Digital Commons Network^™

Artificial Intelligence In Medical Ethics Education: A Descriptive Study Of Eight Models In Multiple Choice Question Generation, John Obeid, Christopher Bobier, Alex Gillham, Adam Omelianchuk, Daniel Hurst

Center for Medical Ethics and Health Policy Staff Publications

Introduction: Integrating artificial intelligence (AI) into medical education poses barriers and opportunities for medical educators. One of those opportunities is content creation for medical ethics assessment. Assessing the performance of AI in generating multiple choice questions (MCQs) in ethics that aligns with United States Medical Licensing Examination (USMLE) is important. The present study evaluates the performance of eight AI models-GPT-4 Turbo, GPT-3.5 Turbo 0125, o1 Mini, o1 Preview, GPT-4, Claude 3.5 Sonnet, Claude 3 Opus, and Gemini-in regard to the relevance, clarity, and accuracy of generated ethics-based MCQs.

Methods: Each of the eight models was tasked with generating two sets …

First Nations Education Policy: Joint Response, Ninti One, Australian Council For Educational Research (Acer)

Shaping educational policy

This is a joint submission made by Ninti One Limited and the Australian Council for Educational Research (ACER) to the development of the new First Nations Education Policy. The submission is grounded in a significant body of evidence derived from recent collaborative work, including the First Nations Teacher Strategy (FNTS), the Closing the Gap Schools Initiatives evaluation, and the VET Workforce Study. Insights are drawn directly from the lived experiences of First Nations students, educators, families, and communities with whom we work across our collective and independent projects. The paper presents recommendations across four interconnected focus areas to strengthen educational …

On The Legal-Theoretical Foundations Of Property Taxation Under State Ownership Of Land, Tianke Ban, Yilin Hou, Ping Zhang

Center for Policy Research

The general public and even some scholars challenge the legitimacy of levying the property tax under conditions where land is state-owned and multi-year land-use fees have already been collected at the time of house sales. This challenge points to the legal- theoretical foundations of property taxation: the core issue is whether the rights and economic utility of China's construction land-use-rights (CLUR) are sufficient to be treated as the object of property tax levy. China's Civil Law stipulates that CLUR holders have the rights to possess, use, and profit from the land during their use period, as well as the right …

Veteran Families In The 2025 Mfls: Community, Transition Needs, And Family Financial Situation, Jeanette Harvie, Rosalinda V. Maury

Institute for Veterans and Military Families

The 2025 Military Family Lifestyle Survey (MFLS), a collaboration between Blue Star Families and Syracuse University's D'Aniello Institute for Veterans and Military Families since 2014, was released Feb 3, 2026. This year, the survey collected responses from over 6,000 military-connected individuals, including 2,846 veteran family respondents. Key findings include that 58% of veteran respondents described their military-to-civilian transition as difficult, with many reporting significant unmet needs for housing assistance, caregiving resources, and financial planning support at the time of transition. Preliminary analysis showed that veteran families who experienced difficult transitions may experience worse long-term outcomes, with 39% currently struggling financially …

A ‘Digital Dominion’: Launching The Commonwealth Model Law On Digital Trade, Craig Atkinson

Centre for Digital Law

A legislative text published for the benefit of its 56 member countries, the Commonwealth of Nations officially adopted the Model Law on Digital Trade (MLDT) in September 2025. The Commonwealth MLDT addresses a persistent barrier to digital trade (i.e., all trade that is digitally ordered and/or digitally delivered): the laws of many jurisdictions do not sufficiently recognise the legal requirements of electronic commerce (e-commerce) and continue to emphasise paper-bases for commercial communications and transactions in domestic and cross-border contexts.

Molding The Mosaic: Progressive Coalition Formation In The 2021 New York City Council Elections, Sam Goodson

Dissertations, Theses, and Capstone Projects

The 2021 New York City Council primaries marked a decisive breakthrough for the city’s progressive left. A cohort of democratic-socialist and socialist-adjacent candidates won office across multiple boroughs, dramatically expanding the size and influence of the left flank of the council. This dissertation analyzes those victories and argues that they constituted a hinge moment in the construction of a progressive governing regime in New York City, with implications that extend beyond New York City politics to the study of social- democratic party families more broadly. Drawing on electoral returns, demographic data, campaign materials, and elite interviews, the project demonstrates that …

Towards Unbordered Worlds: Mutual Aid Amid Border Internalisation In New York City, Holly Maclean

Dissertations, Theses, and Capstone Projects

This study explores the relationship between mutual aid and border regimes through the case of Tompkins Distro, a mutual aid group that organises a weekly food distribution in the East Village of New York City. It focuses specifically on two forms of border internalisation that have shaped the emergence and context of Tompkins Distro: welfare state bordering and interior border enforcement. Drawing on four months of participant observations, interviews with core organisers, and documentary analysis, the study examines how Tompkins Distro meets people’s needs each week through a framework of collective care that actively rejects border logics of deservingness and …

Calculated Risks: The Power Of Predictive Risk Models To Regulate Families Of Color, Ashleigh Washington

Dissertations, Theses, and Capstone Projects

This dissertation examines predictive risk modelling (PRM) in New York City Administration for Children's Services (ACS), specifically exploring AI-enabled design features, practices, and encoded and racialized assumptions about risk in child welfare prevention services. Guided by Critical Race Theory and the Algorithmic Ecology framework, this study traces how PRM in ACS evolved from a service termination tool into a broader, largely internal surveillance apparatus that leverages families’ personal information, including health information, to assess risk of future maltreatment and to evaluate contracted service providers. Drawing on analysis of public records and in-depth interviews with Black parents, the findings describe how …

Typeface: Machine-Viewing Gentrification On Storefront Imagery In Bedford-Stuyvesant, Brooklyn, Alexander Mcquilkin

Dissertations, Theses, and Capstone Projects

Gentrification—broadly, the replacement of a less powerful group by a more powerful one in an urban context—is oft-discussed in the popular press, but its definition is much-debated in the urban planning literature. Furthermore, academic treatments of displacement understandably focus on measurable yet fairly abstract indicators like changes in rent or income, whereas neighborhood change is often registered by residents on the ground using visual, but difficult-to-quantify markers like retail turnover. This project uses image recognition technology on a set of storefront photos to index the visual streetscape of a neighborhood, as well as to track changes to that portrait over …

There Is No One-Size-Fits-All Approach To Sovereign Finance, Guan Seng Khoo, Annie Koh

Research Collection Lee Kong Chian School Of Business

In a commentary, SMU Professor Emeritus of Finance (Practice) Annie Koh and Khoo Guan Seng, Asia-Pacific advisory council member of the SWF Academy and EU-Asean Centre, opined that in a volatile world, the strength of a sovereign wealth fund lies in its ability to fulfil its specific, sovereign purpose. Prof Koh and Mr Khoo said that sovereign wealth funds are bespoke instruments of national policy, and in the world of sovereign capital, one size does not, and cannot, fit all. They noted that each fund is a reflection of a country’s unique ambitions, its resource endowments and its specific fears …

Bridging Policy And Grassroots Action With Technology: A Framework For Civic Engagement In Environmental Sustainability, Mikhail Ola Adisa, Sonny Rosenthal, Shola Oyedeji, Ifeoma Adaji, Jari Porras

Research Collection College of Integrative Studies

Grassroots and civic organizations are increasingly recognized as “middle actors” in sustainability, leveraging ICT-driven solutions to bridge top-down policies with bottom-up citizen engagement and behavioral change. This study examines how civic organizations in Finland and Singapore integrate digital tools to support sustainable waste management practices aligned with Sustainable Development Goals 11, 12, and 17. Guided by a Design Science Research (DSR) approach and drawing on Middle-Out and multi-level governance theories, we developed and validated the Integrated Sustainability Engagement Framework (ISEF) based on interviews with 21 civic organizations and iterative feedback. Findings highlight the central roles of policy translation, localized practices, …

2026 February, Morehead State University. Office Of Communications & Marketing.

Morehead State Press Release Archive, 1961 to the Present

Press releases for February of 2026.

Counter-Urbanization In China: A Systematic Review Toward A Comprehensive Typology, Chengxue Yang, Qian Forrest Zhang

Research Collection School of Social Sciences

Drawing on a systematic review of both international and Chinese-language scholarship on counter-urbanization in China, this article proposes a comprehensive typology of counter-urbanization migrations—consisting of eight types of new migrants—based on the diverse motivations driving such migration. We build a bilingual corpus of 273 research papers published between the 1970s and 2025. Integrating bibliometric mapping and qualitative synthesis, we conduct a systematic review to trace the temporal evolution and thematic diversification of counter-urbanization research. The review reveals persistent conceptual ambiguity surrounding counter-urbanization in the Chinese context, which this study addresses by conceptually distinguishing counter-urbanization from suburban expansion, population decentralization, and …

Navigating Climate Change In Carbon Negative Bhutan: Insights From Policy Influencers And Comparison To The Wider Himalayan Region, Tashi Dorji, Angus Morrison-Saunders, David Blake

Research outputs 2022 to 2026

Climate change is one of the most pressing global challenges and spares no nation. Bhutan, as the only carbon negative country in the world, is no exception and being in the Himalayas – a region warming faster than the global average – further intensifies climate risks. This study explores how Bhutan navigates climate change through the perspectives of 41 policy influencers, including politicians, civil servants, and leaders from nongovernment organisations and the media. The findings are compared with scientific literature from the broader Himalayan region to identify shared vulnerabilities (e.g., glacial lake outburst floods, water scarcity, and agricultural disruptions) and …

Roadmap To Implement Statewide Veterans Coordinated Care In New Mexico, Nosa Akol, Zachary Bridgewater, Vincent Delsignore, Emily Graham, Mary Rachel Keville

Institute for Veterans and Military Families

The New Mexico State Legislature is interested in building a statewide coordinated care network to better connect veterans and their families to service. This document translates community input into an actionable roadmap for implementation. This outlines key activities, objectives, and milestones across each phase of the project--designed to guide state leaders and implementation partners from design to launch to steady state operations.

The Uncomfortable Truths About Inclusive Growth In Singapore, Kong Weng Ho

Research Collection School Of Economics

In a commentary, SMU Associate Professor of Economics (Education) Ho Kong Weng said that the Ministry of Finance’s Occasional Paper provides food for thought on the way forward on social mobility, growth and redistribution. Assoc Prof Ho stated that these macro statistics suggest Singapore’s socioeconomic compact has performed well, and suggests that sustaining inclusive growth is a multifaceted effort that cannot be boiled down to one single metric, whether income, wealth, inequality or mobility. He noted that pursuing ever-lower Gini coefficients through heavy regulation risks deadweight losses without guaranteeing better mobility outcomes. He added that Singapore’s approach of tempering market-driven …

Removed: When Taxi Drivers Meet Dynamic Pricing: A Lesson From Singapore's Justgrab Program, Shih-Fen Cheng, Wen-Tai Hsu, Jing Li

Research Collection School Of Economics

This paper studies how dynamic pricing influences taxi drivers’ behaviors using a unique event, the inception of the JustGrab program in Singapore in 2017, which introduces dynamic pricing to some, but not all, taxi drivers. This is the first time in history that traditional taxi drivers have access to dynamic pricing. Using data covering the universe of taxi trips before and after the inception of JustGrab, we find that there is spatial reallocation that directs more taxi drivers to the previously less-served areas, that there is also a temporal reallocation that directs more taxi drivers to rush hours, as well …

Humanity Is Evolving Its Consciousness: The Role Of Archetypal Energies As Guides During An Unfolding Weeding Out And Alignment Process, Carroy U. Ferguson

Psychology Faculty Publication Series

Humanity is evolving its consciousness at individual and collective levels.  Given these seemingly tumultuous times, as of this writing (January 2026), to make such a statement may sound like a strange thing to say.  However, I suggest that if you are alive today and if you are reading these words, these are the very times for which you were born—to assist Humanity as it evolves its consciousness with your unique gifts, whatever they may be.  That is, this period of our individual and collective human being-ness may be characterized as an unfolding period of weeding out and alignment with the …

Private Sector Healthcare Investment In Indonesia: Leveraging Australia-Indonesia Partnerships For Health System Transformation, Susan Josephine Neuhaus

Journal of Indonesian Health Policy and Administration

Australia and Indonesia are strategic partners with expanding bilateral trade valued at AUD 26.7 billion (2022-23). Health care partnerships between the two countries offer significant opportunities for private sector engagement. Indonesia’s large population, rapidly growing middle class, and implementation of Universal Health Coverage (UHC) through the Jaminan Kesehatan Nasional (JKN) present partnership opportunities to strengthen health system capacity, address infrastructure gaps and workforce shortages, and contribute to shared economic and prosperity goals. This study explores how Australian private healthcare investment can complement government initiatives in supporting Indonesia’s UHC while advancing Australia’s regional engagement. A descriptive qualitative analysis was conducted using …

Analysis Of Coverage Of Tuberculosis Prevention Therapy (Tpt): Literature Review, Septia Rahmalina, Ede Surya Darmawan

Journal of Indonesian Health Policy and Administration

Tuberculosis Preventive Therapy (TPT) is a crucial intervention for tuberculosis (TB) control, particularly among high-risk groups such as household contacts of TB patients and people living with Human Immunodeficiency Virus (HIV). Despite being recommended by the World Health Organization (WHO), TPT implementation still faces challenges at the primary care level. This study employed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) method to review 11 articles published between 2021 and 2025 that were relevant to TPT implementation in various high-TB burden countries, including Indonesia. The main barriers identified were input (logistics, training), process (tracing, education, monitoring), and output …

Stakeholder Views Of Real Estate Registration In Egypt And The Reform Of 2022, Karim Alsisi

Theses and Dissertations

Real estate registration in Egypt has historically remained low despite the enactment of a deeds registration law in the 1940s and a title registration law in the 1960s. The 2022 reform (Law No. 9 of 2022) warranted an assessment of its effectiveness through a Public Policy and Administration lens. This thesis has two main objectives: first, to examine stakeholders’ views of the reform; and second, to explore stakeholder perspectives on formal registration and the factors driving registration avoidance by employing a qualitative design, using in-depth interviews with four stakeholder groups encompassing both system users and service providers. The findings revealed …

Social Media And Public Opinion In Times Of Conflict: How Arab Social Media Impacted International Perspectives On The Gaza War, Mariam Rizk

Theses and Dissertations

This exploratory study examines how Arab social media content creators impacted the international public perception of the 2023 Gaza war through English-language content. The research is conducted through semi-structured interviews with 19 participants: 4 Arab social media content creators and 15 English-speaking university students (13 American citizens and 2 international students studying in American universities). Through these semi-structured qualitative interviews, the research investigates the agenda-setting capabilities of social media during conflicts and identifies effective cross-cultural communication strategies. The study employed purposive sampling with snowball technique, targeting content creators with established social media presence (37,000-426,000 Instagram followers) and university students who …

Unpacking Shared Pessimism Between Citizen And Bureaucracy: A Socio-Psychological Barrier To Public Service Reform In Indonesia, Reza Fathurrahman, Christoph Hoennige

BISNIS & BIROKRASI: Jurnal Ilmu Administrasi dan Organisasi

In this study, we examine the existence of a reciprocal pattern of performance bias shared between citizens and street-level bureaucrats, which we term as ‘shared pessimism’, assumed to implicate public service reform. Primary data were collected using surveys administered to 207 public service providers and 248 citizen recipients across six Indonesian public service agencies operated in two regional governments. Statistical analysis was then conducted to examine bureaucrats’ self-enhancing bias and their pessimistic view of citizen ratings, as well as to clarify citizens’ tendency to underrate the performance of bureaucrats in public service organizations. Our findings confirm pervasive internal pessimism amongst …

Designing Inclusive Newborn Sequencing Research: Insights From Parents In Underrepresented Communities, Maya C Del Rosario, Sheyenne A Walmsley, Barbara W Harrison, Crystal T Stephens, Bethany Zettler, Greysha Rivera-Cruz, Priyal Agrawal, Amy Brower, Stephanie Chigbu, Kurt D Christensen, Casie A Genetti, Richetta Givens, Nina B Gold, Inez V Reeves, Isabella Schichter, Habib Shariat, Sandra Simon, Hadley Stevens Smith, Melissa Uveges, Robert C Green, Ingrid A Holm, Stacey Pereira

Center for Medical Ethics and Health Policy Staff Publications

Background: It is essential that studies of genomic sequencing (GS) in newborns and children include individuals from under-represented racial and ethnic groups (URG) to ensure future applications are equitably implemented. We conducted interviews with parents from URG to better understand their perspectives on GS research, develop strategies to reduce barriers to enrollment, and facilitate research participation.

Methods: Semi-structured interviews with 50 parents from URG.

Results: Nearly all parents said they would be interested in participating in an infant GS study. Parents were interested in participating in GS research for reasons including clinical utility, personal utility, and/or family health benefits. Deterrents …

Pandemic Mask Mandates And Closures Were Linked To Increased Gun Violence, Douglas A. Wolf, Emily W. Wiemers, Iliya Gutin, Jennifer Karas Montez, Shannon M. Monnat

Population Health Research Brief Series

Gun violence worsened substantially during the COVID-19 pandemic. This brief summarizes findings from a study using weekly gun violence casualty data from 2016-2021 for 304 U.S. counties from the Gun Violence Archive and COVID-19 policy data from county-level measures of activity restrictions and masking requirements. The authors find that policies requiring masking and activity restrictions were associated with significant increases in gun violence. Indoor masking requirements were linked to a 28% increase in gun violence, while activity restrictions were associated with a 4.2% increase.

Training On "Learn The Signs. Act Early." In Head Start And Early Head Start Shows Ineffective Without Supporting Implementation Policy, Kayla Livingston, Mary O'Donnell, Kate G. Barlow

Developmental Disabilities Network Journal

Early identification and intervention for children with developmental delays improves child outcomes, yet many children are not monitored, screened, or identified early despite its effectiveness. The relationship between the use of the Centers for Disease Control and Prevention’s “Learn the Signs. Act Early.” developmental monitoring program and referrals to intervention services is not well understood. This study investigated how “Learn the Signs. Act Early.” implementation practices within Massachusetts’ Head Start and Early Head Start agencies correlated with the rate of referrals to intervention services. Researchers utilized a non-experimental quantitative design. Secondary data on referral rates from Head Start and Early …

Educating Medical Trainees On Mental Healthcare And Intellectual And Developmental Disabilities, Andrea Palmieri, Joan B. Beasley, Micah Peace Urquilla, Jennifer Mclaren

Developmental Disabilities Network Journal

Many children and adults with intellectual and developmental disabilities (IDD) experience mental health conditions and commonly receive treatment with psychotropic medications. Prescribers often overuse these medications in children with IDD, who are frequently treated with polypharmacy and antipsychotics, a trend that continues into adulthood. Medical trainees receive little training regarding the IDD patient population. This paper describes the development and evaluation of an evidence-informed, easy-to-use training curriculum. The 6-hour training establishes a foundation for medical trainees regarding the treatment of mental health conditions in people with intellectual and developmental disabilities (IDD-MH) as part of an integrated health, interdisciplinary treatment approach. …

Public Education Rankings In The Mountain West, 2025, Anthony Arroyo, Yiselle Olivas Ruiz, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr.

K-12 Education

This fact sheet reports 2025 public education rankings for the Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The Consumer Affairs report, “Best States for Public Education 2025,” ranks all 50 U.S. states across four categories: K-12 performance, school funding and resources, higher education quality, and school safety. This fact sheet also highlights the change in each Mountain West state’s overall ranking between 2024 and 2025.

Student Disruptions And Teacher Turnover, Kyuhan Choi, Ying Shi, Maria Zhu

Center for Policy Research

This paper examines how exposure to disruptive students affects teacher retention using linked teacher–student administrative records from North Carolina. To address non-random classroom assignment, we instrument for classroom exposure using the school-by-grade share of disruptive students based on prior-year disciplinary infractions. A 10 percentage point increase in the share of disruptive students raises the probability of an early-career teacher leaving the school in the following year by 1.0 percentage points. Notably, working in a school environment with supportive leadership and greater teacher autonomy, particularly around student conduct policies, mitigates the impact of student disruptions.

Where Americans Get And Trust Political Information: Traditional Media Leads, Social Media Grows, Ai Emerges, Hwayong Shin

Weidenbaum Center Survey (WCS) Reports

Where do Americans turn for political information—and which sources do they actually trust? As traditional news organizations struggle with declining public trust (Brenan 2025; Ladd 2012), social media platforms (e.g., Facebook, Instagram, X) and artificial intelligence (AI) tools (e.g., ChatGPT, Gemini, Copilot) are increasingly stepping into the information space (Bode 2016; Podimata & Cen 2025). Yet little is known about how these sources compare in citizens’ minds. This question matters because a well-functioning democracy depends not just on the availability of information, but on which sources individuals use and trust to support informed political judgments (Lupia & McCubbins 2019; Soroka …