositional user traits (i.e., intrinsic personal traits). We identify two distinct social dynamics: a …


Well-Being Of University Students In Singapore, Tina Li Yi Ng, Andree Hartanto, William Tov Jun 2026

Well-Being Of University Students In Singapore, Tina Li Yi Ng, Andree Hartanto, William Tov

Research Collection School of Social Sciences

Singapore provides an insightful case study for university student well-being due to its national culture of competitiveness. Amid a meritocratic society that valorizes academic success as the path to securing one’s future (Ho et al., 1998), educational attainment is central to Singaporean university students’ well-being (Inter-University Network, 2022). In response to Singapore’s increasing incidence of mental health challenges among young adults (Ministry of Health Singapore, 2022), the government and higher education institutes have sought to destigmatize mental health and improve accessibility to related resources. In this chapter, we review the literature on the well-being of Singaporean university students. We situate …


Drone Urbanisms, Siew Ying Shee Jun 2026

Drone Urbanisms, Siew Ying Shee

Research Collection School of Social Sciences

Across contemporary cities, unmanned aerial vehicles (UAVs) particularly drones have emerged as critical instruments for sensing, visualizing, and reconfiguring the built environment. Yet, urban space is not merely a passive backdrop for drone activity; it both shapes and is reshaped by them. The central question for understanding drone urbanism, then, is not only what drones do, but how their deployment redistributes the agency to see, know, and intervene across human operators, infrastructures, and algorithms.This renegotiation of visibility, authority, and knowledge takes shape through the ways drones mediate the governance and experiential textures of the city. Departing from the distant totalities …


Engineering Immunity? Biotechnical Governance And The Experimental Failures Of Project Wolbachia In Singapore, Siew Ying Shee, Orlando Woods, Sayd Randle Jun 2026

Engineering Immunity? Biotechnical Governance And The Experimental Failures Of Project Wolbachia In Singapore, Siew Ying Shee, Orlando Woods, Sayd Randle

Research Collection School of Social Sciences

This paper introduces the idea of ‘experimental failure’ to critically interrogate the limits of engineering biological systems for urban governance. Whilst experimentation through projects related to smart cities and eco-cities has garnered significant attention, biotechnical experiments––which manipulate living organisms through technology––remain underexplored. Unlike interventions leveraging non-living, inanimate systems, engineering life must contend with ecological ‘unruliness’ and social uncertainties. These complexities often resist straightforward quantification and exceed conventional evaluation frameworks, demanding a rethinking of what constitutes ‘success’ and ‘failure’ in such interventions. Drawing on ethnographic research with public health officers, pest management professionals and residents in Singapore, we analyse the government-led …


Dementia, Advance Directives, And Second-Order Volitions, Rand Hirmiz Jun 2026

Dementia, Advance Directives, And Second-Order Volitions, Rand Hirmiz

Research Collection School of Social Sciences

This paper contributes to the ongoing debate over the authority of advance directives in cases where patients with dementia express desires that conflict with their earlier wishes. Drawing on Harry Frankfurt’s concept of second-order volitions, I argue that the preferences of the pre-dementia self (the “then-self”) should, in most cases, take precedence over those of the post-dementia self (the “now-self”) –  particularly in instances where the now-self has lost the capacity to form second-order volitions and is no longer able to meaningfully repudiate prior values and commitments.


Grammar Expert: A University-Based Grammar Application To Support Grammar Learning And Writing Instruction, Ivy Chan, Yin Teng Chong Jun 2026

Grammar Expert: A University-Based Grammar Application To Support Grammar Learning And Writing Instruction, Ivy Chan, Yin Teng Chong

Research Collection College of Integrative Studies

Technologies like web-based grammar applications have been integrated into classroom writing pedagogy to enhance students’ learning experiences. Drawing from qualitative findings from students’ interviews and reflection journals over one semester, this technology review focuses predominantly on university students’ perceptions towards an internally developed grammar application, Grammar Expert. Adopting the Technology Affordances and Constraints Theory (TACT) framework, the review identifies that GE’s affordances include promoting engagement in grammar learning, offering a flexible and encouraging environment, and ensuring real-world applicability, while its constraints involve aspects related to a limited user interface. Subsequently, the authors will present their pedagogical narrative on integrating this …


Scaling Up Multi-Agent Reinforcement Learning For Large Agent Teams And Long-Horizon Tasks: A Survey, Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan Jun 2026

Scaling Up Multi-Agent Reinforcement Learning For Large Agent Teams And Long-Horizon Tasks: A Survey, Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan

Research Collection School Of Computing and Information Systems

Multi-agent reinforcement learning (MARL) empowers multiple autonomous agents to acquire effective policies for collaborative problem-solving. Over the last decade, MARL has seen significant advancements, with numerous algorithms achieving impressive performance across various benchmarks and real-world applications. Nevertheless, the scalability of multi-agent systems, in terms of the number of agents and the length of the task horizon, remains a critical consideration for applying MARL methods to complex problem-solving. Given that a dedicated review of the existing approaches and challenges in scaling up multi-agent systems remains largely absent, this survey aims to bridge this gap by delivering a comprehensive review of MARL …


The Corporate Restructuring Machine: Introducing An Open Platform Approach To Workouts, Horst Eidenmüller, Jared Mayer Jun 2026

The Corporate Restructuring Machine: Introducing An Open Platform Approach To Workouts, Horst Eidenmüller, Jared Mayer

Articles

Out-of-court corporate reorganizations, or “corporate workouts,” allow dispersed investors with differing interests to coalesce and strike deals to successfully reorganize distressed companies. Corporate workouts, however, suffer from a host of well-known problems, creating “process fragility.” Current bargaining dynamics limit the instances in which corporate workouts can be used, narrow the kinds of deals that can be made, and invite opportunistic and other socially costly behavior. Yet the Artificial Intelligence (AI) revolution is here; how can it help parties navigate corporate workouts?

In this Article, we argue that AI is well situated to help increase the efficiency of corporate workouts. Based …


Weeding Out The Rotten Apples: A Third-Party Certification Regime And Strengthened Ftc Authority, Aaron M. Dubin-Ramos Jun 2026

Weeding Out The Rotten Apples: A Third-Party Certification Regime And Strengthened Ftc Authority, Aaron M. Dubin-Ramos

Cardozo Law Review

he rise in greenwashing, a business practice that misleads consumers and investors about one’s environmental performance, has sparked debate regarding the best avenue for mitigating such a phenomenon. Common proposals include private lawsuits, the Federal Trade Commission’s Green Guides, the Securities and Exchange Commission’s antifraud regime under Rule 10b-5 of the Securities Exchange Act of 1934, state frameworks, or the International Social and Environmental Accreditation and Labelling Alliance. However, each response presents flaws, such as a potential rise in greenhushing, nonbinding guidance, narrow applicability to greenwashing claims, alignment with the anti-Environmental, Social, and Governance political movement, and buy-in issues. This …


Spying The Lie: Insider Threat Prevention In National Security, Jazma M. Parker Jun 2026

Spying The Lie: Insider Threat Prevention In National Security, Jazma M. Parker

Journal of Strategic Security

Insider threats pose significant risks to critical assets within the United States. The US intelligence community has already experienced the consequences of insider compromise, such as the unauthorized release of classified material to WikiLeaks and foreign adversaries. Traditional mitigation strategies have struggled to keep pace with the evolving threat landscape. This article recommends updated interventions to detect and prevent insider threats within the Department of Defense and the Intelligence Community. A review of current research and best practices reveals three targeted strategies. First, organizations must prioritize the detection and reporting of anomalous behaviors that often precede insider incidents. Achieving this …


Youtube As A Tool For Digital Diplomacy And Strategic Security: A Comparative Analysis Of Russia And Kazakhstan, Bekzat Baktybekovna Baktybekova, Elmira Kagazbaeva, Botagoz Ali Jun 2026

Youtube As A Tool For Digital Diplomacy And Strategic Security: A Comparative Analysis Of Russia And Kazakhstan, Bekzat Baktybekovna Baktybekova, Elmira Kagazbaeva, Botagoz Ali

Journal of Strategic Security

In the context of growing competition in the information space, digital diplomacy is gaining key importance for the strategic security of states. This study analyzes how Russia and Kazakhstan use the YouTube platform to promote their foreign policy narratives, shape the image of the state, and strengthen digital sovereignty. Based on a qualitative analysis of 60 videos (30 for each country) published by official government channels between 2020 and 2024, differences in strategies, visual codes, tonality, and patterns of interaction with the audience were identified. The Russian approach is characterized by an aggressive narrative, antagonism to Western structures, and a …


Classified Information Management In Kosovo: Lessons From Nato, The European Union, And The Western Balkans, Bahri Gashi, Ngadhnjim Brovina, Arian Kadriu Jun 2026

Classified Information Management In Kosovo: Lessons From Nato, The European Union, And The Western Balkans, Bahri Gashi, Ngadhnjim Brovina, Arian Kadriu

Journal of Strategic Security

This study examines the legal framework for the protection of classified information in Kosovo, focusing on the role of the Agency for the Protection of Classified Information (APCI). The selection of APCI as the focal institution stems from its central role in implementing Kosovo’s legal and institutional framework for classified information, following the country’s efforts to align with Euro-Atlantic standards. In a newly established state like Kosovo, protecting sensitive information is crucial for national security. The study compares Kosovo’s model with those of the North Atlantic Treaty Organization (NATO), the European Union (EU), and Western Balkan countries, highlighting its alignment …


The Role Of Special Services In Providing National Information Security, Volodymyr Artemov, Alexander Rusnak, Viktor Trepak, Grygorii Ostafiichuk, Alexandr Kalinin Jun 2026

The Role Of Special Services In Providing National Information Security, Volodymyr Artemov, Alexander Rusnak, Viktor Trepak, Grygorii Ostafiichuk, Alexandr Kalinin

Journal of Strategic Security

The growing dependence of states on digital infrastructures has elevated national information security to a matter of strategic importance. This study examines the role of special services (intelligence agencies) in protecting against cyber threats, focusing on their legal, operational, and technological functions. Using a combination of comparative legal analysis, case law review, expert surveys, and statistical modelling across 20 countries, the research highlights both strengths and limitations of current approaches. The findings demonstrate that states with clear and specific legislation on intelligence and cybersecurity achieve a 26% higher rate of preventive success than those with ambiguous frameworks. Strong judicial oversight …


Public-Private Cooperation In European Cybersecurity, Andreea Nicoleta Dragomir, Daiana Maura Vesmaș Jun 2026

Public-Private Cooperation In European Cybersecurity, Andreea Nicoleta Dragomir, Daiana Maura Vesmaș

Journal of Strategic Security

This article critically examines if the public–private partnerships (PPPs) help the European Union strengthen its cyber resilience, a challenge that is now closely tied to the Union’s broader strategic security goals. The discussion does not rely on one single angle. It moves back and forth between the legal side—looking at instruments such as the Network and Information Systems 2 (NIS2) Directive, the Cybersecurity Act, the proposed Cyber Resilience Act, and the Cyber Solidarity Act—and the lessons that come from practice. Examples include the dismantling of Operation Avalanche, the experience of the European Cyber Security Challenge, and the information-sharing efforts of …


Analysis Of Security Concerns In India-Central Asia Relations, Anmol Mukhia, Anurag Tripathi, Sanjeev Kumar Tiwari Jun 2026

Analysis Of Security Concerns In India-Central Asia Relations, Anmol Mukhia, Anurag Tripathi, Sanjeev Kumar Tiwari

Journal of Strategic Security

India-Central Asia relations have gained strategic significance driven by its historical ties, growing economic interests, and, most importantly, evolving security dynamics. This article deals with multifaceted security concerns such as drug trafficking, terrorism, radicalization, and the implications of instability in Afghanistan. The findings show that security concerns in the region, particularly in Afghanistan and Pakistan, constitute a significant obstacle, alongside geographical challenges, to India’s connectivity with the Central Asian Republics (CARS). India’s rising aspiration to increase connectivity and build closer ties with the region in energy, trade, and commerce heavily relies on a peaceful, prosperous, and stable Central and South …


Shadow Logistics: Military Vulnerability Through Civilian Dependence, Gilles A. Paché Jun 2026

Shadow Logistics: Military Vulnerability Through Civilian Dependence, Gilles A. Paché

Journal of Strategic Security

The rapid evolution of civilian-origin technologies repurposed for defense is reshaping the foundations of logistical advantage and altering the conditions under which armed forces operate. Modern missions rely on an extensive ecosystem of infrastructures—port terminals, cloud services, data platforms, and civilian contractors—whose reliability frequently lies beyond the authority of public institutions. This environment gives rise to shadow logistics, a network of civilian systems largely absent from conventional doctrine yet capable of producing significant operational disruptions when failures occur. Case studies show that some dark assets, whether physical or informational, can act as multipliers of effectiveness while simultaneously creating systemic vulnerabilities …


Chokepoints: American Power In The Age Of Economic Warfare. By Edward Fishman. Portfolio Penguin, 2025., Mark T. Peters Ii Jun 2026

Chokepoints: American Power In The Age Of Economic Warfare. By Edward Fishman. Portfolio Penguin, 2025., Mark T. Peters Ii

Journal of Strategic Security

No abstract provided.


Assessing Shifts In Research Priority Areas From The Neurological Community Before And After The Covid-19 Pandemic, Leah Dempsey, Travis Cruickshank, Mitchell Turner, Manja Laws, Danielle Bartlett, Barby Singer, Onno Van Der Groen, Moira Sim, Mandy Stanley Jun 2026

Assessing Shifts In Research Priority Areas From The Neurological Community Before And After The Covid-19 Pandemic, Leah Dempsey, Travis Cruickshank, Mitchell Turner, Manja Laws, Danielle Bartlett, Barby Singer, Onno Van Der Groen, Moira Sim, Mandy Stanley

Research outputs 2022 to 2026

Introduction: People living with a neurological condition face many difficulties in daily life, impacting their function and quality of life (QoL). There is currently no cure to many neurological conditions, therefore identifying interventions to improve QoL is of high importance. COVID-19 changed society in many ways and understanding the research priorities from the neurological community post pandemic is urgently needed to ensure resources are used efficiently and aligned with the needs and priorities of the community. To better understand the priority areas, it is essential for individuals with lived experience to have input into priority areas for research. Therefore, the …


Spatiotemporal Pah Patterns In Size-Fractionated Particles (Pm>10-Pm0.1) From Northern Thailand Biomass Burning Via Sentinel-2, Phakphum Paluang, Watinee Thavorntam, Sarawut Sangkham, Phuchiwan Suriyawong, Hisam Samae, Thaneeya Chetiyanukornkul, Masami Furuuchi, Worradorn Phairuang Jun 2026

Spatiotemporal Pah Patterns In Size-Fractionated Particles (Pm>10-Pm0.1) From Northern Thailand Biomass Burning Via Sentinel-2, Phakphum Paluang, Watinee Thavorntam, Sarawut Sangkham, Phuchiwan Suriyawong, Hisam Samae, Thaneeya Chetiyanukornkul, Masami Furuuchi, Worradorn Phairuang

Research outputs 2022 to 2026

Biomass burning, particularly from forest fires and crop residue burning during the dry season, is a major source of particulate pollution across many Asian countries. However, accurately identifying these emissions remains challenging due to uncertainties in burned area estimation and the limited availability of country-specific emission factors. This study quantified the spatiotemporal distribution of emissions from biomass burning using satellite imagery. Burned areas were classified using a random forest (RF) algorithm implemented on the Google Colaboratory (Colab) platform. The RF model showed strong performance, with a kappa coefficient of 0.85 and an average accuracy of 0.81. Emission estimates for the …


Annual Report, Fy2026, Textbook Affordability Committee Jun 2026

Annual Report, Fy2026, Textbook Affordability Committee

Textbook Affordability Committee

No abstract provided.


Green-Synthesised Nh₂-Mil-101(Cr) Mof–Reinforced Starch Bioplastic Films For Sustainable Food Packaging, Shima Jafarzadeh, Yasaman Esmaeili, Moon Paul, Seyedeh Zahra Haeri, Colin J. Barrow, Mina Dokouhaki, Masoumeh Zargar, Minoo Naebe Jun 2026

Green-Synthesised Nh₂-Mil-101(Cr) Mof–Reinforced Starch Bioplastic Films For Sustainable Food Packaging, Shima Jafarzadeh, Yasaman Esmaeili, Moon Paul, Seyedeh Zahra Haeri, Colin J. Barrow, Mina Dokouhaki, Masoumeh Zargar, Minoo Naebe

Research outputs 2022 to 2026

This study introduces a green, aqueous synthesis approach for NH₂-MIL-101(Cr), avoiding toxic organic solvents while preserving its high crystallinity, porosity (>1000 m2/g), and amino functionality. To develop sustainable packaging materials the synthesized MOF was incorporated into sago starch-based bioplastic films across control 0%, 1%, 3%, and 5% treatments. Nanoparticle characterizations via SEM, TEM, FTIR, XRD, and nitrogen adsorption-desorption isotherms confirmed a porous, crystalline structure (100–300 nm) with a surface area exceeding 1000 m2/g. Film characterizations using SEM, FTIR, color analysis, tensile testing, TGA, and UV-Vis spectroscopy revealed that the 3% treatment offered the best balance, with tensile strength increasing …


Detecting Cognitive Impairment Early In Hispanic And Black Older Adults: Community Voices From South Central Texas, Robin C. Hilsabeck, Stephanie Santiago-Mejias, Tara L. Fletcher, Shanae L. Rhodes, Gladys Maestre, Sudha Seshadri, Neela K. Patel, Fayron R. Epps Jun 2026

Detecting Cognitive Impairment Early In Hispanic And Black Older Adults: Community Voices From South Central Texas, Robin C. Hilsabeck, Stephanie Santiago-Mejias, Tara L. Fletcher, Shanae L. Rhodes, Gladys Maestre, Sudha Seshadri, Neela K. Patel, Fayron R. Epps

School of Medicine Publications

Background: Alzheimer disease and related dementias (ADRD) are more prevalent in Black and Hispanic older adults and are also more likely to be undetected and misdiagnosed. The purpose of this study was to engage with Black and Hispanic communities about interest in and support needed for memory screening.

Methods: Participants were recruited from established community partners of the South Texas Alzheimer's Disease Research Center to engagein a 90-minute listening session. The session was recorded with participants' permission, and a thematic analysis was conducted by 2 independent coders.

Results: Sixteen individuals (81% female, 88% Hispanic or Black) from various perspectives participated …


Feasibility Evaluation Of Large Language Models In Anesthesia-Specific Post-Operative Care Instructions For Total Knee Arthroplasty, Dhruv Nagesh, Donald Keating Iii, Raghu V. Divakaruni, Bryan G. Beutel Jun 2026

Feasibility Evaluation Of Large Language Models In Anesthesia-Specific Post-Operative Care Instructions For Total Knee Arthroplasty, Dhruv Nagesh, Donald Keating Iii, Raghu V. Divakaruni, Bryan G. Beutel

Student Publications

Objective

Large language models (LLMs) are increasingly applied in medicine, but their role in peri-operative education is underexplored. This pilot feasibility study compared four LLMs in producing post-operative care instructions for total knee arthroplasty (TKA).

Methods

OpenAI GPT-4o, Claude 3.7 Sonnet, DeepSeek R1, and Gemini 2.0 Flash generated instructions from a standardized prompt. Outputs were scored (0 = does not meet, 1 = partially meets, 2 = fully meets) for accuracy, clarity, relevance, consistency, and readability. Accuracy was benchmarked against ERAS, ASA guidelines, and UpToDate. Readability was assessed using Flesch-Kincaid indices.

Results

Within this limited sample, Claude, GPT-4o, and DeepSeek …


The Impact Of A Single Session Of Sprint Interval Training (Sit) On Pain Pressure Threshold (Ppt) In Healthy Adults, Francesco Pacenza, Gary Brickley, Umberto Crainich, Francesco Bettariga, Anthony Turner, Luca Maestroni Jun 2026

The Impact Of A Single Session Of Sprint Interval Training (Sit) On Pain Pressure Threshold (Ppt) In Healthy Adults, Francesco Pacenza, Gary Brickley, Umberto Crainich, Francesco Bettariga, Anthony Turner, Luca Maestroni

Research outputs 2022 to 2026

Different forms of aerobic exercise lead to Exercise-Induced Hypoalgesia (EIH). The aim of this study was to investigate the acute effect of a single session of Sprint Interval Training (SIT) on EIH. A total of 44 recreationally active young adults participated in a single SIT session on a cycle ergometer, consisting of a 2 min warm-up, 3 × 20 s “all-out” cycling bouts interspersed with 2 min of active recovery, and a 3 min cool-down. Pain Pressure Threshold (PPT) measurements were taken on the quadriceps (working muscle) and thenar eminence (resting muscle) before and after the session. Additionally, average power …