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Progress And Prospective Of New Pollutants Study, Ruan Ting, Chunyang Liao, Yawei Wang, Maoyong Song, Yaqi Cai, Guibin Jiang Jul 2026

Progress And Prospective Of New Pollutants Study, Ruan Ting, Chunyang Liao, Yawei Wang, Maoyong Song, Yaqi Cai, Guibin Jiang

Bulletin of Chinese Academy of Sciences (Chinese Version)

The governance of new pollutants has been becoming a critical strategic demand for the high-quality development of China. The policy will be further advanced during the coming National 15th Five-Year Plan period. Nevertheless, significant challenges remain in aspects such as list of controlled chemicals, standard development, measurement methods, alternative approaches, and remediation techniques. Existing experience in addressing traditional pollutants remains insufficient to adequately address the concealed and complex ecological and/or health risks associated with new pollutants. Thus, a strengthening of basic research is the optimal approach to tackling these challenges and avoiding detours. To better identify the critical scientific challenges …


Black Soil Organic Carbon Plays A Critical Role In Ensuring Food Security, Zhang Xingyi, Qingsong Shen, Mingming Guo, Na Li, Qiang Chen, Wei Hu, Jianye Li, Yimin Chen, Yansheng Li, Xiaobin Liu Jul 2026

Black Soil Organic Carbon Plays A Critical Role In Ensuring Food Security, Zhang Xingyi, Qingsong Shen, Mingming Guo, Na Li, Qiang Chen, Wei Hu, Jianye Li, Yimin Chen, Yansheng Li, Xiaobin Liu

Bulletin of Chinese Academy of Sciences (Chinese Version)

Carbon-rich Black Soils are an important natural resource ensuring China’s food security, and their soil carbon stocks are closely related to grain production capacity. Based on nearly two decades of regional survey data and long-term field experiments, this study systematically investigated the dynamics of soil organic matter (SOM), its response relationship with crop productivity, and strategies for soil fertility improvement. The results showed that soil carbon stocks in the topsoil (0–20 cm) of the Black Soil region in Northeast China have declined by approximately 60%. In 2019, the regional average SOM content was approximately 36 g/kg and was decreasing at …


North Dakota’S New Health Initiative The Multi-Partner Health Collaborative, Krissie L. Mayer Jul 2026

North Dakota’S New Health Initiative The Multi-Partner Health Collaborative, Krissie L. Mayer

Walden Dissertations and Doctoral Studies

North Dakota’s declining health outcomes and continued disparities demonstrate a need for a coordinated, multisector approach to statewide health improvement. This qualitative case study examined stakeholder perceptions of the initial effectiveness and potential sustainability of the Multi‑Partner Health Collaborative (MPHC) in advancing the State Health Improvement Plan (SHIP). Using systems theory (ST), the study explored how executive leadership, the steering committee, and goal groups function as interdependent subsystems whose alignment, communication, and feedback loops influence overall performance. Semi-structured interviews, analyzed thematically, reflected the patterns related to collaboration, SHIP implementation, barriers to effectiveness, and factors shaping long-term sustainability. Stakeholders generally viewed …


Founder Teams, Social Networks, And New Firm Performance, Joyce Zhou, Jun Yu, Arturo Rodriguez, Josh Tolleson Jul 2026

Founder Teams, Social Networks, And New Firm Performance, Joyce Zhou, Jun Yu, Arturo Rodriguez, Josh Tolleson

Journal of Business & Entrepreneurship

Research has shown that entrepreneurs’ social networks have a positive effect on the performance of new business ventures. However, much of the research in this area has focused on the individual entrepreneur, even though it is recognized that most new business ventures are started by a team of entrepreneurs. Integrating theories of social networks, top-management teams, and the resource-based view, this study focuses on the effect of the characteristics of entrepreneur teams on entrepreneurial social networks as well as the availability of resources made possible by these social networks. It also examines the potential for team cohesion to moderate the …


Catalogue Of The Water Striders (Hemiptera: Gerridae) Of Mississippi, Chase G. Fry, Patricia L.S. Wooden Jul 2026

Catalogue Of The Water Striders (Hemiptera: Gerridae) Of Mississippi, Chase G. Fry, Patricia L.S. Wooden

Midsouth Entomologist

Water striders (Hemiptera: Gerridae) are skating aquatic insects with piercing-sucking mouthparts that opportunistically feed on prey trapped by surface tension. The presence or absence of water striders and other aquatic Hemiptera in water systems may be important indicators of water quality. Despite their importance, the last aquatic Hemiptera checklist for the state was published in 1988. Since this publication, humans have altered waterways to meet their needs, and Gerridae taxonomy has continued to evolve. This study aims to create a current checklist of Gerridae, to provide a more comprehensive understanding of the species found in Mississippi before aquatic habitats are …


Intouch Week Of July 20, 2026, New York Medical College Jul 2026

Utility Of The Thoracic Trauma Severity Score In Predicting Outcomes In Isolated Thoracic Injuries: A 10-Year Omani Cohort Study, Badriya Alqanubi, Darpanarayan Hazra, Aisha Breiki Jul 2026

Utility Of The Thoracic Trauma Severity Score In Predicting Outcomes In Isolated Thoracic Injuries: A 10-Year Omani Cohort Study, Badriya Alqanubi, Darpanarayan Hazra, Aisha Breiki

Sultan Qaboos University Medical Journal

Objectives: The Thoracic Trauma Severity Score (TTSS) is a composite scoring system developed to assess injury severity and predict outcomes in thoracic trauma. This study aimed to evaluate the performance of TTSS in predicting clinical outcomes in patients with isolated thoracic trauma in Oman. Methods: This retrospective observational study was conducted at two tertiary academic hospitals in Muscat, Oman, between January 2014 and December 2024 and included adult patients with isolated thoracic trauma. TTSS was calculated from demographic, radiological and clinical data. Its predictive performance was assessed using receiver operating characteristic analysis for mortality, intensive care unit (ICU) admission, and …


Material Affecting Design (Mad): How Living Biomaterials Reshape Computational Design Through Biological Transformation, Abolhassan Pishahang Jul 2026

Material Affecting Design (Mad): How Living Biomaterials Reshape Computational Design Through Biological Transformation, Abolhassan Pishahang

Electronic Theses and Dissertations 2020 - Present

Living biomaterials grow during fabrication, making strategy selection a design problem distinct from conventional form-making. This dissertation investigates how Pleurotus ostreatus mycelium and Triticum aestivum plant roots reshape the computational design process through their biological behavior. The central argument is that when a designer works with living matter, the material participates in forming, changing the decisions made, the strategies chosen, and the framework required. This relationship between biological transformation and computational design is named the Material Affecting Design (MAD) framework. The research was conducted through a research-through-design methodology grounded in American pragmatist philosophy, particularly the work of Dewey, James, and …


Jiriki And Tariki: Zen And Jōdo Shinshū Through Hakuin And Rennyo, Anthony Baker Jul 2026

Jiriki And Tariki: Zen And Jōdo Shinshū Through Hakuin And Rennyo, Anthony Baker

Electronic Theses and Dissertations Archive

Both Hakuin Ekaku 白隠慧鶴 (1685 – 1768) and Rennyo Shōnin 蓮如上人 (1415 – 1499) used different Buddhist practices to achieve enlightenment. The soteriological practice of Zen Buddhism, understood as kenshō 見性, or “seeing into one’s nature,” and the soteriological practices of Pure Land Buddhism, understood as anjin 安心, or “the settled mind,” are often viewed as opposites because they purport that the practitioner reaches enlightenment through two different means. Rinzai Zen Buddhism claims to obtain kenshō through jiriki 自力, or self-power. The Buddhist practitioner uses their own effort to break through barriers and obtain for themselves, on their own behalf, …


The Sacred Garden: An Exploration Of Black Women’S Sexual Pleasure As Healing And Liberatory Practice, Brittany M. Young Jul 2026

The Sacred Garden: An Exploration Of Black Women’S Sexual Pleasure As Healing And Liberatory Practice, Brittany M. Young

Electronic Theses and Dissertations Archive

Much of sexology (i.e., sex science) employs a non-inclusive, sex-negative and anti-Black perspective. Most research about Black sexuality, specifically Black women’s sexuality, is rooted in negativity, promiscuity, shame, and the erasure of pleasure. To undo such a narrow, harmful, and dehumanizing view of Black women’s sexuality, this qualitative study employed an intersectional, pleasure-focused, and sex-positive framework to explore how Endarkened (Black) women’s sexual pleasure is a healing and liberatory practice. This study also delved into Endarkened women’s femininity/feminine expression to understand how Black femininity functions as a form of feminine resistance by not existing within patriarchal femininity. Guided by Lorde’s …


Building Ai-Native Innovation System To Drive Transformation And Innovation In Research Organization And Management Models, Hong Xuehai Jul 2026

Building Ai-Native Innovation System To Drive Transformation And Innovation In Research Organization And Management Models, Hong Xuehai

Bulletin of Chinese Academy of Sciences (Chinese Version)

Artificial intelligence (AI) is profoundly reshaping research paradigms. This study aims to analyze the intrinsic mechanisms through which AI empowers scientific research and its impact on the organizational management models of research. By summarizing what AI can and cannot do in empowering research, it reveals the current effectiveness and capability boundaries of AI in this domain. Based on the extraction of common core conditions for AI-empowered research and the deconstruction of typical cases of AI-enabled research organizational models, this study analyzes the differences between the organizational management model of AI-empowered research and traditional research organizational models. Furthermore, it proposes three …


Understanding And Foresight On Construction Of Foundation Model Industry Innovation Ecosystem, Liu Liu, Chunhui Jia, Yangfan Han, Qiqi Zhang, Jialin Li, Dayuan Li, Junpu Wang Jul 2026

Understanding And Foresight On Construction Of Foundation Model Industry Innovation Ecosystem, Liu Liu, Chunhui Jia, Yangfan Han, Qiqi Zhang, Jialin Li, Dayuan Li, Junpu Wang

Bulletin of Chinese Academy of Sciences (Chinese Version)

Foundation models are a key vehicle driving artificial intelligence toward general intelligence, and their industrialization urgently requires support from a systematic and collaborative innovation ecosystem. This study focuses on the construction of the foundation model industry innovation ecosystem. It first reviews the frontier progress and identifies its essence as a complex innovation network featuring the three-dimensional synergy of technological, organizational, and industrial architectures, and then analyzes the architecture along the upstream, midstream, and downstream of the industrial chain: the upstream supports computing power and data, the midstream undertakes algorithmic innovation and platform services, and the downstream realizes multi-scenario value transformation. …


Construction Trends And Addressing Strategy Of Global Carbon Value System In View Of Chinese Enterprise, Xu Shuangqing, Liang Sun, Jianfeng Guo Jul 2026

Construction Trends And Addressing Strategy Of Global Carbon Value System In View Of Chinese Enterprise, Xu Shuangqing, Liang Sun, Jianfeng Guo

Bulletin of Chinese Academy of Sciences (Chinese Version)

The global carbon value system represents a new consensus on values formed over decades of collective human action to address climate change. Its framework has been preliminarily established, with three dimensions—institutions, norms, and industries—forming a multidimensional space for expansion. Through this framework, the carbon value system can extend its influence to every aspect of human activity. At its core, the carbon value system involves reassessing the value of human activities and establishing new constraints for sustainable development. Consequently, enterprises must transform their traditional development models. For Chinese enterprises, the emergence of the global carbon value system during their pursuit of …


Building China’S Space Station Intellectual Property Protection System: Strategic Demands, International Rule Competition, And Institutional Pathways, Xiao Youdan, Bing Xiao, Yi Zheng, Xianghui Liu Jul 2026

Building China’S Space Station Intellectual Property Protection System: Strategic Demands, International Rule Competition, And Institutional Pathways, Xiao Youdan, Bing Xiao, Yi Zheng, Xianghui Liu

Bulletin of Chinese Academy of Sciences (Chinese Version)

As China’s space station transitions into its application and development phase, on-orbit research outputs are entering a period of concentrated yield. The protection of space station intellectual property (IP) has evolved from a theoretical proposition into a pressing institutional demand. For decades, developed economies, notably the United States and European nations, have dominated the development of international space IP rules. Their core approach extends the traditional principle of territoriality through “legal fiction”, establishing jurisdiction based on the “State of registry’s jurisdiction”—that is, treating space objects as extensions of the registering State’s territory, thereby extending the reach of domestic IP law …


Insights And Implications Of Ai For Science Strategies Of Major Science And Technology Powers, Zhang Zhiqiang, Yawei Shao Jul 2026

Insights And Implications Of Ai For Science Strategies Of Major Science And Technology Powers, Zhang Zhiqiang, Yawei Shao

Bulletin of Chinese Academy of Sciences (Chinese Version)

Artificial intelligence (AI) is transitioning from a research aid to a scientific discovery agent. The new paradigm of “AI + Science” (AI for Science, AI4S) – the intelligent science paradigm (or the fifth paradigm of science) – characterized by the deep integration of artificial intelligence into the entire process of scientific discovery, is rapidly emerging and becoming a “new agent” for intelligent and autonomous execution of scientific discovery and technological invention as well as a key force in reshaping the human knowledge production system and the global landscape of technological competition. The intervention of AI in the field of knowledge …


Open Sharing And Collaborative Governance: Practices And Implications Of National Institutes Of Health’S Digital Transformation, Long Yuntao, Bingzhi Wang, Zheping Xu, Yang Wang Jul 2026

Open Sharing And Collaborative Governance: Practices And Implications Of National Institutes Of Health’S Digital Transformation, Long Yuntao, Bingzhi Wang, Zheping Xu, Yang Wang

Bulletin of Chinese Academy of Sciences (Chinese Version)

With the rapid development of information technology, research projects and tasks of research institutes are increasing rapidly. Scientific and technological resources are the core and foundation of scientific research work, and scientific research institutes are faced with the needs of processing, management and coordination of a large number of scientific and technological resources. Digital transformation has become an inevitable choice for the high-quality development of scientific research institutes. The U.S. National Institutes of Health (NIH), as the world’s top scientific research institute, has continuously introduced a number of initiatives in the field of digital transformation, such as institutional reform policies, …


Reel Into Fishing!: Providing A Recreational Fishing Education Program For Youth, Amelia Valente, Douglas R. Zemeckis, Lisa Morse, Gene Nigro Jul 2026

Reel Into Fishing!: Providing A Recreational Fishing Education Program For Youth, Amelia Valente, Douglas R. Zemeckis, Lisa Morse, Gene Nigro

Journal of Extension

New Jersey is known as the Garden State, but with over 130 miles of Atlantic coastline, it also has very productive marine ecosystems that offer numerous opportunities for recreational marine fishing. The International Game Fish Association, a nonprofit organization committed to the conservation of game fish and the promotion of responsible, ethical angling practices, collaborated with Rutgers Cooperative Extension to host a youth educational program entitled Reel Into Fishing! The objective is to educate participants through hands-on engagement on ethical fishing practices and marine science to help develop the next generation of responsible anglers.


Ai-Powered Knowledge Engines As Research Infrastructure For Systematic Knowledge Discovery, Gary Welz Jul 2026

Ai-Powered Knowledge Engines As Research Infrastructure For Systematic Knowledge Discovery, Gary Welz

Publications and Research

This paper proposes knowledge engines as a framework for understanding how intelligent systems — both human and artificial — systematically discover, integrate, and generate knowledge. We argue that history’s greatest scientific minds functioned as knowledge engines, processing information through iterative cycles of ingestion, analysis, synthesis, and communication, guided by curiosity and willingness to challenge established beliefs.

We propose a taxonomy of nine integrated capabilities — ingestion, digestion, analysis, calculation, comparison, connection, association, analogy, and multimodal communication — that any serious knowledge engine must combine systematically. The argument is deliberately integrative: achieving ambitious research goals requires orchestrating all nine capabilities within …


Community Energy Storage: A Framework For Enhanced Energy Trading And Cost Efficiency, Bassam Al-Hanahi, Aziz Jul 2026

Community Energy Storage: A Framework For Enhanced Energy Trading And Cost Efficiency, Bassam Al-Hanahi, Aziz

Research outputs 2022 to 2026

The integration of renewable energy sources (RES) into modern electricity grids introduces substantial challenges, primarily due to their inherent variability and the critical need for real-time supply-demand balancing. Community Battery Storage system (CBSS) has emerged as an effective strategy to address these challenges, enhancing grid stability and providing localized economic benefits through optimized energy storage and management. This paper presents a novel energy trading framework that prioritizes community welfare by balancing the reduction of user energy costs with CBSS revenue generation. The proposed model employs a multi-objective optimization approach, utilizing the epsilon-constraint method to strike an optimal balance between minimizing …


Intentionality Displays In Contemporary French Literature, Martine Motard-Noar Jul 2026

Intentionality Displays In Contemporary French Literature, Martine Motard-Noar

SOROUD: The journal of Literacy Criticism

The works of Hélène Cixous and of Pascal Quignard can be described as spaces of intentionality where a narrative program unfolds.


Intentionality, Or How Photography Became An Art, David Paigneau Jul 2026

Intentionality, Or How Photography Became An Art, David Paigneau

SOROUD: The journal of Literacy Criticism

The introduction of the daguerreotype in 1839, soon followed by the appearance of what we now call photography, was one of the most significant breaks in the history of representation.


India And The Cisg — A Case For Ratification, Ranak Banerji, Rida Rahman Jul 2026

India And The Cisg — A Case For Ratification, Ranak Banerji, Rida Rahman

National Law School Business Law Review

The United Nations Convention on Contracts for the International Sale of Goods (‘CISG or Convention’) was opened for signatures in 1980. More than forty years later, it has been one of the most successful international instruments that has attempted to unify international commercial law. The Hong Kong Special Administrative Region (‘HK SAR’) and the Kingdom of Saudi Arabia recently ratified the CISG. This development brings into question the non-signatory status of another trading giant, India. The ratification of the CISG is as much a commercial question as it is a legal one. It can provide extensive benefits along with legal …


Gender Aspects Of Rihla, El Gharoussi El Mobarik Jul 2026

Gender Aspects Of Rihla, El Gharoussi El Mobarik

SOROUD: The journal of Literacy Criticism

Controversially contested, rihla is a genre by itself for the very reasons it is contested for. Anchored in its Arab-Muslim culture, the hijra of the prophet, the cult of pilgrims, and scientific peregrinations, flourished in the Muslim West: it is primarily a Magribine genre. No genre enjoys absolute purity, so does the rihla. It has links with geographical literature, fahrâsa and autobiography. The writing of the narrative in linear form and circular content systematically challenges didactics, pleasant and ethical digressions, but also books: the genre is intertextual.


The Moorish Ambassador’S Journey To Spain: Cultural Encounters In Ahmed Ben Mehdi Al-Ghazāl’S Natījat Al Ijtihād Fi Al-Mohādana Wa Al-Jihād (1766), Lhoussain Simour Jul 2026

The Moorish Ambassador’S Journey To Spain: Cultural Encounters In Ahmed Ben Mehdi Al-Ghazāl’S Natījat Al Ijtihād Fi Al-Mohādana Wa Al-Jihād (1766), Lhoussain Simour

SOROUD: The journal of Literacy Criticism

This article attempts to read al-Ghazāl’s travel account Natījat al Ijtihād fi al-Mohādana wa al-Jihād as a valuable archival material and an eighteenth-century subaltern narrative that offers the re-interrogation of the discourse of the Self and the Other from the perspective of the Moroccan traveler. Natījat al Ijtihād is a travel account that gives further historical evidence about one of the less discussed experiences in literature and annals of history, the abduction of Muslims in foreign lands. Such an interdependent overlap between these thematic concerns and the historical context that fuels up al-Ghazzal’s travel-inspired text would give readers the chance …


Reality Check: How Avatar And Face Representation Affect The Perceptual Evaluation Of Synthesized Gestures, Haoyang Du, Yinghan Xu, John Dingliana, Brian Keegan, Rachel Mcdonnell, Cathy Ennis Jul 2026

Reality Check: How Avatar And Face Representation Affect The Perceptual Evaluation Of Synthesized Gestures, Haoyang Du, Yinghan Xu, John Dingliana, Brian Keegan, Rachel Mcdonnell, Cathy Ennis

Research Outputs: 2025-Present

The capacity to create realistic virtual humans has progressed significantly, and such characters can be found in many applications across entertainment, education and health. As an essential element of interactive virtual humans, speech-driven 3D gesture generation still depends heavily on perceptual evaluation, yet studies often vary avatar appearance and facial presentation when judging the generated motions. Prior work suggests these visual choices can bias motion judgments, but controlled evidence remains limited. We address this gap with controlled evaluations of co-speech gestures across motion sources, spanning seven representative avatar renderings used in contemporary research and application pipelines. Our results show that …


Fostering Integration Of Idd Concepts Into Nursing Curriculums In The United States, Cecily L. Betz, Joyce Carolyn Graff Jul 2026

Fostering Integration Of Idd Concepts Into Nursing Curriculums In The United States, Cecily L. Betz, Joyce Carolyn Graff

International Nursing Research Congress (INRC)

Background: Curriculum content pertaining to the lifespan needs of individuals with intellectual and developmental disabilities (IDD) is not evident in nursing programs in the United States (US) despite national statistics that indicate 17% of the U.S. population are identified as having IDD [1-3]. Beginning with the Kennedy Administration in the 1960s, the U.S. federal government has made significant investments to improve services for the IDD population through the establishment of interdisciplinary educational networks, such as the University Centers for Excellence in Development Disabilities (UCEDD) and Leadership Education in Neurodevelopmental and Related Disabilities (LEND) [2]. For nurses interested in IDD specialty …


Closing The Gap: Canadian Undergraduate Nursing Students’ Competencies And Training Needs In Idd, Lin Li, Yona Lunsky, Anupam Thakur, Soumya Mishra, Nagyeong Kim, Gurmanpreet Kaur Jul 2026

Closing The Gap: Canadian Undergraduate Nursing Students’ Competencies And Training Needs In Idd, Lin Li, Yona Lunsky, Anupam Thakur, Soumya Mishra, Nagyeong Kim, Gurmanpreet Kaur

International Nursing Research Congress (INRC)

Background: People with intellectual and developmental disabilities (IDD) face persistent health inequities, including higher morbidity, premature mortality, and increased healthcare use [1–3]. These disparities are intensified by limited provider training and confidence in caring for this population [4,5], underscoring the need to strengthen nursing education in IDD. This study examined Canadian undergraduate nursing students’ attitudes, competencies, and training needs related to IDD.

Methods: From May-August 2025, a 28-item anonymous online survey was distributed through nursing programs and nursing student societies across Canada. The survey assessed knowledge, attitudes, self-perceived skills, exposure to IDD in coursework and clinical settings, and preferred learning …


Current & Future Priorities In Canadian Pre-Licensure Nursing Education On Care For People With Idd, Anna Don, Janet Mccabe Jul 2026

Current & Future Priorities In Canadian Pre-Licensure Nursing Education On Care For People With Idd, Anna Don, Janet Mccabe

International Nursing Research Congress (INRC)

Using existing literature the audience will be oriented to the current state of pre-licensure nursing education about People with intellectual and developmental disabilities (IDD), review priorities identified by People with IDD and nurses, and finally suggest a course for the future nursing education about the care of People with IDD.

The findings of a recent scoping review of international pre-licensure nursing education [1] demonstrated that most education related to people with IDD was episodic at best. More recently a Canadian Delphi study was conducted in which People with IDD and nurses identified priorities for nursing education [2]. Using the current …


Advancing Learning Disability Nursing Education In Scotland, Sam Abdulla, Natasha Spassiani, Amanda Woodrow, Jacqueline Taylor, Valerie Houghton, Kyle Buchan Jul 2026

Advancing Learning Disability Nursing Education In Scotland, Sam Abdulla, Natasha Spassiani, Amanda Woodrow, Jacqueline Taylor, Valerie Houghton, Kyle Buchan

International Nursing Research Congress (INRC)

Across the UK, applications to undergraduate nursing programmes, especially Learning Disability (LD) Nursing have declined significantly (Royal College of Nursing, 2021), resulting in under-recruitment and, in some regions, the closure of LD Nursing programmes (Royal College of Nursing, 2024). This shortage of specialist LD Nurses risks worsening health inequalities for people with LD (House of Commons, 2024). NHS Education Scotland (2023) identified LD Nursing as a workforce priority, highlighting the need for innovation to attract new nurses and maintain high-quality, person-centred care. For those entering programmes, access to varied and appropriate placements remains a challenge due to reduced post-COVID capacity, …


From Burden To Support: Validating An Ai-Based Dementia Care Voice Assistant App, Modupe Akintomide, Xinyue Zhang, Divya Iyer, Madison Ellison, Sumaya Tamenne Jul 2026

From Burden To Support: Validating An Ai-Based Dementia Care Voice Assistant App, Modupe Akintomide, Xinyue Zhang, Divya Iyer, Madison Ellison, Sumaya Tamenne

International Nursing Research Congress (INRC)

The prevalence of behavioral symptoms, such as wandering and agitation, in over 90% of persons with Alzheimer's disease and related dementias (Pw-ADRD), with approximately 83% residing in home-based settings [1-3], underscores the urgent need for effective interventions to support informal caregivers. These caregivers are essential for maintaining quality care for Pw-ADRD, yet they frequently encounter substantial challenges in managing behavioral symptoms [4], revealing a significant gap in available resources and support systems.

To address this gap, we developed a prototype for an AI-based Dementia Care Voice Assistant (AI-DECAVA), powered by a large language model (LLM). The system is designed to …