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Feedbacks Between Fjord Circulation, Mélange Melt, And The Subglacial Discharge Plume At Kangerlussuaq Glacier, East Greenland, M. Wood, I. Fenty, A. Khazendar, J. K. Willis Feb 2025

Feedbacks Between Fjord Circulation, Mélange Melt, And The Subglacial Discharge Plume At Kangerlussuaq Glacier, East Greenland, M. Wood, I. Fenty, A. Khazendar, J. K. Willis

Faculty Research, Scholarly, and Creative Activity

In recent decades, the Greenland ice sheet has been losing ice and contributing substantially to global sea level rise. Approximately half of this recent loss is due to glacier acceleration, increasing the calving of icebergs into the ocean. This process has been linked with increased ocean heat content on the continental shelf, yet the pathways delivering this heat into Greenland's fjords and its interactions with fjord-scale processes modulating glacier ice loss are still unclear. In this study, we use a series of numerical ocean model configurations to examine feedbacks between ocean circulation, subglacial discharge, submarine glacier melt, and ice mélange …


Voices From The Field: Mental Health Therapists' Perceptions Of Collaboration With Child Protective Services Workers, Tamara P. Fields Feb 2025

Voices From The Field: Mental Health Therapists' Perceptions Of Collaboration With Child Protective Services Workers, Tamara P. Fields

Electronic Theses and Dissertations

The child welfare system in the United States requires collaboration across various agencies in the provision of services. Although collaboration between mental health therapists and state agencies is fundamental when the goal is to provide quality care and achieve positive outcomes for families involved with Child Protective Services (CPS), the system is characterized as complicated and fragmented. Using Bronstein’s 2003 model of interprofessional collaboration to understand the dynamics of collaboration between mental health therapists and CPS workers in Texas, this qualitative descriptive research study described mental health therapists’ perceptions of collaborating with CPS workers in delivering therapy services to CPS-involved …


Improving Outcomes Of Depression Through Implementation Of Depression Screenings At A College Health Center, Shelby Leigh Hanigan Feb 2025

Improving Outcomes Of Depression Through Implementation Of Depression Screenings At A College Health Center, Shelby Leigh Hanigan

Electronic Theses and Dissertations

Depression is a common phenomenon. Depression and suicidality are a problem on university campuses. This quality improvement Doctor of Nursing project aimed to establish the importance of routine depression screenings within a college health clinic. The purpose of this project was to determine if implementing routine depression screenings at a university health clinic will or will not increase the number of counseling referrals when compared to the absence of depression screenings in place within an identified timeframe. This protocol screened for depression in college-aged students and suggested care to those students who screened positive. It also led an interprofessional team …


Advisor Satisfaction To Support Online Student Retention, Erica K. Whiddon Feb 2025

Advisor Satisfaction To Support Online Student Retention, Erica K. Whiddon

Electronic Theses and Dissertations

In this dissertation, the researcher explored the relationship between satisfaction with academic advising and online student retention. Online student retention is a critical issue in the context of increasing competition for students in higher education institutions. The specific problem was that online students have lower retention rates, and the reasons students typically select online degree programs are also the reasons they drop out of their degree programs. The purpose was to identify whether students’ reported satisfaction with their advisors mediated the relationship between the existence of external personal life factors and retention. A quantitative nonexperimental causal-comparative and correlational research design …


K–12 Educators’ Use Of Technology And Experiences With Technostress: A Case Study, Greg Blair Pittman Feb 2025

K–12 Educators’ Use Of Technology And Experiences With Technostress: A Case Study, Greg Blair Pittman

Electronic Theses and Dissertations

Abstract

This dissertation explored the increased use of technology in K–12 classrooms, which is causing educators to experience technostress. The purpose of the qualitative, descriptive, single case study was to explore the experiences of K–12 teachers with technology and technostress—techno-insecurity, techno-invasion, techno-complexity, techno-uncertainty, and techno-overload—in a West Texas private school district. The researcher conducted one-to-one interviews with seven K-12 educators and two senior leadership team members. In addition, open-ended online questionnaires were available for K–12 educators and senior leadership team members. Thematic analysis was used to locate and communicate the findings. The principal research question was: How do K–12 classroom …


Staying Sane In The Membrane: Neutral Sphingomyelinase 2 As A Master Regulator Of Plasma Membrane Ceramide, Zainuddin Quadri, Erhard Bieberich Feb 2025

Staying Sane In The Membrane: Neutral Sphingomyelinase 2 As A Master Regulator Of Plasma Membrane Ceramide, Zainuddin Quadri, Erhard Bieberich

Markey Cancer Center Faculty Publications

Ceramide, a key signaling sphingolipid in the plasma membrane, plays a pivotal role in fundamental cellular processes such as adhesion, polarity, and programmed cell death. The generation of plasma membrane ceramide is largely attributed to the activity of two types of sphingomyelinases: neutral sphingomyelinase 2 (nSMase2, Smpd3) and acid sphingomyelinase (aSMase, Smpd1). While many studies have explored ceramide generation following experimental activation of these enzymes, the mechanisms governing basal or steady- state ceramide levels have remained poorly understood. Using an innovative mass spectrometry approach developed in the Canals’ lab, the team has quantified the distinct contributions of nSMase2 and aSMase …


The Mitochondria As An Emerging Target Of Self- Renewal In T-Cell Acute Lymphoblastic Leukemia, Majd Al-Hamaly, Evelyn Winter, Jessica S. Blackburn Feb 2025

The Mitochondria As An Emerging Target Of Self- Renewal In T-Cell Acute Lymphoblastic Leukemia, Majd Al-Hamaly, Evelyn Winter, Jessica S. Blackburn

Markey Cancer Center Faculty Publications

Acute lymphocytic leukemia (ALL) is the most common leukemia in children, with the T-cell subtype (T- ALL) accounting for 15% of those cases. Despite advancements in the treatment of T-ALL, patients still face a dismal prognosis following their first relapse. Relapse can be attributed to the inability of chemotherapy agents to eradicate leukemia stem cells (LSC), which possess self-renewal capabilities and are responsible for the long-term maintenance of the disease. Mitochondria have been recognized as a therapeutic vulnerability for cancer stem cells, including LSCs. Mitocans have shown promise in T-ALL both in vitro and in vivo, with some currently in …


Potential Mental Disorder Symptoms In The Prophet Elijah: An Exegetical And Psychological Analysis Of Selected Episodes From 1 Kings 18–19, Dariusz Iwański, Thomas G. Plante Feb 2025

Potential Mental Disorder Symptoms In The Prophet Elijah: An Exegetical And Psychological Analysis Of Selected Episodes From 1 Kings 18–19, Dariusz Iwański, Thomas G. Plante

Psychology

This interdisciplinary study examines the prophet Elijah’s experiences as depicted in 1 Kings 18–19 through a multidisciplinary lens, combining theological, literary, and psychological perspectives. Drawing on literary and historical–critical methods, a biblical scholar analyzes the narrative’s linguistic and cultural dimensions, while a psychologist evaluates these findings using contemporary mental health frameworks, including the DSM-5 and models of spiritual struggle. By synthesizing these approaches, the study explores Elijah’s emotional challenges, highlighting their resonance with modern understandings of mental health and spirituality. The findings suggest that Elijah’s profound struggles—marked by triumph, despair, and renewal—offer valuable insights into the interplay of faith, vulnerability, …


Tracking Community Outreach And Engagement Activities Among National Cancer Institute-Designated Cancer Centers, Todd Burus, Caree Mcafee, Pamela Hull, Amy Leader, Christopher Mcnair Feb 2025

Tracking Community Outreach And Engagement Activities Among National Cancer Institute-Designated Cancer Centers, Todd Burus, Caree Mcafee, Pamela Hull, Amy Leader, Christopher Mcnair

Kimmel Cancer Center Faculty Papers

The National Cancer Institute's (NCI) Cancer Center Support Grant mandates that NCI-designated cancer centers establish a Community Outreach and Engagement (COE) component to help direct efforts at reducing cancer burden within their catchment areas. Despite the critical role of COE offices, little is known about how they track and evaluate outreach activities and outcomes. We gathered information on current practices from representatives of 40 out of 65 COE offices using an online survey. Although nearly all responding centers (97.5%) tracked COE activities, no consensus existed on resources used, and satisfaction with current solutions was mixed (51.0% not satisfied). Respondents expressed …


Evaluating The Generalisability Of Region-Naïve Machine Learning Algorithms For The Identification Of Epilepsy In Low-Resource Settings, Ioana Duta, Symon M. Kariuki, Anthony Ngugi, Angelina Kakooza Mwesige, Honorati Masanja, Daniel M. Mwanga, Seth Owusu-Agyei, Ryan Wagner, J Helen Cross, Josemir W. Sander W. Sander Feb 2025

Evaluating The Generalisability Of Region-Naïve Machine Learning Algorithms For The Identification Of Epilepsy In Low-Resource Settings, Ioana Duta, Symon M. Kariuki, Anthony Ngugi, Angelina Kakooza Mwesige, Honorati Masanja, Daniel M. Mwanga, Seth Owusu-Agyei, Ryan Wagner, J Helen Cross, Josemir W. Sander W. Sander

Population Health, East Africa

Objectives: Approximately 80% of people with epilepsy live in low- and middle-income countries (LMICs), where limited resources and stigma hinder accurate diagnosis and treatment. Clinical machine learning models have demonstrated substantial promise in supporting the diagnostic process in LMICs by aiding in preliminary screening and detection of possible epilepsy cases without relying on specialised or trained personnel. How well these models generalise to naïve regions is, however, underexplored. Here, we use a novel approach to assess the suitability and applicability of such clinical tools to aid screening and diagnosis of active convulsive epilepsy in settings beyond their original training contexts. …


Glp-1ra And Sglt2i Utilization In People With Type 2 Diabetes With Atherosclerotic Cardiovascular Disease (Ascvd) Or At High Risk Of Ascvd In The Gulf Region: Results From The Pact-Mea Studys, Waleed A. Al-Dahi, Saeed H. Khalaf, Dalal A. Alromaihi, Naji M. Alamuddin, Doaa K. Abdalla, Hanan Y. Alfadehla, Amin A. Jayyousi, Mashhood A. Siddique, Usama A. Alalami, Guruprasad C. Subbarao, Shashikanth J. Chetty, Jehan A. Abdulla Feb 2025

Glp-1ra And Sglt2i Utilization In People With Type 2 Diabetes With Atherosclerotic Cardiovascular Disease (Ascvd) Or At High Risk Of Ascvd In The Gulf Region: Results From The Pact-Mea Studys, Waleed A. Al-Dahi, Saeed H. Khalaf, Dalal A. Alromaihi, Naji M. Alamuddin, Doaa K. Abdalla, Hanan Y. Alfadehla, Amin A. Jayyousi, Mashhood A. Siddique, Usama A. Alalami, Guruprasad C. Subbarao, Shashikanth J. Chetty, Jehan A. Abdulla

Saudi Medical Journal

Objectives: To provide insights into the real-world usage of glucagon-like peptide-1 receptor agonists (GLP-1RAs) and sodium-glucose cotransporter 2 inhibitors (SGLT2i) among individuals with type 2 diabetes (T2D) from Bahrain, Kuwait, and Qatar who either had established atherosclerotic cardiovascular disease (eASCVD) or were at high risk of developing ASCVD. Methods: This study of 1062 adults diagnosed with T2D from Bahrain, Kuwait, and Qatar is a sub-analysis within the Prevalence and Clinical Management of Atherosclerotic Cardiovascular Diseases in Patients with Type 2 Diabetes across Countries in the Middle East and Africa (PACT-MEA) study, a noninterventional, cross-sectional study. Participants were recruited from 13 …


Quality Of Life Improvement In Children With Otitis Media With Effusion Post Ventilation Tube Insertion: A Prospective Cohort Study, Abdullah S. Alkhaldi, Lama M. Alsahli, Sultan A. Al-Ibraheem, Muataz H. Alhashem, Fahad A. Al-Saab Feb 2025

Quality Of Life Improvement In Children With Otitis Media With Effusion Post Ventilation Tube Insertion: A Prospective Cohort Study, Abdullah S. Alkhaldi, Lama M. Alsahli, Sultan A. Al-Ibraheem, Muataz H. Alhashem, Fahad A. Al-Saab

Saudi Medical Journal

Objectives: To study is to establish the OM-6 scores in Saudi children with OME and subjectively assess the change in QoL following VT insertion. The Otitis Media 6 (OM-6) questionnaire is a widely used measure of the quality of life (QoL) in children with otitis media with effusion (OME). Myringotomy with ventilation tube (VT) insertion is indicated when OME persists with clinically documented hearing impairment. Methods: The present study is a prospective cohort study investigating the QoL of children with OME using a validated OM-6 questionnaire. The caregivers of 100 children were subjected to the questionnaire preoperatively from January 2023 …


Cochlear Implantation At King Abdallah Medical City, Makkah, Saudi Arabia: Single Institution Experience, A 5-Years Retrospective Analysis, Shatha Y. Alqahtani, Shuruq M. Almasoudi, Zohour A. Almalki, Khalid M. Badr, Saeed A. Alghamdi, Fares E. Alghamdi Feb 2025

Cochlear Implantation At King Abdallah Medical City, Makkah, Saudi Arabia: Single Institution Experience, A 5-Years Retrospective Analysis, Shatha Y. Alqahtani, Shuruq M. Almasoudi, Zohour A. Almalki, Khalid M. Badr, Saeed A. Alghamdi, Fares E. Alghamdi

Saudi Medical Journal

Objectives: To review the outcomes of the cochlear implantation program at King Abdallah Medical Center (KAMC) in Makkah from its launch in 2018 to 2023, focusing on patient demographics, procedural details, and complications. Methods: A retrospective analysis was conducted on 133 patients who underwent cochlear implantation (CI) at KAMC between May 2018 and June 2023. Data collected included demographics, hearing loss types, anatomical findings from imaging, types of CI devices, procedural challenges, and complications. Results: The average age of the patients was 9 years (108 months) with 56.4% males and 96.2% Saudi nationals. Most patients (50.4%) were from Makkah, and …


Shifting Sands: Unveiling The Changes In Respiratory Comorbidities And Fungal Pathogens In Saudi Arabia, Aiah M. Khateb, Fadwa S. Alofi, Mohammad A. Alturkostani, Abdullah Z. Almutairi Feb 2025

Shifting Sands: Unveiling The Changes In Respiratory Comorbidities And Fungal Pathogens In Saudi Arabia, Aiah M. Khateb, Fadwa S. Alofi, Mohammad A. Alturkostani, Abdullah Z. Almutairi

Saudi Medical Journal

Objectives: To investigate epidemiological changes in respiratory fungal infections (RFI), including fungal isolation and colonization, at one of the main centers in Medina. The incidence of RFI is rising due to an increase in the number of immunocompromised individuals, a higher prevalence of respiratory viral infections, and an aging population. Methods: A retrospective cross-sectional study was conducted by extracting data of patients with fungal-positive respiratory cultures from King Fahad Hospital (KFH), Al Madinah Al Munawwarah from 2013 to 2023. Results: A total of 352 episodes of fungal-positive cultures were identified in 79 patients, reflecting a 12-fold increase in RFI prevalence. …


Major General Dr. Ketab Al-Otaibi (1943- 2024) Feb 2025

Major General Dr. Ketab Al-Otaibi (1943- 2024)

Saudi Medical Journal

No abstract provided.


Giant Left Gastric Artery Aneurysm With Intrathoracic Extension, Ayhan Akcali, Bilal Ogan, Celal Buğra Sezen, Muzaffer Metin Feb 2025

Giant Left Gastric Artery Aneurysm With Intrathoracic Extension, Ayhan Akcali, Bilal Ogan, Celal Buğra Sezen, Muzaffer Metin

Saudi Medical Journal

ABSTRACT Splanchnic artery aneurysms, particularly those involving the left gastric artery, are infrequent occurrences and often lack noticeable symptoms, but their rupture involves a significant risk of mortality. We present a case involving an unruptured left gastric artery aneurysm (LGAA) that extended into the right hemithorax. This case report outlines the categorization, clinical manifestations, and diagnostic challenges associated with such aneurysms. Our findings could offer valuable insights for clinicians and radiologists when adopting a systematic approach for the early detection and management of LGAA.


Milestone: Covid-19 Five Years Ago Feb 2025

Milestone: Covid-19 Five Years Ago

Saudi Medical Journal

No abstract provided.


The Impact Of Working With Forced Migrants In The Context Of Graduate Research Training, Alfonso Mercado, Frances R. Morales, Amanda Palomin, Andy U. Torres, Amanda Venta Feb 2025

The Impact Of Working With Forced Migrants In The Context Of Graduate Research Training, Alfonso Mercado, Frances R. Morales, Amanda Palomin, Andy U. Torres, Amanda Venta

Psychological Science Faculty Publications

Researchers, including graduate students, who work with refugees and asylum seekers are exposed to narratives of torture, trauma, loss, and distress. This article features the testimonies of the authors as doctoral students and mental health researchers-in-training—as well as their supervisors—regarding their research with the immigrant community in an underserved area on the Texas U.S.–Mexico border, a popular migratory entry point for Central American immigrants seeking asylum in the United States. This article aimed to bear witness to the emotional impact that working with forced migrants may have on researchers by describing the experiences of doctoral students conducting research with asylum …


Adverse Childhood Experiences, Anger, And Violence Among Justice-Involved Youth: A Network Analysis, Nan Li, Matt Shelton, Elena L. Grigorenko Feb 2025

Adverse Childhood Experiences, Anger, And Violence Among Justice-Involved Youth: A Network Analysis, Nan Li, Matt Shelton, Elena L. Grigorenko

Psychological Science Faculty Publications

Background: Adverse childhood experiences (ACEs) are a complex construct that can be viewed as a network of interconnected adversities, with some interactions being substantially stronger than others. However, relatively little is known about the complex interactions between adversities in justice-involved youth (JIY). Moreover, even less is known about the pathways through which early adverse experiences contribute to violent offending.

Objective: The present study aimed to identify the most influential adverse event(s) within a network structure of adversity. It also investigated one of the pathways through which ACEs contributed to violent offending.

Participants and setting: We used archival data consisting of …


Amputation Eras, Children's Mercy Kansas City Feb 2025

Amputation Eras, Children's Mercy Kansas City

Clinical Pathways

No abstract provided.


The Hidden Cost Of Using Time Series Aggregation For Modeling Low-Carbon Industrial Energy Systems: An Investors’ Perspective, Markus Fleschutz Feb 2025

The Hidden Cost Of Using Time Series Aggregation For Modeling Low-Carbon Industrial Energy Systems: An Investors’ Perspective, Markus Fleschutz

Publications

Time series aggregation (TSA) is commonly used in energy system optimization to reduce model complexity and computational expenses by selecting periods to represent the entire time series. TSA’s accuracy has traditionally been assessed by comparing the objective values between the original and TSA models (assumed error). However, evaluating TSA from an investor’s standpoint involves analyzing the performance of TSA-based energy system designs using the original time series. Therefore, we introduce the hidden error and total error, novel error metrics, to evaluate the financial implications of TSA through backtesting the TSA-based system designs using the original time series. Our analysis extends …


Integrating The Interconnections Between Groundwater And Land Surface Processes Through The Coupled Nasa Land Information System And Parflow Environment, Fadji Z. Maina, Dan Rosen, Peyman Abbaszadeh, Chen Yang, Sujay V. Kumar, Matthew Rodell, Reed Maxwell Feb 2025

Integrating The Interconnections Between Groundwater And Land Surface Processes Through The Coupled Nasa Land Information System And Parflow Environment, Fadji Z. Maina, Dan Rosen, Peyman Abbaszadeh, Chen Yang, Sujay V. Kumar, Matthew Rodell, Reed Maxwell

Civil and Environmental Engineering Faculty Publications and Presentations

Understanding the interactions between the atmosphere, the land, and the subsurface is fundamental to hydrology and is critical for a better assessment of the impacts of climate change and human management on hydrological systems. However, many land surface models simplify the subsurface hydrology and thereby these interactions. In this study, we couple the land surface model Noah‐MP included in the NASA Land Information System (LIS) with the integrated hydrologic model ParFlow (ParFlow‐LIS) using the Earth System Modeling Framework (ESMF) and the National United Operational Prediction Capability (NUOPC). This coupling improves the simulation of water and energy cycle processes by adding …


Introduction 17(1) 2025, Rosalind Latiner Raby Feb 2025

Introduction 17(1) 2025, Rosalind Latiner Raby

Journal of Comparative & International Higher Education

No abstract provided.


Introduction: 2024 State Of The Field Report, Rosalind Latiner Raby Feb 2025

Introduction: 2024 State Of The Field Report, Rosalind Latiner Raby

Journal of Comparative & International Higher Education

No abstract provided.


International Higher Education: A Discussion On The College Experience For International Students Who Identify As Lgbt+ And Development Of An Interview Tool, Jacob W. Werst, Brandon B. Million Feb 2025

International Higher Education: A Discussion On The College Experience For International Students Who Identify As Lgbt+ And Development Of An Interview Tool, Jacob W. Werst, Brandon B. Million

Journal of Comparative & International Higher Education

No abstract provided.


Culture Difference: Perceptions Of Student Engagement Of Chinese International Graduate Students At A Canadian University, Meng Xiao Feb 2025

Culture Difference: Perceptions Of Student Engagement Of Chinese International Graduate Students At A Canadian University, Meng Xiao

Journal of Comparative & International Higher Education

No abstract provided.


Blind And Low-Vision Students As Surveyors Of In/Accessibility In Technology-Mediated Formal Education, Natalie Shaheen Feb 2025

Blind And Low-Vision Students As Surveyors Of In/Accessibility In Technology-Mediated Formal Education, Natalie Shaheen

Faculty Publications - College of Education

K-12 institutions are slowly realizing (a) that many of the instructional technologies they use are inaccessible and (b) that technical debt oppresses blind and low-vision (BLV) students. Herein, I report the findings from a qualitative exploration of how BLV students differentiate between accessible and inaccessible technology-mediated education. The findings suggest that in/accessible technology-mediated education is an assemblage of learning, access labor, teachers, technologies, temporalities, and affectivities. I argue that to construct technology-mediated education that is equitable and accessible to BLV students K-12 institutions must do more than pay off their technical debt. I conclude with recommendations for how K-12 institutions …


Expanding The Healthy Project: Assessing Health Literacy And Health Information Navigational Skills In High School Youth, Isaac Perez, John Ronnau, Eron Manusov Feb 2025

Expanding The Healthy Project: Assessing Health Literacy And Health Information Navigational Skills In High School Youth, Isaac Perez, John Ronnau, Eron Manusov

MEDI 9331 Scholarly Activities Clinical Years

Addressing the gaps identified by previous health literacy assessments in the Rio Grande Valley, this study evaluated an educational intervention aiming to enhance eHealth literacy among adolescents at a Title I high school by incorporating peer-to-peer education that targeted state educational standards for high school health science courses. Results demonstrated a statistically significant improvement in students' mean eHEALS scores by 6.56%, notably in using online health resources effectively. However, students' abilities to critically evaluate health information showed less improvement. Although statistically significant, the practical relevance of these improvements on students' real-world health-seeking behaviors requires further investigation, pointing to the necessity …


The Impact Of Electronic Word-Of-Mouth Marketing (Ewom) Acceptance On Purchase Intentions For Household Products On Tiktok Shop, Giang Nguyen Thi Phuong, Huong Ngo Thi Thanh, Nhu Tran Thi Huynh, Tan Thai Dong Feb 2025

The Impact Of Electronic Word-Of-Mouth Marketing (Ewom) Acceptance On Purchase Intentions For Household Products On Tiktok Shop, Giang Nguyen Thi Phuong, Huong Ngo Thi Thanh, Nhu Tran Thi Huynh, Tan Thai Dong

Journal of Economics and Administrative Sciences

This article aims to discover the influence of Electronic word of mouth (eWOM) on consumer purchase intentions within the context of TikTok Shop, with particular attention given to household products. The motivation behind this study is to explain key variables that determine the role of eWOM as a major driver of consumer behavior in the digital market. A detailed model was also recommended to clearly establish how information perceived as useful and reader attitudes towards shared content influence purchasing behaviors. Conducting a mixed-methods investigation, this study aims at collecting the necessary data on 500 consumers from Ho Chi Minh City, …


Comparison Between The Partial Least Squares Method And Principal Components Using Genetic Algorithm With An Application, Hayder Osman Hussein, Rabab Abdul Rida Al-Bakri Feb 2025

Comparison Between The Partial Least Squares Method And Principal Components Using Genetic Algorithm With An Application, Hayder Osman Hussein, Rabab Abdul Rida Al-Bakri

Journal of Economics and Administrative Sciences

The problem of multicollinearity among independent variables in a regression model was addressed in this study using Partial Least Squares (PLS) and Principal Component Analysis (PCA). The influence exerted by multicollinearity can deteriorate the results of regression modeling; that is, it makes the traditional technique OLS less reliable. The research is centered on applying advanced algorithms for Partial Least Squares (SIMPL and O-PLS) as well as for PCA (NIPALS and SVD) on real-life data scenarios, as well as integrating genetic algorithm (GAs) with these algorithms to optimize predictive performance. The relative efficiency of these methods is evaluated primarily through the …