Graduation Year
2025
Document Type
Thesis
Degree
M.S.C.S.
Degree Name
MS in Computer Science (M.S.C.S.)
Degree Granting Department
Computer Science and Engineering
Major Professor
John Templeton, Ph.D.
Committee Member
Julia Woodward, Ph.D.
Committee Member
Seungbae Kim, Ph.D.
Committee Member
Jennifer Bleck, Ph.D., MPH, NBC-HWC.
Committee Member
Rita DeBate, Ph.D., MPH, NBC-HWC.
Keywords
Digital Health, Food Insecurity, Food Prescription, Personalized Medicine, User-Centered Design
Abstract
Food insecurity (FI) remains a persistent public health challenge in the United States, disproportionately affecting underserved populations and contributing to higher rates of chronic conditions such as diabetes, hypertension, and obesity. Traditional Food-as-Medicine programs have emerged as promising interventions, but often follow a generalized, non-personalized approach that limits long-term effectiveness, especially among diverse, high-risk communities. This thesis presents MyFoodRx, a personalized mobile health (mHealth) application designed to address the intersection of food insecurity and chronic disease through tailored nutritional guidance, real-time pantry integration, and adaptive educational content.
Developed through a User-Centered Design (UCD) process, MyFoodRx leverages a modular client–server architecture, HIPAA-aligned backend infrastructure, and third-party APIs to deliver curated meal recommendations and self-management tools based on individual user profiles. Functional modules include a digital pantry tracker, personalized recipe engine, food intake monitoring, and condition-specific health education. The system is built using Flutter, Python, and MongoDB Atlas, and is engineered for future scalability, clinical integration, and AI-driven enhancements.
This thesis documents the formative research, system design, and early-stage evaluation of MyFoodRx, demonstrating its potential to promote health equity through digitally enabled, patient-centered nutrition support. The findings contribute to ongoing efforts in digital health innovation and inform the development of targeted mHealth interventions for food-insecure populations with chronic health conditions.
Scholar Commons Citation
Jariwala, Jay Hiteshkumar, "MyFoodRx: A Personalized Food-as-Medicine mHealth Application for Food-Insecure Adults with Chronic Conditions" (2025). USF Tampa Graduate Theses and Dissertations.
https://digitalcommons.usf.edu/etd/11033
