The Settlement Constraint: Why Institutions Fail at Scale

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Main Author: Espeleta, Kyle
Format: Recurso digital
Published: Zenodo 2025
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author Espeleta, Kyle
author_facet Espeleta, Kyle
contents <div> <h2>Description</h2> <p>Why do institutions get busy but stuck? Courts process thousands of cases while backlogs grow. Permit offices issue approvals while wait times lengthen. Claims processors close files while disputes recur.</p> <p>This paper argues the pattern reflects a binding constraint: human checking capacity is finite. When decisions must be defensible and contestable, there’s a hard limit on how fast work can durably close—not just appear closed, but stay closed.</p> <p>The <strong>Obligation Closure Constraint (OCC)</strong> formalizes this limit. At any boundary requiring accountable sign-off under credible challenge, durable settlement cannot exceed checking capacity divided by checking effort per case. Exceed it, and the deficit must surface somewhere: backlogs, rework, displacement onto clients, or degraded standards.</p> <p>Three empirical tests validate the framework:</p> <p>· DC FOIA requests: DCR 0.88 led to backlog growth from 1 to 3,360 cases<br>· Philadelphia regulatory appeals: DCR 0.92 led to backlog growth from 202 to 1,983 cases<br>· Vancouver building permits: DCR 1.04 led to the backlog being cleared to zero</p> <p>Same methodology. Different outcomes. Predictions matched reality.</p> </div> <p>Keywords<br>institutional capacity, durable settlement, queue dynamics, verification constraint, backlog analysis, accountability, falsification, OCC</p> <p>Related Identifiers<br>IsSupplementedBy: <a href="https://doi.org/10.5281/zenodo.18073749">https://doi.org/10.5281/zenodo.18073749</a> (DC FOIA deployment)<br>IsSupplementedBy: <a href="https://doi.org/10.5281/zenodo.18076572">https://doi.org/10.5281/zenodo.18076572 </a>(Philadelphia deployment)<br>IsSupplementedBy: <a href="https://doi.org/10.5281/zenodo.18077993">https://doi.org/10.5281/zenodo.18077993</a> (Vancouver deployment)<br>License<br>CC BY 4.0</p>
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publishDate 2025
publisher Zenodo
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spellingShingle The Settlement Constraint: Why Institutions Fail at Scale
Espeleta, Kyle
<div> <h2>Description</h2> <p>Why do institutions get busy but stuck? Courts process thousands of cases while backlogs grow. Permit offices issue approvals while wait times lengthen. Claims processors close files while disputes recur.</p> <p>This paper argues the pattern reflects a binding constraint: human checking capacity is finite. When decisions must be defensible and contestable, there’s a hard limit on how fast work can durably close—not just appear closed, but stay closed.</p> <p>The <strong>Obligation Closure Constraint (OCC)</strong> formalizes this limit. At any boundary requiring accountable sign-off under credible challenge, durable settlement cannot exceed checking capacity divided by checking effort per case. Exceed it, and the deficit must surface somewhere: backlogs, rework, displacement onto clients, or degraded standards.</p> <p>Three empirical tests validate the framework:</p> <p>· DC FOIA requests: DCR 0.88 led to backlog growth from 1 to 3,360 cases<br>· Philadelphia regulatory appeals: DCR 0.92 led to backlog growth from 202 to 1,983 cases<br>· Vancouver building permits: DCR 1.04 led to the backlog being cleared to zero</p> <p>Same methodology. Different outcomes. Predictions matched reality.</p> </div> <p>Keywords<br>institutional capacity, durable settlement, queue dynamics, verification constraint, backlog analysis, accountability, falsification, OCC</p> <p>Related Identifiers<br>IsSupplementedBy: <a href="https://doi.org/10.5281/zenodo.18073749">https://doi.org/10.5281/zenodo.18073749</a> (DC FOIA deployment)<br>IsSupplementedBy: <a href="https://doi.org/10.5281/zenodo.18076572">https://doi.org/10.5281/zenodo.18076572 </a>(Philadelphia deployment)<br>IsSupplementedBy: <a href="https://doi.org/10.5281/zenodo.18077993">https://doi.org/10.5281/zenodo.18077993</a> (Vancouver deployment)<br>License<br>CC BY 4.0</p>
title The Settlement Constraint: Why Institutions Fail at Scale
url https://doi.org/10.5281/zenodo.18080709