Resources and Toolkits
SNAP PER Analytics Workgroup
Workshop examining how predictive analytics and risk scoring can improve SNAP implementation and evaluation, using Conneticut as a case study.
SNAP PER Cost Share Projection: Impact of Removing the QC Tolerance Threshold
An interactive cross-state analysis tool demonstrating how removing the $58 SNAP QC tolerance threshold could increase payment error rates and related state costs.
SNAP Quality Control Error Viewer
An interactive dashboard that enables users to explore and monitor key metrics of the Supplemental Nutrition Assistance Program (SNAP) Quality Control (QC) system.
SNAP Tracker: People Are Losing Food Assistance as the Republican Megabill Is Implemented
Tracker displaying most recent federal and state agency data on SNAP participation, along with unemployment trends.
Common Missteps on the Road to Lower SNAP Payment Error Rates
Guidance on state policy chocies that tend to increase SNAP payment error rates include requiring change reporting or monthly reporting, imposing asset tests, and limiting discretionary exemptions. In contrast, states can reduce errors by simplifying reporting requirements, using BBCE, applying exemptions, and using one-month lookbacks to minimize reassessments and ensure coverage for eligible populations.
SNAP’s “Broad-Based Categorical Eligibility” Supports Working Families, Older Adults, and Those Saving for the Future
Resource explaining how SNAP’s BBCE helps working families qualify for food assistance by easing income and asset limits. It also outlines the potential negative impacts, such as increased food insecurity, if BBCE were eliminated.
SNAP QC Error Viewer
An interactive dashboard that enables users to explore and monitor key metrics of the Supplemental Nutrition Assistance Program (SNAP) Quality Control (QC) system.
Predictive Analytics for SNAP PER Reduction QC Data Workshop Summary
Workshop to foster collaboration and share modeling practices among state agencies in response to HR1’s new SNAP PER cost share requirements. Gathering encompassed convened a group of nearly 40 research and data analytics staff from across 15 states involved in SNAP QC data modeling.
SNAP Payment Accuracy Playbook
A free resource that focuses on strategies that states can test immediately to reduce PER and lessen the burden on frontline eligibility workers
Metrics That Matter For States Under H.R. 1
Guide on how state agencies can develop legible and flexible metrics to assess implementation of new work requirements, outlining how to build, capture, and effectively utilize metrics to monitor impact for operational awareness and decisionmaking.
Five Questions to Ask When Evaluating Technical Products
Key questions for states to consider during procurement of new technical systems to ensure proper evaluation of product solutions and their effectiveness.
Advocates’ Guide to Automated Notices
Guide explaining automatic benefit notice generation process while walking through common underlying system errors (e.g. missing or incorrect information) providing insight on how back-end design decisions cause these issues. Provides strategies to improve notice process and output such as targeted questions on system logic, workarounds for caseworkers, and structural reform through data flow, boilerplate language,…
Work Requirements Implementation Resources Toolkit
Repository of resources for state administrators to support the implementation of work requirement policies through overview of implications and recommendations of smart system designs and processes.
Reducing Payment Error Rates for SNAP
Key strategies to improve accuracy and efficiency of SNAP program delivery, including evaluating intervention impacts independently, developing strong proxy metrics, watching for unintended consequences, strategically reviewing most error-prone case elements and actions, leveraging new technology for caseworkers, and improving client communication and outreach.
Implementing Benefits Eligibility + Enrollment Systems: State Responses to H.R. 1
Features interviews from seven states on adaptation journeys in response to SNAP and Medicaid on integrated eligibility and enrollment. Insights include states awaiting federal guidance, standing up work groups, putting technology road map placeholders, prioritizing SNAP PER, making changes to end-of-life systems, rethinking data sharing, and considering population impacts.
Implementing Benefits Eligibility + Enrollment Systems: Key Context
Explainer on state IEE system fundamentals, outlining key technologies, opportunities, risks, and stakeholders involved for implementation guidance to improve benefit accessibility and efficiency.
Elements of Successful Systems Design for H.R. 1 Implementation
Outlines four proactive strategies to design resilient and adaptable technical systems including feature flags, modularity, configurability, and phased approaches.
Digital Government Hub for H.R. 1 Implementation
A central resource library for state, local, tribal, and territorial governments working to implement public benefits policy and system changes created through OBBBA, featuring Medicaid work requirements and SNAP PER topic sections.
