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Articles 189631 - 189660 of 5156643
Full-Text Articles in Entire DC Network
Enhancing Deliberativeness: Evaluating The Impact Of Multimodal Reflection Nudges, Shun Yi Yeo, Zhuoqun Jiang, Anthony Tang, Simon Tangi Perrault
Enhancing Deliberativeness: Evaluating The Impact Of Multimodal Reflection Nudges, Shun Yi Yeo, Zhuoqun Jiang, Anthony Tang, Simon Tangi Perrault
Research Collection School Of Computing and Information Systems
Nudging participants with text-based reflective nudges enhances deliberation quality on online deliberation platforms. The effectiveness of multimodal reflective nudges, however, remains largely unexplored. Given the multi-sensory nature of human perception, incorporating diverse modalities into self-reflection mechanisms has the potential to better support various reflective styles. This paper explores how presenting reflective nudges of different types (direct: persona and indirect: storytelling) in different modalities (text, image, video and audio) affects deliberation quality. We conducted two user studies with 20 and 200 participants respectively. The first study identifies the preferred modality for each type of reflective nudges, revealing that text is most …
Query Understanding In Llm-Based Conversational Information Seeking, Yifei Yuan, Zahra Abbasiantaeb, Yang Deng, Mohammad Aliannejadi
Query Understanding In Llm-Based Conversational Information Seeking, Yifei Yuan, Zahra Abbasiantaeb, Yang Deng, Mohammad Aliannejadi
Research Collection School Of Computing and Information Systems
Query understanding in Conversational Information Seeking (CIS) involves accurately interpreting user intent through context-aware interactions. This includes resolving ambiguities, refining queries, and adapting to evolving information needs. Large Language Models (LLMs) enhance this process by interpreting nuanced language and adapting dynamically, improving the relevance and precision of search results in real-time. In this tutorial, we explore advanced techniques to enhance query understanding in LLM-based CIS systems. We delve into LLM-driven methods for developing robust evaluation metrics to assess query understanding quality in multiturn interactions, strategies for building more interactive systems, and applications like proactive query management and query reformulation. We …
Acccred: Improved Accountable Anonymous Credentials With Dynamic Triple-Hiding Committees, Sijiang Xie, Rui Shi, Yang Yang, Huiqin Xie, Yingjiu Li, Robert H. Deng
Acccred: Improved Accountable Anonymous Credentials With Dynamic Triple-Hiding Committees, Sijiang Xie, Rui Shi, Yang Yang, Huiqin Xie, Yingjiu Li, Robert H. Deng
Research Collection School Of Computing and Information Systems
Accountable anonymous credentials protect user privacy while holding the accountability of ill-intentioned individuals, which is a critical feature for applications such as online payments and other financial services. Existing accountable anonymous credentials rely on a public committee of trustworthy members who are assumed not to collude and are well protected to perform privacy revocation. However, this assumption is unsound in blockchain-based cryptocurrency systems because the selected committees may involve nodes with significant stakes, and public nodes serving as committee members are vulnerable against targeted attacks from high-computing power adversaries. In this paper, we propose an improved accountable anonymous credential called …
Shipnavisim: Data-Driven Simulation For Real-World Maritime Navigation, Quang Anh Pham, Janaka Chathuranga Brahmanage, Akshat Kumar
Shipnavisim: Data-Driven Simulation For Real-World Maritime Navigation, Quang Anh Pham, Janaka Chathuranga Brahmanage, Akshat Kumar
Research Collection School Of Computing and Information Systems
Maritime traffic management in busy ports faces growing challenges due to increased vessel traffic and complex waterway interactions. Strategies such as e-navigation by the International Maritime Organization aim to enhance navigation safety through traffic digitization. Maritime traffic simulation is essential for these systems, offering a virtual environment to model, analyze, and optimize traffic flows. Unlike road traffic, there are few simulators for maritime traffic, and they often lack realism and multi-ship interactions. In this paper, we (a) present ShipNaviSim, a data-driven maritime traffic simulator that utilizes a large-scale dataset over 2 years and electronic navigation charts to model vessel movements …
Few-Shot Learning On Graphs: From Meta-Learning To Llm-Empowered Pre-Training And Beyond, Yuan Fang, Yuxia Wu, Xingtong Yu, Shirui Pan
Few-Shot Learning On Graphs: From Meta-Learning To Llm-Empowered Pre-Training And Beyond, Yuan Fang, Yuxia Wu, Xingtong Yu, Shirui Pan
Research Collection School Of Computing and Information Systems
Graph representation learning has become central to many graph-based tasks, driving advancements in various domains such as web search, recommendation systems, and social network analysis. Traditionally, these methods rely on end-to-end supervised learning paradigms that require abundant labeled data, which can be costly and difficult to obtain. To address this limitation, few-shot learning on graphs has emerged as a promising approach, allowing models to generalize with minimal supervision and overcome data scarcity in real-world applications. This tutorial offers an in-depth exploration of recent advancements in few-shot learning for graphs, providing a comparative analysis of state-of-the-art methods and identifying future research …
Flexfl: Flexible And Effective Fault Localization With Open-Source Large Language Models, Chuyang Xu, Zhongxin Liu, Xiaoxue Ren, Gehao Zhang, Ming Liang, David Lo
Flexfl: Flexible And Effective Fault Localization With Open-Source Large Language Models, Chuyang Xu, Zhongxin Liu, Xiaoxue Ren, Gehao Zhang, Ming Liang, David Lo
Research Collection School Of Computing and Information Systems
Fault localization (FL) targets identifying bug locations within a software system, which can enhance debugging efficiency and improve software quality. Due to the impressive code comprehension ability of Large Language Models (LLMs), a few studies have proposed to leverage LLMs to locate bugs, i.e., LLM-based FL, and demonstrated promising performance. However, first, these methods are limited in flexibility. They rely on bug-triggering test cases to perform FL and cannot make use of other available bug-related information, e.g., bug reports. Second, they are built upon proprietary LLMs, which are, although powerful, confronted with risks in data privacy. To address these limitations, …
Entangled Exclusions: Borders, Frontiers And Urban Geopolitics From Northeast India, Prerona Das, Gaurav Mittal, Jasnea Sarma
Entangled Exclusions: Borders, Frontiers And Urban Geopolitics From Northeast India, Prerona Das, Gaurav Mittal, Jasnea Sarma
Research Collection College of Integrative Studies
An epicentre of ethnicity-based identity politics and exclusions, India's northeastern region has long been politically imagined as both a ‘frontier’ and ‘borderland’ for state control, territorialization, extractive economies and (re)developments by colonial and subsequent post-colonial regimes. In post-independence India, the region experienced many territorial assertions made on ethnic grounds. With the rise of religio-national and neoliberal politics, new urban ‘developments’ and connectivity projects in the region have deepened exclusions based on class, caste, ethnic and religious borders. These have, in turn, led to further displacement, enclavization, and ghettoization of minority communities who are deemed ‘non-native’ along ethnocentric lines. Taking two …
More Concerns About Atmospheric Methane Removal Efforts, Joshua Luczak
More Concerns About Atmospheric Methane Removal Efforts, Joshua Luczak
Research Collection College of Integrative Studies
The National Oceanic and Atmospheric Administration reported record-high global atmospheric carbon dioxide levels (419.3 ppm) in 2023, alongside atmospheric methane levels (1922.6 ppb) now over 160% above pre-industrial levels. The World Meteorological Organization predicts 2024 could surpass 2023 as the warmest year on record, with more frequent and severe extreme weather events. Meeting the Paris Climate goal of limiting global warming to well below 2°C—or ideally 1.5°C—above pre-industrial levels is becoming increasingly difficult. To address these challenges, efforts are expanding beyond reducing greenhouse gas emissions. While carbon dioxide removal (CDR) technologies have been the focus, attention is now turning to …
Libkey Nomad, Joanne Romano
Libkey Nomad, Joanne Romano
TMC Library Newsletter (2015-)
What is LibKey Nomad? LibKey Nomad is a browser extension to use with Chrome, Firefox, and Edge that helps connect you to journal articles through our library subscriptions or open access resources. Simply install the plugin and choose the Texas Medical Center Library as your library. LibKey Nomad browser extension gives you fast, one-click access to scholarly articles.
National Asthma And Allergy Awareness Month, Sandra Y. Desjardins
National Asthma And Allergy Awareness Month, Sandra Y. Desjardins
TMC Library Newsletter (2015-)
Recognize National Asthma and Allergy Awareness Month this May by learning more about the wide range of allergens, symptoms, and triggers associated with these common conditions. Whether you're seeking information for yourself or a loved one, The TMC Library offers access to reliable, evidence-based resources including health databases, books, and journals to help you explore management strategies, action plans, and the latest research in the field.
Also check the Collection Highlights on Allergy & Immunology
The Iron Lung, Tara Sims, Kelsey Koym
The Iron Lung, Tara Sims, Kelsey Koym
TMC Library Newsletter (2015-)
In the early 20th century, polio was one of the most feared diseases in the world. It struck quickly, and for some, left lasting paralysis—especially in the muscles that control breathing. That’s where the iron lung came in.
This large, capsule-like machine enclosed a patient’s body up to the neck in an airtight chamber. Through shifts in air pressure, it caused the chest to rise and fall, simulating natural breathing. It was loud, cumbersome, and required constant attention—but for many, it meant survival. Visit the McGovern Historical Center Blog to read the complete story about the Iron Lung.
Buyer Perceptions Of Single- And Mixed-Gender Dyadic Sales Teams: Should I Have A Wingman Or A Wingwoman?, Eric Kushins, Melissa Clark
Buyer Perceptions Of Single- And Mixed-Gender Dyadic Sales Teams: Should I Have A Wingman Or A Wingwoman?, Eric Kushins, Melissa Clark
Journal of Applied Marketing Theory
Prior research suggests that the gender composition of sales teams may impact team performance. However, research at the intersection of sales, gender, and teams is limited. In this study, we collect survey data from hypothetical buyers who viewed one of six sales pitch videos, including solo salesmen and saleswomen, single-gender dyadic sales teams, and mixed-gender sales teams. The hypothetical buyers were asked to rate each of the salespeople on important traits that have proven to lead to successful sales interactions, including customer orientation, understanding, trustworthiness, awareness of others’ feelings, competence, knowledge, and if the hypothetical buyer would take advice from …
Unplanned In-Store Purchase Behavior Of Organic Grocery Product Users: Effect Of Consumer Innovativeness Traits And Traditional And Digital Promotional Stimuli, Dale A. Cake, Vikas Agrawal, Wooyang Kim
Unplanned In-Store Purchase Behavior Of Organic Grocery Product Users: Effect Of Consumer Innovativeness Traits And Traditional And Digital Promotional Stimuli, Dale A. Cake, Vikas Agrawal, Wooyang Kim
Journal of Applied Marketing Theory
The purpose of this study was to understand the relationship of consumer innovativeness traits and traditional or digital in-store promotional stimuli and their effect on in store unplanned shopping of organic products. Within a framework of trait theory, consumer buying behavior theory and decision-making processes, SEM and r software applied to U.S. retail organic user panel data showed a unique, positive relationship of hedonistic, price-consciousness and quality-seeking traits with domain-specific (organic products) consumer innovativeness. This had a direct, positive effect on traditional and digital stimuli use, as well as leading to unplanned shopping and spending of organic goods. Knowing the …
Determinants And Consequences Of Consumer Satisfaction Toward Hypermarkets In Thailand: Stimulus-Organism-Response Model, Kittichai Watchravesringkan, Chompunuch Punyapiroje
Determinants And Consequences Of Consumer Satisfaction Toward Hypermarkets In Thailand: Stimulus-Organism-Response Model, Kittichai Watchravesringkan, Chompunuch Punyapiroje
Journal of Applied Marketing Theory
In the early 2000s, Thailand's hypermarket sector experienced rapid growth, drawing significant foreign direct investment. However, increasing competition from local retailers, the rise of convenience stores and community malls, and evolving consumer shopping habits have contributed to a post-pandemic slowdown in sales growth. Understanding how consumers evaluate hypermarkets' marketing practices is crucial for both academics and managers, as their strategies may depend on the strength of consumer attitudes toward these practices. Guided by the stimulus-organism-response (S-O-R) paradigm, this study investigates how consumers’ attitudes toward marketing practices, including business provision, deceptive advertising, fair price, and retail services—affect consumer satisfaction, which, in …
Only You Can Prevent The Apocalypse: Donald Trump, The Environmental Movement, And Egotism At The Brink, Gregory A. Griffin
Only You Can Prevent The Apocalypse: Donald Trump, The Environmental Movement, And Egotism At The Brink, Gregory A. Griffin
Graduate Theses and Dissertations
This thesis explores the rhetorical style termed 'Apocalyptic Egotism,' focusing on its manifestation in American political discourse and environmental activism. By analyzing the rhetoric of Donald Trump and prominent climate advocates, including Al Gore, King Charles III, David Wallace-Wells, and Greta Thunberg, the study identifies four key stylistic elements: imminent crisis, historical insulation, epistemic certainty, and hyperbolic agency. The analysis reveals how this rhetorical style represents a distinct departure from traditional apocalypticism and perpetuates Anglo-centric power structures and marginalizes non-Western voices, with significant implications for understanding race, rhetoric, and global inequality in the context of modern crises. The thesis concludes …
Variation In Stress Response Regulation Across Natural Isolates Of Saccharomyces Cerevisiae, Crystal Christine Crook
Variation In Stress Response Regulation Across Natural Isolates Of Saccharomyces Cerevisiae, Crystal Christine Crook
Graduate Theses and Dissertations
The stress response of Saccharomyces cerevisiae is a valuable area of study for understanding cellular adaptation mechanisms that govern survival in fluctuating environments. This dissertation investigates stress response regulation in yeast through the roles of Hog1 mitogen-activated protein kinase (MAPK) and the post-transcriptional regulator Mkt1, a key post-transcriptional regulator, in diverse wild yeast isolates. Hog1 is traditionally known for its central role in osmotic stress regulation in the high-osmolarity glycerol (HOG) pathway. This study expands the functional scope of Hog1 to include oxidative and ethanol-induced stress responses.
In parallel, we investigate post-transcriptional regulation of stress responses by the Mkt1 interactome, …
Space And Subjectivity In The Emerging American West, Scott Hendry
Space And Subjectivity In The Emerging American West, Scott Hendry
Graduate Theses and Dissertations
The American West resists theoretical definition. As myth, ideal, region, contact zone, place, space, symbol, territory, home, assemblage, dream, and home, the West is continually changing. As a region, the West is not a closed space; it is an open, ongoing constellation of processes, an unfolding simultaneity of storied events or happenings. This dissertation, “Space and Subjectivity in the Emerging American West,” explores literature and cinema of the modern West. My project seeks to answer the question “What is the American West?” by examining the work of novelists, poets, filmmakers, cultural geographers, philosophers, and photographers who reimagine identity, locality, and …
Elucidating The Mechanisms Of Collagenase H From Hathewaya (Clostridium) Histolytica In Collagen Degradation And Developing A Cross-Linked Platform For Efficient Capture And Release Of Adeno-Associated Virus Serotype 2 (Aav2), Adjoa Otubea Bonsu
Graduate Theses and Dissertations
In biological systems, Hathewaya (Clostridium) histolytica secretes collagenases that degrade structural collagen in host tissues and cause tissue necrosis. Despite their detrimental effects, these enzymes have significant therapeutic potential by effectively digesting various collagen subtypes to treat connective tissue disorders. The bacterium produces two homologous collagenases, ColG and ColH, with a catalytic module crucial for hydrolyzing collagen and binding domains, including collagen-binding domains (CBDs) and polycystic kidney disease-like domains (PKDs), for substrate interaction.
Although the crystal structure of the catalytic module of collagenase G (ColG) has been determined, shedding light on its chew-and-digest mechanism, the structure of collagenase H (ColH) …
How Novice Arkansas Teacher Corps Teachers In The Arkansas Delta Stabilize In Their Profession: A Dissertation, Nicholas G. Patterson
How Novice Arkansas Teacher Corps Teachers In The Arkansas Delta Stabilize In Their Profession: A Dissertation, Nicholas G. Patterson
Graduate Theses and Dissertations
Foundational research exists on the teacher life cycle, novice teacher struggles, and the role of burnout on public sector employees, including teachers (Huberman, 1989; Veenman, 1984; Maslach & Jackson, 1981). However, less research explores teachers' perceptions about what allows them to move through the profession’s life cycle and past initial struggles and avoid burnout. There is a significant gap in the literature about why some teachers persist while others leave the profession at alarming rates (U.S. Department of Education, 2007; Alliance for Excellent Education, 2005). Seven phases exist in a teacher’s life cycle: survival/discovery, stabilization, experimentation/activism, reassessment/self-doubts, serenity, conservatism, and …
Survival Signature Estimation For All-Terminal Networks By Solving The Multi-Objective Bottleneck Spanning Tree Problem, Dewan Maisha Zaman
Survival Signature Estimation For All-Terminal Networks By Solving The Multi-Objective Bottleneck Spanning Tree Problem, Dewan Maisha Zaman
Graduate Theses and Dissertations
This research examines the problem of estimating the survival signature of all-terminal networks using Monte Carlo (MC) simulation. Following a recent similar result for twoterminal networks, we show that the work required within each MC replication corresponds to solving a multi-objective bottleneck spanning tree (MOBST) problem. We implement the resulting MC procedure using a “Blocks” algorithm from the literature to solve the MOBST in each replication by identifying its minimal set of non-dominated points. We compare this implementation against intuitive benchmark procedures for completing the work within an MC replication. We conduct numerical experiments to assess the efficacy of multi-objective …
Examining The Impact Of The Executive Healthcare Leadership Institute On Faculty Readiness To Lead, Blythe Eggleston
Examining The Impact Of The Executive Healthcare Leadership Institute On Faculty Readiness To Lead, Blythe Eggleston
Graduate Theses and Dissertations
Americans living in rural communities face significantly poorer health outcomes compared to those in urban areas. Academic medical centers (AMCs), such as the University of Arkansas for Medical Sciences (UAMS), play a critical role in addressing these disparities by incorporating rural health improvement into their mission. UAMS has committed to mitigating adverse health outcomes through targeted initiatives. However, AMCs operate within highly complex environments, balancing their tripartite mission of teaching, research, and clinical care, which demands exceptional leadership. These institutions also face unique organizational and economic challenges, compounded by personal and professional pressures on faculty members. To enhance leadership capacity …
A Case Study Of Intercultural Competence And Perceived Career Coaching Effectiveness In Higher Education, Robert C. Ellis
A Case Study Of Intercultural Competence And Perceived Career Coaching Effectiveness In Higher Education, Robert C. Ellis
Graduate Theses and Dissertations
As the cost of a college education continues to increase dramatically, both policymakers and the general public have begun to question the return on investment in higher education. In response, post-secondary institutions have substantially invested in their career development offices in an effort to improve graduate career outcomes. Among the most widespread of the career services offered to college students is career coaching, which the literature supports as having a substantial impact on increasing starting salaries and job offers for new college graduates. Despite being more likely than their peers to utilize their institution’s career development offices, college graduates belonging …
Innovation And Genre In Nonnus’S Dionysiaca, Arianna Loewen
Innovation And Genre In Nonnus’S Dionysiaca, Arianna Loewen
Classical Studies Honors Theses
No abstract provided.
Infrastructuring Planetary Rural Geographies: A View From China’S Rural Construction Movement, Ningning Chen, Lily Kong, Yurui Li
Infrastructuring Planetary Rural Geographies: A View From China’S Rural Construction Movement, Ningning Chen, Lily Kong, Yurui Li
Research Collection School of Social Sciences
This commentary responds to Wang et al.'s (2023) call for planetary rural geographies by attending to the neglected infrastructural dimensions. In so doing, we show how China's rural construction movement demonstrates Wang et al.'s (2023) three geographies of planetary rurality: as spaces of crisis, conflict, and hope. Simultaneously, we address how planetary rural thinking can foreground infrastructural geographies and their destabilization of urban-centered discourses, leading to a reconsideration of rural–urban relationality. We then identify new insights that critical infrastructural studies offer to planetary rural geographies. This includes an emphasis on the material grounds, hidden politics, and non-linear temporal patterns of …
The Efficacy Of Incorporating Artificial Intelligence (Ai) Chatbots In Brief Gratitude And Self-Affirmation Interventions: Evidence From Two Exploratory Experiments, Jing Wen Hung, Andree Hartanto, Adalia Y.H. Goh, Zoey K.Y. Eun, K. T. A. Sandeeshwara Kasturiratna, Zhi Xuan Lee, Nadyanna M. Majeed
The Efficacy Of Incorporating Artificial Intelligence (Ai) Chatbots In Brief Gratitude And Self-Affirmation Interventions: Evidence From Two Exploratory Experiments, Jing Wen Hung, Andree Hartanto, Adalia Y.H. Goh, Zoey K.Y. Eun, K. T. A. Sandeeshwara Kasturiratna, Zhi Xuan Lee, Nadyanna M. Majeed
Research Collection School of Social Sciences
Numerous studies have demonstrated that positive psychology interventions, including brief interventions, can significantly improve well-being outcomes. These findings are particularly important given that many of these interventions are brief and self-administered, making them both accessible and scalable for large populations. However, the efficacy of positive psychology interventions is often constrained by small effect sizes. In light of advancements in generative Artificial Intelligence (AI), this study explored whether integrating AI chatbots into positive psychology interventions could enhance their efficacy compared to traditional self-administered approaches. Study 1 examined the efficacy of a gratitude intervention delivered through Snapchat's My AI, while Study 2 …
What Is Wrong With Workism?, Matthew Hammerton
What Is Wrong With Workism?, Matthew Hammerton
Research Collection School of Social Sciences
Workism is the phenomenon of people making their work the primary source of meaning and identity in their life. Recent critics of workism have argued that there is a growing trend towards it in many societies and that this is a bad thing. This article brings a philosophical perspective to the debate on workism. It develops a precise account of what workism is and evaluates the main objections raised against it by examining their underlying philosophical assumptions. Ultimately, it is argued that workism, as a way of life, is not as objectionable as its critics suggest.
Dispositional Religiosity Predicts Increased Incidence Of Mixed Emotions: Evidence Across Five Studies Spanning Two Countries, Vincent Y. S. Oh, Andree Hartanto, Ringo M. H. Ho, Eddie M. W. Tong
Dispositional Religiosity Predicts Increased Incidence Of Mixed Emotions: Evidence Across Five Studies Spanning Two Countries, Vincent Y. S. Oh, Andree Hartanto, Ringo M. H. Ho, Eddie M. W. Tong
Research Collection School of Social Sciences
Across five studies (total N = 8,414), we examined whether religious individuals experienced more mixed emotions. Studies 1 and 2 examined associations between dispositional religiosity and mixed emotions, while Study 3 provided a pre-registered replication. Study 4 provided a pre-registered exploratory examination of three potential mediators of the relationship between dispositional religiosity and mixed emotions: trait dialecticism, cognitive reappraisal, and fear of God. Finally, Study 5 provided pre-registered prospective analyses testing associations between dispositional religiosity and mixed emotions 1 month later. Across all studies, positive and negative emotions were also examined, and latent variable structural equation modeling was performed, controlling …
Do Birds Of A Nest Flock Together? A Study Of Home Provinces And Migration Paths Among Filipina Domestic Workers In Hong Kong, Tim F. Liao, Yasmin Y. Ortiga
Do Birds Of A Nest Flock Together? A Study Of Home Provinces And Migration Paths Among Filipina Domestic Workers In Hong Kong, Tim F. Liao, Yasmin Y. Ortiga
Research Collection School of Social Sciences
There is strong evidence that migration is networked. However, it is unclear whether having the same province of origin can also lead to similar migratory paths. This study investigates the question of whether a shared home province among Filipina migrant domestic workers in Hong Kong is associated with shared or linked migration paths to Hong Kong. Using a unique data source, the 2017 Survey of Migrant Domestic Workers in Hong Kong, we employed sequence analysis to identify which specific provinces exhibit stronger linkages between migratory trajectories among migrants from the same provinces and if so, whether certain provincial characteristics matter. …
Exploring The Relationship Between Intrinsic Capacity And Social Participation In Healthy Ageing: Evidence From Singapore, Li Ling Cheong, William Tov, Robin Wai Munn Choo, Chongsheng, Micah (Chen Chongsheng) Tan, Lay Khoon Lau, Wee Shiong Lim, Yew Yoong Ding, Paulin Tay Straughan
Exploring The Relationship Between Intrinsic Capacity And Social Participation In Healthy Ageing: Evidence From Singapore, Li Ling Cheong, William Tov, Robin Wai Munn Choo, Chongsheng, Micah (Chen Chongsheng) Tan, Lay Khoon Lau, Wee Shiong Lim, Yew Yoong Ding, Paulin Tay Straughan
Research Collection School of Social Sciences
Objective: The World Health Organization has identified intrinsic capacity and functional ability as key constructs in enabling healthy ageing. However, functional ability is distinct from actual levels of social and physical participation, which research has shown to be associated with health and wellbeing. This study distinguishes between functional ability and actual levels of social and physical participation, and utilizes the International Classification of Functioning, Disability and Health framework to examine the relationship between IC and the two constructs. Methods: This study utilizes cross-sectional self-reported data from a nationally representative panel of Singapore residents aged 56–75 (N = 6,434). We performed …
Ai V. Mqd: Navigating New Regulatory Challenges In The Life Sciences, Hayden W. Smith
Ai V. Mqd: Navigating New Regulatory Challenges In The Life Sciences, Hayden W. Smith
William & Mary Law Review
This Note proceeds in four parts. Part I introduces AI as an emerging technology in the life sciences, the FDA’s inherited regulatory regime, and challenges under the MQD [major questions doctrine]. Part II explores how hypervigilant regulation obstructs innovation and exposes agencies to judicial challenges. Part III offers solutions to safely and effectively navigate the major questions landscape within a framework that fosters AI innovation. This Note proposes a solution that conceptually balances growth in the life sciences with the statutory elements required for a safe and effective regulatory scheme.
This abstract has been taken from the author's introduction.