The Human-Capital J-Curve: Short-Run Costs and Delayed Dividends of Uzbekistan's Leap to Universal Higher Education

In just eight years Uzbekistan moved from elite to universal access to higher education: the gross tertiary enrollment ratio rose from 8.6% in 2017 to 59.8% in 2025. This thesis asks when such a leap starts to pay off in economic growth and what it costs in the meantime. Using annual World Bank data for 1999–2025, we estimate finite distributed-lag and Almon polynomial distributed-lag models of per-capita GDP growth and test for a long-run relationship with the ARDL bounds test. The growth response follows a human-capital J-curve: a 10% rise in the enrollment ratio lowers per-capita growth by about 0.64 percentage points in the following year and raises it by about 0.38 points a year later, while the cumulative multiplier after two years is still negative (−3.14; p = 0.003). No cointegration is found, which is consistent with an economy that is still in transition. Lagged public spending on education is positively associated with growth (+3.40; p = 0.078), yet between 2017 and 2023 real public education spending per capita rose by only about half while the enrollment ratio rose 5.3-fold. Lifting and shortening the J-curve therefore depends on funding quality, not only quantity.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-11
DOI
https://doi.org/10.5281/zenodo.24126763
Primary Topic
Economic Growth and Productivity
Type
article
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article

The Human-Capital J-Curve: Short-Run Costs and Delayed Dividends of Uzbekistan's Leap to Universal Higher Education

Farmonov Bobur, Nilufar Mardonova
Zenodo (CERN European Organization for Nuclear Research)
Economic Growth and Productivity
article

The Human-Capital J-Curve: Short-Run Costs and Delayed Dividends of Uzbekistan's Leap to Universal Higher Education

Farmonov Bobur, Nilufar Mardonova
article en

Abstract

In just eight years Uzbekistan moved from elite to universal access to higher education: the gross tertiary enrollment ratio rose from 8.6% in 2017 to 59.8% in 2025. This thesis asks when such a leap starts to pay off in economic growth and what it costs in the meantime. Using annual World Bank data for 1999–2025, we estimate finite distributed-lag and Almon polynomial distributed-lag models of per-capita GDP growth and test for a long-run relationship with the ARDL bounds test. The growth response follows a human-capital J-curve: a 10% rise in the enrollment ratio lowers per-capita growth by about 0.64 percentage points in the following year and raises it by about 0.38 points a year later, while the cumulative multiplier after two years is still negative (−3.14; p = 0.003). No cointegration is found, which is consistent with an economy that is still in transition. Lagged public spending on education is positively associated with growth (+3.40; p = 0.078), yet between 2017 and 2023 real public education spending per capita rose by only about half while the enrollment ratio rose 5.3-fold. Lifting and shortening the J-curve therefore depends on funding quality, not only quantity.

Zenodo (CERN European Organization for Nuclear Research)
Economic Growth and Productivity
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