Digital Commons Network^™

Coverage, Traits, And Geographic Distribution Of Online Surgeon Reviews: Large-Scale Cross-Sectional Analysis, Michael Geng, Carlos Riveros, Yash B. Shah, Sanjana Ranganathan, Kai Fok, Renil Sinu Titus, Vatsala Mundra, Eusebio Luna Velasquez, Dharam Kaushik, Allan S. Detsky, Angela Jerath, Benjamin N. Breyer, Yusuke Tsugawa, Christopher J. D. Wallis, Raj Satkunasivam

Student Papers, Posters & Projects

BACKGROUND: The use of online physician rating platforms has significantly increased and has been shown to influence physician selection. There are limited data on the use of these platforms for rating surgeons.

OBJECTIVE: In this study, we sought to assess the geographic distribution of and patterns in rating scores of surgeons in the United States. Additionally, we examined rating volumes across different surgical specialties and the association between peer-nominated and patient-initiated ratings on online rating platforms in the United States.

METHODS: We conducted a cross-sectional study by identifying 201,154 surgeons in the United States via the National Plan and Provider …

Inequality And Well-Being, Sarah E. Boslaugh

Theses

Human well-being has been a topic of interest to philosophers at least since the time of Aristotle, and well-being has also been a core concern of social scientists since the birth of the discipline in the late 18^th century. Some theories of well-being include economic inequality as a factor, and multiple ways to measure this factor have been developed; as with well-being, there is no single best measure of economic inequality and the choice of which measure to use may be based on both theoretical and practical reasons. I argue that income inequality should always be included as a …

Language And Emotional Experience: A Worldwide Study, Natalie Lorange, Chelsea Romney

FHSS Mentored Research Conference

This qualitative study explored how native language influences emotional experience. Fourteen participants from diverse countries were recruited to capture a range of linguistic perspectives and experiences. Data were analyzed using thematic analysis, resulting in four key themes: (1) shared experience as central in creating emotional meaning, (2) the power of words in shaping emotional experience, (3) stronger emotional resonance in native or frequently used languages, and (4) the importance of regional differences in emotional experience. Findings suggest that while emotions may be largely universal, linguistic and cultural differences play a significant role in an individual's emotional identity. The study highlights …

Trading Precarities: How Bangladeshi Freelancers Leverage The Digital Economy Amid Local Insecurity And Ai Disruption, Naim Bin Hasan

Electronic Theses and Dissertations 2020 - Present

This study examines how Bangladeshi freelancers use digital platform work to cope with precarious local labor markets and how this strategy both mitigates and reproduces insecurity. In this form of work, freelancers compete for short-term, skill-based remote jobs posted by global clients. Drawing on 30 in-depth interviews and virtual ethnography, this study challenges dominant Western understandings of the precariat that assume workers fall from stable employment into insecure work. Instead, the findings show that many freelancers enter platform labor strategically as a way out of already unstable and limited local opportunities. While freelancing carries a promise of foreign income, flexibility, …

Drainage Proximity And Sinkhole Occurrence In Sivrihisar (Central Turkey): A Comparative Analysis Of Linear, Poisson, And Negative Binomial Regression Models, Bilge Bingül, Emrah Pekkan, Resul Çömert

International Journal of Speleology

This study investigates the relationship between sinkhole occurrence and distance to drainage in the Sivrihisar region (Central Turkey) and evaluates the suitability of different regression approaches for modeling clustered count data in karst terrains. A comprehensive inventory of 104 sinkholes developed within the Neogene lacustrine limestones of the Akpınar Formation was compiled using official records, remote sensing analyses, and detailed field surveys. Sinkhole occurrences were analyzed relative to a drainage network derived from a high-resolution Digital Surface Model and grouped by proximity to drainage lines. Linear Regression (LM), Poisson Regression (PR), and Negative Binomial Regression (NBR) models were comparatively applied …

Creative Engagement For Community Through The Life-Span, D. Nicole English, Pelgy Vaz

SACAD: Scholarly Activities

Creative Engagement for Community Through the Life-Span

Creative Engagement includes crafts, cultural practices, expressive arts, and activities that bring people together. Having access to such activities enables people to develop healthy habits, social interactions, and build community that can sustain one throughout the lifespan. On-going research indicates that Creative Engagement Activities, and the Communities of Practice that build around them, benefit people throughout the life-span, but become particularly important to older adults, by building resilience and social connections, in the face of inevitable life losses.

https://youtu.be/r3JS5YP-MnM

Breaking The Ice: The Effects Of Climate On Arctic Accessibility & Strategic Capability, Parker J. Peterson, Frank Devito, Alex Guglielmo

FHSS Mentored Research Conference

Arctic sea ice has declined steadily since 1978, reshaping global shipping routes, military postures, and indigenous communities. Reduced ice extent expands access to the Northern Sea Route and Arctic resources while correlating with increased military activity. These changes accelerate economic opportunity but outpace governance, threatening Indigenous wellbeing and regional stability.

Croatian Seagrass Meadows: Time Change Detection Of Loss Due To Anchoring Damage, Eliza J. Hammari, Gabe Mills, Ruth Kerry, Steve Schill

FHSS Mentored Research Conference

Posidonia oceanica in the Croatian seascape is an important seagrass species for carbon sequestration and habitat stability. One of the largest threats to seagrass is boat anchoring. In this study we used satellite imagery to detect changes in seagrass in anchoring hotspots over a seven-year period.

Tracking The Russian Invasion Of Utah Wheat Fields, Eliza J. Hammari, Ruth Kerry

FHSS Mentored Research Conference

Russian thistle (tumbleweed) is one of the most economically damaging weeds for agricultural fields. Using remote sensing methods, thistle presence in Utah wheat fields was measured and spatial patterns were analyzed to examine how weed infestation corresponds with soil water content and wheat yield harvests.

Spatiotemporal Dynamics Of Daily And Per Capita Vmt In California: A County-Level Analysis (2019–2023), Yong Lao, Bo Yang

Mineta Transportation Institute

Vehicle miles traveled (VMT) is a fundamental metric for assessing mobility trends and infrastructure needs. This study examines the spatial-temporal dynamics of daily VMT (DVMT) and per capita DVMT across California counties from 2019 to 2023, covering the pre-, mid-, and post-pandemic periods via GIS mapping and k-means clustering. To identify determinants of per capita DVMT, we compared traditional linear regression approaches (OLS, Ridge, LASSO, Elastic Net) with ensemble tree-based models. Specific results include: the ensemble models estimated using 2019–2022 data delivered substantially higher accuracy, achieving R² values exceeding 0.98; meanwhile, out-of-sample performance on 2023 data remained robust (R² ≈ …

Overcoming Negative Perceptions Of The Sport Of Hockey When Promoting Hockey To African American Parents Of Young Athletes: An Exploratory Study Of Potential Obstacles, George W. Stone

Atlantic Marketing Association Proceedings

No abstract provided.

Geomarketing: Revolutionizing Market Strategies And Enhancing Spatial Decision-Making Through Ai-Driven Insights, Mark J. Sciuchetti Dr., Jianping Huang

Atlantic Marketing Association Proceedings

No abstract provided.

Statewide Coordinated Care For New Mexican Veterans: Viability Assessment & Community Design, Nosa Akol, Zachary Bridgewater, Vincent Delsignore, Emily Graham, Mary Rachel Keville

Voices of Service Symposium

Veterans in New Mexico navigate a fragmented system of support, marked by rural access barriers, limited coordination among providers, and inconsistent pathways to care. To address these longstanding challenges, the New Mexico State Legislature engaged the IVMF to assess readiness for and design a roadmap to a statewide coordinated care network aimed at serving veterans and their families.

Over 2022-2023, the IVMF evaluated the state's readiness for such a network by mapping service providers, assessing collaboration practices, and analyzing demographic and rurality factors. Our team engaged 41 nonprofit and government organizations to understand community needs, current coordination, and perspectives on …

Identifying Major Sources Of Leptospira Interrogans In San Juan Bay And Río Grande De Loíza Estuaries Of Puerto Rico, Logan Mccullers, Dave Bachoon

Biology Theses

This study evaluated the presence of pathogenic Leptospira interrogans, potential carriers, and environmental factors influencing their occurrence in the San Juan Bay Estuary (SJBE) and Río Grande de Loíza (RGDL) watersheds of Puerto Rico from 2024–2025. Detection of this pathogen from water samples was performed using the lipL32 PCR assay. The likely hosts of L. interrogans were determined using fecal source tracking (FST) assays for human (HF-183), canine (BacCan-UCD), equine (HoF597), and rat mitochondrial DNA NADH dehydrogenase subunit 2 gene (RatMt) markers. In 2024, 91 samples were collected (March: 50; June: 41), and in 2025, 124 samples were collected …

Critical Minerals In A Critical Time, Parker J. Peterson, Sophia Budge, Brooks Miner

FHSS Mentored Research Conference

This study evaluates U.S. positioning in rare earth mineral (REM) supply chains by analyzing global mine concentrations and trade alignments. While the U.S. ranks second in production, its critical vulnerability lies in processing, where China controls 60–80% of global capacity. Strategic investment and allied partnerships are essential for long-term supply chain resilience.

Where's Our Water? Invasive Saltcedar's Thirsty Trek Across The Shoreline Of Lake Mead, Mia R. Morgan, Joseph Penrod, Ruth Kerry

FHSS Mentored Research Conference

The prolonged megadrought in Southern Nevada has exposed thousands of acres of former lakebed at Lake Mead, creating an expanding frontier for the invasive shrub Tamarix ramosissima, commonly known as saltcedar. This hardy, non-native species rapidly colonizes the receding shoreline, siphoning up to 200 gallons of water per plant daily and outcompeting native vegetation. Utilizing high-resolution satellite imagery from 2020 and 2025, this research found that saltcedar coverage within a 5 km radius of the lake increased by approximately 76.7%.

Analysis of the spatial data indicates that while the total area of infestation has exploded, the average distance of …

Finding Belonging In A Religious Dominant Society: Religion Among African Migrants In Türkiye, Garrett L. Wride, Stacey A. Shaw

FHSS Mentored Research Conference

As global migration increases each year, so does the need to understand the crossroads between inclusion, wellbeing, and religion. The experience of African migrants living in Türkiye presents itself as a unique case to study migrant wellbeing. Using quantitative and qualitative analysis, this study shows that African migrants in Türkiye belonging to the religious minority have lower scores of wellbeing and social support. Findings point to the need for policy makers and mental health practitioners to ensure migrants can access their religious communities.

Organizing To Engage: A Framework For Conflict Strategy, Paul Mason Carpenter

Dissertations

Conflict strategy can be exceedingly complex. While many of the basics are simple, even the simple can be highly complicated to execute. The Schlieffen Plan in World War I appeared straight forward, but execution was a great deal more complex. It failed and the result was years of trench warfare.  In addition, leaders entering conflict may not fully appreciate the full context, its effect, and the need for a long term result--a better state of peace.

Strategy and tactics may be challenging to transform as an engagement evolves. In addition, strategists must often commit to courses of action within very …

Workforce Dynamics In Michigan's Upper Peninsula: Trends, Shocks, And Projections Through 2030, Iryna V. Lendel

Presentations

Michigan’s Upper Peninsula is navigating a complex economic transition shaped by demographic change, workforce aging, and sectoral concentration. While the region has experienced long-term population decline, its labor force has remained stable due to rising participation among older workers. At the same time, the U.P.’s economy remains highly concentrated in extraction, construction, and production industries. These industries offer strong wages but are sensitive to economic cycles.

This presentation highlights key findings on workforce structure, industry specialization, and the region’s capacity to respond to potential shocks, including major employer closures. Evidence shows substantial skill overlap across industries, creating opportunities for worker …

Workforce Dynamics In Michigan’S Upper Peninsula: Trends, Shocks, And Projections Through 2030, Iryna V. Lendel, Chloe Wieber, Sevrin Williams, Gerrit Anderson, Lee Adams

Upjohn Institute Technical Reports

This report examines the economic and workforce dynamics of Michigan’s Upper Peninsula (U.P.) through 2030, highlighting the region’s ongoing transition during population decline, workforce aging, and structural labor shortages. Despite these pressures, the U.P.’s labor force remains relatively stable due to increased participation among older workers, partially offsetting declines in prime-age cohorts. The region’s economy is highly specialized, with strong concentrations in extraction, construction, and production industries—sectors that offer high wages but are vulnerable to cyclical economic downturns.

Using a combination of demographic analysis, occupational data, and industry projections, the study identifies significant skill overlap across key industries, suggesting potential …

Essays On Effect Of Remote Work Opportunities On Migration And Gender Gap, Aghairza Mammadov

USF Tampa Graduate Theses and Dissertations

This dissertation examines how the expansion of remote work has reshaped key dimensionsof labor market behavior in the United States. By relaxing traditional constraints on where and how people work, remote job opportunities (RJOs) have the potential to alter both geographic mobility and labor market inequality. The first chapter focuses on how remote work affects internal migration patterns, while the second chapter examines its implications for gender differences in employment and wages.

Chapter 1 examines how the expansion of remote job opportunities shapes internal migration patterns in the United States. The expansion of remote job opportunities has decoupled employment from …

The Pathways Study: Findings From Surveys Of People With Recent Experience Of Homelessness In Multnomah County, Kathleen P. Conte, Amy Laird, Desiree' J. Duboise, Susan Avila, Carlton Bone, Transformational Research For Equity And Experience In Shelter (Trees) Committee, Marisa Zapata

Homelessness Research & Action Collaborative Publications and Presentations

As historic levels of funding to resolve and prevent homelessness draws down in Multnomah County, entities providing homeless services want to know the most effective ways of supporting people experiencing homelessness. The “Pathways” study aims to help answer that question. Through surveys and interviews, we sought to understand how people navigate their lives while homeless, and in particular how they interacted with homeless services. Overall, the findings reinforce what previous studies have found: people want housing, need housing to be affordable and within their means, and value helpful effective services. This report presents findings from surveys with 541 people with …

Open Pedagogy In Practice: Using Shareable Consultation Worksheets To Promote Equitable Research Learning, Stephanie E. Ard

All Things Open

One-on-one library research consultations provide valuable support, but it can be challenging for students to recall everything discussed once the meeting is over. To help students continue building their skills after a session, I created a shared, editable online worksheet that captures search strategies, keywords, potential resources, and next steps in one document. Students retain access to their worksheets in Microsoft OneDrive and can choose to share them with peers, allowing the documents to function as open, reusable learning tools that support transparency, student agency, and ongoing engagement, particularly for those who may not be able to return for a …

Complex Systems Mapping Of Fiscal Growth Dynamics At Strategic Maritime Chokepoints Using Time-Series Slopes, Rahul Balamurugan, Preethi Nanjundan, Avichal Sharma

Northeast Journal of Complex Systems (NEJCS)

This study examines how maritime and trading states allocate public resources between defence, health, and economic growth around three strategic chokepoints the Strait of Malacca, the Strait of Hormuz, and the Suez Canal. The analysis extends the classic “guns versus butter” framing by treating defence and health spending as co-evolving components of an interconnected fiscal-growth system. Using World Development Indicators data (1999-2024), trend slopes are estimated for military spending (% of GDP), healthcare spending (% of GDP), and GDP growth (annual %). Two derived indicators are computed, a defence-to-health slope ratio (military slope/health slope) and a fiscal-balance proxy (health slope …

Statement From The Indiana Academy Of The Social Sciences And Board Of Directors

Midwest Social Sciences Journal

No abstract provided.

Volume 28, Issue 2 Full Contents

Midwest Social Sciences Journal

No abstract provided.

Rising Numbers, Rising Risks: Population, Growth, And Natural Disasters, Sophia Becker-Toro, Yu Ouyang

Midwest Social Sciences Journal

How does population size and growth affect the risk of natural disasters? On October 7, 2024, before Hurricane Milton makes landfall in the Tampa Bay area, Tampa Mayor Jane Castor issues a dire warning to affected citizens: “I can say without any dramatization whatsoever. If you choose to stay in one of those evacuation areas, you’re going to die.” While there is an extensive literature which focuses on the impact of climate change and/or natural disasters, there is a dearth of works on how population affects the risks of natural disasters. As both the frequency and severity of storms and …

George C. Roberts Award Recipients

Midwest Social Sciences Journal

No abstract provided.

Submission Guidelines

Midwest Social Sciences Journal

No abstract provided.

Is Home Birth A Choice? Racial And Geographic Differences In Unintended Home Births In The U.S., Anna De La Paz

Population Health Research Brief Series

Home births that happen without planning or medical support (i.e., unintended home births) carry a higher likelihood of adverse outcomes, such as low birth weight, preterm birth, and hypothermia. This data slice summarizes findings using data from CDC WONDER (2017–2023) on racial, regional, and metropolitan status differences in home births among women ages 15–44 in the U.S. Findings show that unintended home births are disproportionately concentrated among non-Hispanic Black women, with rates varying substantially by region and metropolitan status.