The Economics of Human Shrinkage

1. Objective This study investigates the socio-economic determinants driving the global contraction in Total Fertility Rates (TFR) below replacement levels ($\approx 2.1$) using a longitudinal global panel spanning 1990 to 2024. 2. Methodology & Execution Microeconomic Formalization: Formulated a structural framework extending Becker’s Quantity-Quality Trade-off model and maternal time opportunity costs. Panel Econometrics: Compiled 6,120 country-year observations via the World Bank API, estimating Pooled OLS, Panel Fixed Effects (FE), and Two-Way Fixed Effects (TWFE) models with Driscoll-Kraay robust standard errors. Diagnostic Auditing: Conducted Variance Inflation Factor (VIF) diagnostic checks to eliminate multicollinearity distortions across demographic proxies. 3. Key Findings & Impact The Income Paradox Reversal: Discovered a major econometric divergence: while cross-sectional Pooled OLS displays a negative relationship between income and fertility ($\beta = -0.089^{}$), isolating within-country variation over time via Panel Fixed Effects reveals a positive pro-natalist liquidity effect ($\beta = 0.097^{***}$). Opportunity Costs & Urbanization: Confirmed that urbanization ($\beta = -0.0251, p < 0.001$) and female labor participation structurally depress TFR by increasing child-rearing maintenance costs and career opportunity costs. Infant Mortality Core: Identified infant mortality reduction as the single strongest historical catalyst driving modern family rationalization and fertility contraction ($\beta = 0.0162, p < 0.001$).

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-25
DOI
https://doi.org/10.5281/zenodo.22096152
Primary Topic
Family Dynamics and Relationships
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Economics of Human Shrinkage

Bekdaulet Abzhamiev
Zenodo (CERN European Organization for Nuclear Research)
Family Dynamics and Relationships
article

The Economics of Human Shrinkage

Bekdaulet Abzhamiev
article en

Abstract

1. Objective This study investigates the socio-economic determinants driving the global contraction in Total Fertility Rates (TFR) below replacement levels ($\approx 2.1$) using a longitudinal global panel spanning 1990 to 2024. 2. Methodology & Execution Microeconomic Formalization: Formulated a structural framework extending Becker’s Quantity-Quality Trade-off model and maternal time opportunity costs. Panel Econometrics: Compiled 6,120 country-year observations via the World Bank API, estimating Pooled OLS, Panel Fixed Effects (FE), and Two-Way Fixed Effects (TWFE) models with Driscoll-Kraay robust standard errors. Diagnostic Auditing: Conducted Variance Inflation Factor (VIF) diagnostic checks to eliminate multicollinearity distortions across demographic proxies. 3. Key Findings & Impact The Income Paradox Reversal: Discovered a major econometric divergence: while cross-sectional Pooled OLS displays a negative relationship between income and fertility ($\beta = -0.089^{}$), isolating within-country variation over time via Panel Fixed Effects reveals a positive pro-natalist liquidity effect ($\beta = 0.097^{***}$). Opportunity Costs & Urbanization: Confirmed that urbanization ($\beta = -0.0251, p < 0.001$) and female labor participation structurally depress TFR by increasing child-rearing maintenance costs and career opportunity costs. Infant Mortality Core: Identified infant mortality reduction as the single strongest historical catalyst driving modern family rationalization and fertility contraction ($\beta = 0.0162, p < 0.001$).

Zenodo (CERN European Organization for Nuclear Research)
Sustainable cities and communities
Openalex Percentile: Top 3%
Family Dynamics and Relationships
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.

The Economics of Human Shrinkage — Bekdaulet Abzhamiev · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS