Digital Commons Network^™

The Use (And Misuse) Of Tariffs In North America: A New Trade War?, Maroula Khraiche, Armando R. Lopez-Velasco, Jean-Baptiste Tondji

School of Economics and Finance Faculty Publications

Trade wars may have started. At the time this report was published, the Trump administration had threatened, then paused, a 25 percent tariff on Canadian and Mexican goods. Before the pause, Mexico and Canada were preparing retaliatory tariffs. After the pause, Trump ordered a 25 percent import tax on all steel and aluminum entering the United States to start in March 2025 and announced a plan for tariffs on US trading partners. In this brief, we document the different perspectives and economic consequences of North American trade wars and beyond.

Exhibitions And Events, Spring 2025, University Galleries

Exhibition and Event Schedules - University Galleries

Listing of exhibitions, events, and lectures held at the University Galleries at Illinois State University.

Importance Of Postreduction Ct Scans In Posterior And Transverse Posterior Wall Acetabular Fracture-Dislocations, Samantha R Gardner, Douglas R Haase, Nikhil Gattu, Stephen J Warner, Milton L Chip Routt, Patrick Kellam, Jonathan G Eastman

Faculty, Staff and Student Publications

Objectives: To report the frequency of patients with pre-reduction and postreduction computed tomography (CT) scans associated with acetabular fracture-dislocations and the change in position of associated intra-articular fragments occurring with joint reduction.

Design: Retrospective case series.

Setting: Regional Level 1 trauma center.

Patient selection criteria: Patients who sustained Arbeitsgemeinschaft fur Osteosynthesefragen/Orthopedic Trauma Association 62A1 and 62B1 posterior wall or transverse posterior wall acetabular fracture-dislocations with pre-reduction and postreduction CT imaging from February 2020 to July 2023.

Outcome measures and comparisons: Intra-articular fragments were identified, and change in position (fossa to cranial, intra-articular to extra-articular, etc.) was noted from pre-reduction to …

Uric Acid Stroke Cerebroprotection Transcended Sex, Age, And Comorbidities In A Multicenter Preclinical Trial, Rakesh B Patel, Mariia Kumskova, Hanish Kodali, Ivan Budnik, Vitalii Kuznetsov, Aditi Jain, Abhishek Jha, Daniel Thedens, Nirav Dhanesha, Brijesh Sutariya, Karisma A Nagarkatti, Jessica Lamb, Pradip Kamat, Yanrong Shi, Brooklyn Avery, Takahiko Imai, Xuyan Jin, Anjali Chauhan, Ligia S B Boisserand, Mohammad B Khan, Krishnan Dhandapani, Basavaraju G Sanganahalli, Lauren H Sansing, David C Hess, Raymond C Koehler, Louise D Mccullough, Jaroslaw Aronowski, Cenk Ayata, Márcio A Diniz, Patrick D Lyden, Anna M Planas, Angel Chamorro, Anil K Chauhan, Enrique C Leira, Span Investigators

Faculty, Staff and Student Publications

Background: Past failures in translating stroke cerebroprotection provoked calls for a more rigorous methodological approach, leading to the stroke preclinical assessment network SPAN (Stroke Preclinical Assessment Network), where uric acid (UA) treatment exceeded a prespecified efficacy boundary for the primary functional outcome. Still, successful translation to humans requires confirmation of the effect of UA across key biological variables relevant to patients with stroke.

Methods: We measured the effects of intravenous UA treatment (16 mg/kg) versus intravenous saline in groups of animals enrolled in the SPAN network with diverse comorbidities, sex, and age. The masked study drug or placebo was administered …

Opportunities In Stroke Care At Safety Net Hospitals: A Socioecological Perspective, Anjail Sharrief, Joshua Wollen, Maha Almohamad, M Carter Denny, Erica Jones, Aardhra M Venkatachalam, Digvijaya Navalkele, Shivika Chandra, Mariam Ahmed, Robert Pratt, Bradley D Shy, John Mcmenamy, Chigozirim Izeogu, Lesli E Skolarus, Nneka L Ifejika, Nicole R Gonzales

Faculty, Staff and Student Publications

Safety net hospitals (SNHs) provide care to patients regardless of their insurance status or ability to pay, serving populations at the highest risk for poor stroke outcomes. These include historically marginalized racial and ethnic groups, and individuals disproportionately affected by adverse social drivers of health, including lower socioeconomic status, housing instability, and limited access to preventive care. Improving stroke care at SNHs presents a critical opportunity to strengthen care delivery for individuals with the greatest need. However, such efforts require a clear understanding of the barriers across all levels of the healthcare system. In this Perspective, the authors adopt a …

Fungal Infections In People Who Use Drugs, Jose Portugal Gonzales, Luis Ostrosky-Zeichner

Faculty, Staff and Student Publications

Illicit drug use in the United States continues to rise, alongside an increasing number of severe infections associated with drug use. Surveillance studies report that 28%–34% of candidemia cases are linked to intravenous drug use, with Candida albicans being the most commonly isolated species, followed by Candida parapsilosis and Candida glabrata. Marijuana use is associated with lung infections caused by Aspergillus and the Mucorales, showing a 3.5-fold increased risk of mold infections and a 2.2-fold increased risk for other fungal infections. Intravenous drug use also presents a recognized risk factor for Aspergillus and Mucorales infections. Additionally, substances like …

Acute Pain Trajectories In Elderly Patients With Fragility Hip Fractures, Paul Potnuru, Christina Goehl, Katherine S Becker, Alejandro Juul, Madison Aycock, Johanna Blair De Haan, Sudipta Sen, Michelle Ge, Stephen J Warner, Nadia Hernandez

Faculty, Staff and Student Publications

Background: Pain management for hospitalized elderly patients with fragility hip fractures (FHF) remains challenging. This study aims to distinguish acute pain trajectories in FHF patients that can inform personalized analgesia management.

Methods: We conducted a prospective observational study of patients aged 65 and older with FHF at a Level I trauma center. The primary outcome was daily average pain assessed for five days post-injury using the Brief Pain Inventory (BPI). We used group-based trajectory modeling (GBTM) to distinguish acute pain trajectories. Then, factors and secondary outcomes (opioid use and hospital length of stay [LOS]) associated with more severe pain trajectories …

Department Of Politics And Government News And Views, Spring 2025, Department Of Politics And Government

Department of Politics and Government News and Views

Newsletter of the Department of Politics and Government at Illinois State University

The Interaction Between Antithrombin And Endothelial Heparan Sulfate Mitigates Pulmonary Thromboinflammation After Trauma And Hemorrhagic Shock, Maria Del Pilar Huby Vidaurre, Ava K Mokhtari, Baron K Osborn, Bryan A Cotton, Yao-Wei Wang, Yongmei Xu, Katelyn Arnold, Jian Liu, Jillian R Richter, Jessica C Cardenas

Faculty, Staff and Student Publications

Introduction:

Trauma and hemorrhagic shock (T/HS) are associated with multiple organ injury. Antithrombin (AT) has anti-inflammatory and organ protective activity through its interaction with endothelial heparan sulfate containing a 3-O-sulfate modification. Our objective was to examine the effects of T/HS on 3-O-sulfated (3-OS) heparan sulfate expression and determine whether AT-heparan sulfate interactions are necessary for its anti-inflammatory properties.

Methods:

Male Sprague Dawley rats underwent laparotomy, gut distension and fixed-pressure hemorrhagic shock (HS) and resuscitation. Liquid chromatography-coupled mass spectrometry analyses were performed to measure pulmonary and plasma heparan sulfate di/tetrasaccharides. Pulmonary mRNA levels were assessed by nCounter …

Semi-Parametric Testing For Ordinal Treatment Effects In Time-To-Event Data Via Dynamic Dirichlet Process Mixtures Of The Inverse-Gaussian Distribution., Jonathan A Race, Amy S Ruppert, Yvonne Efebera, Michael L Pennell

Ambulatory and Primary Care Articles

Time-to-event data often violate the proportional hazards assumption under which the log-rank test is optimal. Such violations are especially common in the sphere of biological and medical data where heterogeneity due to unmeasured covariates or time varying effects are common. A variety of parametric survival models have been proposed in the literature which make more appropriate assumptions on the hazard function, at least for certain applications. One such model is derived from the first hitting time paradigm which assumes that a subject's event time is determined by a latent stochastic process reaching a threshold value. Several random effects specifications of …

Cell-Free Dna Results Indicating Mosaic Monosomy X Of Likely Maternal Origin: Impact On Genetic Counseling Practices And Patient Experiences, Audrey Mcbride, Ashley Cannon, Siddharth Prakash, Aaron W Roberts, Angela Seasely, Anna C E Hurst, Laura Hendon

Faculty, Staff and Student Publications

Objective: To investigate the current genetic counseling practices involving a cfDNA result indicating mosaic monosomy X of likely maternal origin, and to better understand the perspectives of patients who have received this result.

Method: A total of 60 prenatal genetic counselors completed surveys about their experiences with this result, cfDNA consenting practices, and management practices. In addition, qualitative interviews were conducted with 5 patients to gain insight into their experiences with result disclosure and follow-up care.

Results: 95% of genetic counselors reported feeling prepared to counsel on these results. However, responses to current practices varied. Of the genetic counselors surveyed, …

Safety Outcomes Of Antiplatelet Therapy During Endovascular Treatment Of Tandem Lesions In Acute Ischemic Stroke Patients, Mudassir Farooqui, Afshin A Divani, Milagros Galecio-Castillo, Ameer E Hassan, Mouhammad A Jumaa, Marc Ribo, Michael Abraham, Nils Petersen, Johanna Fifi, Waldo R Guerrero, Amer M Malik, James E Siegler, Thanh N Nguyen, Sunil A Sheth, Albert J Yoo, Guillermo Linares, Nazli Janjua, Darko Quispe-Orozco, Asad Ikram, Wondewossen G Tekle, Syed F Zaidi, Cynthia B Zevallos, Federica Rizzo, Tiffany Barkley, Reade De Leacy, Jane Khalife, Mohamad Abdalkader, Sergio Salazar-Marioni, Jazba Soomro, Weston Gordon, Aaron Rodriguez-Calienes, Juan Vivanco-Suarez, Charoskhon Turabova, Maxim Mokin, Dileep R Yavagal, Santiago Ortega-Gutierrez

Faculty, Staff and Student Publications

Risk of hemorrhage remains with antiplatelet medications required with carotid stenting during endovascular therapy (EVT) for tandem lesion (TLs). We evaluated the safety of antiplatelet regimens in EVT of TLs. This multicenter study included anterior circulation TL patients from 2015 to 2020, stratified by periprocedural EVT antiplatelet strategy: (1) no antiplatelets, (2) single oral, (3) dual oral, and (4) intravenous IV (in combination with single or dual oral). Primary outcome was symptomatic intracranial hemorrhage (sICH). Secondary outcomes were any hemorrhage, favorable functional status (mRS 0-2) at 90 days, successful reperfusion (mTICI score ≥ 2b), in-stent thrombosis, and mortality at 90 …

Prediction Of Hepatitis C Virus Perinatal Transmission In Pregnant Individuals With Hepatitis C Virus Infection, Grecio J Sandoval, George R Saade, Brenna L Hughes, Rebecca G Clifton, Uma M Reddy, Anna Bartholomew, Ashley Salazar, Edward K Chien, Alan T N Tita, John M Thorp, Torri D Metz, Ronald J Wapner, Vishakha Sabharwal, Hyagriv N Simhan, Geeta K Swamy, Kent D Heyborne, Baha M Sibai, William A Grobman, Yasser Y El-Sayed, Brian M Casey, Samuel Parry, George A Macones, Mona Prasad

Faculty, Staff and Student Publications

Our objective was to develop a prediction model for hepatitis C virus (HCV) infection perinatal transmission to improve triage for neonatal follow-up. This was a secondary analysis of HCV antibody-positive participants who were enrolled in the Eunice Kennedy Shriver National Institute of Child Health and Human Development Maternal-Fetal Medicine Units Network multicenter observational study of HCV infection in pregnancy. Among 432 participants, the perinatal transmission rate was 6.0% (95% CI, 4.0-8.7%). The prediction model was developed and included two factors: maternal HCV RNA titer greater than 10 6 international units/mL and having had any antepartum bleeding. Using this model, the …

Whole-Body Hypothermia For Neonatal Encephalopathy In Preterm Infants 33 To 35 Weeks' Gestation: A Randomized Clinical Trial, Roger G Faix, Abbot R Laptook, Seetha Shankaran, Barry Eggleston, Dhuly Chowdhury, Roy J Heyne, Abhik Das, Claudia Pedroza, Jon E Tyson, Courtney Wusthoff, Sonia L Bonifacio, Pablo J Sánchez, Bradley A Yoder, Matthew M Laughon, Diana M Vasil, Krisa P Van Meurs, Margaret M Crawford, Rosemary D Higgins, Brenda B Poindexter, Tarah T Colaizy, Shannon E G Hamrick, Lina F Chalak, Robin K Ohls, Michele E Hartley-Mcandrew, Kevin Dysart, Carl T D'Angio, Ronnie Guillet, Stephen D Kicklighter, Waldemar A Carlo, Gregory M Sokol, Sara B Demauro, Anna Maria Hibbs, C Michael Cotten, Stephanie L Merhar, Roopali V Bapat, Heidi M Harmon, Elizabeth Sewell, Sarah Winter, Girija Natarajan, Ricardo Mosquera, Susan R Hintz, Nathalie L Maitre, Kristen L Benninger, Myriam Peralta-Carcelen, Abbey C Hines, Andrea F Duncan, Deanne E Wilson-Costello, Andrea Trembath, William F Malcolm, Michele C Walsh

Faculty, Staff and Student Publications

Importance: Hypothermia begun less than 6 hours after birth reduces death or disability in infants with encephalopathy due to hypoxia-ischemia at 36 or more weeks' gestation. Trials of hypothermia for infants younger than 36 weeks' gestation are lacking.

Objective: To assess the probability that hypothermia at less than 6 hours after birth decreases death or disability in infants 33 to 35 weeks' gestation with moderate or severe hypoxic-ischemic encephalopathy.

Design, setting, and participants: This randomized clinical trial was conducted between July 2015 and December 2022 for infants 33 to 35 weeks' gestation with moderate or severe hypoxic-ischemic encephalopathy at less …

Changes In Patent Ductus Arteriosus Management And Outcomes In Infants Born At 26-28 Weeks' Gestation, Dinushan C Kaluarachchi, Matthew A Rysavy, Barbara T Do, Valerie Y Chock, Matthew M Laughon, Carl H Backes, Tarah T Colaizy, Edward F Bell, Patrick J Mcnamara

Faculty, Staff and Student Publications

Objective: To investigate the association between the secular decrease in treatment of patent ductus arteriosus (PDA) and trends in neonatal mortality and morbidity in infants born at 26 0/7-28 6/7 weeks' gestation.

Study design: A retrospective cohort study including infants born between 2012 and 2021 in continually participating hospitals in the National Institute of Child Health and Human Development Neonatal Research Network. The primary composite outcome was defined as surgical necrotizing enterocolitis, grade 2-3 bronchopulmonary dysplasia (BPD), severe intraventricular hemorrhage, or death. Relationships of temporal trends in PDA treatment with the primary composite outcome and its components were analyzed using …

Nichd Magnetic Resonance Brain Imaging Score In Term Infants With Hypoxic-Ischemic Encephalopathy: A Secondary Analysis Of A Randomized Clinical Trial, Seetha Shankaran, Abbot R Laptook, Carolina Guimaraes, Johnathan Murnick, Scott A Mcdonald, Abhik Das, Carolyn M Petrie Huitema, Athina Pappas, Rosemary D Higgins, Susan R Hintz, Kristin M Zaterka-Baxter, Krisa P Van Meurs, Gregory M Sokol, Lina F Chalak, Tarah T Colaizy, Uday Devaskar, Jon E Tyson, Anne Marie Reynolds, Sara B Demauro, Pablo J Sánchez, Matthew M Laughon, Waldemar A Carlo, Kristi Watterberg, Karen M Puopolo, Anna Maria Hibbs, Shannon E G Hamrick, C Michael Cotten, John Barks, Brenda B Poindexter, William E Truog, Carl T D'Angio

Faculty, Staff and Student Publications

Importance: The neonatal brain injury score on magnetic resonance imaging following moderate or severe hypoxic-ischemic encephalopathy developed by the National Institute of Child Health and Human Development Neonatal Research Network has been revised to separate watershed and basal ganglia or thalamic injury and their associated outcomes.

Objective: To evaluate the association of the injury score with outcomes of death or moderate or severe disability among all infants, and with neurodevelopment among survivors in a trial of deeper and longer cooling.

Design, setting, and participants: In this secondary analysis of a multicenter randomized clinical trial, brain imaging was obtained from infants …

Cutting-Edge Deep Learning Methods For Image-Based Object Detection In Autonomous Driving: In-Depth Survey, Narges Saeedizadeh, Seyed Mohammad Jafar Jalali, Burhan Khan, Shady Mohamed

Research outputs 2022 to 2026

Object detection is a critical aspect of computer vision (CV) applications, especially within autonomous driving systems (AVs), where it is fundamental to ensuring safety and reducing traffic accidents. Recent advancements in computational resources have enabled the widespread adoption of Deep Learning (DL) techniques, significantly enhancing the efficiency and accuracy of object detection tasks. However, the technology for autonomous driving has yet to reach a level of maturity that guarantees consistent performance, reliability, and safety, with several challenges remaining unresolved. This study specifically focuses on 2D image-based object detection methods, which offer several advantages over other modalities, such as cost-effectiveness and …

Autologous Blood Pleurodesis Through An Indwelling Pleural Catheter For The Management Of Prolonged Air Leak In A Malignant Hydropneumothorax, Vanessa Wong, Sathya Balaguruswamy, Bapti Roy

Research outputs 2022 to 2026

The British Thoracic Society guidelines recommend a surgical opinion in cases of prolonged air leak or failure of lung re-expansion after 3–5 days. The management of prolonged air leak in non-surgical candidates often proves to be more challenging, with no expert consensus guidelines on treatment options. There is a paucity of data for the treatment of patients with a prolonged air leak in the setting of a hydropneumothorax, who are not suitable surgical candidates. We present the case of a novel treatment approach for an 89-year-old male with a symptomatic, large malignant pleural effusion treated initially with a routine chest …

Higher Dietary Nitrate Intake Is Associated With Lower Likelihood Of First Clinical Diagnosis Of Central Nervous System Demyelination In Australian Women, Hajar Mazahery, Lucinda J. Black, Alison Daly, Maja Banjac, Catherine P. Bondonno, Liezhou Zhong, Lauren C. Blekkenhorst, Jonathan M. Hodgson, Eleanor Dunlop

Research outputs 2022 to 2026

Dietary nitrate is a precursor to nitric oxide, for which plausible mechanisms exist for both beneficial and detrimental influences in first clinical diagnosis of central nervous system demyelination (FCD), a common precursor to the diagnosis of multiple sclerosis (MS). Whether dietary nitrate has any role in FCD onset is unclear. We tested associations between nitrate intake from food sources (plant, vegetable, animal, processed meat, and unprocessed meat) and likelihood of FCD. We used data from the Ausimmune Study (264 cases, 474 controls) and logistic regression with full propensity score matching. In females, higher nitrate intake from plant-based foods (odds ratio …

Sorption-Based Lithium Extraction From Diverse Brines Using Aluminium-Based Adsorbent, Mohsen Farrokhrouz, Mahdi Madelatparvar, Yasaman Boroumand, Amin Sarmadi, Mehdi Khiadani, Amir Razmjou

Research outputs 2022 to 2026

As demand and pressures to produce more lithium increases in the world in a more cost effective and environmentally sustainable, the existing proven methods such as aluminate-based adsorption should be adapted and combined with naturally heated brines to reduce cost, complexity and carbon footprint of production. In this study, an improved type of aluminate-based adsorbent was utilized to adsorb Li content of different brine sources, to show the relationship between the performance of the adsorbent and other factors in the brine. Different brine samples were synthesised from various geographical locations around the world to check the adsorption capacity of the …

Exploring University Student Mental Health And Wellbeing Through A Low-Barrier Peer-Led Service: Emerging Insights From The Living Room, Amanda L. Cole, Fiona Navin, Dawn Reid

Research outputs 2022 to 2026

Universities are increasingly recognising the importance of addressing the social and emotional wellbeing of their students. Mental health challenges experienced while at university can hinder academic achievement and exacerbate existing mental ill-health. In response to this identified need, many institutions have implemented mental health services, such as psychological and counselling support. However, barriers such as stigma, accessibility, and effectiveness often limit their reach and impact. Many students do not avail themselves to services, or access the supports available, due to these barriers. This study gathered initial data from 110 participants who visited Edith Cowan University’s “The Living Room” (TLR) within …

The Library As A Hospitable Place: Hospitality And Welcoming Volunteers, Geesje Duursma, Erwin Losekoot, Gjalt De Jong

Research outputs 2022 to 2026

Libraries use volunteers. Research indicates various barriers to volunteering. After these barriers have been overcome, it is of great importance that the volunteer is welcomed into the organization. Therefore, hospitality is not just about receiving patrons but also receiving (new) volunteers. For this study, concepts from volunteering were synthesized with hospitality concepts. This case study took place at a library in the northern part of the Netherlands. Data was collected from interviews with management and volunteers in a focus group discussion. The findings were triangulated with official documents from the library. A matrix of hospitality practices is proposed to help …

Development Of Al Ain Flash Flood Risk Maps\ Utilizing High-Resolution And Accurate Remote Sensing Data, Khaled Khamis Al Arfati

Dissertations

Al Ain City has undergone significant land use transformations from 1992 to 2022, marked by a population increase of over 50% and extensive development activities. This period has seen the construction of new residential areas, infrastructure, and commercial establishments, as well as enhancements to green spaces. An analysis of the Digital Terrain Model (DTM) revealed an 83% alteration in the terrain due to urbanization and shifting sand dunes, with most elevation changes under 5 meters.

The primary aim of this dissertation is to develop accurate flash flood risk maps for

Al Ain using high-resolution remote sensing data. This research highlights …

Photo-Thermal Conversion Properties Of Mxene/Metal-Organic-Frameworks-Based Nanofluids For Solar Energy Harvesting, Seyedeh Zahra Haeri, Ali Dashan, Samira Sadeghi, Mitral Golgoli, Mehdi Khiadani, Bahram Ramezanzadeh, Masoumeh Zargar

Research outputs 2022 to 2026

This study focuses on enhancing solar energy capture efficiency by introducing innovative hybrid nanofluids for use in solar thermal collectors, whose performance largely depends on the absorption properties of the working fluid. The newly developed hybrid nanofluids, MXene/NH2-UiO66 (Zr) (noted as MX/UO66) and MXene/MIL-88B (Fe) (noted as MX/ML88), were synthesized using an in-situ solvothermal method, combining annealed Ti3C2Tx MXenes with water-stable metal–organic frameworks (MOFs). These nanofluids achieved high efficiency at low concentrations, providing both economic and performance benefits. Comprehensive testing compared the photothermal properties of these hybrids with single-component UO66 and ML88 nanofluids. The MX structures significantly expanded the absorption …

The Effect Of Perceived Brand Betrayal On Brand Hate, Avoidance-Like And Attack-Like Strategies: A Comparative Study Of Customers With/Without Past Negative Experiences, Nasrin Rasouli, S. Mostafa Rasoolimanesh, Mohammad Alimohammadirokni, Ayatollah Momayez

Research outputs 2022 to 2026

This study explores the impact of perceived brand betrayal on two types of brand hate and their subsequent effects on consumer behavioral responses. It also investigates how these relationships vary between customers with/without past negative experiences. Data about luxury hotels were obtained using an online survey in Iran. Partial least squares structural equation modeling was used for data analysis. The findings indicate that perceived betrayal positively influences passive and active brand hate, leading to negative behavioral responses. Moreover, a significant difference was found between the two groups of customers with/without past negative experiences regarding the effect of perceived betrayal on …

Addressing Reliability Challenges In Generation Capacity Planning Under High Penetration Of Renewable Energy Resources And Storage Solutions: A Review, Taraneh Ghanbarzadeh, Daryoush Habibi, Asma Aziz

Research outputs 2022 to 2026

This study offers a comprehensive survey of generation capacity planning from a reliability perspective, considering the influence of renewable resources and energy storage systems. The uncertainties surrounding intermittent resources raise concerns about power system reliability. This has led to the proposal of new assessment and optimization frameworks in generation expansion planning, as evidenced by numerous reports and original research works. In addition to the challenge concerning power system reliability, phenomena such as Dunkelflaute require thorough consideration when planning problems. Furthermore, energy storage systems have emerged as a promising solution to address these challenges. Consequently, numerous researchers have worked on methods …

Ai-Capable Relationship Marketing: Shaping The Future Of Customer Relationships, Sanjit K. Roy, Ali N. Tehrani, Ameet Pandit, Chrysostomos Apostolidis, Subhasis Ray

Research outputs 2022 to 2026

This study explores the interlinkages between artificial intelligence (AI), dynamic capabilities, and relationship marketing (RM) outcomes. Drawing upon insights from dynamic capabilities and RM theory, this study delineates the strategies and initiatives organizations can adopt using machine learning (ML) and AI to enhance their adaptability to changing market dynamics and customer preferences, in order to develop and maintain stronger relationships with their customers. Based on qualitative data from 67 interviews with managers in different organizations in India, this study contributes to existing theoretical knowledge and managerial practices, as it proposes a comprehensive research framework that demonstrates how AI technologies can …

Comparison Between Antigen And Aalelic Hla Mismatches, And The Risk Of Acute Rejection In Kidney Transplant Recipients, Ryan Gately, Anne Taverniti, Narelle Watson, Armando Teixeira-Pinto, Esther Ooi, Rowena Lalji, Ross Francis, Lucy Sullivan, William Mulley, Kate Wyburn, Scott Campbell, Carmel Hawley, Germaine Wong, Wai H. Lim

Research outputs 2022 to 2026

Deceased donor kidney allocation relies on HLA compatibility at the antigen level, as optimal matching reduces the risk of acute rejection. Whether HLA allele-level mismatches improve, the prediction of acute rejection after transplantation remains unclear. Using data from the Australia and New Zealand Dialysis and Transplant Registry (ANZDATA) from 2017 to 2020, HLA antigenic and allelic mismatches between recipients and deceased donors were calculated with imputation of two-field allelic equivalents undertaken where required. The discordance between antigen and allele mismatches was calculated, and oblique random survival forest models were used to predict acute rejection. Predictive performance of antigen (HLA-A, -B, …

How Does Digital Finance Affect Imports, Exports And Trade Balance: Evidence From China, Hongya Li, Xiaobin Lin, Zhaoyong Zhang

Research outputs 2022 to 2026

This paper investigates how digital inclusive finance affects imports and exports as well as foreign trade balance by incorporating the mediating effect of technological innovation and the moderating effect of identified factors. Using panel data from 31 provinces and regions in China, we find robust evidence that digital inclusive finance has a significant and positive effect on China's trade performance, with technological innovation being the important mediator and marketization, industrial structure transformation and upgrading, economic development and financial regulation as the effective moderators. Such effect is found more striking for the central and western regions, confirming the presence of regional …

Immediate Versus Delayed Exercise On Health-Related Quality Of Life In Patients Initiating Androgen Deprivation Therapy: Results From A Year-Long Randomised Trial, Dennis R. Taaffe, Robert U. Newton, Suzanne K. Chambers, Christian J. Nelson, Nigel Spry, Hao Luo, Oliver Schumacher, David Joseph, Robert A. Gardiner, Dickon Hayne, Daniel A. Galvão

Research outputs 2022 to 2026

BACKGROUND AND OBJECTIVE: An array of treatment-related toxicities result from androgen deprivation therapy (ADT) in patients with prostate cancer (PCa), compromising function and health-related quality of life (HRQoL). Exercise has been demonstrated to counter a number of these adverse effects including decreased HRQoL; however, when exercise should be initiated is less clear. This study aims to examine whether commencing exercise when ADT is initiated rather than later during treatment is more effective in countering adverse effects on HRQoL. METHODS: Men with PCa (48-84 yr) initiating ADT were randomised to immediate exercise (IMEX; n = 54) or delayed exercise (DEL; n …