Statistics For Social Scientists Who Are A Little Afraid Of Them, Kristie L. Campana

MSU Authors Collection

This is a free textbook aimed at helping advanced undergraduate/beginner graduate students navigate statistics in the social sciences. All resources for this book are released under a creative commons license CC BY-SA 4.0. which means you are able to share, copy, and distribute the material in any medium or format, and that you can adapt and transform upon this content for any purpose. However, this can occur only under the following terms:

You must give appropriate attributions to the text, provide a link to the license, and indicate if any alterations to the text have been made. This can be …

Safety And Effectiveness Of Bolt-Mounted Versus Tunnelled External Ventricular Drains: A Systematic Review, Meta-Analysis And Trial-Sequential Analysis, Shaan Patel, Shiva A. Nischal, Ayush Sinha, Kush Kale, Pious D. Patel, Jack Jallo, Srinivas K. Prasad

Department of Neurosurgery Faculty Papers

BACKGROUND: External ventricular drains (EVDs) are fundamental to neurocritical care, yet substantial procedural heterogeneity persists, particularly regarding bolt-mounted versus tunnelled catheter fixation. The relative safety and effectiveness of these approaches remain unclear, with conflicting data from observational studies and a lack of trial-level evidence.

OBJECTIVE: To compare bolt-mounted and tunnelled EVDs across accuracy, reoperation, and key safety outcomes using systematic review, meta-analysis, and trial-sequential analysis.

METHODS: Following PRISMA guidelines, PubMed, Embase, and CENTRAL databases were searched (November 2025) for randomised or observational studies comparing bolt-mounted with tunnelled EVDs in adults. Two reviewers independently screened studies, extracted data, and assessed risk …

Genomics Reveal Staphylococcus Aureus Persists During Long-Term Urinary Catheterization Despite Antimicrobial Therapy And Catheter Exchanges, Jesus M Duran Ramirez, Chelsie E Armbruster, Blake M Hanson, Jennifer N Walker

Faculty, Staff and Student Publications

Urinary catheters, the most frequently placed medical devices in the US, increase the risk of developing symptomatic catheter-associated urinary tract infection (CAUTI) and asymptomatic bacteriuria (ASB) - the presence of bacteria in the urine - with those requiring long-term urinary catheters (LTUCs) at highest risk. While ASB and CAUTI are caused by a broad range of uropathogens, most remain understudied. We use whole-genome sequencing to investigate the understudied uropathogen, Staphylococcus aureus. Analysis of 153 longitudinal S. aureus isolates previously collected from urinary catheter or urine samples from 20 individuals with LTUCs (average of 8 longitudinal isolates/person) demonstrates that most strains …

Long-Term Trends In Harmful Algal Blooms And Key Environmental Variables Off Southwest-Central Florida, Zayna Sampson, Digna Rueda Roa, Lilly Verrill, F. Muller-Karger

Making Waves REU

• We analyzed long-term trends in satellite Sea Surface Temperature (SST), Chlorophyll-a (Chl-a), and Algal Bloom Index (ABI). We compared them with in-situ Harmful Algal Blooms (HAB) counts in Southwest-Central Florida.
• Our statistics were based on anomalies to remove the seasonal signal, making it easier to observe inter-annual changes.
• The region experienced significant long-term increases in SST, with offshore areas warming faster than nearshore (offshore: >0.06 °C/year, close to shore: <0.05 °C/year).
• Both Chl-a and ABI showed weak but significant long-term decreases offshore.
• There were no significant correlations between HAB and satellite anomalies of SST, Chl-a, or ABI (p>0.1).

Accuracy Of Glenohumeral Joint Center Of Rotation Estimates Using Traditional Motion Capture Versus Bi-Plane Fluoroscopy, Julia A. Dunn, Ola Alsaadi, Kevin Shelburne, Michelle B. Sabick

Mechanical and Materials Engineering: Faculty Scholarship

Accurate estimation of the glenohumeral joint center of rotation is critical for biomechanical modeling of shoulder motion. This study evaluated the accuracy of three predictive methods for estimating glenohumeral joint center of rotation using optical motion capture, compared against a benchmark derived from synchronous bi-plane fluoroscopy. Five healthy adults performed shoulder abduction, flexion, and external rotation in 90° abducted and adducted positions. Root mean square error and axial errors were calculated across the full range of motion. Results showed that none of the predictive methods met clinically acceptable thresholds, with absolute error exceeding 10 mm and axial errors surpassing ±5 …

Fortifying Technologic Innovation In National Defense: Strategic Security Imperatives For Research And Acquisition, Diane Dieuliis, James Giordano

Strategic Insights

This commentary examines new Department of War initiatives designed to strengthen security protections for defense-funded research within the U.S. defense industrial base. The authors argue that safeguarding innovation is now as critical as accelerating it, particularly as strategic competition intensifies in fields such as artificial intelligence, biotechnology, quantum information science, and advanced materials. The article highlights the importance of a “security-by-design” approach that integrates risk assessment, monitoring of foreign influence, and protection of intellectual property throughout the research and development process. It also emphasizes collaboration among government, academia, and industry to protect sensitive technologies while preserving scientific openness. Strengthening research …

Supreme Court Arguments Show Skepticism About Letting Trans Girls And Women Play In Women’S Sports, Arthur S. Leonard

Other Publications

No abstract provided.

A Novel Vision Transformer Model Produces Clock Drawing Test Scores As Accurate As Expert Human Coders, Mengyao Hu, Tian Qin, Richard Gonzalez, Vicki A Freedman, Laura B Zahodne, Edmundo R Melipillán, Yi Lu Murphey

Faculty, Staff and Student Publications

Alzheimer's disease and related dementias is a growing public health concern. The clock-drawing test, where subjects draw a clock, typically with hands showing 11:10, has been widely used for dementia screening. A limitation of including the clock-drawing test in large-scale studies is that it requires manual coding, which could result in biases if coders interpret and implement coding rules differently. This study created and evaluated an intelligent Clock Scoring system built with deep learning neural networks to automatically code clock-drawing images. We used a large, publicly available repository of clock-drawing images from the 2011-2019 National Health and Aging Trends Study …

Social Equity And Cannabis Explained: History, Regulatory Implementation And The Drug War Reform Efforts 01-13-2026, Roger Williams University School Of Law

School of Law Conferences, Lectures & Events

No abstract provided.

Investigating Host Factors In Coronavirus Assembly And Egress, Surovi Binte Sharmin Mohona

Dissertations

Coronavirus (CoV) structural proteins congregate at the ER-Golgi intermediate compartments (ERGIC) prior to virus budding into the organelle lumen. Subsequent trafficking and fusion of virus-containing, ERGIC-derived vesicles then release nascent viruses from infected cells. Our findings in this dissertation illuminate mechanisms by which CoV structural proteins coalesce at the virus assembly and budding sites. The cytoplasmic tails of all CoV spike (S) glycoproteins contain variants of a consensus KxKxx coatomer-binding motif. Host coatomer complexes facilitate retrograde trafficking of client cargo proteins via recognition of such motifs. Utilizing reverse genetics methodologies, we introduced variations in the S coatomer motif in a …

Book Review: Best Practices For Mentoring In Online Programs: Supporting Faculty And Students In Higher Education, Cheryl Burleigh

Journal of Online Mentoring

This book review examines Ko and Zhadko’s (2023) practical guide to designing and sustaining mentoring systems in virtual learning environments. The review highlights the book’s dual focus on faculty and student mentoring, emphasizing structured, institutionally supported models that promote collaboration, professional growth, and learner persistence. Key strengths include the inclusion of actionable tools and templates, as well as thoughtful attention to both synchronous and asynchronous mentoring modalities. However, the book relies largely on descriptive approaches, with limited empirical evidence and less balanced depth across faculty and student mentoring discussions. Overall, the book is positioned as a timely and valuable resource …

Mini-Hyper-Cvd Plus Venetoclax And Navitoclax For Relapsed/Refractory Acute Lymphoblastic Leukemia, Nicholas J Short, Hagop Kantarjian, Nitin Jain, Tapan M Kadia, Jayastu Senapati, Fadi G Haddad, Manuel M Maroun, Koji Sasaki, Lianchun Xiao, Xuelin Huang, Omer Karrar, Regina Abramova, Min Zhao, Rebecca Garris, Marina Konopleva, Farhad Ravandi, Elias Jabbour

Faculty, Staff and Student Publications

No abstract provided.

Committee Meeting Minutes 1-13-26, Unk Student Government

Committee Meeting Minutes

No abstract provided.

Environmental Degradations In Images: Analysis, Restoration, And Applications, Harsh Bhandari

Doctoral Theses

This thesis investigates computational models and methodologies for restoring images degraded by challenging environmental conditions such as haze and underwater environments. It further explores the analysis and estimation of particulate matter (PM) concentration from both day and night scenes under varying weather conditions, using degraded visual data as a primary input. Each environment introduces distinct forms of visual degradation, making image restoration a critical challenge that directly impacts applications including visibility enhancement, weather analysis, particulate concentration estimation, and object detection. By addressing these challenges, this thesis aims to develop adaptable, data-driven solutions that enhance image clarity and improve information extraction …

The George-Anne Daily, Georgia Southern University

George-Anne Media Group: Newsletters & Magazines

No abstract provided.

A Real-Time Mobile Robotic System For Crack Detection In Construction Using Two-Stage Deep Learning, Emmanuella Ogun, Yong Ann Voeurn, Doyun Lee

Civil Engineering & Construction: Faculty Publications

The deterioration of civil infrastructure poses a significant threat to public safety, yet conventional manual inspections remain subjective, labor-intensive, and constrained by accessibility. To address these challenges, this paper presents a real-time robotic inspection system that integrates deep learning perception and autonomous navigation. The proposed framework employs a two-stage neural network: a U-Net for initial segmentation followed by a Pix2Pix conditional generative adversarial network (GAN) that utilizes adversarial residual learning to refine boundary accuracy and suppress false positives. When deployed on an Unmanned Ground Vehicle (UGV) equipped with an RGB-D camera and LiDAR, this framework enables simultaneous automated crack detection …

Disparities In School Discipline For Middle And High Schools In Shelby County Schools And Surrounding Suburban Municipalities, Robert Arnold

Electronic Theses and Dissertations Archive

This study explores how the use of proactive and reactive discipline strategies, as contained in schools’ student handbooks and codes of conduct, are related to school and neighborhood characteristics. The neighborhood and school level characteristics consist of urbanicity, socioeconomic need, racial composition, attendance rates, suspension rates, and academic performance. The total sample consists of 93 middle and high schools in the Shelby County School District (the most populous urban district in Tennessee) and its surrounding suburban municipal districts of Bartlett, Millington, Collierville, Arlington, Lakeland and Germantown. The geospatial analysis and logistic regression analysis reveal that proactive discipline approaches and alternatives …

Understanding Higher-Order Motion Terms In Image Sequences, Fisseha Admasu Ferede

Electronic Theses and Dissertations Archive

This dissertation presents a comprehensive framework for learning accurate, and physically meaningful representation of motion from image sequences. The central theme of this work lies in advancing optical flow estimation from discrete-time two-frame formulation toward a continuous time multi-frame model capable of learning higher-order motion terms and dynamics, with wide ranging applications including developing structural disease biomarkers from medical images. We first develop SSTM (Spatiotemporal Recurrent Transformer for Multi-Frame Optical Flow Estimation), a deep learning model that leverages a sequence of multi-frames to infer accurate optical flow by learning temporal dependencies across successive motion cues. The architecture integrates recurrent 3D …

Cardozo Law Photograph Collection, Dr. Lillian & Dr. Rebecca Chutick Law Library

Finding Aids

The Benjamin N. Cardozo School of Law Photograph Collection documents the history of the law school through photographs of faculty, students, alumni, commencements, academic conferences, lectures, receptions, and other institutional events. The collection includes photographic prints, negatives, and related papers dating from the late 1970s through the 2010s, with the bulk of materials dating from the 1990s and 2000s. This finding aid provides a container-level inventory of the collection.

Extent: 4 linear feet (4 photograph boxes) and 2 oversize boxes (20 × 16 × 5 inches each).

Provenance: Compiled by former Cardozo Law administration and communications staff and subsequently transferred …

36th Annual Mlk Jr. Gospel Festival Returns To Bloomington-Normal, Jeffery Woodard

Press Releases 2020-2029

No abstract provided.

Genome-Wide Gene By Sleepiness Interaction Analysis For Sleep Apnea, Pavithra Nagarajan, Nuzulul Kurniansyah, Jiwon Lee, Sina A Gharib, Yushan Xu, Yiyan Zhang, Brian Spitzer, Tariq Faquih, Hufeng Zhou, Eric Boerwinkle, Han Chen, Daniel J Gottlieb, Xiuqing Guo, Nancy L Heard-Costa, Bertha A Hidalgo, Daniel Levy, Peter Y Liu, Hao Mei, Rebecca Montalvan, Sutapa Mukherjee, Kari E North, George T O'Connor, Lyle J Palmer, Sanjay R Patel, Bruce M Psaty, Shaun M Purcell, Laura M Raffield, Stephen S Rich, Jerome I Rotter, Richa Saxena, Albert V Smith, Katie L Stone, Xiaofeng Zhu, Topmed Sleep Trait Working Group, Brian E Cade, Tamar Sofer, Susan Redline, Heming Wang

Faculty, Staff and Student Publications

Study objectives: Excessive daytime sleepiness (EDS), influenced by environmental and social-behavioral factors, is reported by a subset of patients with sleep apnea-a group that may be at elevated cardiovascular risk. However, it is unclear whether sleep apnea with and without EDS have distinct genetic underpinnings. In this study, we perform gene-by-EDS interaction analyses for apnea hypopnea index, a diagnostic marker of sleep apnea severity, to understand EDS's influence on its underlying genetic risk.

Methods: Discovery interaction analyses for common variants and gene-based rare variants were conducted respectively using multi-ethnic Trans-Omics for Precision Medicine (N = 11 619) data, followed by …

Perioperative Fluid Management In Pancreaticoduodenectomy In The Era Of Goal-Directed Fluid Therapy: A Review Of The Literature, Meghan D Grim, Richard Zheng, Nader Hanna, Harish Lavu, Charles J. Yeo, Avinoam Nevler

Department of Surgery Faculty Papers

BACKGROUND: Pancreaticoduodenectomy (PD) is the only curative option for localized pancreatic head and periampullary malignancies. However, PD is associated with significant perioperative morbidity. Perioperative fluid management has emerged as an important modifiable factor influencing surgical outcomes in PD.

METHODS: In this qualitative review, PubMed/Medline searches were performed between March and August 2025 to review the terms "pancreaticoduodenectomy," "fluid management," "Enhanced Recovery After Surgery," "complications," and related terms.

RESULTS: Historically, liberal fluid administration was favored to compensate for third-space losses, but contemporary evidence has linked excessive fluid volumes to complications, such as postoperative pancreatic fistula, anastomotic edema, and increased inflammatory responses. …

No More “Vague Handwaving”: Applying The Overlooked “Person Aggrieved” Provision Of The North Carolina Administrative Procedure Act To Election Litigation, William Allred

Duke Law Journal

The North Carolina Administrative Procedure Act requires claimants against state agencies to be “persons aggrieved,” meaning they have been “affected substantially” in their “person, property, or employment” by the challenged agency action. But in the 2024 general election, North Carolina state courts largely ignored this requirement, permitting plaintiffs to sue based on allegations of harm that some considered to reflect no more than “vague handwaving about election integrity.” This fact-light litigation strained state resources and reduced ballot access. But the solution is not so simple as just reminding courts that a statute exists. State appellate courts have never explained how …

Influence Of Co2 Curing On Carbonation Depth, Phase Composition, And Micro-Mechanical Properties Of Fbc Ash-Blended Cementitious Materials, Heejung Jun, Seongho Han, Sanghwon Wi, Jinyoung Yoon

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

This study investigates the physicochemical and mechanical performance of cementitious composites incorporating fluidized bed combustion (FBC) ash under accelerated carbon dioxide (CO₂) curing. FBC ash, due to its high contents of free calcium oxide (CaO) and sulfate (SO₃), has been reported to cause challenges, such as volume instability and lower early-age strength. To address these limitations, CO2 curing was applied to promote accelerated carbonation and stabilize the hydration products. Cement paste and mortar samples, made with up to 40 % by cement weight replacement with FBC ash (labelled CF), were subjected to either CO₂ curing …

Insights On Global Rangeland Ecosystem Services Shaped By Grazing And Fertilization, Laura Yahdjian, Sofía Campana, Pedro M. Tognetti, Juan Alberti, Pamela Graff, Cecilia Molina, Elizabeth T. Borer, Eric W. Seabloom, Suzanne M. Prober, Andrew S. Macdougall, Anita C. Risch, Jodi N. Price, Sally A. Power, Isabel C. Barrio, Erika Hersch-Green, Philip A. Fay, Sumanta Bagchi, Jonathan D. Bakker, Dana Blumenthal, Elizabeth H. Boughton, Cynthia S. Brown, Miguel N. Bugalho, Marc Cadotte, Maria C. Caldeira, Jane A. Catford, Clinton Carbutt, Qingqing Chen, Scott L. Collins, Thomas W. Crowther, Carla D’Antonio, Christopher R. Dickman

Michigan Tech Publications

Rangelands are crucial to human well-being, but their ability to provide ecosystem services is threatened. We (1) quantified key ecosystem services provided by rangelands, (2) assessed short- and long-term impacts of fertilization (nutrient addition) and the exclusion of large grazing herbivores with fences (herbivore exclusion) on services, and (3) identified synergies and trade-offs among services. We measured indicators of ecosystem services and plant diversity at 79 sites across six continents in the global Nutrient Network. Short-term herbivore exclusion increased forage quantity and soil fertility, but longer-term herbivore exclusion decreased both along with plant richness and pollination. Nutrient addition improved forage …

Prevalence Of And Factors Associated With Nurse Burnout In The Us, Megha K. Shah, Nikhila Gandrakota, Jeannie P. Cimiotti, Neena Ghose, Miranda Moore, Mohammed K. Ali

Individual Open Access Articles

IMPORTANCE Clinician burnout is a major risk to the health of the US. Nurses make up most of the health care workforce, and estimating nursing burnout and associated factors is vital for addressing the causes of burnout.

OBJECTIVE To measure rates of nurse burnout and examine factors associated with leaving or considering leaving employment owing to burnout. DESIGN,

SETTING, AND PARTICIPANTS This secondary analysis used cross-sectional survey data collected from April 30 to October 12, 2018, in the National Sample Survey of Registered Nurses in the US. All nurses who responded were included (N = 50 273). Data were analyzed …

Ai-Assisted Tailored Intervention For Nurse Burnout: A Three-Group Randomized Controlled Trial, Gumhee Baek, Chiyoung Cha

Individual Open Access Articles

Background: High-stress environments, heavy workloads, and the emotional demands of patient care, which are common challenges faced by nurses, are factors that can lead to burnout. Shift work can make traditional burnout interventions costly and difficult to implement. Artificial intelligence (AI) could offer solutions that are less constrained by time, resources, and labor.

Aim: To investigate the effectiveness of an AI-assisted intervention in reducing nurse burnout.

Methods: A single-blind, three-group, randomized controlled trial of 120 nurses (40 per group) was conducted from June 2023 to July 2023. The AI-assisted tailored intervention included two 2-week programs, delivering one of four programs …

Costs And Cost-Effectiveness Of Improved Nurse Staffing Levels And Skill Mix In Acute Hospitals: A Systematic Review, Peter Griffiths, Christina Saville, Jane Ball, Chiara Dall'ora, Paul Meredith, Lesley Turner, Jeremy Jones

Individual Open Access Articles

Increasing registered nurse staffing and skill mix can be a net cost-saving solution to nurse shortages. Contrary to the strong policy push towards a dilution of nursing skill mix, investment in supply of RNs should become the priority.

Mediating Role Of Lifestyle Factors In The Resilience–Job Satisfaction Relationship Among Nurses: A Descriptive Correlational Study, Lena I. Serafin, Katarzyna Wesołowska-Gorniak, Angeli Malewska, Karolina Kruszewska, Justyna Kujawa, Bozena Czarkowska-Pączek

Individual Open Access Articles

Given the global nursing shortage and the increasing prevalence of workplace stressors, resilience has emerged as a crucial factor influencing job satisfaction, preventing burnout, and ensuring high-quality patient care. While previous research has established a connection between resilience and various occupational outcomes, the mediating effect of health-promoting behaviors—such as physical activity, diet, and sleep—remains largely unexplored, underscoring the need for further investigation in this area. Therefore, the objective of this study is to examine the effect of chosen lifestyle aspects on the connection between resilience and job satisfaction among nurses.

Personal And Work-Related Factors Associated With Nurse Resilience: An Updated Systematic Review Using Meta-Analysis And Narrative Synthesis, Fiona Yu, Deborah Raphael, Lisa Mackay, Melody Smith, Ritin Fernandez

Individual Open Access Articles

Background: Nursing shortages and increased workforce turnover have significantly increased nurses’ workloads, thus increasing the risk of burnout and stress, particularly during the COVID-19 pandemic. A systematic review published in 2019 suggested that resilience could act as a buffer to adversity; however, the factors associated with resilience during and after this global pandemic have not been identified.

Objectives: To identify personal and work-related factors associated with nurse resilience, including the period during and after the COVID-19 pandemic.

Design: Systematic review.

Data Sources: The search was conducted between January and February 2024 in the following databases: CINAHL Plus, MEDLINE (Ovid), PsycINFO, …