What the study found
The study found a statistically significant short-run relationship between digitalization and youth unemployment in Kazakhstan. In this study, digitalization was measured using Internet usage rates.
Why the authors say this matters
The authors conclude that digitalization may help reduce youth unemployment mainly through short-term labor market efficiency gains. They also suggest that sustaining these effects requires digital skills, education reform, and balanced regional development to support inclusive employment outcomes.
What the researchers tested
The researchers analyzed annual national-level data from Kazakhstan for 2010–2023, using an autoregressive distributed lag, or ARDL, framework. They used Internet usage rates as the digitalization measure and included education expenditure, urbanization, and gross regional product as control variables.
What worked and what didn't
A 1% increase in Internet penetration was associated with an average 0.27% reduction in the youth unemployment rate, holding other factors constant. This result remained robust across alternative specifications, heteroskedasticity-consistent estimators, and structural break adjustments for the 2015 oil price shock and the COVID-19 pandemic in 2020. Education expenditure and economic growth showed weak or delayed effects, and evidence of long-run cointegration was borderline.
What to keep in mind
The available summary does not describe major limitations beyond the borderline long-run cointegration evidence. The findings are based on Kazakhstan national-level data from 2010–2023, so the results are specific to that setting and period.
Key points
- Internet usage rates were used as the study's measure of digitalization.
- A 1% increase in Internet penetration was linked to about a 0.27% drop in youth unemployment in the short run.
- The relationship remained robust in alternative model checks and structural break adjustments.
- Education expenditure and economic growth had weak or delayed effects on youth unemployment.
- Evidence for a long-run relationship was borderline.
Disclosure
- Research title:
- Digitalization is linked to lower youth unemployment in Kazakhstan
- Authors:
- A. A. Barzhaksyyeva, Yerzhan Amirbekuly, G. S. Smagulova, Fatih Yücel
- Institutions:
- Al-Farabi Kazakh National University, Al-Farabi Kazakh National University, National Research University Higher School of Economics, National Research University Higher School of Economics, Niğde Ömer Halisdemir Üniversitesi, Pavlodar State Pedagogical University
- Publication date:
- 2026-03-30
- OpenAlex record:
- View
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