Digital Commons Network^™

A Novel Deliberative Multicriteria Evaluation Approach To Ecosystem Service Valuation, Georgia Mayrommati, Mark E. Borsuk, Richard B. Howarth

New Hampshire EPSCoR

Although efforts to address ecosystem services in decision making have advanced considerably in recent years, there remain challenges related to valuation. In particular, conventional economic approaches have been criticized for their inability to capture the collective nature of ecosystem services, for their emphasis on monetary metrics, and the difficulty of assessing the value of ecosystem services to future generations. We present a deliberative multicriteria evaluation (DMCE) method that combines the advantages of multicriteria decision analysis with a deliberation process that allows citizens and scientists to exchange knowledge and evaluate ecosystem services in a social context. Compared with previous applications we …

Stprompt++: Prompting Vision-Language Models For Weakly Supervised Video Anomaly Detection And Fine-Grained Localization, Peng Wu, Chengyu Pan, Guansong Pang, Xiangteng He, Zhiwei Yang, Peng Wang, Yanning Zhang

Research Collection School Of Computing and Information Systems

Traditional weakly supervised video anomaly detection (WSVAD) tasks typically rely on coarse-grained frame-level labels for training. Although this approach reduces annotation costs, it results in weak semantic understanding and spatial localization capabilities due to the absence of fine-grained annotations, hindering precise pixel-level anomaly detection and localization. Thanks to the success of vision-language models (VLMs), e.g., CLIP, recent approaches leveraging large VLMs focus on exploiting their strong semantic understanding capabilities, but they typically feed only keyframes or short video segments into the models, without supplying sufficient prior contextual information (e.g., contextual frames around anomalies, zoomed-in anomaly regions, and detailed anomaly descriptions), …

Social Emotional Learning (Sel) For Secondary English Language Learners (Ells), Summer E. Wallace

Honors Projects

This literature review and unit plan seeks to understand what Social Emotional Learning (SEL) is and provide resources to educators on its importance in the classroom. The literature review provides an overview of peer-reviewed sources from various educational journals, as well as online publications. It also contains interviews with two educators currently in the field. This project examines the benefits of SEL within the classroom and beyond, and proposes steps and considerations for implementing SEL into the classroom. It also includes specific provisions for SEL instruction to secondary English Language Learners (ELLs). Additionally, it discusses specific strategies to implement in …

Talking Through Our Difference: Testing The Moral Attitude Dynamic Model For Mitigating The Polarization Along Cultural War Issues, Mengyao Xu

Academic Affairs

This study examines the dynamic nature of polarization by applying the Moral Attitude Dynamic Model (MADM) to immigration discourse. Combining computational analysis of congressional debates with a randomized experiment (N = 1,402), it identifies context-specific moral foundations and evaluates MADM-informed moral reframing strategies. Results show that such messages reduce reactance and, under certain conditions, decrease social distance. Findings extend Contingency Theory by validating MADM as a dynamic, data-driven approach to polarization mitigation.

Community College Librarian Needs Assessment: Academic Status And Research Interest, Christine (Mi-Seon) Kim, Stephanie Delano Davis

Publications and Research

This pilot study explores the results of the Spring 2023, “Needs Survey for Community College Librarians” conducted by the Community and Junior College Libraries Section (CJCLS).  CJCLS is a section of the Association of College and Research Libraries (ACRL), a division of the American Library Association (ALA). One hundred and seventeen individuals participated in the survey. The survey asked community college librarians about their academic employment status and publication requirements, their interest in research, and the support for research available to them at their institutions. The key findings of this research show a broad range of academic status classification among …

Addressing The Challenges Of Cognitive Decline In The Physician Workforce, Sharona Hoffman

Faculty Publications

This book chapter examines the growing challenge of cognitive decline among aging physicians and analyzes various approaches to addressing it. In 2024, twenty percent of working physicians were sixty-five or older, and evidence suggests that 12-14% of older clinicians have cognitive deficits that may affect job performance. The chapter evaluates two primary approaches to cognitive assessment: employer-initiated programs and programs operated by state medical boards. Employer "late career practitioner policies" (LCPP) that require older physicians to undergo testing are becoming increasingly popular among health care organizations. But they are vulnerable to challenge under disability and age discrimination laws, as evidenced …

Fragmented Data Privacy Statutes And Political Insecurity In The Face Of Dormant Commerce Clause Challenges, Filip Malesev

Student Works

No abstract provided.

Constitutional Limits On Occupational Licensing Bans As Collateral Consequences Of A Criminal Conviction, Imran Rabbani

Student Works

No abstract provided.

Ai: Governance Patchwork To A Unified Regulatory Regime, Vamsi K. Revuru

Student Works

No abstract provided.

Cyberbullying And Free Speech Considerations Under The New Jersey Anti-Bullying Bill Of Rights Act, Jesse R. Place

Student Works

No abstract provided.

Revising The Role Of Minors And Their Participation In Their End-Of-Life Care: An Argument For A Shared Decision-Making Model Rooted In Pediatric Patients’ Decision-Making Capacity, Taylor Talcott

Student Works

No abstract provided.

A House Of Cards: Humphrey’S Executor, Trump V. Slaughter, Latombe, And The Structural Vulnerability Of The Eu-Us Data Privacy Framework, Noah Jaffe

Student Works

No abstract provided.

A Franciscan Approach To Lawyering, Christopher C. Van Haight

Student Works

No abstract provided.

Employer Sanctions As Market Regulation: A Comparative Study Of The Eu Employers Sanctions Directive And The U.S. Irca, Wagma Noor Isaczai

Student Works

No abstract provided.

Multidisciplinary Practices (Mdps) In Elder Law, Bryan Koslow

Student Works

No abstract provided.

The Doctrine Of Christian Discovery: How Medieval Papal Authority Shaped U.S. Property Law And Continues To Deny Justice To Indigenous Nations, Colin Sumner

Student Works

No abstract provided.

Tackling Climate Disinformation: A Comparative Analysis Of Enforcement Power V. Remedial Strength, Sebastien Decker

Student Works

No abstract provided.

Logupdater: Automated Detection And Repair Of Specific Defects In Logging Statements, Renyi Zhong, Yichen Li, Jinxi Kuang, Wenwei Gu, Yintong Huo, R. Michael Lyu

Research Collection School Of Computing and Information Systems

Developers write logging statements to monitor software runtime behaviors and system state. However, poorly constructed or misleading log messages can inadvertently obfuscate actual program execution patterns, thereby impeding effective software maintenance. Existing research on analyzing issues within logging statements is limited, primarily focusing on detecting a singular type of defect and relying on manual intervention for fixes rather than automated solutions.To address the limitation, we initiate a systematic study that pinpoints four specific types of defects in logging statements (i.e., statement code inconsistency, static dynamic inconsistency, temporal relation inconsistency, and readability issues) through the analysis of real-world log-centric changes. We …

Faculty Handbook, Georgia Southern University

Faculty Handbooks

Faculty Handbook for Georgia Southern University for the 2026-2027 academic year. The Faculty Handbook is published online by the Office of the Vice President for Academic Affairs and archived in Digital Commons@Georgia Southern.

Supporting Bibliodiversity And Access Through Library Resource Sharing, J. Silvia Cho

Publications and Research

Librarians, with their core values of access, intellectual freedom, stewardship and democracy, share bibliodiversity advocates’ vision of an eco-social system of diverse cultures and reading as a democratic and emancipatory practice. Librarians bolster bibliodiversity by collecting inclusively, critically reviewing and decolonizing library collections, and centering access. Building on previous discussions on the role of open access in strengthening bibliodiversity, this paper acknowledges and articulates how interlibrary loan and library resource sharing also support bibliodiversity. Doing so is important to augment advocacy and support for these services. Advancing solutions to challenges in resource sharing means also advancing towards bibliodiversity goals, supporting …

Using Randomization To Compare Ai And Expert-Generated Formative Assessment Questions In Medical Education, Akshat Kumar, Katie Stinson, Litao Wang, Elizabeth Nugent, Yongsu Lee, Mark Hormann, Latanya Jones Love, Toufeeq Ahmed Syed

Faculty, Staff and Student Publications

Background: AI-generated content is being used across the education spectrum and is beneficial for creating complex multiple-choice questions, such as those used in medical education. However, evaluating AI-generated content is challenging, and existing testing and evaluation methods are falling short. This study uses randomization to compare medical students' performance on and subjective evaluation of AI versus expert-generated questions. We hypothesized that there would be no difference in student performance or subjective evaluation of AI vs expert-generated questions.

Methods: We designed a single-center, randomized study where medical student participants received either one AI- or expert-generated question per day over four weeks. …

When Probiotics Guidelines Differ: A Practical Guide For Clinicians And Researchers, Geoffrey A Preidis, Hania Szajewska, Marla Cunningham, Howard Bauchner, Daniel J Merenstein

Faculty, Staff and Students Publications

Many professional organizations publish clinical practice guidelines for the use of probiotics in gastrointestinal disorders. Generally, no two guidelines align perfectly, and some differ markedly. These discrepancies occur because clinical practice guidelines are not purely mechanical outputs of data synthesis. They are shaped by structured interpretation, value judgments, and predefined thresholds for uncertainty. These elements become particularly visible when effect sizes are small, heterogeneity is high, and outcomes vary in clinical relevance-as is the case with probiotic research. This article examines why discordance among probiotic guidelines is predictable and provides practical guidance for clinicians who must decide among conflicting recommendations …

Social Procurement As A Catalyst For Dei In Construction: Some Takeaways For Hrm?, Jennifer Waterhouse, Robyn Keast, Judy Lundy, Martin Loosemore

Research outputs 2022 to 2026

Purpose: Diversity, equity and inclusion (DEI) initiatives aim to foster workplaces where all employees feel valued and can add value. Increasingly, the success of these initiatives is influenced by environments and interactions beyond organisational boundaries, including recent backlash. Despite this, most DEI research remains focused on intra-organisational aspects and human resource management (HRM) activities. The purpose of this paper is to introduce social procurement as a novel and promising framework for advancing DEI in theory and practice through a collaborative, inter-organisational approach that has the potential to overcome institutional barriers and mitigate backlash. Design/methodology/approach: Data were collected through 15 in-depth …

Ecogeomorphic Feedbacks Influence Elevation Change Across Microtidal Wetland Settings Of Coastal Louisiana, Carol Wilson, Tracy Quirk, Donald R. Cahoon, Gregg A. Snedden, Leigh Anne Sharp

Faculty Publications

No abstract provided.

Long Range Battery-Free Wireless Power Transfer Testbed For Underground Mines Iot And Lpwan Devices, Anabi Hilary Kelechi, Samuel Frimpong, Sanjay Madria

Mining Engineering Faculty Research & Creative Works

Underground mines are susceptible to occasional roof falls and cave-ins, temporarily destroying the existing wireless communications and telemetry infrastructure. During this temporary outage, intermittent provision of electrical energy wirelessly to the already deployed low-power wireless area networks (LPWAN) and Internet of Things (IoT) devices assumes a fundamental requirement. In this article, we propose and design a long-range far-field radio frequency (RF) wireless power transfer (WPT) testbed to power LPWAN and IoT devices at 35 m in an underground mines facility. Class AB external power amplifier (PA) was introduced to achieve a long-distance RF WPT, in the 880 MHz band. Thus, …

Quantifying Customer Sentiment For Automobile Brand Perception Analysis Using Machine Learning On Twitter, Sujith Samuel Mathew, Kadhim Hayawi, Neethu Venugopal, May El Barachi

All Works

Social networking sites provide a platform for individuals to express their opinions publicly. Brand managers actively use these platforms to gain insights into brand perceptions, as users often share their views on products and services. In this study, we use sentiment analysis to assess customer sentiment towards five leading automobile brands, analyzing text content shared on Twitter(or X). The research models the ’Brand Polarity Score’, which indicates whether customers perceive the brand positively or negatively. This score is further weighted based on the tweet’s influence, characterized by the engagement metrics of the tweet and the author’s follower count. We also …

Over A Century Of Global Decline In The Growth Performance Of Marine Fishes, Helen F. Yan, Hannah V. Watkins, Alexandre C. Siqueira, David R. Bellwood

Research outputs 2022 to 2026

Human-driven pressures are causing large-scale changes in the ecologies and life histories of fishes. Growth performance is a composite life-history trait that captures the trade-off between two fundamental traits: growth and body size. Here, we assess the impacts of fishing and temperature on the growth performance of marine teleost fishes globally over the last century. Using 7683 growth curves encompassing 1479 species, we find a global pattern of decline in growth performance from 1908 onwards, with the greatest declines in commercially valuable fishes. Indeed, managed fisheries experienced a 9% decline in growth performance over the last century, which can equate …

A Performance-Optimized V2v Task Offloading Framework For Real-Time Vehicular Communication, Tariq Qayyum, Asadullah Tariq, Ikbal Taleb, Mohamed Adel Serhani, Zouheir Trabelsi

All Works

As vehicular applications become increasingly complex, their computational demands often exceed the capabilities of individual vehicles. Vehicular Edge Computing (VEC) alleviates this limitation by enabling task delegation to nearby edge resources; however, high mobility, dynamic topology, and fluctuating vehicle density make real-time offloading decisions challenging. To address these issues, we propose a performance-optimized Vehicle-to-Vehicle (V2V) task offloading framework for dense and dynamic Vehicular Ad-hoc Networks (VANETs). The framework follows a two-stage design: (i) context-aware edge-node selection based on live topology capture via periodic beaconing, and (ii) cumulative score-based dynamic priority queuing at the selected edge node. The priority score jointly …

Generative Ai Adoption And Solvers' Popularity On Supply-Driven Crowdsourcing Platforms: The Dual Role Of Price Signals, Zimeng Zhu, Carol Hsu, Fiona Fui-Hoon Nah, Na Liu

Research Collection School Of Computing and Information Systems

Purpose – We investigate the effect of solvers’ adoption of Generative AI (GenAI) on their popularity in a supply-driven crowdsourcing platform. We also examine the impact of price signals as well as their heterogeneous impact based on the solvers’ membership duration on the platform. Design/methodology/approach – Our analysis focuses on solvers who adopt GenAI for design-related gigs on the supply-driven crowdsourcing platform. By combining propensity score matching (PSM) with multi-period difference-in-differences (DID), we examine how GenAI adoption impacts solvers’ popularity and how price signals affect this main effect. Findings – Our findings reveal that solvers who adopt GenAI tend to …

Impact Of School Nurse Education On Factors Influencing Hpv Vaccine Communication With Parents, Jihye Choi, Efrat K Gabay, Jeanette Deason, Elizabeth Baumler, Diane Santa Maria, Daisy Mullassery, Lara S Savas, Erika Thompson, Sanghamitra M Misra, Paula M Cuccaro

Faculty, Staff and Student Publications

Human papillomavirus (HPV) can cause six cancer types but can be prevented with timely vaccination in early adolescence. However, despite the wide availability of the HPV vaccine, uptake remains suboptimal among US adolescents. School nurses are invaluable resources to students and their families regarding adolescent immunization needs. As part of the All for Them vaccination program, we assessed the impact of the continued nurse education (CNE) intervention on school nurses’ HPV vaccine communication with parents. Seventy-two school nurses and nurse administrators in Texas participated in the study. Using a single-arm study design, we measured participants’ potential barriers to and self-efficacy …