JISARA

Journal of Information Systems Applied Research and Analytics

Volume 18 - 2025

Table of Contents


Volume 18, Issue No. 4 (December, 2025)

Page 4 User Experiences in a RAG-Empowered Application
Shingo Kise, City University of Seattle
Sam Chung, City University of Seattle

Page 14 Duality in 2D Apportioning: A Site Suitability Case Study for Spatial Data Analytics
Peter Wu, Robert Morris University

Page 20 Future Workforce Evolution - Impact of Artificial Intelligence Across Industries
Nicholas Caporusso, Northern Kentucky University
My Hami Doan, Northern Kentucky University
Bikash Acharya, Northern Kentucky University
Priyanka Pandit, Northern Kentucky University
Sushani Shrestha, Northern Kentucky University
Rajani Khatri, Northern Kentucky University
Will Pond, Northern Kentucky University
Na Le, Northern Kentucky University

Page 36 Affordable Housing in Florida: Systematic Literature Review and Exploratory County-Level Data Analysis
Namratha Kulkarni, University of North Florida
Bharani Kothareddy, University of North Florida
Karthikeyan Umapathy, University of North Florida

Page 46 Training a large language model to code qualitative research data: Results from discussions of ethical issues
David Simmonds, Auburn University – Montgomery
Russell P. Haines, Appalachian State University

Page 56 AI-Related Advertising on Facebook: Addressing Bias, Targeting Challenges and Regional Factors
Sera Singha Roy, University of Melbourne
Tanya Linden, University of Melbourne

Page 67 A Proposed Study of Factors Moderating Degree of Trust in LLM and ChatGPT-like Outputs
William H. Money, The Citadel
Namporn Thanetsunthorn, The Citadel



Volume 18, Issue No. 3 (October, 2025)

Page 4 CryptoProphet: Building a Cryptocurrency Portfolio App with Integrated Market Predictive Models
Yared Shewarade, City University of Seattle
Sherin Aly, City University of Seattle
Hee Jung Yoon, City University of Seattle
Sam Chung, City University of Seattle

Page 18 RAG Chatbot for Healthcare related prompts using Amazon Bedrock
Oladapo Richard-Ojo, Georgia Southern University
Hayden Wimmer, Georgia Southern University
Carl M. Redman Jr., University of San Diego

Page 30 Thirty-time Speed-up for Course Selecting by Using the Power of Machine
Zhouzhou Li, Southeast Missouri State University
Juefei Yuan, Southeast Missouri State University
Ashikur Rahman Nobel, Yeshiva University

Page 44 Future Workforce Evolution - Impact of Artificial Intelligence Across Industries
Asish Satpathy, Arizona State University
Jayaram Balachander, Arizona State University

Page 61 Predictive Analysis of Patients’ Telemedicine Adoption in the Nashville Metropolitan Area – An Application of UTAUT Model
Lokesh Vegi, University of the Cumberlands Mary Lind, Louisiana State University - Shreveport

Page 77 Are Employers Resistant to Change the Traditional Work Environment? A Pilot Study of Employer Perceptions on Remote Work and Shortened Work Weeks
Philip Kim, Walsh University
Rachel Harker, Walsh University
Jennifer Breese, Penn State University



Volume 18, Issue No. 2 (July, 2025)

Page 4 Towards Adaptive Learning: A Review of Machine Learning on LMS Data
Cindy Zhiling Tu, Northwest Missouri State University
Gary Yu Zhao, Northwest Missouri State University
Omar El-Gayar, Dakota State University

Page 20 A Comparison of Large Language Models for Oncology Clinical Text Summarization
Chiazam Izuchukwu, Georgia Southern University
Hayden Wimmer, Georgia Southern University
Carl Redman, University of San Diego

Page 30 Stress and Driving Performance Evaluation through VR and Physiological Metrics: A Pilot Study
Rehma Razzak, Kennesaw State University
Yi Li, Kennesaw State University
Estate Sokhadze, University of Louisville
Selena He, Kennesaw State University

Page 52 A Comparison of Oversampling Methods for Predicting Credit Card Default with Logistic Regression
Dara Tourt, Metropolitan State University
Queen E. Booker, Metropolitan State University
Carl Rebman, University of San Diego
Simon Jin, Metropolitan State University

Page 64 Emergent Technologies Production in the US: Exploratory Analysis of Motivations and Adverse Factors
Katarzyna Toskin, Southern Connecticut State University
Marko Jocic, Kennesaw State University




Volume 18, Issue No. 1 (April, 2025)

Page 4 Are Students Willing to Pay More? An Exploration of Peer-to-Peer Payment App Use Among College Students
Philip Kim, Walsh University
Austin Fantin, Walsh University
Richard L. Metzer, Robert Morris University

Page 17 Clinical Text Summarization using NLP Pretrained Language Models: A Case Study of MIMIC-IV-Notes
Oluwatomisin Arokodare, Georgia Southern University
Hayden Wimmer, Georgia Southern University
Jie Du, Grand Valley State University

Page 32 Navigating the AI Landscape: An Analysis of AI Developer Tools Usage, Sentiment, and Trust Among IT Professionals
Wendy Ceccucci, Quinnipiac University
Alan Peslak, Penn State University
Kiku Jones, Quinnipiac University

Page 42 Applying Design Science to RPA and AI-Based Systems
Biswadip Ghosh, Metropolitan State University of Denver

Page 51 Action Research to Enhance Enterprise-Specific Chatbot (ESCB) Security & Performance
Zachary Wood, University of North Carolina Wilmington
Geoff Stoker, University of North Carolina Wilmington