Logo
Search
Subscribe free
Browse resources
Login
Research
Articles
Tools
About
Connect
Logo

Eligibility evidence

Eligibility decisions, verification records, audit reconstruction, and evidence preservation.

All Posts

Same Federal Rule, Different Evidence Architecture

State implementation

+4

/

Oct 13, 2026

Same Federal Rule, Different Evidence Architecture

Insight | Updated October 13, 2026. Compare Missouri 1 / Nebraska 1 / Iowa 2 / Indiana 3 and their community-engagement evidence, verification, and audit-reconstruction demands.

Ralph Choate
Ralph Choate
Minnesota’s Medicaid Evidence Test

Federal claiming

+3

/

Oct 9, 2026

Minnesota’s Medicaid Evidence Test

Perspective | Federal claims. Defensible decisions. Proof that corrections work.

Ralph Choate
Ralph Choate
PERM Eligibility Risk: From Audit Event to Operational Discipline

PERM readiness

+3

/

Oct 6, 2026

PERM Eligibility Risk: From Audit Event to Operational Discipline

Insight | An executive framework for Medicaid leaders managing eligibility accuracy, audit defensibility, and fiscal exposure.

Ralph Choate
Ralph Choate
Before 2027: What Recent State Medicaid Control Failures Are Warning Us About

Corrective action

+4

/

Oct 1, 2026

Before 2027: What Recent State Medicaid Control Failures Are Warning Us About

Perspective | A practical readiness test—and a companion checklist—for proving Medicaid corrective actions work.

Ralph Choate
Ralph Choate
Beyond Integration

Eligibility evidence

+1

/

Sep 27, 2026

Beyond Integration

Perspective | Building Reliable Eligibility Decisions Through Better Controls

Ralph Choate
Ralph Choate
Medical Frailty Exclusion Control & Audit-Readiness Checklist

Community engagement

+4

/

Sep 14, 2026

Medical Frailty Exclusion Control & Audit-Readiness Checklist

Tool | A practical control standard for ex parte verification, evidence sufficiency, manual review, notices, reverification, and audit reconstruction.

Ralph Choate
Ralph Choate
Medical Frailty Is Becoming a Medicaid Data-Engineering Problem

Insights

+4

/

Sep 14, 2026

Medical Frailty Is Becoming a Medicaid Data-Engineering Problem

Insight | Why states need governed data, explicit exception paths, and reconstructable decisions before community-engagement operations scale.

Ralph Choate
Ralph Choate
Medical Frailty Litigation: What States Should Track Before Changing Their Controls

State implementation

+5

/

Sep 13, 2026

Medical Frailty Litigation: What States Should Track Before Changing Their Controls

Reference | A current-status reference for Medicaid leaders managing medical-frailty implementation while the federal framework remains under legal challenge.

Ralph Choate
Ralph Choate
Community Engagement Eligibility Handoff Control Checklist

Community engagement

+3

/

Sep 13, 2026

Community Engagement Eligibility Handoff Control Checklist

Tool | A practical checklist for testing whether cross-system Medicaid eligibility decisions can be reconstructed and defended.

Ralph Choate
Ralph Choate
When One Medicaid Eligibility Decision Requires Two Systems

State implementation

+3

/

Sep 13, 2026

When One Medicaid Eligibility Decision Requires Two Systems

Insight | When Medicaid eligibility depends on multiple platforms, audit risk moves into the handoff.

Ralph Choate
Ralph Choate
One Federal Rule, Many Medicaid Eligibility Risk Models

State implementation

+4

/

Sep 13, 2026

One Federal Rule, Many Medicaid Eligibility Risk Models

Insight | The same federal requirement will create different audit risks depending on how each state operationalizes eligibility control.

Ralph Choate
Ralph Choate
PERM’s Center of Gravity Is Moving to Eligibility

PERM readiness

+2

/

Sep 13, 2026

PERM’s Center of Gravity Is Moving to Eligibility

Insight | The 2027 eligibility-only PERM cycle is temporary. The management lesson should not be.

Ralph Choate
Ralph Choate
Medicaid Medical Frailty: The New Community Engagement Control Framework

References

+4

/

Sep 8, 2026

Medicaid Medical Frailty: The New Community Engagement Control Framework

Reference | An operational reference to CMS guidance on ex parte verification, claims and encounter data, condition-list governance, manual review, annual reverification, and the 2028 self-declaration transition.

Ralph Choate
Ralph Choate
Section 71109 Medicaid Implementation: Where Eligibility Ends and Federal Claiming Begins

Federal claiming

+3

/

Sep 8, 2026

Section 71109 Medicaid Implementation: Where Eligibility Ends and Federal Claiming Begins

Reference | A control reference for the October 1 transition covering redeterminations, noncitizen eligibility, SSI/SSA dependencies, state-only coverage, emergency Medicaid, systems changes, and FFP claiming.

Ralph Choate
Ralph Choate
CMS Section 71109 Eligibility Implementation Resources

Federal claiming

+3

/

Aug 27, 2026

CMS Section 71109 Eligibility Implementation Resources

Reference | Primary federal resources for implementing the October 1, 2026 Medicaid and CHIP federal matching changes associated with Section 71109.

Ralph Choate
Ralph Choate
CMS Eligibility Redeterminations: Section 71107

References

+2

/

Aug 27, 2026

CMS Eligibility Redeterminations: Section 71107

Reference | Primary federal guidance for implementing six-month Medicaid eligibility redeterminations beginning with affected renewals scheduled on or after January 1, 2027.

Ralph Choate
Ralph Choate
October 1 Changes the Federal Matching Rules. Eligibility Systems Have to Be Ready First.

Federal claiming

+3

/

Aug 27, 2026

October 1 Changes the Federal Matching Rules. Eligibility Systems Have to Be Ready First.

Perspective | New Medicaid and CHIP federal funding limits for certain noncitizens turn status verification, case evidence, and system logic into immediate fiscal-control issues.

Ralph Choate
Ralph Choate
2027 Is a Dual Eligibility-Control Change, Not a Single Work-Requirement Project

Community engagement

+3

/

Aug 27, 2026

2027 Is a Dual Eligibility-Control Change, Not a Single Work-Requirement Project

Perspective | Six-month redeterminations and community-engagement verification will arrive on the same operating platform—and states should govern them as one control environment.

Ralph Choate
Ralph Choate
Eligibility Decision Evidence Standard

Eligibility evidence

+1

/

Aug 27, 2026

Eligibility Decision Evidence Standard

Tool | A minimum audit-trail standard for Medicaid leaders strengthening eligibility evidence, decision reconstruction, and audit defensibility.

Ralph Choate
Ralph Choate
Shadow PERM Implementation Guide

PERM readiness

+2

/

Aug 27, 2026

Shadow PERM Implementation Guide

Tool | An operational framework for state Medicaid leaders using internal eligibility sampling to identify accuracy, audit-defensibility, and control failures before federal selection.

Ralph Choate
Ralph Choate
PERM Pre-Cycle Readiness Matrix

PERM readiness

+2

/

Aug 26, 2026

PERM Pre-Cycle Readiness Matrix

Tool | An operational assessment for state Medicaid leaders testing policy, system, operational, and stakeholder readiness before the next PERM cycle.

Ralph Choate
Ralph Choate
Self-Attestation: Executive Control Checklist

Eligibility evidence

+1

/

Aug 26, 2026

Self-Attestation: Executive Control Checklist

Tool | A readiness guide for Medicaid leaders balancing administrative simplicity, eligibility accuracy, audit defensibility, and fiscal exposure.

Ralph Choate
Ralph Choate
Self-Attestation Is Not the Risk. Uncontrolled Self-Attestation Is.

Insights

+1

/

Aug 26, 2026

Self-Attestation Is Not the Risk. Uncontrolled Self-Attestation Is.

Insight | Why Medicaid leaders should distinguish access-friendly policy from weak evidence, inconsistent controls, and downstream fiscal exposure.

Ralph Choate
Ralph Choate
PERM Eligibility Risk: Executive Readiness Snapshot

PERM readiness

+2

/

Aug 26, 2026

PERM Eligibility Risk: Executive Readiness Snapshot

Tool | A concise framework for Medicaid leaders assessing eligibility accuracy, audit defensibility, and fiscal exposure.

Ralph Choate
Ralph Choate

PERM Insights & Perspectives

Independent research and practical analysis of Medicaid eligibility accuracy, operational accountability, and fiscal exposure.

EXPLORE

Research

Articles

Tools

CONNECT

Subscribe

Contact

About

Privacy


© 2026 PERM Insights & Perspectives LLC.
beehiivPowered by beehiiv