Digital Commons Network^™

Coordinating Meaning With Ai System Cards: A Thematic Analysis, Jennifer Rene French Cyrek

Doctoral Dissertations and Projects

As the meaning of AI risk remains unsettled across sociotechnical and public discourse, AI system cards are an emergent, yet understudied, genre of technical documentation through which AI technology developers publicly frame new AI system capabilities including risks. This thematic content analysis study examines how AI technology developers coordinate meaning regarding risk and responsible development in stewardship of AI. Guided by a constitutive view of communication and systems theory, second-order cybernetics, and the cybernetic tradition, this study analyzes a purposive corpus of AI system cards collected from 2023-2025 using thematic content analysis and the hierarchy of meaning heuristic from coordinated …

A Strategy For Identifying, Equipping, And Empowering High-Capacity Church Leaders Within The Zero Collective Network, Blake Hicks

Doctoral Dissertations and Projects

This Doctor of Ministry action research project addressed the shortage of high-capacity lay leaders within The Zero Collective (TZC), a multi-church network in West Michigan, which has limited the sustainability and expansion of ministry initiatives. The purpose of this project was to develop a practical, biblically grounded strategy for identifying, equipping, and empowering high-capacity leaders to strengthen the network’s leadership pipeline and support its mission.

Using an action research methodology, this study engaged a select group of lay leaders identified as having high leadership potential. Data were collected through a triangulated approach, including pre- and post-intervention questionnaires, interviews, focus groups, …

Secondary Traumatic Stress: Lived Experiences Of Urban Educators, Stephanie R. Booker

Doctoral Dissertations and Projects

The purpose of this phenomenological study was to understand and interpret the lived experiences of urban educators who experienced secondary traumatic stress resulting from exposure to the traumatic events of their students. Teachers in urban school settings serve students with high exposure to poverty, violence, and trauma, and these shared experiences often result in the urban educator experiencing secondary traumatic stress (STS). The theory guiding this study was Hans Selye's Stress Theory. Data were collected through interviews with ten secondary urban educators from five states and eight cities with varying years of experience, grade levels, and racial and ethnic backgrounds. …

Unpredictability Is A Childhood Adversity That Contributes To Mental Health Problems, Laura M. Glynn, Sabrina R. Liu, Charles Golden, Michael Weiss, Candice Taylor Lucas, Louis Ehwerhemuepha, Hal S. Stern, Tallie Z. Baram

Psychology Faculty Articles and Research

Although adverse childhood experiences (ACEs) increase risk for mental illness at the population level, existing ACEs screens are less helpful in forecasting individual outcomes, suggesting they may not capture significant elements of childhood adversity. We have previously identified unpredictable parental and household experiences as an ACE that portends poorer cognitive and mental health. However, the contribution of unpredictability to established ACEs in real-world settings is unknown. Here, leveraging existing ACEs screening in California, we added the five-item Questionnaire on Unpredictability in Childhood (QUIC-5) in 19 pediatric clinics spanning broad sociodemographic constituencies and compared in ~30,000 children the link of each …

Transmogrifying Coding Into A Social Studies Technology Tool: Using Participatory Design With Engineers And Social Studies Educators To Design Data Visualization Tools For Social Studies Data Literacy Education, Bahare Naimipour, Jessica Zhang, Tamara Shreiner, Mark Guzdial

Journal of Pre-College Engineering Education Research (J-PEER)

Our work aims to inform, design, and create data visualization tools that are meant to be integrated specifically into social studies classes. In this essay we discuss the use of participatory design methods to learn what social studies teachers (both pre-service and in-service) want in their classrooms and test the usability of real tools with these participants. Through this approach we iteratively engage our users, and they inform the design and development of learning tools for the learning and instruction of social studies data literacy. Using a social construction of technology lens, we describe the scaffolding embedded in our tools …

Developing An Empirically-Driven Immigration Policy Towards Socially Inclusive Hong Kong: A Social Justice-Oriented Acculturation Framework, Gizem Arat, Narine Kerelian

Journal of Justice-Informed Social Work Practice and Research

We conducted a qualitative study to develop an empirically driven social justice-oriented acculturation framework by exploring educators’ perceptions of diverse ethnic groups’ social inclusion in Hong Kong. Twenty in-depth interviews with educators serving ethnic minorities in Hong Kong were conducted adopting a vignette methodology using examples of specific groups relevant to Hong Kong. Based on our findings, we developed a social justice-oriented acculturation framework centred on four categories (assimilation, separation, marginalization, and integration) for understanding the interplay of factors in the exclusion or inclusion of diverse groups in mainstream society; and distinguishing the interchangeable uses of assimilation and acculturation—as a …

A Critical Review On Enhancing Equity Of Mental Health Treatment Of African American Families Through Social Support And Social Capital, Julie Radlauer-Doerfler, Morgan E. Cooley, Heather M. Thompson, Atensia Earp Bowen, Gabe Caress, Alicia Best

Journal of Justice-Informed Social Work Practice and Research

African American adults and children experience both disproportionality and disparity when in contact with the mental health delivery system. There are a number of contextual factors that influence the treatment of African American families, such as systemic oppression or racism in both society and the behavioral health system or individual expressions of mental health symptomology. This review will provide an overview of how mental health disparities crossover systems, perceptions of mental health and mental health treatment among African American families, provide some context for why this review was written, as well as discuss the context of social support and social …

Breaking Barriers: A Student Led Racial Equity Assignment, Emily Murphy, Carol Bennett- Speight, Cecily Mitchell-Harper

Journal of Justice-Informed Social Work Practice and Research

This paper presents an innovative student led racial equity assignment in a small bachelor’s in social work program in the New York metropolitan area. This paper will define epistemological racism and utilize concepts from Narrative Theory and Critical Race Theory, to critically analyze what is taught about the pioneers of social work, identifying the stories and narratives that are told and the ones that are not told. This operationalization of the theories in practice with students will cultivate mindset shifts and strategies that enable participants to engage in social work practice that fully embodies the core values of the profession. …

Building Transgender And Gender Expansive Capacity In Social Work Education, Ashling Hallford, Aisha Chapra

Journal of Justice-Informed Social Work Practice and Research

The problem to be addressed through this paper is the lack of advocacy and curriculum around transgender and gender expansive (TGE) issues in Social Work higher education. TGE people face threats to their rights through oppressive, state-level legislation, with 437 anti-trans or anti-LGBTQ+ bills as identified by the American Civil Liberties Union being debated (2024). Prock, et al, (2022) found that 40% of social work programs in religiously affiliated institutions used discriminatory language targeting TGE people in their student and faculty literature. This paper will describe recommendations for social work education and social work practice around TGE issues including faculty …

Screening And Treatment Protocols Used In Nicus Across Minnesota For Perinatal Mood & Anxiety Disorders (Pmads), Rachael Witt

Journal of Justice-Informed Social Work Practice and Research

Parents of infants with prolonged neonatal intensive care unit (NICU) hospitalizations are a population that is overlooked in recommended routine screening for perinatal mood and anxiety disorders (PMADs), yet this population is at greater risk for developing diagnosable mental health disorders. Previous research shows that across the US, PMAD screening and treatment practices vary widely, with many NICUs not providing any routine PMAD screening, psychoeducation, or treatment options to parents. The objective of this study was to explore the current mental health screening and treatment protocols used in NICUs across the state of Minnesota to learn if there are areas …

Utilizing Personal Stories Of Race In Child Welfare Education, Laura D. Boltz, Veronica Knowles, Amari Cooper

Journal of Justice-Informed Social Work Practice and Research

Families of color are overrepresented in the child welfare system. This is an issue that needs to be addressed in multiple ways, including social work education. However, policy changes may make it more difficult to address race in the classroom in a way that doesn’t attract attention. One of the ways that educators can address this is by using personal stories from their own practice experience to educate their students. In this study we discuss the literature around using personal stories and include our own personal stories that we have used in the classroom to have difficult discussions surrounding race …

Evaluating The Authentic Family Engagement And Strengthening Approach, Morgan E. Cooley, Vaughn J. Crichlow, Gabriel T. Cesar, Marianna L. Colvin, Corey B. Best, Kristin Smyth, Robin Jimenez-Bean

Journal of Justice-Informed Social Work Practice and Research

Persistent racial disproportionality of Black and brown families in the child welfare system across decades and generations highlights the need for a comprehensive understanding of the consequences of child removal and the urgency of authentic family engagement initiatives. The primary purpose of this study was to examine whether a group of child protective investigators who received (1) specialized training and (2) monthly family engagement and antiracism coaching during supervision sessions demonstrated fewer monthly removals of children from families compared to a group of investigators in the same service area who did not receive specialized training or coaching. The secondary purpose …

Examining The Relationship Between Past Involvement In Sexual Violence, Gender, And Rape Myth Acceptance In College Student-Athletes, Sarah Baker

Theses and Dissertations

Sexual violence (SV) is a persistent concern on U.S. college campuses, with student-athletes at higher risk for both perpetration and victimization. Rape myth acceptance (RMA) reflects beliefs that excuse or downplay SV, but it is unclear how these beliefs relate to student-athletes’ personal experiences with SV. This study examined RMA based on past SV involvement and gender, with attention to individuals reporting both perpetration and victimization. Participants were 350 NCAA Division III student-athletes who completed measures of SV perpetration and victimization, RMA, and sexism. Analyses evaluated differences in RMA by past involvement in sexual violence and gender while controlling for …

Adaptation Of Malay Culture In The Society 5.0 Era In Malaysia From Cultural Geography Perspective: A Systematic Literature Review, Yanur Merny, Syafri Anwar, Dedi Hermon, Febriandi Febriandi, Saiful Adli

Jurnal Pendidikan Geografi: Kajian, Teori, dan Praktek dalam Bidang Pendidikan dan Ilmu Geografi

Society 5.0 and globalization have transformed social organization in physical and digital spaces, reshaping cultural practices and the construction of Malay identity in Malaysia. Although previous studies have examined Malay culture, modernization, and identity, a systematic synthesis of how Malay culture adapts to technological and social change from a cultural geography perspective remains limited. Therefore, this study aims to analyze the patterns of Malay cultural adaptation and identity reconstruction in the Society 5.0 era in Malaysia. This study employed a Systematic Literature Review (SLR) following the PRISMA 2020 guidelines to review 22 scientific articles published between 2020 and 2025 concerning …

Infant Hippocampal And Amygdala Volume In An Observational Follow-Up From A Randomized Clinical Trial For Maternal Prenatal Depression, Catherine H. Demers, Benjamin L. Hankin, Lillybelle K. Deer, Robert J. Gallop, Mercedes Hoeflich Haase, M. Camille Hoffman, Martin A. Styner, Nancy K. Grote, Elysia Poggi Davis

Psychology: Data Sets

Prenatal maternal depression may have intergenerational effects on offspring brain development, with potential socioemotional consequences. In an observational follow-up of a randomized clinical trial of a prenatal depression intervention (the CARE Project; ClinicalTrials.gov NCT03011801), brain development and subsequent negative emotionality were examined among 109 infants born to mothers randomized during pregnancy to brief interpersonal psychotherapy or enhanced usual care. These data include MRI-derived hippocampal and amygdala volumes at approximately 6 weeks of age and a laboratory-based assessment of infant negative emotionality at 6 months.

Resulting Publication: Infant hippocampal and amygdala volume in an observational follow-up from a randomized clinical trial …

Analyzing Energy Use In 2d & 3d Imaging Systems And Workflows, Michael J. Bennett

Published Works

This study examines energy consumption in cultural heritage imaging systems and workflows, addressing a gap in sustainability research that has to date focused primarily on data storage infrastructure estimations. Using Home Assistant edge computing and Z-Wave smart plugs, seven distinct imaging systems were monitored over 203 hours, capturing 55,211 images, and rendering 2,448 objects. Results show an average energy requirement of 11.1 Wh per object, with an annual total of 747 kWh for digitization activities. Findings highlight opportunities to reduce energy demand and improve efficiency, such as automating continuous light shutoff and optimizing postprocessing routines that support institutional sustainability goals …

Ecological Gdp Of “Lucid Waters And Lush Mountains Are Invaluable Assets”, Wang Guangqian, Deyu Zhong

Bulletin of Chinese Academy of Sciences (Chinese Version)

Based on the concept of “lucid waters and lush mountains are invaluable assets”, this study investigates the theoretical connotation and accounting pathways of ecological GDP. (1) The core connotation of ecological value is elucidated from three dimensions—time, space, and civilization—and an economic quantification framework of principal–interest–interest rate is constructed. With four categories of ecological products as the foundation, the Green Certificate as the entitlement instrument, and a 5% annual simple interest rate as the accounting benchmark, ecological value is transformed from qualitative description to quantitative accounting. (2) The concept of ecological new quality productive forces is proposed, revealing its four-dimensional …

Innovation-Driven Development Of Advanced Manufacturing Industry Clusters: Trends, Issues, And Implications For 15th Five-Year Plan, Mu Rongping, Jingjing Guo, Yuchen Li, Qiang Li, Ze Feng, Mengyuan Zhu

Bulletin of Chinese Academy of Sciences (Chinese Version)

Advanced manufacturing industry clusters have emerged as a key driver of global manufacturing transformation and upgrading, playing an increasingly significant role in technological innovation, industrial collaboration, supply chain resilience, and green, low-carbon development. This study systematically analyzes the innovation development trends of advanced manufacturing clusters worldwide, outlining the strategic layouts, policy measures, and implementation pathways adopted by major countries. Based on a comprehensive review of China’s current development status and prominent challenges in this field, the study proposes targeted policy orientations and recommendations. These policy recommendations include strengthening the innovation capacity of clusters, improving collaborative innovation networks, promoting the integration …

Towards 2035: Future Forms And Strategic Path Of Chinese Agriculture, Liu Tao, Zeyu Yang, Zhaohui Dong

Bulletin of Chinese Academy of Sciences (Chinese Version)

Agricultural modernization is an integral component of the national modernization. Toward 2035, China’s agricultural system confronts multiple challenges, including increasing resource and environmental pressures, rapid upgrading of residents’ consumption structure, and in-depth adjustments in the international supply chain pattern. Meanwhile, it also embraces a series of opportunities brought by transformations in agricultural production technologies and models driven by artificial intelligence, biotechnology, and engineering technology. Based on the perspective of national medium and long-term development strategy, this study sorts out the internal constraints, external opportunities, and development drivers faced by China’s agriculture. It explores six major strategic trends—ecological, intelligent, customized, facility-based, …

Research On Development Strategy Of China’S High-End Medical Device Industry, Liu Zhihong, Hui Zhu, Wei Wu, Jiani Li, Yingke Xu, Jianxin Zhang

Bulletin of Chinese Academy of Sciences (Chinese Version)

High-end medical device industry serves as a critical technological foundation for modern healthcare systems and represents an important indicator of a country’s innovation capacity, advanced manufacturing capability, and industrial governance effectiveness. Amid intensifying global technological competition, upgrading healthcare demands, reshaping regulatory regimes and restructuring global supply chains, promoting the high-quality development of the high-end medical device industry has become essential for enhancing indigenous innovation capacity and ensuring industrial security. This study examines international experiences from the United States, Germany, Japan, and other countries in innovation ecosystem development, regulatory review optimization, market payment incentives, participation in international rules, and governance of …

Plant Diversity In Laos, And Its Strategic Significance For Building China-Laos Community With A Shared Future For Biodiversity, Meng Honghu, Bo Li, Wenbin Yu, Yaowu Xing

Bulletin of Chinese Academy of Sciences (Chinese Version)

Laos is the first country to sign the bilateral cooperation document for construction of the community with a shared future with China. Over the years, Laos and China have established clear directions for cooperation in politics, economy, security, culture, and ecology, opening a new chapter in the development of China-Laos relations. At present, global environmental governance is facing severe challenges, and the biodiversity loss has become a major international issue of growing concern. Nevertheless, biodiversity conservation and sustainable development remain relatively limited. Laos shares a boarder with China and is characterized by complex natural environments with rich plant resource. Yet, …

Mission-Oriented Technological Innovation Systems: Historical Evolution And Model Characteristics, Yang Haodong, Jin Chen, Gaofeng Wang, Chen Wang, Li Liu

Bulletin of Chinese Academy of Sciences (Chinese Version)

Mission-oriented innovation, as a strategic approach to addressing significant challenges, has gained extensive practical experience globally. However, the agenda-setting and realization processes remain a complex, underexplored area. This study, based on national innovation system theory, analyzes mission-oriented technological innovation systems through a historical and comparative lens. According to the orientation and focus of their missions, eight representative cases from China and abroad are classified into three generational categories. The study examines the structural characteristics of different innovation system models across five analytical dimensions: mission formulation, innovation actors, system architecture, policy instruments, and functional outputs. The conclusions underscore the need for …

Perspectives On Promoting Cultivation Of Intelligent Connected Vehicle Industry For Modern Industrial System, Yu Jiang, Yingxiu Zhang, Feng Chen

Bulletin of Chinese Academy of Sciences (Chinese Version)

Promoting the development of intelligent connected vehicles (ICVs) has strategic significance for China to consolidate and expand its leadership in the new energy vehicle industry, accelerate the construction of a strong country in science and technology as well as transportation, and build a modern industry system with international competitiveness. Starting from the progressiveness and safety characteristics of the modern industrial system, and combining the three key requirements of “strategic guidance”, “innovation driven”, and “risk regulation” in the cultivation of emerging industries, this study reviews the innovation practices of major countries in the world to promote the development of the ICV …

Planetary Health: Scientific Frontier For Harmonious Coexistence Between Humans And Nature, Zhu Yongguan, Jue Liu, Hua Zheng, Yaoyang Xu, Weiqi Zhou, Hongliang Zhang

Bulletin of Chinese Academy of Sciences (Chinese Version)

Against the backdrop of deeply intertwined global environmental change, biodiversity loss, and health risks, Planetary Health is emerging as a new interdisciplinary field that is gradually becoming the scientific frontier for understanding harmonious coexistence between humans and nature. This study systematically reviews the evolution of Planetary Health from the “Planetary Boundaries” theory to a comprehensive disciplinary framework. Through a paradigmatic comparison with concepts such as public health, global health, and One Health, it reveals that the core breakthrough of Planetary Health lies in redefining human health as an endogenous variable embedded within the stability of Earth’s natural systems. Three major …

From Resource Mapping To Mechanism Identification: A Lunar Tethered-Satellite Exploration System And China’S Strategic Opportunities, Wei Yong, Zhiping He, Yanchu Yang, Ke Wang, Junqiang Zhu

Bulletin of Chinese Academy of Sciences (Chinese Version)

Lunar exploration is undergoing a paradigm shift from resource mapping to mechanism identification. Key processes, such as the modulation of volatiles by magnetic anomalies and the contribution of Earth wind to surface hydration, require strictly synchronized observations of magnetic-field gradients, particle fluxes, spectrally detected volatiles, and subsurface hydrogen within the same spatiotemporal window. However, a still-unfilled “near-lunar-surface intermediate layer” gap exists between conventional single-spacecraft orbiters and landed rovers: the capability for multi-altitude, multi-parameter, strictly synchronized process observations. A tethered dual-satellite system, consisting of a main satellite and a subsatellite connected by a 5–10 km short tether, naturally provides a dual-altitude …

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

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 …

Gao Fu: Breaking Through Constraints Of “Brain Block” And Unleashing Potential Of Scientific And Technological Innovation, Editorial Board Of Bulletin Of Chinese Academy Of Sciences, Fu Gao

Bulletin of Chinese Academy of Sciences (Chinese Version)

No abstract provided.

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

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. …