Digital Commons Network^™

What Counts As Data? Empirical Legal Research With India’S Ecourts Portal, Lubhyathi Rangarajan, Sakshi Rai, Nikita Bansal

Socio-Legal Review

This Notes from the Field (‘NFF’) studies an attempt to build a nationwide dataset of cases instituted under the Unlawful Activities (Prevention) Act, 1967 using the eCourts portal, an open access state-led digital repository of all judicial records across India. It uses this experimental attempt to create new methodological and epistemological ways of thinking about data when undertaking socio-legal research. The paper argues that the appearance of judiciary-led digital transparency and visibility masks deeper concerns with data integrity. Through a process of manual data extraction across than 3,647 court complexes on the eCourts portal, the study reimagines technical failures and …

Solvent-Dependent Cytotoxicity Of Peperomia Pellucida Leaf Extracts Against Mcf-7 Breast Cancer Cells, Ade Arsianti, Rafael Erlangga Bagas Pratama, Steven Gill, Diyah Kristanty

Indonesian Journal of Medical Chemistry and Bioinformatics

Background: Breast cancer remains a major global health burden. Particularly in Indonesia, limitations of conventional chemotherapy, such as severe side effect, toxicity, and high cost, indicating the necessitate the development of alternative therapeutic agents. Peperomia pellucida, a medicinal plant rich in bioactive phytochemicals, has shown promising anticancer potential; however, its cytotoxic activity against MCF-7 breast cancer cells and the influence of solvent polarity remains underexplored. This study aimed to evaluate the cytotoxic effects of P. pellucida leaf extracts which are prepared using different polarity of solvents (ethanol, ethyl acetate, and n-hexane).

Method: Dried leaf powder of P. pellucida was …

Christopher Warman V. Local Yokels Fudge Llc

2026 Decisions

USDC for the Western District of Pennsylvania

"It's Probably Like A Web": Complex Relationships Between Pain And Mental Health Among Bisexual+ Women With Chronic Pain, Aster Harrison, Mansha Mirza

Department of Occupational Therapy Faculty Papers

INTRODUCTION: Bisexual+ women experience higher rates of both mental illness and chronic pain when compared to either straight or lesbian women. Their experiences of the relationship between their mental health and chronic pain remain underexplored. This article presents an intersectional Interpretive Phenomenological Analysis of the experiences of six bisexual+ women with chronic pain.

METHODS: Each woman completed two semi-structured interviews. Interviews were analyzed with Interpretive Phenomenological Analysis, beginning with in-depth case study analysis of each person's interviews before moving to comparison across cases.

RESULTS: Results indicated a complex web of multidirectional relationships between mental health and chronic pain. These relationships …

Marketing Strategies To Enhance Awareness And Attract International Patients In The Medical Tourism Industry Of Trinidad And Tobago, Natasha Rachel Rochford-Chance

Walden Dissertations and Doctoral Studies

Disseminating inadequate service information can limit a business's market appeal and hinder its growth. Business leaders must include comprehensive service information in their marketing strategies, as inadequate service information can make a business seem unappealing to potential clients, undermine competitive position, reduce market share, and diminish profitability. The purpose of this qualitative pragmatic inquiry was to explore the marketing strategies used by medical tourism business leaders in Trinidad and Tobago to attract international patients and increase profitability. The participants were eight medical tourism business leaders with experience in implementing marketing strategies. McCarthy's marketing mix theory of product, price, place, and …

Lessons From A Medically Tailored Meals Program, Rachel Filippone, Evan England, Tyrus Parker, Harshita Sarup, Jess Carson

Carsey Publications

After a pilot program in 2021, the New Hampshire Food Bank launched a full medically tailored meals program in 2023, which is evaluated in this brief.

Stability Of The Apogee Galvanic Cell Sensors In The Utah State University Biological Oxygen Demand System, Tia Lawrence, Carson Richards, Bruce Bugbee

Techniques and Instruments

The Utah State University Crop Physiology Laboratory has developed a six-chamber biological oxygen demand (BOD) system to quantify respiration (Kusuma & Bugbee, 2020). Like all instruments, accuracy depends on the ability to get a zero in empty containers. Here we report the signal output and zero stability in empty containers over a five-day interval.

Clinical Phenotypes Associated With Nrxn1 Deletions In Five Children With Autism Spectrum Disorder In Oman, Samira Said Alhousni, Ahmed Idris, Watfa Al-Mamari, Abeer Al-Sayegh

Sultan Qaboos University Medical Journal

NRXN1 (2p16.3) is essential for synaptic function and has been implicated in autism spectrum disorder (ASD) and other neurodevelopmental disorders. However, the phenotypic features associated with NRXN1 copy number variants remains incompletely characterised, which complicates risk assessment in genetic counselling. This case series describes five children, who were evaluated at the Genetics and Developmental Pediatrics Clinic of a tertiary care hospital in Muscat, Oman, from 2011 to 2023, with rare NRXN1 deletions (57–150 kb). All met DSM-5 criteria for ASD and had speech and language delays with cognitive impairment. Consanguinity was reported in three of the families and two had …

Human And Ai Editing Tool Use Among Online Professional Practice/Applied Practice Doctoral Students, Valerie A. Storey, Tracy Greene, Lori Salgado

All Faculty and Staff Scholarship

The purpose of this qualitative study was to explore online professional practice doctoral students' and recent graduates' (2022-2025) use of editing software, GenAI/AI browser extensions, and human editors, examining their practices and institutional policy perspectives. Using Lentz's (2024) ethical authorship framework, researchers analyzed 29 participant responses. Four themes emerged: Foundational Academic Excellence and Support, Innovative Learning and Development, Quality Assurance and Professional Growth, and Inconsistent Institutional Practice and Ethical Oversight. Findings identified distinct functional purposes and five commonalities across editorial resources. Participants strategically employed different resources while maintaining authorial agency and critical judgment, yet reported widespread inconsistency in faculty guidance, …

Essays On Macroeconomic Development, Gaspar Alarcon Szmulai

Arts & Sciences Graduate Student Theses and Dissertations

This dissertation consists of two independent chapters in the field of Macroeconomics. The first article studies the implications of complementarity on productivity under financial frictions. Does improving the access to financing lead to more productive firms? We develop a model of heterogeneous producers facing collateral constraints and a technology adoption decision. Producers' choices are connected through the final good market, creating complementarity in adoption. We find that more complementarity between producers amplifies the effects of financial frictions through more sensitive adoption. In a high-complementarity economy, adopters increase up to 219% relative to the self-financing economy. Misallocation is the main driver …

Comparative Performance Evaluation Of A Gpu-Accelerated Watershed Model For Flood Inundation Mapping, Maliha Ali

Electronic Theses and Dissertations 2020 - Present

This study evaluates PyWMP (Python-based Watershed Modeling and Planning), which is a flood modeling framework developed by the Center for Water Resiliency and Risk Reduction (CWR3) at Florida Atlantic University (FAU). The framework includes a 2D Rain-on-Mesh (ROM) solver, which is an explicit finite-volume shallow-water equation model. PyWMP is compared against HEC-RAS 2D and Flood Modeller for their rain-on-grid capabilities for watershed-scale flood inundation mapping under three design storm scenarios. The performance of PyWMP was evaluated using both quantitative and spatial metrics. Mean absolute error values showed that the average depth difference between each model is under 1 foot. Percent …

Examining Variations In Non-Conventional Health Care Utilization Among Students At A Hispanic-Serving Institution, Monideepa B. Becerra, Karina E. Corral

Journal of Social, Behavioral, and Health Sciences

The use of non-conventional health care, such as complementary and alternative medicine (CAM) and traditional healing practices, is increasing in the United States. Little is known, however, about its prevalence and influencing factors among college students—especially of varied racial/ethnic background. This study examined these patterns among college students using a cross-sectional survey conducted at a Hispanic-serving institution. Participants reported their use of non-conventional care, and demographic and motivational factors were analyzed using descriptive and bivariate analyses. Of the 641 participants, a majority reported CAM use (96%) and visits to a traditional healer (83%), with higher prevalence among Hispanic and female …

How To Upend America In 100 Days: Unilateral Power At The Outset Of Trump’S Second Term, Aaron Childree

Political Science Faculty Publications

President Trump used the unilateral power of the presidency in extraordinary ways during the first 100 days of his second term. This article examines his use of executive action using a dataset of every action issued in the first 100 days of Trump’s second term, along with a similar dataset for his first term and other recent administrations. At the outset of his second term, Trump issued substantially more executive actions than his own first administration and his recent predecessors; however, this also came with historically low legislative productivity. His unilateral policy making is notable for the many revocations of …

Analysis Of Flood Modeling For The Replication Of An Extreme Rainfall Event In South Florida, Lusnel Fritznel Ferdinand

Electronic Theses and Dissertations 2020 - Present

Flooding is the most common natural disaster in the United States, and trends show an increase in flood risk for the foreseeable future. Florida averages 45 flood disasters per year, at an annual cost of $86 million. Communities in Florida are susceptible to a variety of flood-inducing sources, including tropical cyclones, extreme rainfall, and rising sea levels, which can impact the tourism industry and the economic well-being of residents. The first objective of the thesis was to use flood modeling to replicate the extreme rainfall event that caused heavy flooding in Broward County, Florida, from April 12-13, 2023. A commercial …

Limited Australian Clinical Guidelines For Pain Assessment In Hospitalized Older Adults With Cognitive Impairment: Implications For Safe And Quality Care, Rosemary Saunders, Kaoru Nosaka, Seng Giap Marcus Ang, Natasya Raja Azlan, Aaron Alejandro, Rohini Sharma Bhardwaj, Olivia Gallagher, Irene Ngune, Amineh Rashidi, Yan Hui Celestine Wee, Nilufeur Mckay

Research outputs 2022 to 2026

Introduction – Pain assessment remains challenging in healthcare settings in patients who are unable to self-report their pain. More than 50% of individuals with dementia and other forms of cognitive impairment (CI) experience pain daily. However, pain is frequently overlooked and inadequately assessed by healthcare professionals due to their lack of knowledge and guidelines to inform pain assessment. Pain is also a leading cause of hospital presentation and inappropriate pain assessment can impact on pain management and compromise safe and quality care. Evidence-based guidelines that inform appropriate pain assessment and management are therefore essential. This scoping review aimed to explore …

Incretin-Based Medications In Women And Reproduction: A Systematic Scoping Review And Consensus Guidelines For Clinical Practice, Kate Maslin, Jill Shawe, Sinead Blowers, Michael Ceulemans, Kathryn Hart, Sam Schoenmakers, Amihai Rottenstreich, Heather Hopper, Mojca Jensterle, Angela C. Flynn

School of Nursing and Midwifery

Introduction: Pregnancy concurrent with incretin-based medications is contraindicated due to unknown risk of teratogenicity, as is breastfeeding. The aim of this systematic scoping review was to investigate potential risks and benefits of incretin-based medications in relation to preconception, pregnancy, and postnatal health, and to propose expert guidelines for clinical practice.Methods: An international expert multidisciplinary group was formed. Research questions relevant to women's reproductive health and incretin-based medications were refined collaboratively, utilizing a lifecourse approach. A systematic search was undertaken on July 23, 2025, across several databases and grey literature sources. Primary data from human studies were prioritized above animal studies. …

Mobility-Restricting Covenants In Business Contracts: The Case Of Franchising, Francine Lafontaine, Lorenzo G. Luisetto, J.J. Prescott

Articles

Several studies show that restrictive covenants in employment contracts, such as non-compete agreements, may affect employees in detrimental ways, including by reducing mobility and suppressing wages. While such concerns are real, these clauses also have the potential to serve legitimate business purposes by helping companies protect valuable information, which can encourage investment and training and enhance social welfare. This paper explores the use of several types of covenants, including non-competes but also confidentiality and post-relationship non-recruitment clauses, in franchise contracts, an important and accessible category of business contracts. Many of these contracts impose restrictive covenants on franchisees but also on …

Environmental Dna For Endangered Freshwater Mussel Monitoring: A Review On Global Synthesis Of Edna Methods, Challenges, And Innovative Strategies, Mizanur Rahman, Md. Saydur Rahman, Richard J. Kline

School of Earth, Environmental, & Marine Sciences Faculty Publications

Freshwater mussels (family Unionidae) are among the most endangered aquatic species worldwide, making effective monitoring vital for their conservation. Traditional surveys are laborious, time-consuming, and often miss rare or low-density populations. Environmental DNA (eDNA) is a highly sensitive, non-invasive approach for freshwater mussel detection and monitoring; however, uncertainties in ecological interpretation continue to limit its broader application in freshwater biodiversity monitoring. We conducted a systematic review of 49 peer-reviewed studies, identified through an extensive literature search, to assess temporal research trends, methodological advancements, ecological contexts, and regulatory readiness of freshwater mussel eDNA monitoring. Findings show that freshwater mussel eDNA research …

Cmsi Note 23: Vice Admiral Zhang Zheng Likely At The Helm: The Pla Navy’S Apparent New Most Senior Officer, Andrew S. Erickson, Christopher Sharman, Jordan Shaw

CMSI Notes

Key Takeaways:

• Vice Admiral (VADM) Zhang Zheng (张峥) appears to have been promoted to the most senior billet in the People’s Liberation Army (PLA) Navy (PLAN). He seems to have taken up this responsibility as early as December 2025.
• An experienced surface warfare officer, with prior service as the captain of the PLAN’s first aircraft carrier, Liaoning (辽宁舰), as well as commander of the Shandong aircraft carrier battle group (山东航母编队), VADM Zhang is well prepared to lead the PLAN in the “era of three aircraft carriers” (三航母时代).
• Zhang’s wide-ranging experience across the East Sea Fleet (东海舰队); his professional military education …

Pixel Weave: Explore The Craft, Share The Story, Janki Akbari

Theses

Traditional craft practices are often preserved as finished objects rather than experienced as active systems of knowledge. As a result, the techniques, visual logic, and cultural meaning behind these crafts become less accessible to broader audience. Pixel Weave addresses this challenge by translating the double ikat (a premium, highly complex weaving technique in which both the warp (vertical) and weft (horizontal) yarns are individually resist-dyed to a preplanned pattern before being placed on the loom, so that the design only fully emerges once the two dyed yarn sets are woven together) weaving logic of Patan Patola, a centuries old textile …

Identity, Needs, And Conflict Online: Understanding Cultural Fragmentation In The Black Diaspora, Imhile Omosede Dora Akpata

Dissertations and Theses

This study examines how identity formation, intra-diaspora tensions, and social media interactions contribute to fragmentation within the Black diaspora. While existing scholarship, including work by Godfried Asante and Elizabeth Chacoko has emphasized the fluid and socially constructed nature of Black identity, less attention has been given to how these processes operate in practice across diverse diasporic groups and how they are intensified in digital environments. This research addresses this gap by analyzing how individuals negotiate Black identity, how tensions emerge within the diaspora, and how social media shapes and amplifies these dynamics.

Drawing on Social Identity Theory developed by Henri …

A Data-Driven Framework For Mitigating Breast Cancer Overdiagnosis: From Estimation To Risk-Adjusted Computer-Aided Diagnosis, William M. Brown Jr.

LSU Doctoral Dissertations

In Computer-Aided Diagnosis (CAD) of cancer, standard cost metrics (false-positives and false-negatives) fundamentally fail to account for overdiagnosis. Overdiagnosis is a critical scenario where a disease is correctly detected (true-positive) but is biologically indolent and would never have caused the patient harm or symptoms. While widely recognized in the medical community as a major healthcare crisis driving stressful and invasive overtreatment, overdiagnosis remains severely under-researched within computer science and engineering. This dissertation addresses this interdisciplinary gap by defining the three key computational challenges of overdiagnosis: (i) accurate estimation, (ii) harm quantification, and (iii) algorithmic mitigation. To overcome the estimation challenge, …

Space As Experienced: Rendering Urban Interiority Through Research-By-Drawing, Sarah Javed Shah, Giulia Setti

Interiority

Architectural discourse has long privileged space as formally constituted—defined through geometry, enclosure, and typological classification—while its experiential and relational dimensions remain insufficiently examined. This article addresses that gap by proposing a methodological claim: the sequential and cumulative use of analytical drawing enables the investigation of spatial experience in ways that formal analysis and phenomenological description alone cannot achieve. Positioned as an epistemic framework, the research employs drawing not as representation but as a structured mode of inquiry. Five analytical lenses—liminality, permeability, intermingling, ephemerality, and complex interiority—are operationalised through a sequence of drawings that isolate and reconstruct the relational conditions through …

Villa Verde As A Quasi-Object: The Renegotiation Of Spatial Boundaries And Interiority, Tugba Cestel, Senem Kaymaz

Interiority

An architectural object interacts with its user through its functional and formal qualities. However, when stripped of these attributes, it discloses the potential to transform the phenomenal system it inhabits alongside the subject. Drawing on Martin Heidegger’s hammer analysis and Bruno Latour’s Actor-Network Theory, this study explores the relationship between a user and an architectural object that lacks a predefined form or function. It examines how the subject’s intervention can reconfigure such an object into a quasi-object. This relationship establishes a conceptual bridge that can be read through both phenomenological and relational frameworks. In this domain, where spatial boundaries and …

Meanwhile Interiors, Interiority, And Becoming Exterior, Cathy Smith

Interiority

This paper explores the resonances between stakeholder conceptions of 'meanwhile' or transient urban interiors and the notion of interiority as a mobile construct intertwined with wider social and material forces. The focus is on the positioning of these interiors in relation to broader community and neighbourhood agendas, invoking what Jill Stoner describes as a becoming exterior. Although the so-called 'meanwhile use' of vacant or sub-market-condition buildings is an increasingly common tool for activating and managing underused property assets in global cities, much of the existing discourse focuses on policy and placemaking implications rather than design dimensions. Drawing on interviews with …

Acute Opioid Responses Are Modulated By Dynamic Interactions Of Oprm1 And Fgf12, Paige M Lemen, Alexander S Hatoum, Arpana Agrawal, Et Al.

2020-Current year OA Pubs

We generated time-series data for 105 morphine- and naloxone-related traits across ~700 BXD mice (64 diverse strains for both sexes) for 3 hr after a single morphine injection. Variations in responses were mapped using genome sequencing-based genotypes. The locomotor responses to morphine mapped to the µ opioid receptor gene (

Book Review: Unmasking (New) Maternal Realities: Pregnancy, Childbirth, Postpartum In Global Literature, Cinema, And Media, Julie Glickman

Journal of International Women's Studies

No abstract provided.

Relational Knowledge In The Women’S Majlis: Towards A Culturally Grounded Qualitative Methodology In The United Arab Emirates, Gareth Davey, Suaad Al Oraimi

Journal of International Women's Studies

Women-centered qualitative research in the United Arab Emirates (UAE) requires methodological approaches attentive to the places and practices through which Emirati women produce, share, and interpret knowledge. While feminist, decolonial, and participatory methodologies have challenged research approaches centered around men that are adapted for use in the UAE, comparatively little attention has been paid to grounding research in the everyday epistemic practices and social worlds of Emirati women. In this article, we develop a majlis-based relational methodology as a women-centered qualitative approach in the UAE. Our approach is centered on the women’s majlis—an Arabic term meaning a communal gathering place …

Recent Femvertising And The Flying Kick To Patriarchy: A Cross-Cultural Interpretation Of South Asian Media, Saheeh Shafi

Journal of International Women's Studies

This study bridges a critical gap in scholarship on “femvertising”—advertising aimed at women that promotes women’s empowerment—by shifting the focus from the Global North to South Asia’s under-researched media landscape. Using an explanatory sequential mixed-method design, the quantitative phase of the research analyzed 145 femvertising advertisements from India, Pakistan, Bangladesh, and other international campaigns using chi-square tests to examine associations between gender portrayals and three empowerment types: woman-to-woman (solidarity among women), man-to-woman (patriarchal negotiation), and woman-to-self (self-determination). The qualitative phase employed semi-structured interviews with twenty women consumers to explore how they interpret, experience, and respond to these empowerment narratives. Findings …

Career, Self-Worth, And The Need For Self-Care: Understanding Urban Indian Women’S Journeys From Career Break To Re-Entry, Prabha Masilamani, Priya Gupta

Journal of International Women's Studies

Women often take career breaks as a response to major life events such as marriage, childbirth, and migration; nevertheless, the emotional complexities and nuanced decision-making attached to these events are hardly discussed. This study explores the lived experiences of twenty-two urban Indian women from the information technology sector who took career breaks and then returned to work. Using an interpretivist phenomenological approach and reflexive thematic analysis, five themes were identified across the three phases of career transition: before, during, and after the career break. Drawing on feminist frameworks including Kabeer’s (1999) agency within constraints and Kandiyoti’s (1988) patriarchal bargaining, the …