The Human Erasure Index (HEI): Mathematical explanation, Part II

While macroeconomic tension in developed economies (OECD) leads to a structural compression of demographic potential (the "Cartesian Implosion"), applying the same linear framework to the Global South reveals fundamental physical differences. This paper adapts the thermodynamic framework of the Human Erasure Index (HEI) for developing economies, modeling them as macroeconomic "Open Circuits" with weak institutional containers. In the absence of massive mortgage markets and pharmacological control (antidepressants), the systemic Resistance ($R$) in the Joule-Lenz equation ($Q=I^2Rt$) is recalibrated to inflation, which constantly devalues human energy output. The generated heat ($Q$) is not conserved within the system but transforms into "Kinetic Entropy"—manifesting as eruptions of physical violence and social destabilization. We mathematically demonstrate that standard one-dimensional projection (1D PCA) fails to capture the orthogonal variance of this chaos, resulting in severe structural underfitting. To resolve this limitation, we apply the Euclidean distance metric ($L_2$ Norm) to measure the true multidimensional radius of destruction, a phenomenon we term the "Euclidean Explosion." Finally, the study synthesizes the concepts of "Deaths of Despair" (Angus Deaton) and "Greedy Work" (Claudia Goldin). Grounded in thermodynamic laws, we prove that the global collapse in fertility is not a cultural shift. It is a mathematically deterministic "Thermodynamic Biological Strike": the instinctive shedding of the most energy-intensive biological function (reproduction) to ensure the physical survival of the host in an environment of extreme macroeconomic resistance.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-07
DOI
https://doi.org/10.5281/zenodo.18902868
Primary Topic
Chaos, Complexity, and Education
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Human Erasure Index (HEI): Mathematical explanation, Part II

ALIBEK BEKZHIGITOV
Zenodo (CERN European Organization for Nuclear Research)
Chaos, Complexity, and Education
article

The Human Erasure Index (HEI): Mathematical explanation, Part II

ALIBEK BEKZHIGITOV
article en

Abstract

While macroeconomic tension in developed economies (OECD) leads to a structural compression of demographic potential (the "Cartesian Implosion"), applying the same linear framework to the Global South reveals fundamental physical differences. This paper adapts the thermodynamic framework of the Human Erasure Index (HEI) for developing economies, modeling them as macroeconomic "Open Circuits" with weak institutional containers. In the absence of massive mortgage markets and pharmacological control (antidepressants), the systemic Resistance ($R$) in the Joule-Lenz equation ($Q=I^2Rt$) is recalibrated to inflation, which constantly devalues human energy output. The generated heat ($Q$) is not conserved within the system but transforms into "Kinetic Entropy"—manifesting as eruptions of physical violence and social destabilization. We mathematically demonstrate that standard one-dimensional projection (1D PCA) fails to capture the orthogonal variance of this chaos, resulting in severe structural underfitting. To resolve this limitation, we apply the Euclidean distance metric ($L_2$ Norm) to measure the true multidimensional radius of destruction, a phenomenon we term the "Euclidean Explosion." Finally, the study synthesizes the concepts of "Deaths of Despair" (Angus Deaton) and "Greedy Work" (Claudia Goldin). Grounded in thermodynamic laws, we prove that the global collapse in fertility is not a cultural shift. It is a mathematically deterministic "Thermodynamic Biological Strike": the instinctive shedding of the most energy-intensive biological function (reproduction) to ensure the physical survival of the host in an environment of extreme macroeconomic resistance.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 30%
Chaos, Complexity, and Education
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.