Digital Commons Network^™

Pricing And Production Without The Invisible Hand, Joel P. Flynn, George Nikolakoudis, Karthik A. Sastry

Cowles Foundation Discussion Papers

Modern theories of the business cycle do not allow for the simultaneous rational choice of both prices and quantities, instead assuming that an “invisible hand” determines one of these variables to clear markets. In this paper, we develop a macroeconomic framework in which both prices and quantities are chosen directly by firms, and exchange is both voluntary and efficient. Because of uncertainty about demand and productivity, individual product markets can be in excess supply or rationed. The absence of market-clearing changes pricing and production in qualitatively important ways: markups are no longer determined solely by the elasticity of demand, and …

American Kestrel Population Trends And Vital Rates At The Continental Scale, Paige E. Howell, Abigail J. Lawson, Kristin P. Davis, Guthrie S. Zimmerman, Orin J. Robinson, Matthew A. Boggie, Mitchell J. Eaton, Fitsum Abadi, Jessi L. Brown, Julie A. Heath, John A. Smallwood, Karen Steenhof, Ted Swem, Brian W. Rolek, Christopher J.W. Mcclure, Jean Francois Therrien, Karl E. Miller, Brian A. Millsap

Department of Biology Faculty Scholarship and Creative Works

The American kestrel (Falco sparverius, hereafter referred to as kestrel) has declined across much of its North American range since at least the mid-1960s. Kestrel population dynamics have been explored through a multitude of local studies and two broad reviews of available data. Across large geographic extents, however, the demographic cause(s) of kestrel population declines remain(s) largely unknown. As part of a collaborative effort to elucidate the drivers of kestrel population declines, we developed a continental-scale integrated population model using band-recovery data, productivity data, and Breeding Bird Survey indices from 1986 to 2019 to estimate indices of annual population sizes, …

Beyond The Streetlight: A Treat-Ad Perspective On Where To Find New Alzheimer's Targets., Gregory Cary, Jesse C Wiley, Gregory W. Carter, Allan I Levey

Faculty Research 2026

Despite extensive investments in Alzheimer's disease (AD) therapeutic development, progress toward effective interventions remains modest. The landscape of potential novel therapeutic strategies is rapidly growing, but prioritization, validation, and tools to advance targets to trial are lagging. The Target Enablement to Accelerate Therapy Development for Alzheimer's Disease (TREAT-AD) consortium has integrated systems-level data from large-scale studies profiling thousands of human brains, yielding target-specific risk scores that partition disease risk into discrete biological domains and enable data-driven target interrogation. Here, we compared clinical trial targets with top-ranked TREAT-AD targets and found a limited overlap as well as differences in the biology …

Regulatory Influence, Corporate Governance And Esg Transparency: Evidence From Emerging Economies, Wafaa Salah

Business Administration

In response to the increasing global demand for sustainable practices, the Egyptian Financial Regulatory Authority [1] issued decree 107 in 2021, mandating that Egyptian listed non-financial firms with issued capital of at least EGP 100 million disclose their ESG practices annually, thereby aligning their practices with international sustainability standards. The objective of this study is to investigate the impact of leverage and independence of audit committees on the level of ESG disclosure. Also, it is to examine the moderating effect of Decree 107 on the relationship between leverage and ESG disclosure. A panel data analysis is employed using a balanced …

Communication As Layered Architecture: Core Processing And Empathic Modulation, Griselda Poe

Publications and Research

This paper proposes a structural re-description of communication by separating Core processing from its social interface. Using the developmental sequence of Large Language Models (LLMs) as an external reference point, a layered architecture is identified, consisting of a foundational Core processing layer and a subsequent Empathic modulation layer.

The investigation begins with the observation that empathic signaling can obstruct rather than facilitate interaction for certain individuals. By examining the emergence of Base AI—Core processing prior to empathic adjustment—it is demonstrated that coherent, constraint-preserving interaction is possible without affective resonance.

Through this framework, existing cognitive theories and observed "deficits" are repositioned. …

International Arbitration & Artificial Intelligence: Opportunities,Challenges,And Evolving Regulations, Martínez Quintanilla, Javier Antonio

Santa Clara Journal of International Law

This paper provides a comprehensive analysis of the regulatory framework; the opportunities and the challenges associated with the use of artificial intelligence in international arbitration. First, it addresses relevant regulatory instruments such as the Guideline on the Use of AI in Arbitration of the Chartered Institute of Arbitrators (CIARB); the Guidelines on the Use of Artificial Intelligence in Arbitration of the Silicon Valley Arbitration and Mediation Center (SVAMC); the Principles Supporting the Use of AI in Alternative Dispute Resolution of the International Centre for Dispute Resolution(ICDR); the European Union Artificial Intelligence Act; and the New Task Force on AI in …

Impact Of Iron-Bearing Fillers On The Mechanical Strength And Chemical Stability Of Magnesium Potassium Phosphate Matrices Incorporating Rhenium, Sergey Sayenko, Volodymyr Shkuropatenko, Hans Conrad Zur Loye, Petr Vecernik, Monika Kiselova, Vlastislav Kašpar, Vlastimil Miller, Petr Bezdicka, Jan Šubrt, Petra Ecorchard, Natalija Murafa, Iva Milisavljevic, Scott T. Misture

Faculty Publications

We report on the study of the immobilization process of non-radioactive rhenium (Re), a chemical analogue of technetium-99 (⁹⁹Tc), in compounds based on magnesium potassium phosphate (MKP), as well as the possibility of enhancing their properties with iron-bearing additives/fillers. Powdered Re2O7 was used as the initial Re-containing source. Because of the solubility and high leachability of Tc (VII), which is also volatile at high temperatures, its immobilization for long-term storage and disposal poses a serious challenge to researchers. Taking this into account, low-temperature stabilization technology based on MKP, a cementitious material, is currently considered promising. We prepared experimental …

Human-Centered Leadership Coaching For School Redesign & Career Connected Learning, Monica White

Bank Street Education Center

Focusing on the Bank Street Principal Innovation Fellowship’s first cohort, this report examines how coaching supported principals as they implemented FutureReadyNYC, the district’s career-connected learning initiative. Through case studies of four principal-coach pairs, the report identifies an emerging leadership coaching model—including key principles, practices, and outcomes—that contributed to meaningful school-level progress and offers insights for school systems seeking to use coaching to strengthen principals’ capacity to lead complex change.

A Note On Sufficient Dimension Folding For Regression Mean Function With Categorical Predictors, Bilin Zeng, Akim Adekpedjou, Xuerong Meggie Wen

Mathematics and Statistics Faculty Research & Creative Works

Multi-dimensional arrays are referred to as tensors. Tensor-valued predictors are commonly encountered in modern biomedical applications, such as electroencephalogram (EEG), magnetic resonance imaging (MRI), functional MRI (fMRI), diffusion-weighted MRI, and longitudinal health data. In survival analysis, it is both important and challenging to integrate clinically relevant information, such as gender, age, and disease state along with medical imaging tensor data or longitudinal health data to predict disease outcomes. Most existing higher-order sufficient dimension reduction regressions for matrix- or array-valued data focus solely on tensor data, often neglecting established clinical covariates that are readily available and known to have predictive value. …

Feasibility, Acceptability And Initial Efficacy Of A Community-Based Mental Health Literacy Program Delivered By Civil Society Organizations Among Adults In Kenya: A Quasi-Experimental Study, Patrick Mwangala, Venoranda Rebecca Kuboka, Nimo Sharif, Ann Karendi, Gideon Mbithi, Amina Abubakar

Institute for Human Development, East Africa

Mental health literacy (MHL) strategies are crucial for mental health promotion and prevention. This study aimed to determine the acceptability, feasibility, appropriateness and initial efficacy of an adapted MHL program in a community sample of adults in Kenya. This was a quasi-experimental pre-post study conducted from July 2023 through July 2024. The MHL program contained nine modules delivered over 3 days. Participants were assessed at baseline and immediately after the program. The primary outcomes were mental health knowledge and participants’ attitudes on mental health/illness. Secondary outcomes included depressive symptoms, anxiety symptoms, self-perceived social support, self-perceived wellbeing, MHL program acceptability, feasibility …

Majority Of Utahns Support Keeping Bears Ears National Monument As Originally Designated, Michaelann Nelson

Utah People and Environment Poll (UPEP)

Bears Ears National Monument in Southeastern Utah was established in 2016 by President Obama after a coalition of Native American petitioned for its designation. In 2017, during his first administration, President Trump reduced the size of the monument by 85%. It was subsequently restored to the original boundaries in 2021 by President Biden. In 2022, the Utah Legislature provided $5 million in funding for the Attorney General’s office to challenge the Bears Ears National Monument designation, and the State of Utah filed a lawsuit in August 2022 challenging the designation (1).

Kentucky Cdl Adjudication Pilot And Compliance Needs Study, Jeeyen Koo, Andrew Martin, Jennifer Walton

Kentucky Transportation Center Research Report

This report examines trends in how Kentucky District Courts have adjudicated charges related to commercial driver’s license (CDL) and commercial motor vehicles (CMVs). Using court data, researchers evaluated historical patterns in charge filing volumes as well as conviction, dismissal, amendment, and diversion rates. Between 2002 and 2024, conviction rates declined and dismissals increased. Convictions peaked in the mid-70% range in the early 2000s, but fell to the mid-50% range by 2024. Speeding and other serious traffic violations — many of which are advanceable offenses — were dismissed or amended at rates that could have substantively affected the integrity of CDL …

Put Your Best Chat Forward: Analyzing Chat Reference For Best Practices, Kytt Everdeen Moore, Tera A. Ray, Emily Rogers

Georgia Library Quarterly

Chat transcript analysis studies are a proven method of evaluating levels of instruction and patron satisfaction. For more than 20 years, Odum Library at Valdosta State University has offered chat service but had never conducted an assessment. In summer 2024, three reference librarians at VSU reviewed literature and developed a means of evaluating 520 chat transcripts from spring semester 2024. Using a codebook implemented through a Qualtrics form, the researchers analyzed transcripts to examine the ways library reference staff responded to chat questions and to develop a list of best practices. The analysis showed that while most transactions had high …

Responsible Ai In Teaching And Learning, Asa B. Stone, Mark C. Stone, Derek M. Heeren, Santosh Pitla

PRAIRIE: Pioneering Responsible AI for Research, Innovation, and Education

The rapid adoption of generative artificial intelligence (AI) in higher education presents both transformative opportunities and significant pedagogical risks. While AI tools are becoming embedded in academic and professional environments, their integration into teaching and learning raises critical questions about cognitive engagement, academic integrity, equity, and skill development. This white paper proposes a principled framework for the responsible integration of AI in higher education, grounded in the dual commitment to AI literacy and the cultivation of durable skills.

The framework articulates six core principles: purposefulness; transparency; integrity and attribution; critical AI literacy; equity and access; and privacy and data protection. …

Affordable Housing Cooperatives As Shared Equity Homeownership: Part I – An Expanded View Of Organizational Law And Its Governance Dimensions, Jerome Hughes

Georgia State University Law Review

Scholars and advocates have emphasized affordable housing cooperatives as an important opportunity for shared equity homeownership. Yet, except for a few jurisdictions, these entities comprise a small share of the housing market. This article situates the limited presence of affordable housing cooperatives as arising from the constraints and frameworks of organizational law.

Using affordable housing cooperatives as a descriptive context, this Article advocates for an expanded view of what constitutes organizational law. A first and foundational claim of an expanded view is that while business entity statutes are important loci, organizational law is constituted by multiple areas of law. Secondly, …

Hstr 358.01: Russia Since 1881, Lily S. Scott

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Clas 160l.50: Classical Mythology, Jami Baxley Craig

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Lit 120l.02: Poetry, Sam Mcphee

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Spns 102.05: Elementary Spanish Ii, Manolita L. Connor

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Writ 201.05: College Writing Ii - The Art Of The Essay, Kate Schini

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Future Trends In Cybersecurity: A Meta-Review, Yara Mohammed, Manar Alsaid, Gahangir Hossain

Faculty Publications

The increasing importance of cybersecurity in protecting digital assets, data and infrastructures necessitates a reevaluation of research priorities within the discipline. As of today, numerous emerging cybersecurity topics are gaining significant importance in both academic research and industry applications. To identify recent trends in cybersecurity topics, this study extracts scholarly articles from two prestigious academic databases, the ACM Digital Library, and Google Scholar, covering the period from early 2015 to late 2024.Through a systematic identification of trends and focal points in cybersecurity research, a comprehensive analysis is facilitated, including Latent Dirichlet Allocation (LDA), Biterm Topic Modeling (BTM), keyword frequencies, and …

Fair + Equitable February 2026, International Association Of Assessing Officers

Fair + Equitable

The February 2026 issue examines the response to property assessment changes in Jackson County, Missouri, including the recall of an elected official over assessment outcomes.   Also in this issue:

• Companion article on Missouri property tax reform and impact on businesses in one county.
• IAAO library annual review 
• Upcoming GIS/Valuation Tech Conference
• Pillars of accurate property valuation 
• Insights from IAAO’s AI task force
• WIN program updates
• Member news, new instructors, job announcements, designation results, and awards program
• IAAO 2025 Annual Report

A Phenomenologically Informed Study Of Black Male Preservice Teachers’ Lived Experiences: Professional Socialization, Social Representation, And The Redesign Of Teacher Education For Equity, William A. Anders

Student Theses

This qualitative research explores the experiences of Black male preservice teachers in New York City’s teacher education programs. To examine the underrepresentation of Black male preservice teachers, the research employs Critical University Studies and Critical Race Theory to investigate the institutional barriers they face. Using semi-structured interviews with seven participants and reflexive thematic analysis, the findings revealed six paramount themes: Pathways in Teaching, Representation and Identity, Experiences in Teacher Education, Racial Bias and Institutional Challenges, the Role of Mentorship and Support Networks, and Teaching Philosophy.

Participants described the challenges that Black male preservice teachers face, including isolation, economic hardships, unsuitable …

Distribution Of Power In South Asia: Assessing Sino-Indian Conflict Propensity, Fatima Faisal

Dissertations, Theses, and Capstone Projects

In international relations, the distribution of power is a key theme impacting the propensity for nations to break into wars; however, the vast academic literature is Eurocentric with a concentration on the United States and the Soviet Union. This paper shifts to the unexplored distribution of power in South Asian with a particular focus of Sino-Indian border conflicts namely the Sino-Indian War (1962), the Nathu La and Cho La clashes (1967), the Arunachal Ambush (1975), Sumdorong Chu standoff (1987), the Armed Confrontation (2013), and the Doklam Standoff (2017), and the Galwan Valley (2020) to determine if the region was more …

Finding Luis: A Creative Nonfiction Account Of Law & Society, Jason M. Leggett

Dissertations, Theses, and Capstone Projects

This essay explores the contradictions in legal theory and human experience through creative nonfiction. Its main purpose is to argue that a truly just society requires acknowledging the profound influence of individual narratives on the law. This is supported by blending personal narratives, critical analysis, and philosophical inquiry to reveal the gap between codified law and lived realities for marginalized individuals. This unique Legal Poetics methodology employs a series of six vignettes, such as the author's and Luis's shared experiences with traumatic brain injury and the denial of justice, as data. By integrating autoethnography, law as narrative, and performativity theories, …

Mind The Gap: Morphological Defectivity And Suffixal Competition In Polish, Szymon E. Zuberek

Dissertations, Theses, and Capstone Projects

This study investigates morphological defectivity and suffixal competition in the genitive singular of Polish masculine inanimate nouns. Drawing on survey-based grammaticality judgments from native speakers, it examines how respondents select between the suffixes -a and -u or reject both as unacceptable, thereby signaling defectivity. Mixed-effects logistic regressions revealed that defectivity was rare overall but patterned systematically by age, education, and region, with additional baseline variability across lexical items. Suffix choice showed a strong preference for -a, modulated by age, education, and region, with additional baseline variability across lexical items. These findings inform our understanding of paradigm structure, sociolinguistic variation, and …

Systems Epistemology, Boris Ayala

Dissertations, Theses, and Capstone Projects

This dissertation develops a new kind of theory of knowledge, which I call Systems Epistemology (SE). Currently available theories tend to follow the TB+ format according to which knowledge is a true belief plus certain additional properties. Insofar as these theories offer a conceptual gap between the additional properties and truth, however, they are vulnerable to intuitive counterexamples. Building on work by Richard Foley and Stephen Hetherington, SE focuses not on a target belief and the properties it must have to count as knowledge, but rather on the beliefs that surround it and hold it in place. This shift in …

The Digital Divide In Political Redistricting: Ai's Impact On Minority Representation, Jaime Rodriguez

Dissertations, Theses, and Capstone Projects

Technology plays a significant role in people's daily lives worldwide. It has infiltrated many aspects of our lives, from education and healthcare to politics. With our increasing reliance on technology, artificial intelligence (AI) has become well-enmeshed in our political systems, affecting people everywhere, especially minority groups. This essay will investigate the potential effects of AI on the political influence of racial and ethnic minorities, specifically focusing on its role in altering voting district boundaries— a practice referred to as redistricting. There are several areas of concern under which AI could unintentionally worsen gerrymandering, impact equity in the representation of minority …

Sometimes I Picture You Dreaming: How American Female Directors Use Women-In-Prison Films As A Pathway For Public Education And Activism In The Era Of Mass Incarceration, Nicolette Natale

Dissertations, Theses, and Capstone Projects

This thesis examines the role of female directors in creating media that showcases how prisons perpetuate sexism or gender-based violence. As mass incarceration began to take off in the 1970s, this paper begins with an analysis of Jack Hill’s The Big Doll House (1971), which often served as the model for women-in-prison (WIP) exploitation films. While Hill perpetuated the white and male gaze in The Big Doll House, Stephanie Rothman subverts oppressive gazes in her WIP film, Terminal Island (1973), and demonstrates a concern with the historical gendered realities of prison – moving beyond representations of prison on the …

Social Capital And The Spread Of Information On Twitter Related To Change In The Criminal Legal System, Sebastian Hoyos-Torres

Dissertations, Theses, and Capstone Projects

Criminal legal reformers and abolitionists have differing visions for change within the criminal legal system, where reformers seek to modify and abolitionists aim to dismantle it altogether (Davis 2005; Foucault 1977; Kaba 2020). Advocates used print media to disseminate information related to their proposed changes to broader audiences. While print media remains a valuable tool to reach wide audiences, the advent of social media introduced new mechanisms to interact with broad audiences at very low cost while leaving traces of digital data which could be analyzed to better understand the social factors which impact whether information is spread. Throughout this …