The Behavioral Risk Infrastructure · The Systemic Collision Audit™

The Behavioral Risk Accounting System.

An economic topology of the reactive economy — what the current system extracts per million lives, beside the architecture of what it cannot yet see. Every figure sourced to federal administrative data or peer-reviewed research.

$2.36B
documented behavioral cost — per million commercially insured lives, per year
$2,357
Per Person · Per Year
$196
Per Member · Per Month
93%
Unmeasured Today
Clinical Validation
Working in collaboration with Mayo Clinic
r = 0.68 (BDI-II) · 0.58 (SCL-90) · p < 0.01 · Archives of Psychology, 2018 · N = 292
Patent
Patent pending · USPTO Track One
USPTO Track One utility application filed 2026.  Original application filed 2008.  Published as PCT, 2009.
6 Federal Pathways
CMS CED · CPT · 1115 · HEDIS · Star Ratings · ACCESS
CMS CED · CPT 96127 / 96138 · Medicaid 1115 Waivers · NCQA HEDIS · CMS Star Ratings 2027 · CMS ACCESS Model
Orientation

A flow architecture, not a forecast.

Every operator inside healthcare today is a node in this flow. What follows is what the reactive economy already costs per million commercially insured lives — across six cost channels and the substrate that now measures the 93% upstream. Every dollar anchored to federal administrative data or peer-reviewed research. No vendor surveys, no consulting estimates, no industry attestations.

You pay for 100% of your members. You measure 7%.

A payer covers every member — but only about 7% are ever measured for behavioral risk before a claim arrives. The other 93% are unmeasured, unmanaged, and unpriced. That 93% is not a single statistic. It compounds from three documented gaps in the screening funnel: most members are never screened at all (penetration), roughly a quarter of those screened are misclassified (sensitivity), and about two-thirds of positive screens never convert to care (routing). Trace it through a million members: roughly 750,000 are never screened at all. Of the ~250,000 who are, about a quarter are misclassified by single-test screening. And of those correctly flagged, roughly two-thirds never complete the path to care. Fewer than 70,000 — about 7% — make it through all three gaps to measured, routed care. The rest are the 93%. The cost below is what the reactive economy spends absorbing behavioral risk — 93% of which is never measured before it becomes a claim.

Macroeconomic Infrastructure · Not a Clinical Category

Behavioral risk is not a condition. It is an unpriced variable on your balance sheet.

This is macroeconomic infrastructure, not a clinical category. Stated plainly: the healthcare system is downstream accounting for upstream behavioral volatility it cannot currently see. The economy is reactive for a single reason — the risk is unmeasured, so it goes unmanaged, so the system can only respond downstream, after the claim, the crisis, the loss. Measurement is the only thing that breaks the cascade.

The Reactive Economy
Cost is absorbed downstream, after the event, across the ~93% who are never measured before a claim. Margin compresses. Risk pools destabilize. There is no upstream telemetry. Most healthcare portfolios are sitting entirely inside this economy today — and cannot see it.
The Accounting System · O2OS™
Cost becomes visible upstream, across 100% of the book, before it converts to a claim. This is possible because the measure is clinically validated against clinical instruments — yet is not itself a clinical instrument. It does not diagnose, and it does not require a clinical encounter to administer — which is exactly why it can reach the entire population, not only the 7% who present clinically. The substrate is the rail — an infrastructure layer that measures and routes risk. It does not take the traffic: the clinical treatment, the pharmacy, the specialist spend remain a separate layer. It is the coordinate system beneath the flow, not a toll on it.
01 · Documented Extraction

The Reactive Economy

A downstream collision architecture.

93%
Unmeasured · Unmanaged · Unpriced
930,000 lives — upstream of any clinical signal
7%
Measured · Managed
~70,000 lives — the slice the system actually sees
Six Extraction Lanes
01
The Unmeasured Majority
Workforce drag · presenteeism · premature mortality
$827M
02
The Reactive Screen
PCP incidentals · CPT 96127 · post-event triage
$4.5M
03
The Diagnosed Funnel
Therapy · Rx · psychiatry · clinical encounters
$128M
04
The Crisis Cohort
ED utilization · boarding · inpatient · SUD
$204M
05
The Comorbidity Multiplier
Silent surcharge across cardiac · surgical · oncology
$927M
06
The Downstream Tax
Productivity loss · workforce withdrawal · mortality
Source: BLS CPS · CDC NVSS
$266M
Total Documented Extraction · Per 1M Lives · Per Year
$2.36B
$2,357
Per Person · Per Year
74%
Two of the six channels — the Comorbidity Multiplier ($927M) and the Unmeasured Majority ($827M) — carry nearly three-quarters of the entire reactive economy. They are also the two the system measures least: a behavioral surcharge hidden on the medical ledger, and a population that never presents at all. The cost is not diffuse. It is concentrated in exactly the places no instrument looks.
02 · Measurement Architecture

The Accounting System.

An upstream coordinate system for the 93%.

100%
Continuously Measurable · 1,000,000 Lives
Stress Number™ coordinate · upstream of clinical signal
Architectural Model
Not Clinical Outcomes Claims
Proposed upstream telemetry architecture. Capability layer. No causal savings claim.
O2OS™
The Operating System for Behavioral Risk.
The accounting system measures the cost. The operating system runs the response — three instruments that turn measurement into governed institutional action.
The patent-pending measurement is governed, repeatable, and longitudinally trackedstandardized across a population, producing comparable outputs that stratify and route. Those are structural properties, not features.
The Three Instruments
Coordinate
Stress Number™ — the position.
Standardized behavioral state coordinate, scored across Home · Work · Social. The canonical positional input.
The position
Economic Map
Pre-Diagnostic Index™ — the math.
Translation layer — coordinate to actuarial exposure. Peer-reviewed clinical validation (Williams 2018, N=292).
The math
Routing
Smart Referral Engine™ — the action.
Governed routing layer — measurement into auditable institutional action.
The action
The Predictive Intelligence Layer
Risk Stratification
Trajectory Modeling
Real-Time Signal
Member Context
Domain Sub-Scores
Population Aggregation
Early Intervention Pathways
Micro-Interventions
Care Navigation
Coaching & Support
Clinical Routing
Digital Therapeutics
Resource Linkage
The PDI Exposure · What The 93% Adds · Per 1M Lives
$515M
$42.95
PMPM · per member per month
See the Pre-Diagnostic Index™ →
The Audit, In One Line

The reactive economy spends $2.36 billion per million lives — and 93% of the people generating that cost are never measured before the bill arrives.

Every figure above is federally sourced and auditable. What follows shows where the money settles — and the instrument that measures the 93% before they become a claim.

The Systemic Collision Audit™ · Operator-Class Decomposition

The aggregate is federally sourced. The drill-down is directional.

The $2.36B above is anchored entirely in federal and peer-reviewed sources. The decomposition that follows allocates that aggregate across operator classes — by where the spend settles, not where it originates.

The same $2.36B you just saw — now allocated across the operator classes that carry it.
Anchored to federal and peer-reviewed sources, then allocated across operator classes by where the spend settles — using independent nonprofit and standards-body research (KFF, Commonwealth Fund, RAND, NCQA HEDIS) to apportion the federal total. The aggregate does not change. Only the view does.
Maintenance Layer
Touchpoints in daily life — before any clinical signal. EHR · EAP · digital apps. The signal exists here; capture is structurally trivial.
Crash Layer
Touchpoints after the diagnosis or the event — therapy, Rx, ED, inpatient, disability, mortality, reinsurance. The signal arrives too late.
Hospital Systems
37.2%
$877M
Inpatient psychiatric · ED utilization · boarding · medical/surgical comorbidity surcharge. Largest single capture class.
● Crash
Comorbid Medical/Surgical
19.7%
$465M
Silent surcharge across cardiac, surgical, and oncology populations. Behavioral status drives 30-60% medical cost multiplier.
● Crash
Ambulatory Providers
16.1%
$380M
Therapy, psychiatry, office-based behavioral encounters. 41.5% of direct adult MH spend in MEPS data.
Source: AHRQ MEPS
● Crash
Pharma + PBMs
10.2%
$240M
Antidepressants, anxiolytics, antipsychotics. 26.2% of MEPS adult MH spend. PBM rebate retention captures additional margin.
Source: AHRQ MEPS
● Crash
Disability + Workforce Loss
7.7%
$182M
Absenteeism, presenteeism, LTD/STD claims. Bleeds without ever clearing an HR audit trail.
Source: Greenberg 2023 · KFF
● Crash
Premature Mortality
3.6%
$84M
Suicide, overdose, behavioral-related early mortality. Lifetime earnings loss applied at federal discount rate.
Source: CDC NVSS
● Crash
Payer Care Management
3.2%
$76M
Utilization management, prior authorization, behavioral case management. Embedded in MLR administrative load.
Source: CMS MLR · NCQA HEDIS
● Crash
Reinsurance Cession
1.7%
$39M
Treaty cession on high-cost behavioral claims. Lossy without a behavioral coordinate to price against.
● Crash
Crisis Authorities · 988
0.3%
$7M
988 line operators, mobile crisis response, county behavioral authorities. Last-resort capture, public-sector funded.
Source: SAMHSA 988
● Crash
EHR Platforms
0.2%
$4M
Behavioral health modules across major EHR vendors. 0.4% of total EHR spend per ONC adoption data.
Source: ONC HealthIT
◐ Maintenance
EAP Vendors
0.1%
$2.5M
Employee Assistance Programs. Low single-digit utilization rates per commercial member.
Source: RAND Health
◐ Maintenance
Digital MH Apps
0.1%
$2.5M
Calm, Headspace, Talkspace, BetterHelp, Lyra, Spring Health, et al. Per-commercial-member capture at long tail of the topology.
Source: Commonwealth Fund · MEPS-derived
◐ Maintenance
Maintenance vs. Crash · Per 1,000,000 Lives
The system spends $9M maintaining the people closest to a behavioral signal.
It spends $2.35B absorbing the people who crash.
Nobody wants people to crash. The capture map is the inverse of the prevention map.
Methodology Disclosure
The $2.36B aggregate is anchored to federal administrative data and peer-reviewed research only. The decomposition above applies independent nonprofit research (KFF, Commonwealth Fund, RAND, NASEM, NIMH) and standards-body data (NCQA HEDIS, NQF, Joint Commission) to allocate the federally-sourced aggregate across operator classes. The aggregate is auditable. The per-sector allocation is directional and reconciles to the federal total. We do not use proprietary research from competitive industry sources — no consulting firms, no vendor analytics, no industry association estimates. These figures are derived from a model built on published prevalence, screening, and cost data, published by The Oxygen Plan Corporation for institutional discussion and methodological transparency. The model has not been independently audited or certified by a third party. Utility patent application pending.
The Structural Observation

Assets in the reactive economy are capped at the 7%.

The figures above are not only a cost. They are a ceiling. The operators in the flow — clinics, care-management services, digital health platforms, networks — are structurally limited to the share of the population that presents clinically. They are competing for the same thin slice, catching the raindrops that fall. Capacity-capped. Labor-constrained. Multiple-compressed. This is capital degradation economics — the slow compression of enterprise value across a portfolio operating without upstream visibility into the risk it already carries. These pressures do not arrive separately. Labor inflation, acuity escalation, unmanaged comorbidity, emergency-department collision, boarding drag, reimbursement pressure — they compound, and behavioral risk sits upstream of nearly all of them, invisible. A portfolio absorbing that load is suffocating on downstream volatility it cannot see.

The Old Operating Layer
7%
Revenue is a function of clinical labor capacity. Growth requires hiring clinicians, opening sites, absorbing utilization. The addressable population is the sliver that reaches a clinical encounter — and everyone in the market is fighting over it.
The Substrate Layer · O2OS™
100%
Revenue is a function of credentialed adoption density. The substrate makes the entire population measurable upstream — not the 7% who present, but the 100% who exist. This is not an incremental gain. It is a structural expansion of the addressable population.

An asset capped at the 7% who present clinically carries the multiple of a capacity-constrained service. An asset positioned on the operating system that measures the 100% carries the multiple of infrastructure. The substrate does not pick one participant to win — it is non-rivalrous. Every credentialed institution in the flow re-rates against the expanded population at once. A ceiling this low does not just compress individual assets. It suppresses the capital and innovation that would otherwise compound on top of behavioral risk — because no one builds durable enterprise value, and no one deploys patient capital, on a foundation that can only see 7% of the population.

The accounting system measures the cost. The operating system — O2OS™ — is what closes it.
What This Has Been All Along

This is the measurement layer value-based care has never had.

Everything above describes a system that absorbs deterioration instead of preventing it. Value-based care is the entire industry's attempt to reverse that — to pay for outcomes instead of volume, to optimize for value instead of crisis. It is a federal mandate and a multi-hundred-billion-dollar migration. And it rests on a floor with a hole in it.

You cannot manage value on a population you cannot measure.

Every value-based contract takes on risk for an entire population — yet the behavioral risk driving the comorbidity multiplier and the downstream tax is invisible across 93% of that population. The risk most responsible for degrading the value these contracts are written to deliver is the risk no one can see. Value-based care has been trying to re-point the system without the instrument that makes behavioral risk legible.

That instrument is the substrate described on this page. Not a program inside value-based care — the measurement layer underneath it. When the 93% becomes visible, prevention becomes economically legible for the first time, and the system can finally optimize for the outcome it was always supposed to: fewer people deteriorating, before the bill — and before the loss.

How Institutions Engage

Access to the substrate is governed, and tiered.

The Oxygen Plan Corporation is the governance entity to which participants license. Institutions engage the substrate through structured Vault Access — oriented to the depth of the institution's role in the standard.

Orientation
Access to the system, the architecture, and the measurement standard — the depth required to evaluate the substrate against an institution's own population and methodology.
Integration
Deeper access to the models and the architecture — the depth required to build the substrate into an institution's own value-based methodology and engagements.
Position
Governed standing within a class — the depth required to hold a defined, durable role as the standard forms across the sector.

The category forms once. The institutions that engage while the standard is being established hold structural positions; those that arrive after license the standard rather than help govern it.

The Frame

Federal datasets already document the downstream cost.
The substrate now measures what they cannot yet see.

93%
Unmeasured Today
$2,357
Reactive · Per Person
$515
PDI · Per Person
2008
Prior Art
Source Evidence Hierarchy

Every figure linked. Federal or peer-reviewed origin.

The same evidentiary standard the Pre-Diagnostic Index™ holds. No vendor research. No consulting estimates. No industry attestations. If a source cannot be linked to a federal administrative dataset or a peer-reviewed journal, it does not appear above.

Tier 1
Federal Administrative Data — direct observation
AHRQ HCUP
Healthcare Cost and Utilization Project — Nationwide Emergency Department Sample, National Inpatient Sample. Direct observation of behavioral health utilization, costs, boarding. hcup-us.ahrq.gov
SAMHSA NSDUH
National Survey on Drug Use and Health — annual nationally representative prevalence, treatment access, treatment gap measurement. samhsa.gov/data
CMS NHE
National Health Expenditure Accounts · IPF PPS · Physician Fee Schedule · CPT 96127 reimbursement. cms.gov
CDC NCHS
National Ambulatory Medical Care Survey · National Hospital Care Survey · National Vital Statistics System. Outpatient encounter rates, mortality. cdc.gov/nchs
BLS CPS
Current Population Survey · Employee Benefits Survey · workforce participation by behavioral status. bls.gov/cps
HRSA
Workforce data on mental health professional shortage areas, behavioral provider distribution. data.hrsa.gov
Tier 2
Independent Nonprofit Research — policy-grade analysis
KFF
Kaiser Family Foundation — independent nonprofit health policy research. State Health Facts, mental health coverage analyses, parity tracking. kff.org/mental-health
Commonwealth Fund
Commonwealth Fund — health policy foundation, peer-reviewed Health Affairs research on behavioral health infrastructure. commonwealthfund.org
RAND Health
RAND Corporation Health — nonprofit federally-contracted research on behavioral health workforce, utilization, parity. rand.org/health
NASEM
National Academies of Sciences, Engineering, and Medicine — congressionally-chartered health research, NIH-aligned. nationalacademies.org
NIH NIMH
National Institute of Mental Health — federal prevalence and treatment statistics, official mental health research authority. nimh.nih.gov/statistics
Tier 3
Peer-Reviewed Research — statistical derivation
Greenberg 2021
"The Economic Burden of Adults with Major Depressive Disorder in the United States (2010 and 2018)." Pharmacoeconomics 39, 653–665. doi: 10.1007/s40273-021-01019-4
Greenberg 2023
"The Economic Burden of Adults with Major Depressive Disorder in the United States (2019)." Advances in Therapy 40, 4460–4479. PMC10499687
Williams 2018
Working in Collaboration with Mayo Clinic — clinical validation of Pre-Diagnostic Index™ instrument (N=292). Archives of Psychology. Correlations: r=0.68 BDI-II, r=0.58 SCL-90 (p<0.01).
JAMA Network
Behavioral comorbidity cost multipliers across cardiac, surgical, oncology populations — peer-reviewed cohort studies. jamanetwork.com
Health Affairs
Health Affairs Journal — peer-reviewed health policy research on US mental health spending decomposition. healthaffairs.org
Tier 4
Standards & Regulatory — infrastructure rails
NCQA HEDIS
Healthcare Effectiveness Data and Information Set — behavioral health measure specifications. ncqa.org/hedis
NQF
National Quality Forum — multi-stakeholder consensus body for healthcare quality measures, including behavioral health. qualityforum.org
Joint Commission
The Joint Commission — independent nonprofit healthcare accreditation, behavioral health standards. jointcommission.org
ONC CMS-0057-F
Interoperability and Prior Authorization Final Rule. federalregister.gov
CPT 96127 / 96138
AMA Current Procedural Terminology codes for brief behavioral health screening and assessment — reimbursement pathway under Medicare and commercial coverage.
Methodology Disclosure
The $2.36B federal aggregate is anchored entirely in Tier 1 (federal administrative) and Tier 3 (peer-reviewed) sources. The operator-class decomposition applies Tier 2 (independent nonprofit) and Tier 4 (standards-body) research to allocate that federally-sourced aggregate across capture classes. The aggregate is auditable. The per-sector allocation is directional. The PDI Exposure figure of $515 per member is derived from peer-reviewed prevalence multiplied by the per-member behavioral exposure component from Greenberg 2023. The right-side architecture is an architectural model — not a clinical outcomes claim. No projected savings, reduction percentage, or attributed outcome is asserted. No proprietary research from competitive industry sources is used at any tier.
How to Cite

Cite the topology. Consistently.

A published reference format for the Behavioral Risk Economy decomposition — for use in clinical, regulatory, actuarial, and contractual contexts.

Formal Citation
The Oxygen Plan Corporation. (2026). The Behavioral Risk Economy: A Federally-Sourced Decomposition (O2OS-BRE-2026). Working in Collaboration with Mayo Clinic. Retrieved from theoxygenplan.com
Inline Reference
"Per the Behavioral Risk Economy decomposition (The Oxygen Plan Corporation, O2OS-BRE-2026) — anchored to federal administrative and peer-reviewed sources — documented behavioral cost is $2,357 per commercially insured life per year, of which the system spends $9M maintaining and $2.35B absorbing per million lives. The capture map is the inverse of the prevention map."
Methodology Note
Federal aggregate ($2.36B / 1M lives) anchored to AHRQ HCUP · AHRQ MEPS · CMS NHE · SAMHSA NSDUH · CDC NCHS · BLS · Greenberg 2021/2023 · JAMA Network. Operator-class decomposition allocated via independent nonprofit (KFF · Commonwealth Fund · RAND · NASEM · NIMH) and standards-body (NCQA HEDIS · NQF · Joint Commission) research, reconciled to the federal total. Architectural model — not a clinical outcomes claim. No proprietary industry sources used.
Citation ID
O2OS-BRE-2026
The Oxygen Plan Corporation
Working in Collaboration with Mayo Clinic
The Behavioral Risk Economy · O2OS-BRE-2026 · 2026 · 2008 Prior Art
Intelligence Needs Oxygen™