The team developed an application to simplify Medicaid and CHIP applications through LLM APIs while addressing limitations such as hallucinations and outdated information by implementing a selective input process for clean and current data.
The team developed an AI-powered explanation feature that effectively translates complex, multi-program policy calculations into clear and accessible explanations, enabling users to explore "what-if" scenarios and understand key factors influencing benefit amounts and eligibility thresholds.
This presentation explores the balance between security and user experience in digital benefit account creation and authentication, highlighting insights from a forthcoming playbook focused on SNAP and Medicaid portals.
The federal government's investments in children are crucial in addressing poverty and have long-term benefits across multiple domains, such as health, education, and economic stability, illustrating how support in one area can lead to positive outcomes in others.
Despite Biden administration reversals to prior policies, Urban Institute data from 2023 shows that many immigrant families, especially those with children or mixed status, continue to avoid benefits amid ongoing economic challenges.
This paper discusses the country’s chronic underinvestment in children and resulting outcomes, including new data on poverty rates among young children, is inextricable from the prospects of young children; and the remarkably comprehensive pandemic-era response policies, including which changes contributed most to reducing child poverty.
This study tracked Medicaid enrollees in Wisconsin and found that 20% lost coverage at the 12-month renewal deadline, with 37% regaining coverage within 6 months. The likelihood of losing and regaining coverage was influenced by age, healthcare use, and other personal characteristics.
The report identifies strategies to improve young people's access to public benefits, including targeted outreach, benefit navigation, partnerships, eligibility expansion, and administrative efficiency.
CMS finalized a rule in May 2024 that requires states to implement Medicaid Advisory Committees (MACs) and Beneficiary Advisory Councils (BACs) to ensure Medicaid enrollees are better represented in decision-making — this guide provides tips and examples to help guide the process.
In this updated primer, the DBN describes how identity proofing and authentication show up in public benefits applications and outlines equity and security concerns raised by common identity proofing and authentication methods.
