Human Tax: A Concept Note on Technology-Substitutable Friction Costs

This concept note introduces Human Tax: the net incremental cost borne by an organization when humans perform tasks for which a technologically superior alternative exists, after accounting for transition costs and the residual value of human execution. Human Tax is analytically distinct from both transaction costs and agency costs, constituting a third category of organizational friction. This note establishes the formal definition, specifies the construct's scope through a tax-analogy framework (tax base, tax rate, and tax incidence), introduces a four-component measurement typology (speed, accuracy, cost, and consistency differentials), and articulates the boundary conditions under which the construct applies.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-12
DOI
https://doi.org/10.5281/zenodo.18973562
Primary Topic
Politics, Economics, and Education Policy
Type
article
Field-Weighted Citation Impact
0.00
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article

Human Tax: A Concept Note on Technology-Substitutable Friction Costs

Hakjin Kim
Zenodo (CERN European Organization for Nuclear Research)
Politics, Economics, and Education Policy
article

Human Tax: A Concept Note on Technology-Substitutable Friction Costs

Hakjin Kim
article en

Abstract

This concept note introduces Human Tax: the net incremental cost borne by an organization when humans perform tasks for which a technologically superior alternative exists, after accounting for transition costs and the residual value of human execution. Human Tax is analytically distinct from both transaction costs and agency costs, constituting a third category of organizational friction. This note establishes the formal definition, specifies the construct's scope through a tax-analogy framework (tax base, tax rate, and tax incidence), introduces a four-component measurement typology (speed, accuracy, cost, and consistency differentials), and articulates the boundary conditions under which the construct applies.

Zenodo (CERN European Organization for Nuclear Research)
Korea University of Science and Technology (KR)
Openalex Percentile: Top 27%
Politics, Economics, and Education Policy
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