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Social Justice In Higher Education: The Forgotten Needs Of Students With Visual Impairments In Bangladesh, Mohammed Mozadded Hossen, Roy K. Chen, Nahal Salimi, Jane L. Nichols Jan 2025

Social Justice In Higher Education: The Forgotten Needs Of Students With Visual Impairments In Bangladesh, Mohammed Mozadded Hossen, Roy K. Chen, Nahal Salimi, Jane L. Nichols

School of Rehabilitation Services & Counseling Faculty Publications

Students with disabilities face myriad barriers and hurdles to success in higher education settings. Institutions in developing nations often lack the necessary resources to provide accessible instruction, and the absence of clearly defined policies further impedes upholding the educational rights of such a special population. The purpose of this study was to examine how undergraduate students with visual impairments in Bangladesh felt about their experiences related to social justice and challenges in learning during the COVID-19 pandemic. A convenience sample of 133 students was recruited from two public universities. The authors developed two instruments, namely, the Social Justice Experiences in …


Towards Understanding Thermal Management In Unsteady Boundary Layer Flow With Ac/Dc Electric Fields, Sara Abdelsalam, M. A. Dagher, Y. A. Elmaboud, A. I. Abdellateef Jan 2025

Towards Understanding Thermal Management In Unsteady Boundary Layer Flow With Ac/Dc Electric Fields, Sara Abdelsalam, M. A. Dagher, Y. A. Elmaboud, A. I. Abdellateef

Basic Science Engineering

Unsteady boundary layer flow induced by alternating current (AC) or direct current (DC) electric field through a porous layer is investigated numerically. The finite difference method based on Crank-Nicolson is applied to solve the nonlinear system. The governing equations are built with fractional shear stress and the Cattaneo heat flux model, and time fractional derivatives are computed using the Caputo fractional derivative. The numerical results are presented to demonstrate the effects of varying parameters on momentum and thermal boundary layer. The results reveal that the time delay in the velocity profile occurs for larger values of both the velocity fractional …


Monitoring Of A Steel-Reinforced Mse Abutment Wall And Evaluation Of Its Bearing Capacity Based On The Cpt And Dcpt, Venkata Abhishek Sakleshpur, Monica Prezzi, Rodrigo Salgado, Peter Becker, Yaser Zafari Jan 2025

Monitoring Of A Steel-Reinforced Mse Abutment Wall And Evaluation Of Its Bearing Capacity Based On The Cpt And Dcpt, Venkata Abhishek Sakleshpur, Monica Prezzi, Rodrigo Salgado, Peter Becker, Yaser Zafari

JTRP Technical Reports

A two-span bridge, supported by steel H-piles and mechanically stabilized earth (MSE) bridge abutments, was constructed as part of a new interchange on I-65 in Whitestown, Indiana. The east and west MSE abutment walls consisted of precast concrete facing panels, ribbed steel strips, and coarse-grained backfill soil. A section near the middle of the east MSE abutment wall was selected for instrumentation and performance monitoring. A variety of sensors, including earth pressure cells, strain gauges, inclinometers, and crackmeters were used to measure the magnitude and evolution of several quantities, such as the vertical stresses at the base of the leveling …


1 Of 84 The Discursive Tactics Of Perpetuating White Normativity In Public Education: A Critical Policy Discourse Analysis Of Anti-Crt Policies Across 18 States, Alison Wilson, Alissa Blair, Jason L. Endacott, Christopher Giller, Christian Z. Goering Jan 2025

1 Of 84 The Discursive Tactics Of Perpetuating White Normativity In Public Education: A Critical Policy Discourse Analysis Of Anti-Crt Policies Across 18 States, Alison Wilson, Alissa Blair, Jason L. Endacott, Christopher Giller, Christian Z. Goering

Curriculum and Instruction Faculty Publications and Presentations

In recent years, state policies banning "divisive concepts" have proliferated as part of a coordinated effort to undermine racial justice by framing critical discussions of race as "indoctrination" and imposing ideological restrictions on curriculum and pedagogy. Using critical policy discourse analysis informed by a critical study of whiteness, this paper examines how 22 policy documents from 18 states operate discursively to shape the parameters of race-related discourse in public education. Our findings suggest that these policies employ three primary discursive maneuvers: (1) constructing false equivalencies that equate white discomfort with racial oppression, (2) appealing to "universal" values to obscure systemic …


Educational Case: Disseminated Intravascular Coagulation In A Patient With Cancer, Kripa Ahuja, Richard M. Conran Jan 2025

Educational Case: Disseminated Intravascular Coagulation In A Patient With Cancer, Kripa Ahuja, Richard M. Conran

Department of Biomedical and Translational Sciences Faculty Publications

The following fictional case is intended as a learning tool within the Pathology Competencies for Medical Education (PCME), a set of national standards for teaching pathology. These are divided into three basic competencies: Disease Mechanisms and Processes, Organ System Pathology, and Diagnostic Medicine and Therapeutic Pathology. For additional information, and a full list of learning objectives for all three competencies, see https://www.sciencedirect.com/journal/academic-pathology/about/pathology-competencies-for-medical-education-pcme.


Protein Marker-Dependent Drug Discovery Targeting Breast Cancer Stem Cells, Ashley V. Huang, Yali Kong, Kan Wang, Milton L. Brown, David Mu Jan 2025

Protein Marker-Dependent Drug Discovery Targeting Breast Cancer Stem Cells, Ashley V. Huang, Yali Kong, Kan Wang, Milton L. Brown, David Mu

Department of Biomedical and Translational Sciences Faculty Publications

Breast cancer is one of the most common cancers globally. Unfortunately, many patients with breast cancer develop resistance to chemotherapy and tumor recurrence, which is primarily driven by breast cancer stem cells (BCSCs). BCSCs behave like stem cells and can self-renew and differentiate into mature tumor cells, enabling the cancer to regrow and metastasize. Key markers like CD44 and aldehyde dehydrogenase-1 (ALDH1), along with pathways like Wingless-related integration site (Wnt), Notch, and Hedgehog, are critical to regulating this stem-like behavior of BCSCs and, thus, are being investigated as targets for various new therapies. This review summarizes marker-dependent strategies for targeting …


Customer Service Operations: A Gatekeeper Framework, Maqbool Dada, Brett A. Hathaway, Evgeny Kagan Jan 2025

Customer Service Operations: A Gatekeeper Framework, Maqbool Dada, Brett A. Hathaway, Evgeny Kagan

Faculty Publications

Customer service has evolved beyond in-person visits and phone calls to include live chat, AI chatbots and social media, among other contact options. Service providers typically refer to these contact modalities as “channels”. Within each channel, customer service agents are tasked with managing and resolving a stream of inbound service requests. Each request involves milestones where the agent must decide whether to keep assisting the customer or to transfer them to a more skilled – and often costlier – provider. To understand how this request resolution process should be managed, we develop a model in which each channel is represented …


New Family Law Statutes In 2024: Selected State Legislation, Family Law Quarterly 2024–25 Editors, New York Law School Jan 2025

New Family Law Statutes In 2024: Selected State Legislation, Family Law Quarterly 2024–25 Editors, New York Law School

Redefining Family Law: State Legislative Updates

This article provides summaries and context for 35 changes to family law that were enacted in 2024 by legislatures in 25 states and the District of Columbia. The topics include (1) Equal Protection, (2) Child Custody and Visitation, (3) Nonparent Custody and Visitation, (4) Child Welfare, (5) Domestic Violence, (6) Juvenile Justice, (7) Parentage, (8) Age of Marriage, (9) Companion Animals, (10) Education, (11) Criminal Justice, and (12) Provision of Legal Services. More specifically, the topics of the laws featured in this article include (among others) supervised visitation; increased protections for LGBTQ+ families; pet custody in divorce proceedings; and strengthened …


A Comprehensive Guide To Construction Documentation: From Hand Drafting To Bim, Cesar Salazar Jan 2025

A Comprehensive Guide To Construction Documentation: From Hand Drafting To Bim, Cesar Salazar

Open Educational Resources

The construction industry relies heavily on precise and clear documentation to ensure the successful completion of projects. This book is a comprehensive guide to creating construction drawings, focusing on the principles and best practices that lead to high-quality outputs. Unlike manuals that teach specific software tools, this book emphasizes the effective use of various drawing tools to produce detailed graphic narratives that support the entire construction process, from inception to completion.


Business Communication And Editing Students’ Evaluations Of Written Error: An Eye-Tracking Study, Matt Baker, Grant Eck, Ana Barraza, Benjamin Duffield Jan 2025

Business Communication And Editing Students’ Evaluations Of Written Error: An Eye-Tracking Study, Matt Baker, Grant Eck, Ana Barraza, Benjamin Duffield

Faculty Publications

Using eye-tracking and interview methods, this study investigates how business communication students and editing students attend to and evaluate writing. Participants reviewed blog posts embedded with errors and judged publication readiness. While both groups visually fixated longer on errors than non-errors, business communication students were more likely to approve error-containing texts for publication. Qualitative data revealed that business communication students prioritized content while editing students prioritized surface-level issues. These findings suggest that disciplinary background informs evaluative standards, even when error-detection behavior is similar. The results carry implications for instruction in business writing and editing, especially concerning collaborative, cross-disciplinary workplace writing.


The Judicial Administrative Power, Jonathan Petkun, Joseph Schottenfeld Jan 2025

The Judicial Administrative Power, Jonathan Petkun, Joseph Schottenfeld

Faculty Scholarship

Article III of the Constitution confines the “judicial Power of the United States” to the adjudication of “cases” and “controversies.” In practice, however, federal judges exercise control over, and spend their scarce time on, a wide range of activities that traverse far beyond any individual adjudication. Typically classified as a form of “judicial administration,” these activities span everything from promulgating the rules of the various federal courts to overseeing federal pretrial detention services or choosing federal public defenders.

This Article describes how judges became involved in these nonadjudicatory Article III activities, clarifies the activities’ relationship to Article III adjudication, and …


Bankruptcy Appeal Barriers, Jonathan M. Seymour Jan 2025

Bankruptcy Appeal Barriers, Jonathan M. Seymour

Faculty Scholarship

Appeals in bankruptcy do not look like appeals elsewhere in the federal court system. In particular, bankruptcy appeal barriers are strikingly distinctive. These barriers serve outright to block an appeal from being decided. An appellate court may dismiss an appeal, rather than consider the merits, if facts on the ground have changed so much since the original decision that providing a remedy to an appellant, even if victorious, would not be prudent. Take ongoing litigation in the Boy Scouts bankruptcy case. A plan of reorganization was confirmed fixing the entitlements of victims to compensation. Dissenting creditors argued bitterly the plan …


Collective Management Of Copyrights And Human Rights In An Age Of Technological Automation, Laurence R. Helfer, Giulia Priora Jan 2025

Collective Management Of Copyrights And Human Rights In An Age Of Technological Automation, Laurence R. Helfer, Giulia Priora

Faculty Scholarship

Collective management organizations (CMOs) across the world have remained key to the exercise and enforcement of copyrights and neighbouring rights of individual creators notwithstanding the rapid development of digital technologies and their decentralizing potential. This chapter provides an up-to-date legal analysis on the role and activities carried out by CMOs vis-à-vis the protection of creators’ rights as international human rights. By scrutinizing key treaty provisions and interpretative documents, the analysis reveals how a human rights framework supports numerous functions performed by CMOs. However, significant conflicts may arise from certain practices and policies of CMOs concerning, for example, mandatory membership, promotion …


Opening The Channels And Speeding The Game: A Short History Of Transactional Forms, Laura M. Scott Jan 2025

Opening The Channels And Speeding The Game: A Short History Of Transactional Forms, Laura M. Scott

Faculty Scholarship

Citators, digests, annotated codes. These standard legal research tools, developed by generations of lawyers and now adapted for the online era, tend to be the province of litigators. Transactional lawyers may also occasionally use these tools, but for the practitioner making and documenting commercial, corporate, real estate, or securities deals, legal forms are often a more useful tool. Used judiciously, these sample documents make drafting more efficient, guide junior business lawyers through unfamiliar transactions, and help identify legal issues to be researched.

For today’s dealmakers, online transactional forms are essential research and drafting tools in their own right, but examining …


The Taylor Resolution Over A Skew Polynomial Ring, Luigi Ferraro, Desiree Martin, W. Frank Moore Jan 2025

The Taylor Resolution Over A Skew Polynomial Ring, Luigi Ferraro, Desiree Martin, W. Frank Moore

School of Mathematical & Statistical Sciences Faculty Publications

Let k be a field and let I be a monomial ideal in the polynomial ring Q = k[x1, . . . , xn]. In her thesis, Taylor introduced a complex which provides a finite free resolution for Q/I as a Q-module. Later, Gemeda constructed a differential graded structure on the Taylor resolution. More recently, Avramov showed that this differential graded algebra admits divided powers. We generalize each of these results to monomial ideals in a skew polynomial ring R. Under the hypothesis that the skew commuting parameters defining R are roots of unity, we prove as an application that …


Generalizations Of Some Q-Product Identities Of Ramanujan And Others, Timothy J. Huber, James Mclaughlin, Dongxi Ye Jan 2025

Generalizations Of Some Q-Product Identities Of Ramanujan And Others, Timothy J. Huber, James Mclaughlin, Dongxi Ye

School of Mathematical & Statistical Sciences Faculty Publications

By considering certain limiting cases of a WP-Bailey chain discovered by Andrews, and also limiting cases of certain classical summation formulae for basic hypergeometric series, we derive new expressions for certain Lambert series in terms of basic hypergeometric series. In some cases, the resulting series involve an arbitrary Bailey pair. This allows for the derivation of new basic hypergeometric expansions for some q-products and series that Ramanujan expressed in terms of Lambert series. Some of Ramanujan’s identities are extended to more general relations containing one or more free parameters.


Douglas K. Newell Oral History, Douglas K. Newell, Katherine O'Neil Jan 2025

Douglas K. Newell Oral History, Douglas K. Newell, Katherine O'Neil

50 Years of Douglas K. Newell

The following is the written transcript of the oral history of Edmund O. Belsheim Professor of Law Emeritus Douglas K. Newell. This transcript has been slightly edited by Professor Newell for accuracy.

The interviews capturing the oral history were conducted by Katherine O'Neil '77 during 2023-2024, transcribed and then edited by Professor Newell in 2025.

The history chronicles Professor Newell's life from his early humble beginnings in Glendale, California, attending Pomona College, being accepted into Harvard Law School, his Clerkship with U.S. District Judge for Los Angeles' Central District William M. Byrne, his brief foray into private practice, and his …


The Rights Of Englishmen, A Primary Source Reader For Students Of Early Modern British History & Early American History, Robin Brooks Ishler Jan 2025

The Rights Of Englishmen, A Primary Source Reader For Students Of Early Modern British History & Early American History, Robin Brooks Ishler

Open Touro Created

2025

This book is a collection of primary sources from the United Kingdom and English-Speaking North America from the Magna Carta in 1215 through the middle of the 19th Century, with commentary and an introduction from Dr. Robin Ishler. The purpose of the book is not only to act as a resource for students of Early Modern British history and early American history, but also to demonstrate the deep political and philosophical connections between the United States and the larger English legal and societal context from which it emerged. Dr. Ishler argues that it is an unfortunate reality that many …


Practical Experimental Microbiology: Laboratory Manual, Rivka Levron Jan 2025

Practical Experimental Microbiology: Laboratory Manual, Rivka Levron

Open Touro Created

2025

Microbiology, especially the laboratory component, is a highly practical and useful course for students pursuing many career options. While a number of excellent microbiology laboratory manuals are available, many are more suitable for a full-year course in microbiology or for more advanced studies.

Microbiology Experimental Laboratory Manual is comprehensive in teaching students basic microbiological techniques, i.e., how to grow and stain bacteria, how to identify bacteria and fungi, and means of identifying different species of bacteria microscopically. Further experiments enable students to identify the most effective soap/detergent from those readily available; to discover which spices have the most anti-bacterial …


Debating Justice, Tom Rozinski Jan 2025

Debating Justice, Tom Rozinski

Open Touro Created

2025

This book introduces students to a modified form of Lincoln-Douglas debate that is suitable for use in college philosophy or political science courses. Students will learn how to make good arguments and identify bad ones. They will learn how to structure the affirmative and negative cases in debate and the specific duties of each speech in the debate. There is also a section on preparing for, conducting, and defending against cross-examination. Students learn about four value systems to use in their debates: utilitarianism, libertarianism, Kantian justice, and Rawlsian justice. The text includes two full debates to illustrate how students …


Indigenous Communities Suffer Multigenerational Trauma (“Susto”) From The Trafficking And Slavery Of Native Women And Children, Bill Piatt, Karagan Carson, Meghan Monahan, Makayla Perez Jan 2025

Indigenous Communities Suffer Multigenerational Trauma (“Susto”) From The Trafficking And Slavery Of Native Women And Children, Bill Piatt, Karagan Carson, Meghan Monahan, Makayla Perez

Faculty Articles

Trafficking and slavery have probably existed as long as humanity has existed. Despite efforts on many fronts, it will likely not be eradicated in our lifetimes. Bondage and abuse impose unthinkable suffering upon the immediate victims caught in the clutches of trafficking. Yet Native people and communities suffer unique, multi-generational, and almost permanent trauma, often referred to as susto. Our domestic law and policies have even resulted in the extinguishing of the formal legal Indian identity of Native victims and the destruction of their tribal connections. There is hope that the application of traditional prayer and ceremonies can provide some …


Validation Of Nutrition Focus Physical Assessment Via Telehealth, Ann Flickinger Ms, Rd, Ldn, Melissa Faura Rd, Ldn, Shae Duka Mph Jan 2025

Validation Of Nutrition Focus Physical Assessment Via Telehealth, Ann Flickinger Ms, Rd, Ldn, Melissa Faura Rd, Ldn, Shae Duka Mph

Clinical Nutrition Service

No abstract provided.


Synthesising Cross-Speaker Data For Low-Resource Pathological Speech Recognition With Peft, Kesego Mokgosi, Milad Dadgar, Cathy Ennis, Robert Ross Jan 2025

Synthesising Cross-Speaker Data For Low-Resource Pathological Speech Recognition With Peft, Kesego Mokgosi, Milad Dadgar, Cathy Ennis, Robert Ross

Conference papers

Dysarthric speech recognition is essential for enhancing communication and accessibility for individuals with speech impairments, yet its development is hindered by a scarcity of robust, speaker-specific datasets. This study explores low-resource dysarthric speech recognition through cross-speaker transfer using synthetic data and parameter-efficient fine-tuning (PEFT). We integrate SpeechT5 text-to-speech (TTS) synthesis with x-vector speaker embeddings to generate speaker-specific dysarthric speech, enabling model adaptation while preserving pathological speech characteristics such as prosodic irregularities. Experiments on the TORGO dataset show that mixed cross-synthetic data with LoRA fine-tuning achieves a WER of 0.17, representing a 71.7% improvement over the standard model (0.60 WER) without …


Myopia Correction, Myopia Control And Myopia Management: Definitions And Recommended Usage, International Myopia Institute (Imi), Ian Flitcroft, Mark A. Bullimore, Kate L. Gifford, Jost B. Jonas, Deborah Jones, Lyndon W. Jones, Pauline Kang, Serge Resnikoff, Jeffrey Walline, Christine F. Wildsoet Jan 2025

Myopia Correction, Myopia Control And Myopia Management: Definitions And Recommended Usage, International Myopia Institute (Imi), Ian Flitcroft, Mark A. Bullimore, Kate L. Gifford, Jost B. Jonas, Deborah Jones, Lyndon W. Jones, Pauline Kang, Serge Resnikoff, Jeffrey Walline, Christine F. Wildsoet

Research Outputs: 2025-Present

No abstract provided.


Suitability Of Existing Photovoltaic Degradation Models For Agrivoltaic Systems, Adam Fennessy, Vasile Onea, James Walshe, John Doran, Marius Purcar, George Amarandei Jan 2025

Suitability Of Existing Photovoltaic Degradation Models For Agrivoltaic Systems, Adam Fennessy, Vasile Onea, James Walshe, John Doran, Marius Purcar, George Amarandei

Research Outputs: 2025-Present

No abstract provided.


The Direct And Indirect Effects Of Mobile Phone Ownership On Maize Yields In Tanzania, Cool Dady Mangole, Kelvin Mulungu, Christian Kamala Kaghoma, Menale Kassie Jan 2025

The Direct And Indirect Effects Of Mobile Phone Ownership On Maize Yields In Tanzania, Cool Dady Mangole, Kelvin Mulungu, Christian Kamala Kaghoma, Menale Kassie

All Peer-Reviewed Publications

The study uses the Living Standards Measurement Study-Integrated Surveys on Agriculture to evaluate mobile phone ownership's direct and indirect effect on yields in Tanzania. The results indicate that transitioning from not owning to owning a mobile phone improves maize yields by about 16%. Mobile phones indirectly affect maize yield by facilitating farmers' access to extension services - regardless of the type of provider - but only account for about 2% of the total effects. Considering both direct and indirect effects, this study suggests that extension services partially moderate this causal relationship. Further, the impact of mobile phones is stronger among …


Advancing Multivariate Time Series Similarity Assessment: An Integrated Computational Approach, Franck B.N. Tonle, Henri E.Z. Tonnang, Milliam M.Z. Ndadji, Maurice Tchoupe Tchendji, Armand Nzeukou, Kennedy Senagi, Saliou Niassy Jan 2025

Advancing Multivariate Time Series Similarity Assessment: An Integrated Computational Approach, Franck B.N. Tonle, Henri E.Z. Tonnang, Milliam M.Z. Ndadji, Maurice Tchoupe Tchendji, Armand Nzeukou, Kennedy Senagi, Saliou Niassy

All Peer-Reviewed Publications

Data mining, particularly multivariate time series data analysis, is crucial in extracting insights from complex systems and supporting informed decision-making across diverse domains. However, assessing the similarity of multivariate time series data presents several challenges, including dealing with large datasets, addressing temporal misalignments, and necessitating efficient and comprehensive analytical frameworks. A novel integrated computational approach, Multivariate Time series Alignment and Similarity Assessment (MTASA) is proposed to address these challenges. MTASA is built upon a hybrid methodology designed to optimise time series alignment, complemented by a multiprocessing engine that enhances the utilisation of computational resources. This integrated approach comprises four key …


A Review On Knowledge And Information Extraction From Pdf Documents And Storage Approaches, Salvador D. Atagong, Henri Tonnang, Kennedy Senagi, Mark Wamalwa, Komi M. Agboka, John Odindi Jan 2025

A Review On Knowledge And Information Extraction From Pdf Documents And Storage Approaches, Salvador D. Atagong, Henri Tonnang, Kennedy Senagi, Mark Wamalwa, Komi M. Agboka, John Odindi

All Peer-Reviewed Publications

Introduction: Automating the extraction of information from Portable Document Format (PDF) documents represents a major advancement in information extraction, with applications in various domains such as healthcare, law, or biochemistry. However, existing solutions face challenges related to accuracy, domain adaptability, and implementation complexity. Methods: A systematic review of the literature was conducted using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology to examine approaches and trends in PDF information extraction and storage approaches. Results: The review revealed three dominant methodological categories: rule-based systems, statistical learning models, and neural network-based approaches. Key limitations include the rigidity of rule-based …


Performance Of The Dssat Manihot-Cassava Model For Cassava Cultivation In The Recôncavo Baiano, Diego M. De Melo, Paola De F. Bongiovani, Fabio L.S. Costa, Patricia Moreno-Cadena, Alexandre B. Heinemann, Julian Ramirez-Villegas, Mauricio A. Coelho Filho Jan 2025

Performance Of The Dssat Manihot-Cassava Model For Cassava Cultivation In The Recôncavo Baiano, Diego M. De Melo, Paola De F. Bongiovani, Fabio L.S. Costa, Patricia Moreno-Cadena, Alexandre B. Heinemann, Julian Ramirez-Villegas, Mauricio A. Coelho Filho

All Peer-Reviewed Publications

The aim of the present study was to calibrate the DSSAT MANIHOT-Cassava model with information from cassava varieties grown in the Recôncavo Baiano region, Bahia state, Brazil. The database used to calibrate the model was obtained in the dry sub-humid tropical climate in Cruz das Almas city, from 2019 to 2020. The model was calibrated with experimental data obtained under irrigated and rainfed conditions for the BRS Novo Horizonte and Eucalipto varieties. The calibration was carried out by adjusting parameters related to the characteristics of each variety. Model performance was evaluated with statistical indices that indicate the precision and accuracy …


Predicting Food Prices In Kenya Using Machine Learning: A Hybrid Model Approach With Xgboost And Gradient Boosting, Benard O. Ogol, Evans Omondi, John Olukuru, Betsy Muriithi, Kennedy Senagi Jan 2025

Predicting Food Prices In Kenya Using Machine Learning: A Hybrid Model Approach With Xgboost And Gradient Boosting, Benard O. Ogol, Evans Omondi, John Olukuru, Betsy Muriithi, Kennedy Senagi

All Peer-Reviewed Publications

Introduction: Food price volatility continues to be a significant concern in Kenya's economic development, posing challenges to the country's economic stability. Methodology: This study examines the application of machine learning methods, employing a hybrid approach that combines XGBoost and gradient boosting, to predict food prices in Kenya. The food prices data from the World Food Programme, covering the period from January 2006 to September 2024, as well as currency exchange rates data from the Central Bank of Kenya in US dollars (USD) and inflation rates data, were collated and preprocessed to be ready for analytics and machine learning. The augmented …