Digital Commons Network^™

The Montana Travel Industry - 2025 Summary, Melissa Weddell

Institute for Tourism and Recreation Research Publications

In 2025, Montana welcomed 13.2 million visitors — a 4% decline from 2024 — who collectively spent $5.6 billion across the state. Tourism supported 52,610 jobs (1 in 11 statewide), generated $360 million in state and local taxes, and saved the average Montana household over $740 in taxes. Glacier Country led regional spending at $1.79 billion, followed by Yellowstone Country at $1.34 billion. The typical visitor was 57.8 years old, traveled in a group of 2.2, stayed 5.2 nights, and arrived primarily by car (74%). Top origin states were Washington, Idaho, and North Dakota. Visitors were drawn most by mountains …

2025 Estimates - Nonresident Visitation, Expenditures, And Economic Contribution, Kara Grau

Institute for Tourism and Recreation Research Publications

Montana welcomed an estimated 13.24 million nonresident visitors in 2025, generating $5.64 billion in traveler expenditures and contributing an estimated $7.11 billion in total economic output to the state's economy. Nonresident spending supported approximately 52,620 jobs and generated $360.4 million in state and local tax revenues. Fuel (21%) and restaurant/bar spending (20%) accounted for the largest shares of visitor expenditures, followed by lodging, outfitter/guide services, and groceries. Summer travel remained the dominant season, with the third quarter accounting for 45% of annual visitation and 54% of total expenditures. Vacation travelers represented the largest visitor segment (41%) and had the highest …

Entre La Magia Y La Carga: Género, Trauma Y Otredad En Encanto, Sergio García Cabezas, Ángel Serrano Valverde

GDI. Revista de investigación de Género, Diseño e Innovación

Este artículo analiza la película Encanto (Disney, 2021) desde una perspectiva de género, memoria y representación, con el objetivo de desentrañar cómo los personajes femeninos encarnan presiones sociales y culturales que trascienden la narrativa fantástica. A partir de un enfoque cualitativo basado en el análisis narrativo y semiótico, se examinan cuatro figuras centrales: Luisa, como metáfora de la sobrecarga física y emocional; Isabela, como encarnación de la prisión de la perfección estética; Mirabel, como representación de la invisibilización y la otredad; y Abuela Alma, como símbolo de la transmisión transgeneracional del trauma. Junto a ellas, los principales símbolos de la …

La Evolución Del Estilo De Naoko Takeuchi En Las Ilustraciones De Personajes Femeninos De Sailor Moon, Manuela Elizabeth Rodríguez González

GDI. Revista de investigación de Género, Diseño e Innovación

Este estudio analiza la evolución técnica y estilística de Naoko Takeuchi en sus representaciones femeninas presentes en las ilustraciones de Sailor Moon, mediante su transición y combinación con técnicas digitales, dentro del contexto de la industria del manga, anime y merchandising en diferentes desde su creación en los años noventa hasta su actualización más reciente en 2023. A partir de un análisis comparativo de artbooks, ilustraciones de alta resolución y notas de la autora, complementado con fuentes secundarias como artículos, libros y blogs especializados, se organizaron los materiales en tres períodos cronológicos para estudiar su evolución artística. Los …

Diferencia Ontológica Y Obsolescencia Humana En La Era De La Inteligencia Artificial: Una Reflexión Ética Y Política, Davide Rizzardi

GDI. Revista de investigación de Género, Diseño e Innovación

Este artículo propone una reflexión sobre la relación entre el ser humano y la inteligencia artificial desde una perspectiva ontológica y ética. La IA se presenta como un desafío existencial que reactualiza una tensión propia de la modernidad: la transformación de la promesa de libertad en nuevas formas de despotismo. En este contexto, el texto analiza los procesos contemporáneos de reificación y obsolescencia de lo humano, destacando la crisis de sentido y la precariedad simbólica que atraviesan al sujeto contemporáneo. Reafirmando el lenguaje y la producción de sentido como premisas ontológicas fundamentales de la existencia humana, el artículo subraya la …

Percepciones, Uso Y Confianza En Ia Generativa Según Género En Estudiantes Universitarios, Elena Rodríguez-Rodríguez, María Moreno Guzmán, Irene Ojeda Fernández, Juan Pablo Hervás-Pérez, Inmaculada Mateos-Aparicio, Alejandra García-Alonso, María Luisa Pérez-Rodríguez, Rocío De La Peña Armada, José Raggio, Beatriz Gómez-Gómez, Araceli Gónzalez-Cortés, Emma Gracia-Lor, Gustavo Moreno-Martín, Ángel Juilio Reviejo-García, Esther Sánchez-Tirado, Jon Sanz Landaluce, Arturo Casado, Marta Sánchez-Paniagua

GDI. Revista de investigación de Género, Diseño e Innovación

Introducción: La presencia creciente de la inteligencia artificial (IA) en la universidad está transformando el proceso de enseñanza-aprendizaje y la relación del alumnado con la tecnología. Un equipo docente de la Universidad Complutense de Madrid (UCM), la Universidad Rey Juan Carlos (URJC) y la Universidad Camilo José Cela (UCJC) diseñó diversas estrategias para integrar la IA generativa (IAg) como recurso complementario en asignaturas de estudios universitarios oficiales de Grado y Posgrado. Esta iniciativa surge de la necesidad de evaluar la implementación de la IA para mejorar el proceso de enseñanza-aprendizaje y fomentar un uso crítico entre el alumnado de estas …

Del Miedo A La Ternura: Deconstrucción De Imaginarios Constitutivos De La Iag Para Imaginarla Como Una Tecnología Futura, Elizabeth Rodríguez Rendon

GDI. Revista de investigación de Género, Diseño e Innovación

El artículo propone una reflexión crítica a modo de ensayo sobre los imaginarios sociotécnicos que han configurado históricamente el desarrollo de la tecnología y, particularmente, de la Inteligencia Artificial Generativa (IAG). Se sostiene que la ciencia moderna occidental se estructuró a partir del miedo como afecto dominante, heredado de las tradiciones prometeica y fáustica, las cuales promovieron una relación con la técnica basada en el control, la dominación de la naturaleza y el rechazo de la finitud humana. Desde esta lógica, la tecnología ha sido imaginada como instrumento de poder, defensa y superioridad, reforzando narrativas de fascinación y temor frente …

El Diseño Sin Género Como Tendencia Futura: La Cerámica Como Un Ejemplo Sin Sesgo, Paulina Luna Pérez, Hans Mayr Juárez

GDI. Revista de investigación de Género, Diseño e Innovación

Este artículo analiza el diseño sin género a través del análisis histórico de tradiciones cerámicas influyentes y utensilios específicos del uso cotidiano. El objetivo es examinar si las asociaciones entre los utensilios cerámicos y el género constituyen cualidades inherentes a su diseño o si corresponden a una construcción cultural producida en el proceso de interpretación social. Metodológicamente se realizó un análisis histórico-comparativo de piezas representativas y tradiciones cerámicas específicas de la cultura china y japonesa, particularmente utensilios de uso común y surgidos durante los inicios de la tradición cerámica en ambas culturas. Este estudio consideró cuestiones funcionales, formales, simbólicas y …

Violencia Cosificadora Contra Las Mujeres En La Era De La Ia Generativa: Sesgos, Poder Y Deshumanización Digital, Norma Mildret Pérez Alvarado

GDI. Revista de investigación de Género, Diseño e Innovación

La expansión de la Inteligencia Artificial generativa ha facilitado la producción y difusión masiva de imágenes no consentidas de mujeres y niñas, incluidas representaciones sexualizadas y formas de cosificación digital que pueden generarse y viralizarse con mínimos costos y barreras técnicas. Estas prácticas amplifican la escala y velocidad de la violencia basada en imágenes, al hacerla más accesible, replicable y difícil de contener.

El presente artículo sostiene que esta problemática no se agota en los deepfakes sexuales o en la denominada “desnudificación” digital de fotografías de mujeres. También comprende la generación de imágenes cosificadoras de mujeres que, aun sin contenido …

Ai Suppression: E-Discovery Software And Brady, Jason Hartline, Liren Shan, Alec Sun, Rebecca Wexler

Faculty Scholarship

Prosecutors regularly rely on AI e-discovery software, known as technology assisted review (TAR) tools, to sort and prioritize digital evidence. These tools implicate constitutional concerns: they can either risk suppressing or help to surface exculpatory and impeachment evidence that prosecutors must disclose under the Brady due process rule. Yet doctrine, agency guidance, and scholarship offer virtually no direction on their use.

This Article examines how TAR affects Brady compliance. Using computer science simulations on synthetic data sets, we show that TAR can either hide or help to expose Brady evidence, depending on how it is configured and the configurations of …

Some Realism About Constitutional Remedies, Thomas P. Schmidt, Gillian E. Metzger

Faculty Scholarship

The Supreme Court has wavered between two approaches to questions of executive power, which are often labeled institutional formalism and realism. Formalism treats an institution like the presidency as a “black box” to which the Constitution assigns certain powers. In Trump v. Hawaii,  for example, the Supreme Court upheld President Trump’s infamous travel ban by focusing not on the “particular President” and his past call for a “complete shutdown of Muslims entering the United States,” but rather on “the authority of the Presidency itself.” That is the language of institutional formalism.

Realism, on the other hand, peers into the “black …

Seqra Developments: Amendments To Ease Housing Construction, Revised Regulations, New Cases, Michael B. Gerrard

Faculty Scholarship

In the hopes of easing the housing shortage, on May 26 the New York Legislature passed and Governor Kathy Hochul signed a bill that will exempt many multifamily housing projects from the State Environmental Quality Review Act (SEQRA).

A month before, the New York State Department of Environmental Conservation (DEC) issued regulations on protecting disadvantaged communities, and took steps to require more discussion of climate impacts under SEQRA.

The Impact Of Ai Companions On Family Law, Clare Huntington

Faculty Scholarship

People of all ages and backgrounds regularly use AI companions — virtual friends, lovers, and confidantes powered by artificial intelligence. As a new form of relationship, this development poses novel doctrinal and policy questions for family law. As a doctrinal matter, what does child neglect look like when a parent delegates caretaking to an AI companion? How should standards for elder neglect adapt to the widespread use of robotic caregivers? Should lawmakers impose mandatory reporting requirements on therapy bots if children share experiences of abuse or neglect? And can people designate an AI companion as a health care proxy? As …

Public Perceptions Of Family Caregiving Of Children Versus Older Adults, Elizabeth S. Scott, Tamar Kricheli-Katz

Faculty Scholarship

The population of older adults in the United States is growing at a rapid rate, both because people are living longer lives and because older adults are an increasingly large share of the population as baby boomers age. It is predicted that by 2030, one in ¿ve adults in the United States will be of retirement age, and one in six people worldwide will be age 60 or older. By 2034 there will be more adults age 65 and older in this country than minor children under age 18.

Among the important consequences of this demographic trend will be a …

Five Urban Futures For A Hot Planet: U.S. Legal Scenarios, Michael B. Gerrard

Faculty Scholarship

If current climate change trends continue, flooding, extreme heat, wildfires, and water scarcity will make the homes of millions of people in the United States increasingly uninhabitable. This change could happen by the end of the century, perhaps sooner. Most people will want to stay in their current homes, but there is no coherent policy to fortify the most vulnerable places. Nor is the current legal system equipped to handle what may become one of the largest migrations in U.S. history, as people flee intolerable climate conditions. This Article envisions five scenarios for cities in the future: sprout, grow, stay, …

The Phoenix Flora: Plant Survival, Succession, And Putative Adaptation In The Post-Atomic Landscapes Of Hiroshima And Nagasaki, Gian Marco Ludo, Paola Amelia Tassi, Alba Iannotti, Colomba Russo, Fausto D'Agostino, Matilde Neble Segade, Timothy Mousseau, Andrea Malizia

Faculty Publications

The atomic bombings of Hiroshima and Nagasaki in 1945 created a unique environment of acute, high-dose ionizing radiation, contrasting sharply with the chronic low-dose rate exposure in the Chernobyl and Fukushima Exclusion Zones. This stands in stark contrast to the chronic, low-dose rate contamination that defines the Chernobyl and Fukushima Exclusion Zones. While the long-term ecological effects of the latter are well-documented, a systematic synthesis of the floral response to the atomic bombings is lacking. This review integrates historical data with modern radio-ecological principles to analyze plant survival and succession. We document the remarkable recovery of vegetation, from the resprouting …

Graduate School Blog - June 2026, Cynthia Haynes

UofM Grad School Blog

This issue highlights the University of Memphis Graduate School’s commitment to supporting student success year-round. We feature Dr. Deborah Tollefsen’s reflection where she examines how financial, housing, childcare, and engagement challenges can affect graduate student persistence. We also celebrate recent graduates, promote the Graduate Student Dissertation Writers Retreat and 2026 Graduate Student Orientation, and highlight scholarships and dissertation completion grants that can help students advance their academic and professional goals. Additionally, we spotlight Memphis events and resources that can help enrich graduate student experience.

Plasticity And Language In The Anaesthetized Human Hippocampus, Shraddha Shah, Melissa Franch, Joshua A Adkinson, James L Belanger, Raissa K Mathura, Domokos Meszéna, Matthew Mcginley, William Muñoz, Garrett P Banks, Sydney S Cash, Chih-Wei Hsu, Angelique C Paulk, Nicole R Provenza, Andrew J Watrous, Ziv Williams, Alica M Goldman, Vaishnav Krishnan, Atul Maheshwari, Sarah R Heilbronner, Robert Kim, Nuttida Rungratsameetaweemana, Benjamin Y Hayden, Sameer A Sheth

Faculty, Staff and Students Publications

Consciousness is a fundamental component of cognition1, but the degree to which higher-order pattern recognition relies on it remains disputed2,3. Here we demonstrate the persistence of oddball discrimination, semantic processing and online prediction in individuals under general-anaesthesia-induced loss of consciousness4,5. Using high-density Neuropixels microelectrodes6 to record both single-unit and local-field-potential neural activity in the human hippocampus while playing a series of tones to anaesthetized patients, we found that hippocampal neurons and local oscillations retained some detection of oddball tones. This effect size grew over the course of the experiment …

Strategies For High-Quality Community-Based Participatory Research Partnerships In Public Health Research., Emily M. D'Agostino, Rumour Piepenbrink, Lori Brand Bateman, Dana Keener Mast, Liliane Windsor, Debra Oto-Kent, Alan Wells, Jennifer Goldman, Jennifer E. Schuster, Rachel Kaufmann, Rachel Gurarie, Miriam Nuño

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVES: Community-Based Participatory Research (CBPR) is grounded in trusting, reciprocal, and authentic relationships. We aimed to identify key strategies and actionable next steps to establish and sustain high-quality community-academic partnerships that foster community-based health equity.

STUDY DESIGN: Qualitative thematic analysis.

METHODS: We analyzed three recorded discussions from a roundtable session with community and academic partners from the Rapid Acceleration of Diagnostics-Underserved Populations (RADx-UP) program (2020-2025), which supported 142 community-engaged public health research projects aimed at reducing COVID-19-related health inequities.

RESULTS: Key themes identified as most fundamental to support CBPR included establishing a long-term commitment, mutual co-learning among partners, flexible and …

Polygenic Risk Scores And Hla Class Ii Variants Are Biomarkers Of Corticosteroid Response In Childhood Nephrotic Syndrome., Tiffany Tu, Alejandro Ochoa, Amika Sood, Ashley Dabrik, Megan Chryst-Stangl, Brandon Lane, Guanghong Wu, Frank Donovan, Ursula Harper, Settara Chandrasekharappa, Christopher Esezobor, Adaobi Solarin, David Hooper, Christine Sethna, Sandra Amaral, Mahmoud Kallash, Michelle Rheault, Priya Verghese, Vikas Dharnidharka, Eloise Salmon, Patricia Weng, Tarak Srivastava, Michael E Seifert, Cozumel Pruette, David Selewski, Keisha Gibson, Tracy Hunley, Asiri Abeyagunawardena, Shenal Thalgahagoda, Arvind Bagga, Aditi Sinha, Nicholas Webb, Larry Greenbaum, Ali Gharavi, Krzysztof Kiryluk, Matthias Kretzler, Lisa Guay-Woodford, Simone Sanna-Cherchi, Agnieszka Bierzynska, Ania Koziell, Gavin Welsh, Moin Saleem, Charles Rotimi, Eileen Chambers, Cliburn Chan, Curegn Consortium, Pnrc Glomerular Disease Group, Cibmtr/Nmdp Consortium, Annette Jackson, Adebowale Adeyemo, Rasheed Gbadegesin

Manuscripts, Articles, Book Chapters and Other Papers

INTRODUCTION: Nephrotic syndrome (NS), a common glomerular disease in children, is classified based on response to corticosteroid therapy as either steroid-sensitive nephrotic syndrome (SSNS), or steroid-resistant nephrotic syndrome (SRNS). However, there are no current reliable predictors of therapy response at initial clinical presentation.

METHODS: To evaluate predictors, we conducted genome-wide association studies, developed polygenic risk scores (PRS) for therapy response and analyzed classical HLA alleles in 1,997 children (994 discovery and 1,003 replication/validation cohorts) previously unstudied children with NS and 3,558 ancestry-matched control individuals.

RESULTS: A significant association with HLA loci defined by variants in HLA-DQB1, HLA-DRB1, and HLA-DQA1 were …

Infection Prevention And Control Of Candida Auris In Pediatric Settings, Thomas S. Murray, Hana Hakim, Christelle Ilboudo, Lynn Ramírez-Ávila, Jana Shaw, Terri Stillwell, Patricia Budo, Bernard Ebruke, Noa Fleiss, Amanda Green, Matthew Linam, Roshni Mathew, April Mcdougal, Natalie Neu, Zoi Dorothea Pana, Karen Ravin, Ayelet Rosenthal, Jane D. Siegel, Katlyn Steimel, Amy Valencia, Carol Vance, Lars F. Westblade, Lisa Saiman

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Candida auris (also referred to as Candidozyma auris) is an emerging multidrug-resistant fungal pathogen associated with high morbidity and mortality. Existing infection prevention and control (IPC) guidance has largely focused on adult populations, with limited recommendations for pediatric healthcare and non-healthcare settings.

METHODS: The Society for Healthcare Epidemiology of America (SHEA) convened a multidisciplinary expert panel to develop IPC recommendations for C. auris. The panel developed recommendations using a structured, iterative Delphi consensus process with rounds of discussion, refinement, and anonymous electronic voting with predefined consensus thresholds. Panelists reviewed relevant peer-reviewed and gray literature integrated with expert …

Golden Hour Open Conceptual Architecture For Citizen-Initiated Structured Urgency Signaling, Jaime Gerardo Figoni Him

Defensive Publications Series

Abstract Golden Hour proposes a minimalist, open, and low-bandwidth emergency signaling architecture that enables any citizen to transmit structured urgency information during the critical first hour (“Golden Hour”) of a disaster. The system combines a single-tap severity code (Red / Yellow / Green), a brief guided question sequence, and resilient transmission paths (including SMS/USSD fallback) to generate a live, color-coded situational heat map for emergency responders.

By treating emergency response as a problem of controlling informational entropy, Golden Hour enables a near-instantaneous reduction in chaos while fostering voluntary human solidarity. It is designed as a supplement to — not a …

Gci Diagnostics & Bioprocess Acceleration Architecture (Open‑Hardware, Conceptual Only), Michael Victor Caldwell Mr.

Defensive Publications Series

This disclosure describes an open‑hardware, physics‑based architecture for accelerating diagnostic workflows and bioprocess engineering using vortex‑acoustofluidic modules. The system integrates vortex‑induced lysis, acoustic particle isolation, micro‑lattice thermal control, and continuous‑flow kinetic refinement to reduce the time required for molecular analysis and biomolecule purification. No biological agents, reagents, or clinical claims are included. All components are conceptual and released under CERN‑OHL‑P to support global research, prototyping, and humanitarian engineering.

Recording And Automating Browser-Based Workflows, Benjamin Albert Azose

Defensive Publications Series

A browser automation framework is disclosed for automating browser-based workflows using record-and-replay architecture. In the framework, interaction events are captured within a browser environment and associated contextual metadata, and the captured data is processed to generate a structured representation of executable actions. In response to a trigger condition, the structured representation is replayed. The trigger condition includes at least one of a time-based condition, an event-based condition, or a system-detected state condition. The structured representation is executed by identifying candidate elements in a current browser state, and the candidate elements are evaluated based on element similarity and action compatibility. The …

System And Method For Automating Recurring Browser-Based Workflows, Benjamin Albert Azose

Defensive Publications Series

A browser automation system is disclosed for automating recurring, multi-step web interactions. The system receives input defining a routine including a recurrence schedule, a sequence of navigation operations, and a target element corresponding to content within a webpage. Based on the input, the system generates and stores an execution plan comprising scheduling parameters, navigation operations, extraction rules, and evaluation conditions. At runtime, the system automatically executes the execution plan by programmatically navigating one or more webpages, identifying the target element, and extracting associated content. The system evaluates the extracted content to determine whether specified criteria are satisfied, including detecting changes …

Vacuum-Indicator Ribbon Gasket For Bail-Type Glass Jars With Integrated Machine-Vision Inspection Capability, William Heublein

Defensive Publications Series

A one-piece or two-piece food-grade silicone gasket for bail-type (hinge-top, flip-top, clamp-lid) glass jars incorporates an integrated cross-diameter ribbon element with a central elliptical aperture. The ribbon element functions as a mechanically deflectable, optically readable vacuum-integrity indicator readable from above the sealed jar by top-down machine-vision inspection systems.

In the preferred embodiment, the ribbon is intentionally asymmetric: the two halves on opposite sides of the aperture have different widths, producing a differential bending stiffness. Under vacuum, the ribbon deflects upward into the recessed inner volume of the glass lid, and the aperture undergoes measurable lateral centroid displacement along the ribbon …

Electronic Device Placement Via Three-Dimensional Space Reconstruction, Ruofei Du, Mahdi Tayarani Najaran

Defensive Publications Series

Difficulties are encountered when determining placements for electronic devices to ensure coverage of a physical space. A framework for visualizing coverage and suggesting device quantities through three-dimensional space reconstruction is described. Live camera and depth data from portable electronic devices are utilized to generate a digital representation of an environment. A transformer-based neural network is employed to determine device poses and quantities based on the reconstructed space and semantic attributes. Coverage areas, areas without coverage, and unmonitored hazard zones are depicted in real-time, maintaining alignment as a device is physically reoriented. A data-driven approach for deploying equipment such as cameras, …

Set Lists For Conversations On Necropolitics, Antiblackness, And Colonialism, Noah Morton

Black Educology Mixtape "Journal"

In lieu of a traditional syllabus, the following setlist uses the form of an academic syllabus to unsettle ideas around knowledge production and includes six sets with multimodal resources (films, songs, articles) to engage conversations on necropolitics, antiblackness, and colonialism. The setlists come from engaging in genealogies of resistance and liberation and are attentive to recognizing (re – again | cogn – to know | ize – to make) and acknowledging various technologies of domination while witnessing anachoreographies, or spirits of refusal. Each setlist flows from a check-in song, continues to the main set of readings/videos/podcasts, and ends with an …

Dissertatin' While Black, T. Gertrude Jenkins

Black Educology Mixtape "Journal"

Dissertatin’ While Black (DWB) is a racial affinity space that employs a community-engaged approach to completing dissertation elements. More than a writing retreat, DWB centers holistic care, creating a site for mentorship, celebration, and the exchange of ideas. Rooted in BlackCrit (Dumas & ross, 2016) and Black Liberatory Educational Subversion (Jenkins, 2024), DWB emphasizes that participation in Black institutional third spaces can counter the isolation often experienced by Black doctoral students, especially at predominantly white institutions. Ultimately, DWB operates as a “homeplace” where Black doctoral students can feel seen, valued, and supported in their research (hooks, 1994). We believe that …

Just A Dream, Makayla Miller

Black Educology Mixtape "Journal"

This track is a poem about freedom dreaming. The poem embodies the author’s freedom dream about Black students and educators in schools. Asking what schools would look like if they were built on the dreams of Black communities, the author explores a reimagining of Black educational spaces. By reflecting on the state of Black education today, the author highlights the leftover harms of white supremacy while underscoring the beauty and endless potential of Black identity, particularly when students are allowed to exist as they are. This poetic reflection invites readers to think beyond traditional schooling and dream of a mode …