Scientific Definition
Opaque billing rules create lucrative work for administrators and revenue-cycle firms instead of care.
Plain-English Definition
Opaque billing rules create lucrative work for administrators and revenue-cycle firms instead of care.
Feynman Explanation
Half of American medicine is now translation between two ledgers.
Core Principle
Opaque billing rules create lucrative work for administrators and revenue-cycle firms instead of care.
Mechanisms
Pending editorial review.
Opaque billing rules create lucrative work for administrators and revenue-cycle firms instead of care.
Pending editorial review.
Pending editorial review.
Complexity is rent, paid by patients and clinicians.
Pending editorial review.
Pending editorial review.
Inputs (Triggers)
Pending editorial review.
Outputs (Behaviors)
Pending editorial review.
Behavioral Signature
Half of American medicine is now translation between two ledgers.
Examples
- U.S. healthcare admin spend ~25% of total — multiples above peer nations.
- Complexity is rent, paid by patients and clinicians.
Pending editorial review.
Famous Experiments
Pending editorial review.
Design Principles
- Standardized claims schemas. All-payer billing simplification.
Measurement Approaches
Pending editorial review.
Evidence
Pending editorial review.
Pending editorial review.
The Perverse Incentive Lens™
How this behavior is exploited — and how to redesign around it.
- Standardized claims schemas. All-payer billing simplification.
Pending editorial review.
Pending editorial review.
Interactive Mini Network
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Knowledge Graph Neighbors
Auto-linked to the rest of the Human Behavior Taxonomy by family, domain, dimension, and shared keywords.
Insurers profit when claims are denied, delayed, or abandoned.
Patients visit in-network hospitals but get billed by out-of-network doctors staffing them.
Productivity targets compress visits, raising misdiagnosis and burnout.
A federal mandate intended to lower drug costs for the poor became a profit engine for hospitals and contract pharmacies.
Liability exposure pushes clinicians to order tests for legal protection rather than clinical need.
Federal reimbursement rules incentivize cycling seniors through hospitalizations to upgrade billing categories.
Paying providers per procedure rewards more procedures, not better outcomes.
Systems paid per filled bed have weak incentives to invest in prevention or community health.
Hospital group-purchasing and opaque contracting inflate device costs far above marginal cost.
Sales bonuses and prescriber relationships fueled mass over-prescription and an addiction crisis.
Federal incentives meant for neglected diseases get used to privatize widely available medicines.
Drug companies optimize for high-margin chronic conditions, not cures.