Digital Commons Network^™

Preliminary In Vivo Evaluation Of Coracoclavicular Ligament Mechanics During Shoulder Elevation After Acromioclavicular Joint Reconstruction, Jason Konrath, Sydney Wheaton, Alonso Figueroa, James Gregory, Payam Zandiyeh

Faculty, Staff and Student Publications

Background: Persistent instability and altered scapular mechanics after acromioclavicular joint (ACJ) reconstruction may stem from inadequate replication of native coracoclavicular (CC) ligament function. However, in vivo data on postoperative CC ligament behavior during dynamic shoulder motion remain lacking.

Purpose: To assess in vivo functional distance and timing characteristics of the conoid and trapezoid ligaments during active shoulder elevation after ACJ reconstruction, using dynamic stereo x-ray (DSX) imaging and patient-specific 3-dimensional (3D) models.

Study design: Cross-sectional study; Level of evidence, 3.

Methods: Twelve participants (10 men and 2 women, mean age 39 ± 10 years, mean body mass 92 ± 17 …

Dissolved Organic Matter Composition In The Laurentian Great Lakes Ice And Its Contribution To Spring Melt, Anthony J. Arsenault, Nolan J.T. Pearce, Ted Ozersky, Sarah C. D’Amario, Kirill Shchapov, Hunter J. Carrick, Trista Vick-Majors, Et Al.

Michigan Tech Publications

Dissolved organic matter (DOM) plays a vital role in lakes, but its behavior in winter is poorly understood. This study examined the differences in DOM between lake ice and the upper water column across 18 sites in the Laurentian Great Lakes, integrating in situ sampling and remotely sensed ice data to create a mass budget model to estimate basin-scale DOM storage and release from ice. We found that the composition of the DOM pool in ice varied based on ice thickness, water DOM composition, nutrients, and dissolved organic carbon concentrations. Calculations of protein-like, microbial humic-like, and terrestrial-like DOM storage in …

Uterine Tachysystole And Associated Outcomes: A Systematic Review And Meta-Analysis, Fabrizio Zullo, Benedetta Licitra, Nandini Raghuraman, Alison G Cahill, Aaron W Roberts, Stephanie Roth, Daniele Di Mascio, Antonella Giancotti, Giuseppe Rizzo, Kristen A Cagino, Hector Mendez-Figueroa, Anthony C Sciscione, Suneet P Chauhan

Faculty, Staff and Student Publications

Objective: To determine whether uterine tachysystole is associated with adverse neonatal and maternal outcomes.

Data sources: A search strategy for PubMed (National Library of Medicine) was created, and the medical librarian translated the search for every database. The search strategy was peer reviewed by another medical librarian following the Peer Review of Electronic Search Strategies checklist. The databases included in this search were PubMed, Embase.com, Cochrane CENTRAL, CINAHL Ultimate, and Scopus; a combination of key words and subject headings was used.

Methods of study selection: Trials of nulliparous or multiparous parturients exposed to uterine tachysystole were included. Included studies compared …

Stimulated Cytokine Production, Attachment, And Emotional Well-Being In Dementia Spousal Caregivers, Daniel L Argueta, Sarah Roberts, Kelly N Brice, E Lydia Wu-Chung, Vincent D Lai, Jensine Paoletti-Hatcher, Bryan T Denny, Charles Green, Samantha Henry, Luis D Medina, Paul E Schulz, Jennifer Stinson, Cobi Heijnen, Christopher P Fagundes

Faculty, Staff and Student Publications

Background: Proinflammatory cytokine production may be related to poor emotional adjustment in dementia spousal caregivers. People who display attachment insecurity may be at increased risk for adverse caregiving experiences and poor psychosocial outcomes.

Objective: This study aimed to understand whether proinflammatory cytokine production was associated with anticipatory grief, caregiver burden, and depressive symptoms and whether those relationships were stronger for caregivers higher on attachment anxiety or avoidance.

Method: A sample of 103 dementia spousal caregivers provided self-report data on demographics, health information, and psychosocial outcomes. We also determined lipopolysaccharide-induced whole-blood interleukin-6, interleukin-1β, tumor necrosis factor-α, and interleukin-10 production and combined …

Are Fewer Damage Control Laparotomies Associated With A Decrease In The Rate And Severity Of Surgical Site Infections?, Stephanie Martinez Ugarte, Mokunfayo O Fajemisin, Chelsea J Guy-Frank, William D Rieger, Renee W Green, John A Harvin, Lillian S Kao

Faculty, Staff and Student Publications

Background: Damage control laparotomy (DCL) rates have declined and remained low. Given DCL's association with surgical site infections (SSIs), we hypothesize that SSI rates and severity, as per Clavien-Dindo (CD) classification, have decreased concurrently.

Patients and methods: A retrospective study was performed on patients (≥16 y) who underwent trauma laparotomy from January 2011 to December 2020. Patients who survived ≤48 hours were excluded. Data were divided into period 1 (January 2011-December 2015, DCL rates declined) and period 2 (January 2016-December 2020, low DCL rates were sustained). SSIs were defined as per the Centers for Disease Control and Prevention, and severity …

Efficient Privacy-Preserving Conjunctive Searchable Encryption For Cloud-Iot Healthcare Systems, Jiadi Ma, Tianqi Peng, Gong Bei, Muhammad Waqas, Hisham Alasmary, Sheng Chen

Research outputs 2022 to 2026

In cloud-Internet of Things (IoT) healthcare systems, private medical data leakage is a serious concern as the cloud server is not fully trusted. Dynamic searchable symmetric encryption (DSSE), with necessary forward and backward privacy security properties, enables doctors to retrieve ciphertexts while guaranteeing data privacy. However, existing forward and backward private DSSE schemes are not well-suited for cloud-IoT healthcare systems with attribute-value type databases. To this end, we propose an efficient privacy-preserving conjunctive searchable encryption scheme for cloud-IoT healthcare systems, called PC-SE. It is the first conjunctive DSSE scheme designed for attribute-value type databases. Specifically, we design flexible search capabilities …

Plasma Biomarker Progression Across The Alzheimer's Disease Amyloid Beta And Tau Positron Emission Tomography Trajectories, Rodrigo Cánovas, Christopher J. Fowler, Azadeh Feizpour, Vincent Dóre, Pierrick Bourgeat, Ziad S. Saad, Gallen Triana-Baltzer, Hartmuth C. Kolb, Manu Vandijck, Gwendlyn Kollmorgen, Clara Quijano-Rubio, Jurgen Fripp, Simon Laws, Anthony W. Bannon, Kaj Blennow, Henrik Zetterberg, Stephanie Rainey-Smith, Sulantha Mathotaarachchi, Christopher C. Rowe, Colin L. Masters, James D. Doecke

Research outputs 2022 to 2026

Introduction: With increased uptake in disease-modifying treatments for amyloid beta (Aβ) removal, it is important to measure performance of highly sensitive plasma biomarkers to detect the presence of Aβ and tau in cognitively impaired populations. Methods: In this study, we investigated a large set of plasma biomarkers for their capability to predict Aβ and tau positron emission tomography (PET) and their association with increasing Aβ and tau burden. RESULTS: From the biomarkers assessed, tau phosphorylated at threonine 217 (pTau217) showed the largest increases across the full range of Aβ and tau levels. Furthermore, pTau217/Aβ42 had the smallest proportion of participants …

Are Less Hierarchical Firms Organized Around Stronger Cultures? Evidence From Big Data, Arianna Marchetti, Phanish Puranam

Research Collection Lee Kong Chian School Of Business

Research Summary: Are less hierarchical firms organized around stronger cultures instead? We analyze 1.5 million employee reviews on Glassdoor.com from 23,000 US-based firms, alongside data on managerial hierarchy estimated from 42 million professional social media profiles. Our findings confirm a negative association between managerial hierarchy and organizational culture strength. We explore two potential explanations for this association: Functional equivalence between the two, and culture fragmentation caused by managerial hierarchy. Multiple correlational tests show support for functional equivalence as a plausible explanation for the observed negative correlation. Our findings enhance our understanding of the complex relationships between organizational structure and culture …

The Effects Of Linguistic Ostracism On Job Performance. A Replication And An Extension, John Fiset, Devasheesh P. Bhave

Research Collection Lee Kong Chian School Of Business

We examined the phenomenon of linguistic ostracism—instances where a focal workgroup member perceives other members of their workgroup have rejected and/or excluded them by using a language they cannot comprehend. In a 2021 article, Fiset and Bhave observed that linguistic ostracism was related to two dimensions of job performance (interpersonal citizenship and deviance) and that disidentification served as an explanatory mechanism for the linguistic ostracism–job performance relationship. We constructively replicate and extend their work in several ways. First, we replicate prior effects on interpersonal citizenship and deviance and extend their work to focus on a third dimension of job performance: …

Motivating And Retaining Student Assistants: A Case Study, Catherine Paolillo, Christopher Marcum

Copley Library: Faculty Scholarship

This paper offers specific recommendations for effectively motivating and retaining student employees at an academic library that practitioners may consider as they develop and implement programs for hiring, training, and retaining student assistants at their institutions. It describes a methodology that can be replicated for similar studies at other universities. This paper contributes new knowledge to the subject of academic library employee retention by reporting on the opinions of library student assistants at a small private liberal arts university in Southern California to gain insight into the kinds of retention program elements that students recommend. This study used an online …

Effect Of Morphine On Respiratory Drive In Infants With Acute Viral Bronchiolitis Receiving Neurally Adjusted Ventilatory Assist, Julia Harris, Benjamin Crulli, Jos M. Latour, Andrew Nyman, Xabier Freire-Gomez, Federico Minen, Shane M. Tibby

School of Nursing and Midwifery

BACKGROUND: Neurally Adjusted Ventilatory Assist (NAVA) is a patient-triggered ventilatory mode requiring intact respiratory drive. We compared 2 intravenous morphine infusion doses in infants with acute viral bronchiolitis receiving NAVA. The objectives were, to evaluate (1) impact on neural respiratory drive, measured by electrical activity of the diaphragm (EAdi) and estimated airway occlusion pressure (P0.1) and (2) tolerability, via the COMFORT behavioral scale and physiological variables. METHODS: Randomized, nonblinded, crossover (morphine dose), feasibility trial. Infants likely requiring mechanical ventilation for >48 h at enrollment received intravenous morphine infusion rates of 5 μg/kg/h (low dose) and 20 μg/kg/h (standard dose) on …

A General Limit Theory For Nonlinear Functionals Of Nonstationary Time Series, Qiying Wang, Peter C. B. Phillips

Research Collection School Of Economics

New limit theory is provided for a wide class of sample variance and covariance functionals involving both nonstationary and stationary time series. Sample functionals of this type commonly appear in regression applications and the asymptotics are particularly relevant to estimation and inference in nonlinear nonstationary regressions that involve unit root, local unit root, or fractional processes. The limit theory is unusually general in that it covers both parametric and nonparametric regressions. Self-normalized versions of these statistics are considered that are useful in inference. Numerical evidence reveals interesting strong bimodality in the finite sample distributions of conventional self-normalized statistics similar to …

Dynamic Spatial Panel Data Models With Interactive Fixed Effects: M-Estimation And Inference Under Fixed Or Relatively Small T, Liyao Li, Ke Miao, Zhenlin Yang

Research Collection School Of Economics

We propose an M-estimation method for dynamic spatial panel data models with interactive fixed effects based on (relatively) short panels. Unbiased estimating functions are constructed by adjusting the concentrated conditional quasi scores, given the initial values and with the factor loadings being concentrated out, to account for the effects of conditioning and concentration. Solving the estimating equations gives the M-estimators of the common parameters and common factors. Under fixed T, n-consistency and joint asymptotic normality of the M-estimators are established. Under T = o(n), the M-estimators of the common parameters are shown to be nT-consistent and asymptotically normal. For inference, …

Corrigendum To “Interim Rationalizable Implementation Of Functions” (Kunimoto T, Saran R, Serrano R (2024) Mathematics Of Operations Research 49(3):1791–1824), Takashi Kunimoto, Rene Saran, Roberto Serrano

Research Collection School Of Economics

This is the brief corrigendum to “Interim rationalizable implementation of functions” [Kunimoto T, Saran R, Serrano R (2024) Interim rationalizable implementation of functions. Math. Oper Res. 49(3):1791–1824].

The Asymmetric Effects Of Posting An Online Review On Future Spending And The Dark Side Of Solicitations, Hulya Karaman

Research Collection Lee Kong Chian School Of Business

Motivated by the prevalence of online review creation and solicitation, this paper examines whether posting an online review impacts the reviewer’s future spending on the reviewed brand. Identifying the causal effects of posting an online review is challenging because reviewers self-select into posting, making it an endogenous decision. I overcome this challenge by using randomized online review solicitations as an instrument for the endogenous treatment variable of posting an online review and establish that doing so decreases the average future spending by the reviewers on the reviewed brand. Additionally, I show that soliciting customers to post increases their propensity to …

Perceptions Of Game-Based Assessments: The Role Of Test Takers' Occupational Background, Marie L. Ohlms, Klaus G. Melchers, Filip Lievens

Research Collection Lee Kong Chian School Of Business

Game-based assessments (GBAs) have become increasingly popular in personnel selection. However, research on perceptions of GBAs has yielded mixed results, highlighting the need to explore variables that may shape perceptions of GBAs. Therefore, we examined whether test takers' occupational background and other person-related characteristics (i.e., gender, age, video game usage, openness to experience) are associated with their perceptions of GBAs. N = 179 individuals from technical and social occupational backgrounds rated their perceptions of GBAs and non-gamified tests. We found that GBAs were generally rated more positively than non-gamified tests in terms of organizational attractiveness, behavioral intentions toward the organization, …

Bridging Policy And Grassroots Action With Technology: A Framework For Civic Engagement In Environmental Sustainability, Mikhail Ola Adisa, Sonny Rosenthal, Shola Oyedeji, Ifeoma Adaji, Jari Porras

Research Collection College of Integrative Studies

Grassroots and civic organizations are increasingly recognized as “middle actors” in sustainability, leveraging ICT-driven solutions to bridge top-down policies with bottom-up citizen engagement and behavioral change. This study examines how civic organizations in Finland and Singapore integrate digital tools to support sustainable waste management practices aligned with Sustainable Development Goals 11, 12, and 17. Guided by a Design Science Research (DSR) approach and drawing on Middle-Out and multi-level governance theories, we developed and validated the Integrated Sustainability Engagement Framework (ISEF) based on interviews with 21 civic organizations and iterative feedback. Findings highlight the central roles of policy translation, localized practices, …

A Hydrogen Hub Blueprint For The California Supply Chain, Tyler Reeb, Barbara Taylor

Mineta Transportation Institute

As global climate targets tighten and state regulations accelerate, hydrogen technology presents a significant opportunity to help California supply chain and transportation stakeholders comply with state emissions mandates and global goals aimed to reduce the impacts of climate change. However, while fuel cell costs and infrastructure have received attention, workforce development remains overlooked. Hydrogen fuel cell electric vehicles (FCEVs) are especially promising for diesel-reliant sectors that are hard to decarbonize without negatively impacting operational efficiency. But scaling hydrogen vehicles and infrastructure in tandem with emerging consumer and industrial markets will not be easy. State and federal policies, often conflicting, further …

Final 2022 Unreclaimed Sites Sampling: Ur-20 Site Evaluation Summary Report, Pioneer Technical Services, Inc.

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Patient Wait Time And Throughput Interventions In The Cardiology Outpatient Setting, Chioma Ohiri Tawose

Electronic Theses and Dissertations

Healthcare collaboration and patient care require effective communication. Poor communication impacts wait time. Inadequate communication in the outpatient cardiology clinic can lead to disruptive patient throughput, or workflow, and extend patient length of visit. The purpose of this project was to implement a means of communication for clinicians and healthcare assistants to improve patient flow and cut down idleness, ultimately reducing patient wait time. The project established the incorporation of a built-in electronic health record communication notification system, the Event Button, for asynchronous communication between staff. A quantitative quality improvement design was used to conduct this project. Inferential and descriptive …

Grounding Is All You Need? Dual Temporal Grounding For Video Dialog, You Qin, Wei Ji, Xinze Lan, Hao Fei, Xun Yang, Dan Guo, Roger Zimmermann, Lizi Liao

Research Collection School Of Computing and Information Systems

In the realm of video dialog response generation, capturing both the essence of video content and the temporal nuances of conversation history is crucial. While some approaches rely on large-scale pretrained visual-language models, often neglecting temporal dynamics, others emphasize spatial-temporal relationships within videos but demand intricate object trajectory pre-extractions and overlook dialog temporal dynamics. This paper introduces the Dual Temporal Grounding-enhanced Video Dialog model (DTGVD), designed to bridge the gap between these two approaches. DTGVD uniquely integrates the strengths of both by emphasizing dual temporal relationships. It achieves this by predicting dialog turn-specific temporal regions, selectively filtering video content, and …

Learnable Game-Theoretic Policy Optimization For Data-Centric Self-Explanation Rationalization, Yunxiao Zhao, Zhiqiang Wang, Xingtong Yu, Xiaoli Li, Jiye Liang, Ru Li

Research Collection School Of Computing and Information Systems

Rationalization, a data-centric framework, aims to build self-explanatory models to explain the prediction outcome by generating a subset of human-intelligible pieces of the input data. It involves a cooperative game model where a generator generates the most human-intelligible parts of the input (i.e., rationales), followed by a predictor that makes predictions based on these generated rationales. Conventional rationalization methods typically impose constraints via regularization terms to calibrate or penalize undesired generation. However, these methods are suffering from a problem called mode collapse, in which the predictor produces correct predictions yet the generator consistently outputs rationales with collapsed patterns. Moreover, existing …

The Gains Do Not Make Up For The Losses: A Comprehensive Evaluation For Safety Alignment Of Large Language Models Via Machine Unlearning, Weixiang Zhao, Yulin Hu, Xingyu Sui, Zhuojun Li, Yang Deng, Yanyan Zhao, Bing Qin, Wanxiang Che

Research Collection School Of Computing and Information Systems

Machine Unlearning (MU) has emerged as a promising technique for aligning large language models (LLMs) with safety requirements to steer them forgetting specific harmful contents. Despite the significant progress in previous studies, we argue that the current evaluation criteria, which solely focus on safety evaluation, are actually impractical and biased, leading to concerns about the true effectiveness of MU techniques. To address this, we propose to comprehensively evaluate LLMs after MU from three aspects: safety, over-safety, and general utility. Specifically, a novel benchmark MuBench with 18 related datasets is first constructed, where the safety is measured with both vanilla harmful …

How Consistent Friendlike Conversation With Ai Companions Influences Our Attitudes And Perceptions Toward Ai: An Exploratory Experiment, Qi Hui Jerlyn Ho, Meilan Hu, Adalia Yin Hui Goh, Emma Jane Pragasam, Andree Hartanto

Research Collection School of Social Sciences

Despite skepticism and distrust in artificial intelligence (AI), it is increasingly integrated into daily life, with its potential benefits drawing interest. Yet little is known about the attitudinal and psychological effects of human–AI interactions, and whether consistent interactions with AI chatbots can change users’ attitudes and perceptions. Our within-subjects experiment (N = 52) investigated how five days of socially oriented, friendlike interactions with an AI chatbot, versus a journaling control, influenced changes in attitudes and perceptions of AI. Participants’ attitudes towards AI, trust, perceived empathy, anthropomorphism, animacy, likeability, perceived intelligence and safety, dependency, and exploratory well-being indicators were recorded. Results …

Counter-Urbanization In China: A Systematic Review Toward A Comprehensive Typology, Chengxue Yang, Qian Forrest Zhang

Research Collection School of Social Sciences

Drawing on a systematic review of both international and Chinese-language scholarship on counter-urbanization in China, this article proposes a comprehensive typology of counter-urbanization migrations—consisting of eight types of new migrants—based on the diverse motivations driving such migration. We build a bilingual corpus of 273 research papers published between the 1970s and 2025. Integrating bibliometric mapping and qualitative synthesis, we conduct a systematic review to trace the temporal evolution and thematic diversification of counter-urbanization research. The review reveals persistent conceptual ambiguity surrounding counter-urbanization in the Chinese context, which this study addresses by conceptually distinguishing counter-urbanization from suburban expansion, population decentralization, and …

The Affective Economy Of Toxic Atmospheres: Sensory Governance, Ecological Intelligences And The Performative Politics Of Urban Mosquito Management, Orlando Woods, Creighton Connolly

Research Collection College of Integrative Studies

This paper considers how atmospheres can play a powerful role in troubling the management of nature in the multispecies city. It brings the cyclical nature of atmospheric effects, the affective values and il/logics that determine human responses to non-human threats, and the misguided and potentially deleterious health outcomes that ensue into one analytical frame. Drawing on the empirical case of urban mosquito management in Singapore, it considers how the creation of toxic atmospheres through fogging – blowing insecticides into the air in a bid to kill mosquitoes – is ineffective and sets in motion a cascading series of socio-environmental consequences. …

American Women's Clubs In The Nineteenth Century: The Case Of The Female Relief Society Of Nauvoo (1842-1844), Adithi Nythruva

Armstrong Undergraduate Journal of History

Throughout the nineteenth century, women’s clubs provided American women with the space to influence the patriarchal-dominated public sphere and venture beyond their traditional domestic roles. This paper demonstrates that the Relief Society women developed a more nuanced relationship with feminist agency through their initiatives. Through an analysis of 33 sets of meeting notes from the society’s early years, this paper argues that the Relief Society women established feminist agency by exercising female authority, addressing scandals and injustices, and building a sisterhood. Additionally, through feminist agency, the Relief Society paralleled, and pre-dated the activities of many popular women’s clubs during the …

Dark Times In West Belfast: The Life And Times Of Brendan Hughes (1948–2008), Aaron Brinker

Armstrong Undergraduate Journal of History

This paper covers the life and career of notable IRA operative Brendan “the Dark” Hughes and how his thoughts on the “Armed Struggle” or “Cause” changed over time. Brendan Hughes was forced to frequently deal with violent and heavy handed discrimination from Protestants, which led to him joining the Paramilitary movements as a result of frustration and misplaced youthful vigor. Brendan played a major role in the Troubles through his planning of prolific violent attacks such as the Four Square Laundry attack, Bloody Friday, and the H Block blanket protest and subsequent hunger strike in the Maze Prison. Brendan’s disconnect …

Seeg-Guided Responsive Neurostimulation To Treat Neocortical Epilepsy: A Multicenter Retrospective Study Of The Efficacy And Safety Of Depth Electrode-Mediated Neuromodulation, Sina Sadeghzadeh, Jon T Willie, Et Al.

2020-Current year OA Pubs

OBJECTIVES: Pivotal trials have established the effectiveness of the Responsive Neurostimulation System (RNS® System) in treating focal epilepsy. In clinical trials, depth leads were primarily used to treat mesial temporal seizure onsets while cortical strip leads were used to treat neocortical seizure onsets. Here, we systematically analyze the safety and efficacy of stereoelectroencephalography (sEEG)-guided depth leads to provide responsive stimulation to neocortical gray matter.

METHODS: Patients were stratified as strong responders (>median cohort seizure reduction %), weak responders (>0% and ≤median cohort seizure reduction %), and anti-responders (≤0%) based on percent seizure reduction at 1 year post-implant (1-Y). …

Investigating The Oxygen Dependence Of Flash-Rt Using Electron Paramagnetic Resonance Imaging, Trey Waldrop, Grace Murley, Brett Velasquez, Elise Konradsson, Denae Neill, Luke Connell, Alan Lopez Hernandez, Abagail Delahoussaye, F William Schuler, Jorge De La Cerda, Ziyi Li, Mark D Pagel, Emil Schüler

Faculty, Staff and Student Publications

Purpose: The FLASH effect occurs when radiation given at ultra-high dose rates spares healthy tissue while achieving isoeffective tumor control relative to conventional (CONV) dose rate irradiation. Limited data has implicated oxygen in the FLASH effect. This study investigated the effect of tissue oxygen tension (pO2) on gastrointestinal (GI) FLASH sparing in mice.

Methods: pO2 was quantified in vivo by electron paramagnetic resonance imaging (EPRI)- noninvasive oximetry through spin probe injection and magnetic resonance co-registration- and a phosphorescent quenching microsensor. B6(Cg)-Tyrc-2 J/J female mice were imaged while breathing 10%, 21%, and 95% oxygen. C57BL/6 mice of both sexes underwent microsensor …