Abstract
In this paper, we have employed data from the OECD’s Programme for International Student Assessment (PISA, 2012 edition) on the EU-15 countries in order to investigate the effect of using ICT at home on achievement. By employing Propensity Score Matching, we provide robust evidence that in most countries there is a negative association between using computers intensely for homework and achieving lower test scores across all subjects. Such negative effect affects the achievement of both low- and high-performing students and is robust to a specification that consider unobservable self-sorting of students across schools. Our findings suggest that a more cautious approach should be taken with regards to the wide-spread use of digital innovation as a means to support students’ out-of-school work.
| Original language | English |
|---|---|
| Pages (from-to) | 601-620 |
| Number of pages | 20 |
| Journal | Education Economics |
| Volume | 28 |
| Issue number | 6 |
| DOIs | |
| State | Published - Dec 2020 |
Keywords
- Digital learning
- ICT use at home
- OECD-PISA
- educational production function (EPF)
- instrumental variables
- propensity score matching
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