Axiomatic System of Policy Governance
This system is the complete application of perspective transformation theory in the field of public governance. The policy edition is the dynamic system of national policy governance; the data edition is the frontier data governance system. Any public policy occurs within a perspective system constituted by four elements: policy subject, policy instrument, policy object, and policy rights-relations. The foundation of policy governance is not ideology, not efficiency maximization, but axiomatic transparency, cost honesty, and built-in Jubilee. In short, policy is cost management.
Policy Edition · Three Axioms
Any public policy occurs within a perspective system constituted by four elements: policy subject, policy instrument, policy object, and policy rights-relations. The four are irreducible and together define a specific policy perspective.
Element definitions:
| Element | Definition | Example |
|---|---|---|
| Policy subject | The makers, executors, and supervisors of policy | Government, regulatory agencies, public institutions, civil society organizations |
| Policy instrument | The means by which policy operates | Law, taxation, administrative licensing, technical standards, information disclosure, public education |
| Policy object | The social phenomenon, group, or problem the policy points to | Market behavior, public services, environmental protection, social order |
| Policy rights-relations | The structure of rights, responsibilities, and interests among the parties | Property arrangements, compliance obligations, remedies, participation rights, right to know |
Core corollaries:
First, there is no "objective policy." Every policy is made under a specific subject's perspective, using specific instruments, pointing to specific objects, presupposing specific rights-relations. The policy maker is not a neutral observer, but a participant in the perspective system.
Second, the essence of policy conflict is the conflict of rights-relations between different perspective systems. Departmental friction arises because each department stands in a different policy subject position, uses different policy instruments, and points to different policy objects.
Third, the first question of policy evaluation is not "is it effective," but "are the four elements clearly defined?" Are the subject's rights and responsibilities clear? Do the instruments match the objects? Are the rights-relations traceable?
The policy subject's perspective undergoes the process of "focus → fixation → execution." Focus is the determination of policy direction, a free act; fixation is the formation of a default path after long-term operation; execution is the necessary unfolding under the fixated perspective. Policy innovation originates from perspective transformation—actively changing any one of the four elements.
Core corollaries:
First, policy making is focus. Before focusing, the policy subject faces multiple policy options; after focusing, the direction is determined. The quality of major planning depends on whether the focus is precise.
Second, policy execution is unfolding. Under the fixated perspective, policy execution is predictable and determined. The execution deviation of lower-level governments is often a reflection of the mismatch between policy instruments and policy objects, not a problem of the executors' attitude.
Third, policy rigidity is fixation. After a set of policies operates for a long time, the executors' working methods fixate into a default path, and even when the environment changes, they still execute by inertia. This is not a moral defect, but a cognitive-ontological law.
Fourth, policy innovation is perspective transformation. The only path to break the policy deadlock is for the policy subject to actively move from one policy perspective system into another—changing the type of policy instrument, or redefining the policy object, or restructuring the rights-relations.
Any policy execution pays cost. Cost is the irreversible rupture of specific rights-relations within the original policy perspective system. Cost further fixates the existing structure, forming a cost trap. Cost cannot be eliminated, only managed, transferred, and distributed. Periodic reset of the policy system is the only path to break the cost trap.
Core corollaries:
First, the essence of cost is the irreversible rupture of rights-relations. An industrial subsidy, while supporting the target industry, irreversibly changes the competitive conditions of non-subsidized industries. This is not a "side effect," but the structural result after the specific rights-relations within the original policy perspective are adjusted.
Second, the formation mechanism of the cost trap: policy attempts to compensate for original cost → produces new cost → structure further distorts → requires more policy → greater cost. The way to break the trap is not to continue patching within the inertia, but to return to the framework level and actively change the four elements.
Third, cost cannot be eliminated, only managed. The policy goal is not "zero cost," but "reasonable distribution of cost" and "maximization of net benefit."
Fourth, the principle of policy reset: any policy framework needs periodic reset. Policy should not be executed permanently, institutions should not remain unchanged forever, authority should not be held permanently. Reset is not an admission of failure, but an honest treatment of Axiom Two—all policies will fixate, therefore all policies need to presuppose their own termination and renewal.
Policy Edition Theorems
Any policy problem can be directly mapped to a specific relational problem among the four elements, thereby locating the lesion.
| Problem Manifestation | Four-Element Mapping | Diagnostic Direction |
|---|---|---|
| Policy idling | Policy instrument does not match policy object | Instrument design deviation or object identification error |
| Departmental friction | Rights-relations among policy subjects are unclear | Boundaries of authority and responsibility are blurred |
| Policy capture | Policy object in turn fixates the policy subject's perspective | The regulator is locked in by the regulated |
| Policy obsolescence | Policy instrument is disconnected from the changed social structure | Lag caused by fixation |
The optimal validity period of a policy should satisfy marginal benefit equal to marginal cost. High-frequency change domains should set short cycles; low-frequency change domains may set longer cycles. Upon expiration, the policy must be re-argued or automatically abolished.
Any long-running policy system needs periodic reset—power redistribution, rights re-confirmation, instrument re-evaluation, object re-definition. Reset is not starting over, but presupposing a "sunset clause" for the policy, letting the policy actively accept a rebirth before fixation kills it.
The difficulty of cross-departmental policy coordination depends on the structural differences between the policy perspective systems of each department. The greater the difference, the higher the coordination cost. The way to reduce coordination cost is not to forcibly unify perspectives, but to establish a "policy translation mechanism"—identifying the incommensurability between the perspective systems of each department, designing interface standards, and minimizing translation cost.
A good policy system is not only functionally effective, but should also pursue harmony in structure—the policy subject's rights and responsibilities are clear (the certainty of the True), the policy direction is clear and correct (the directedness of the Good), and the relation between policy instrument and object is orderly (the harmony of the Beautiful). Policy aesthetics is not embellishment, but the external mark of the policy system's inner health.
The first principle of policy ethics is not efficiency, not fairness, but honest cost assessment. Before any policy is issued, it must honestly answer three questions: What cost will this policy pay? Who will bear these costs? Is there a reset mechanism in the future? A policy that conceals cost, no matter how noble its proclaimed goal, is ethically evil.
Policy Governance Tools
Tool One: Policy Diagnostic Matrix
Map policy problems to the six relations among the four elements, quickly locating the lesion:
| Relation Pair | Problem Manifestation | Diagnostic Direction |
|---|---|---|
| Subject-Instrument | Execution distortion | Instrument does not match subject capacity |
| Subject-Object | Policy failure | Object not correctly defined or understood |
| Subject-Subject | Departmental friction | Boundaries of authority and responsibility are blurred or conflicting |
| Instrument-Object | Policy obsolescence | Instrument disconnected from the changed object |
| Instrument-Rights | Compliance difficulty | Instrument conflicts with existing rights |
| Object-Rights | Social backlash | Object's rights are not fully incorporated |
Tool Two: Policy Cost Budget Table
Require major policies to assess and disclose their cost before being issued:
| Cost Type | Assessment Content |
|---|---|
| Exclusion cost | While the policy supports someone, whose competitive conditions are weakened |
| Lock-in cost | After long-term operation, which future options are excluded |
| Transferred cost | Who bears the policy cost, and whether it is fair |
| Reset cost | When the policy terminates or restarts, the sunk cost already invested |
| Context cost | When the policy is implemented in different regions/cultures, the irreversible loss of original context information |
Tool Three: Policy Sunset Checklist
According to the Optimal Policy Duration Theorem, presuppose a validity period and expiration handling plan for each long-term policy. High-frequency change domains are re-examined every 3-5 years; low-frequency change domains every 5-10 years (specific timing adapted to local conditions). Upon expiration, the policy must be re-argued or automatically lapse. Any extension of a policy must undergo a new cost assessment; it may not be automatically extended on the grounds of "custom."
Data Edition · Axiomatic System
This system is an axiomatic system of data governance starting from underlying principles.
Axiom One (Axiom of the Data Value Chain)
Any data value chain is constituted by four irreducible elements: data source party, data resource, data infrastructure, and data rights-relations. Together they define a specific data value chain.
Element definitions:
| Element | Definition | Example |
|---|---|---|
| Data source party | The producers, holders, and controllers of data | Individuals, enterprises, government, platforms |
| Data resource | The data itself and its product forms | Raw data, cleaned data, data products, models |
| Data infrastructure | The technical systems carrying data | Collection devices, storage media, transmission networks, computing platforms |
| Data rights-relations | The structure of rights, responsibilities, and interests among the parties | Property arrangements, licensing, transaction contracts, compliance obligations |
Core corollaries:
First, there is no "bare data." Data is the record of facts, and the act of recording necessarily has a recorder and a recording medium. Once collected, the question of who can access and who can use it is necessarily involved.
Second, the essence of the data problem is the relational problem of the four elements. Unclear property rights are the unclear mapping between the source party and the rights-relations; poor circulation is the blocked adaptive relation between the resource and the infrastructure.
Third, the goal of data governance is to establish the certainty of the four elements—making the source party identifiable, the resource definable, the infrastructure trustworthy, and the rights-relations traceable.
Axiom Two (Axiom of Data Circulation)
The value of data is released in circulation. The essence of data circulation is the transformation of the data value chain—that is, any change in the source party, resource, infrastructure, or rights-relations. Free circulation is the first ethic of data.
Axiom Three (Axiom of Circulation Cost)
Any data circulation pays cost. Cost is the irreversible rupture of specific rights-relations within the original data value chain. Cost cannot be eliminated, only managed, transferred, and distributed. Periodic reset of the data system is the only path to break the inertial cycle.
Data Edition Theorems
Given any data governance problem, it can be directly mapped to a specific relational problem among the four elements, thereby locating the lesion.
The optimal duration of data property rights should satisfy marginal benefit equal to marginal cost. High-frequency change data has fast value decay and a short optimal duration; low-frequency change data has slow value decay and a long optimal duration.
The optimal degree of data circulation is where marginal benefit equals marginal cost. Policy should not pursue "maximizing circulation volume," but "maximizing net benefit."
Any data system needs periodic compulsory reset. Data property rights should not be held permanently, algorithmic models should not run permanently, data classification standards should not remain unchanged forever.
Data sets from different departments, different collection purposes, and different historical periods have structural incommensurability between their value chains. Direct fusion necessarily pays cost—the irreversible loss of original context information.