Digital Commons Network^™

Data For Social Impact - Data Party Planning Worksheet, Jenrose Fitzgerald, Dan Ferris, Ally Terhaar

Center for Social Development Research

Data party, data walk, gallery walk, and data placemat—All of these tools are variations on a common theme: the importance of working collaboratively with data. This worksheet discusses ways to design, organize, and lead data parties. It also presents resources to facilitate data collaboration.

Expansion, Diversification, And Delinquency In Indonesian Fintech Lending Platforms, Muhammad Miqdad Robbani, Megat Nagainaka, Mahanani Margani

Bulletin of Monetary Economics and Banking

This study examines the impact of loan expansion and diversification strategies on credit risk in Indonesia’s fintech lending sector using panel data from 102 registered platforms between 2022 and 2025. Employing fixed-effects regression models, we analyse how loan growth and diversification influence delinquent loans. The findings reveal a non-linear relationship between loan growth and delinquent loans, implying that while moderate expansion reduces risk, excessive growth is associated with increased credit defaults, and diversification is not significant. These findings emphasise the importance of prudent growth and targeted risk management to ensure the sustainability of the fintech lending ecosystem.

The Relationships Between Perceived Quality Of Sexual Educational Experiences From Multiple Sources And Sexual Wellbeing Outcomes In A Sample Of U.S. College Women, Alex Diede

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Sexual education comes from many sources and is important for sexual wellbeing. Much of the research on relationships between sexual education and sexual wellbeing has examined specific sources (e.g., schools or parents) and outcomes related to sexual risk-reduction, such as contraceptive use (e.g., Lameiras-Fernández et al., 2021; Widman et al., 2016). Less is known about the relationships between sexual education and positive sexual wellbeing outcomes. This study used a sample of college women to examine the relationships between the perceived quality of sexual education before college from four sources (i.e., caregivers, school, peers, self) and sexual wellbeing outcomes, including ego-focused …

Beyond Autonomy: An Actor-Network Theory Study Of A Solo Exhibition In Indonesia, Rendy Pandita Bastari, Patra Aditia, Ganesha Puspa Nabila

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

In many exhibition artists are often perceived as singular and autonomous actors. Departing from the critique of this tendency, this study examines the solo exhibition Toyscapes, After Us by Indonesian artist Hilman Hendarsyah (November 2025) as a case study through the lens of Actor-Network Theory (ANT), in order to understand art exhibition as relational and socio-material practices. This study traces how exhibitions are produced through interaction between human and non-human actors within heterogeneous network. The analysis was conducted by following the actors and mapping processes of problematization, translation, and network stabilization. The findings elucidates that solo exhibition cannot be understood …

Advocating For A Care-Based Ethic: Stories Of Pregnancy And Birth From Caregivers Of Children With Down Syndrome, Lydia Ocasio-Stoutenburg, Nayma Sultana Mim

Developmental Disabilities Network Journal

Down syndrome (DS) impacts about 1 in every 640 childbirths in the United States. While quality of life has improved for people with DS, systemic inequities and deficit-based perceptions have persisted throughout history, with material impacts on people with DS and their caregivers. Researchers have documented how caregivers of children with DS have had negative experiences with healthcare providers and genetic counselors, whose biased views about DS translate into subtle and overt pressures. Few studies explicitly focus on the experiences of Caregivers of Color, multilingual families, as well as families with varying economic experiences who have children with DS. This …

Metacognition As Disciplinary Infrastructure In Ai-Mediated Learning, Tina R. Austin, Jason Gulya, Nick Potkalitsky

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

Metacognition is often presented as a response to generative AI’s disruption of teaching and learning, yet the term has become too generalized to guide practice. In AI-mediated environments, asking students merely to “reflect on your thinking” is insufficient. Because AI tools can redistribute cognitive labor, their educational value depends on how students use them and whether that use supports disciplinary forms of reasoning. This essay argues that metacognition must be understood as disciplinary infrastructure: students cannot effectively monitor their thinking without understanding the epistemological and ontological demands of the field in which they are working. Classrooms therefore become sites where …

Optimizing Human Capital In Ai-Enabled Architectures: A Systems Constraint And Capability Analysis, Jeremy A. Schlegel, Jennifer Daffinee

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

Artificial intelligence (AI) comprises not only models, but full socio-technical systems involving data pipelines, instrumentation, human-machine interfaces, deployment architectures, and organizational processes for design, monitoring, and evaluation. Using a systems-oriented analytical framework, this paper argues that despite accelerating advances in AI capabilities, human capital remains the enduring and dominant system constraint. Human interfaces define throughput limits in areas such as prompt engineering, data-stream curation, adjudication of model outputs, and the orchestration of hybrid automation workflows including robotics, scraping, and digitization. Synthesizing emerging research across human-AI interaction, machine-learning lifecycle management, organizational adoption, and adult learning theory, we present a socio-technical evaluation …

Redesigning An Intercultural Communication Course To Build Power Skills For An Ai-Augmented Global Economy, Nitin Deckha

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

This case study reports a full redesign of an undergraduate Intercultural Communication seminar in Toronto, repositioning the course to foreground power skills as durable differentiators in an AI-mediated economy. The redesign shifts an asynchronous distance format into a seminar-based model with weekly applied learning, scaffolded assessments, and a four-week COIL partnership with a Turkish university to create authentic intercultural collaboration under real constraints. Students practice creativity, curiosity, critical thinking, ethical reasoning, decision-making, verbal and nonverbal communication, cross-cultural competence, and self-reflexivity, while also learning to use AI tools in ways that remain accountable to disciplinary standards. Assignments include debates, peer assessment, …

Early Intervention: Perspectives On Training And Practice, Christina M. Mirtes, Jessica A. Grimone-Hopkins, Audrey Farrugia

Impact: A Journal of Community and Cultural Inquiry in Education

Early Intervention (EI) Specialists/Professionals serve children from birth through age three with developmental delays/disabilities, and their families. They conduct assessments, create Individualized Family Service Plans (IFSPs), collaborate with adjacent professionals, and use play-based interventions at home or in natural settings to support children’s development across the cognitive, communication, physical, sensory, social–emotional, and adaptive skills. The present study uses a mixed-methods approach, gathering qualitative data (focus group interviews) and quantitative data (survey) to evaluate participants’ perceived preparedness and self-efficacy of currently practicing Early Intervention (EI) Specialists/Professionals based on their higher education experiences, across various aspects and responsibilities of their jobs. Results …

Front Matter

Impact: A Journal of Community and Cultural Inquiry in Education

No abstract provided.

Data Walks That Drive Results: Using Data To Build Impact, Jenrose Fittzgerald, Sara Mohamed, Kameke Payne

Center for Social Development Research

Urban Strategies, Inc. (USI), works to ensure that every family served is stable, thriving, and progressing across six impact areas: Family and Housing Stability, Education and Careers, Economic Contribution, Health and Wellness, Civic and Community Engagement, and Community Partnerships. Because USI employs over 200 staff members spread across more than 60 community sites, coordinating data to understand impact is both critical to advancing the organization’s work and a challenge. To address this, USI has developed a performance-measurement approach that brings everyone at the organization into the work and builds a sense of ownership at every level: quarterly data walks. This …

The Other Side Of Peruvian Private Pension System, Paolo Daniel Jara

Journal of New Finance

Between 2020 and 2025, Peru's Congress authorized eight extraordinary withdrawal rounds from the Private Pension System (SPP), liquidating USD 38 billion. This paper argues that the trajectory is the empirical convergence of two analytically distinct failures. The first, from below, reflects the mismatch between the system's behavioral assumptions and a heterogeneous, predominantly informal workforce. The second, from above, reflects short-cycle electoral incentives, institutional asymmetry between Congress and the regulator, and slippery-slope dynamics. The paper proposes a reform combining free disposal of pension funds with individual fiscal responsibility, mediated by a binding waiver of the state-funded solidarity pension.

An Ai Perspective On Counseling Supervision, Emily A. Brinck, James L. Soldner, Hung Jen Kuo, Scott A. Sabella, Trenton J. Landon, Charles P. Bernacchio, Elizabeth A. Boland

Special Education and Rehabilitation Counseling Faculty Publications

The increased use of technology-assisted distance counseling practices is one result of COVID’s impact on behavioral health, including in counselor education and the delivery of supervision. First, technology-assisted distance supervision needed for “real time” communication grew. Furthermore, there is an emergence of artificial intelligence (AI) technologies that have the potential to contribute to aspects of supervision; however, current evidence remains emerging, context-dependent, and at times mixed, warranting cautious interpretation of their effectiveness. The article offers an overview of using AI in clinical supervision, examines the benefits and potential concerns of AI from different perspectives, and considers the significance of using …

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

Library Scholarship

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

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

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

College of Nursing Faculty Papers & Presentations

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

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

Heroism Science

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

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

Theses and Dissertations

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

A Lesson In Class: How Parents' Class Identity Changes Relate To Children's Exposure To Social Classes -- A Latent Profile Analysis, L. Caroline Moore

Theses and Dissertations

Class inequality in the United States has reached levels not seen since the late 1920s. This inequality has been linked to numerous harmful societal outcomes and may be particularly detrimental for children, who often experience limited intergroup contact with individuals from different social class backgrounds. Drawing on Social Identity Theory and the significant role parents play in shaping children's social environments, this study examined how White and Black parents' changes in perceived social class from childhood to adulthood relate to the ways they prioritize exposing their children to different social class environments (N = 702, U.S. sample). Latent Profile Analysis …

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

Theses and Dissertations

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

I Will Defend My Self, Emily Ward Hawkins

Theses and Dissertations

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

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

National Journal of Occupational Health and Safety

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

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

International Journal of Playwork Practice

Abstract

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

Artificial Intelligence Empowers Particle Physics And Nuclear Physics: From Fundamental Research To Major Applications, Yifang Wang, Yuan He, Yao Huang, Wanbing He, Yi Jiao, Congqiao Li, Ke Li, Beijiang Liu, Yingqi Ma, Yugang Ma, Longgang Pang, Fazhi Qi, Sichao Tan, Chunpeng Wang, Meng Wang, Xiaoheng Xu, Xing Xu, Zhentang Zhao, Yingxun Zhang, Zhengde Zhang, Hongwei Zhao, Lina Zhao

Bulletin of Chinese Academy of Sciences (Chinese Version)

Particle physics and nuclear physics are core foundational disciplines for exploring the fundamental structure of matter and the origin of the universe. The deep integration of artificial intelligence (AI) technology is providing entirely new pathways to address systemic challenges such as the processing of massive amounts of multimodal data, the realization of extreme experimental conditions, bottlenecks in theoretical calculations, and the intelligent control of large-scale scientific facilities. The article systematically elaborates on how AI deeply empowers particle physics and nuclear physics, particularly in major application scenarios such as research on the fundamental structure and origin of mass of matter, the …

Consolidating Chemical Substance Creation Capability Through Ai For Science-Enabled Innovation Equity, Mengchu Jin, Wandong Wang, Jun Zhang, Yi Luo, Zaiku Xie, Jinlong Yang, Jun Jiang

Bulletin of Chinese Academy of Sciences (Chinese Version)

AI for Science (hereinafter referred to as AI4S) is driving profound changes in the paradigm of scientific research. Chemistry, as a central discipline for creating new substances and supporting major national strategic needs such as energy, health, dual carbon goals, advanced manufacturing, and ecological governance, is an important application scenario of AI4S. At present, innovation in the discipline of chemistry by young researchers still faces knowledge silos, capability silos, and resource silos: the accumulation of professional knowledge requires years of effort, frontier knowledge is highly differentiated, experimental capabilities are difficult to reuse, and high-end resources are difficult to coordinate, which …

Artificial Intelligence Empowered Biological Research: Paradigm Shifts, Application Scenarios, And Strategic Layout, Xinguang Zhu, Yiming Bao, Zhenong Jin, Xin Li, Sijia Wang, Yueming Wang, Yungui Yang, Cao Xu, Yan Xiong, Bin Han

Bulletin of Chinese Academy of Sciences (Chinese Version)

Life related processes are characterized by high dimensionality and multi-scale properties. Understanding mechanisms underpinning life processes helps promote national healthcare, agricultural development, sustainable ecological civilization, and national security. Current life science research is confronted with an enormous challenge of dimensionality stemming from data explosion and data fragmentation, for which the recent rapid advancement of artificial intelligence (AI) provides novel solutions. AI will catalyze a paradigm shift in life science research from the current experiment based empirical induction to a new closed-loop knowledge acquisition including large scale data collection, model building, model prediction, experimental validation, and iterative of these procedures. Life …

Artificial Intelligence–Driven Paradigm Transformation In Biopharmaceutical R&D: Applications And Emerging Scenarios, Lili Liu, Mingyue Zheng, Ye Yuan, Xutong Li, Rong Fan, Wei Wei, Jinxin Zhao, Guobin Qi, Hua Yue, Likun Gong, Songping Zhang, Jiachen Li, Yuchen Sun, Xiaoyan Chen, Yao Chen, Xin Liu, Xiao Zhang, Yuehong Gao, Jianfeng Li, Kaixian Chen, Guanghui Ma, Jianmin Yue

Bulletin of Chinese Academy of Sciences (Chinese Version)

The biopharmaceutical industry is a critical domain underpinning national scientific and technological innovation development and public health. With the rapid advancement of artificial intelligence (AI) and its deep integration with the life sciences, biomedicine research is undergoing a paradigm shift from traditional experience-driven trial-and-error approaches to data-driven and predictive validation-based models. This study systematically examines the pathways for reshaping research in biomedicine paradigms under the convergence of data-driven, mechanism-driven, and intelligence-driven approaches. It focuses on recent advances in the application of AI across key stages, including drug discovery and design, druggability evaluation, delivery system design and optimization, nonclinical and clinical …

Artificial Intelligence Empowering Space Science—Case Study Of Space Weather, Chi Wang, Hui Li, Bingxian Luo, Fang Shen, Jingjing Wang, Lingqian Zhang, Yi Yang, Dong Zhao

Bulletin of Chinese Academy of Sciences (Chinese Version)

Space science is currently confronted with a triple challenge: the explosive growth of observational data, the strongly coupled cross-scale nature of physical processes, and the increasingly urgent national strategic demands. The limitations of traditional research paradigms in analytical efficiency, forecast accuracy, and autonomous capability hinder their effectiveness in meeting critical requirements such as safeguarding on-orbit satellites and ensuring the successful execution of major space missions. This study proposes a three-layer “perception–cognition–decision-making” architecture for intelligent space science. Taking space weather—a domain with strong operational relevance—as a representative case, the four-dimensional paradigm transformation driven by artificial intelligence is systematically examined across key …

Disaster Preparedness, Prevention And Management In Lagos State University Library, Mausi A. Bokoh, Sophia V. Adeyeye Dr, Oluwaseun Adeola Abiodun-Asanre, Mrs

Library Philosophy and Practice (e-journal)

Disasters pose significant threats to human lives, infrastructure, and national socioeconomic development. Effective disaster preparedness, prevention, and management are therefore vital for mitigating their impact and ensuring continuity of operations. This study examined disaster preparedness, prevention, and management practices at Lagos State University Library. A survey research design was adopted, and data were collected through a structured questionnaire covering key aspects of disaster management. Frequency counts, percentages, mean, and standard deviations were used to analyze data.  The findings revealed that the library employs basic preventive strategies such as turning off electricity after work hours and ensuring timely evacuation during emergencies. …

Ucedd Innovations Lead To Idd Networks’ Driving Change: Envision, Empower, Employ, Suzzanne Freeze, Jean Winsor, Brittany M. Powers, Amy Huppi

Developmental Disabilities Network Journal

State systems responsible for administering employment services and supports to people with intellectual and developmental disabilities (IDD) must acclimate to changing demands, address new regulations, and continue to meet needs in an era of high workforce turnover and uncertain funding. While improvements have been made across the U.S., there are still far too many individuals seeking meaningful employment and contributory roles in the community who are not supported to achieve those goals. A key success factor is providing publicly funded state systems with the information needed to strategically pivot toward priorities and ensure smooth transitions of organizational change. Our country’s …

Factors Influencing Tourist Interest In Walking Tours In The Kota Tua Area, Novi Handayani, Adrian Hartanto

Journal of Indonesian Tourism and Policy Studies

This study aims to analyze the extent to which the variables of Attraction, Accessibility, Cost and Tarif, Facilities, and Information contribute to Walking tour Interest, both individually (partially) and collectively (simultaneously).  As previous research states that Indonesia has one of the lowest levels of mobility. The average Indonesian walks only 3513 steps per day, while the recommended daily step count for maintaining good health is 5000. This study uses Multiple Linear Regression Analysis as its analysis method using partial hypothesis testing (t-test) and simultaneous hypothesis testing (f-test).. Data were collected through an online questionnaire distributed via Google Form to …