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ERIC Number: EJ1182272
Record Type: Journal
Publication Date: 2016
Pages: 19
Abstractor: As Provided
ISBN: N/A
ISSN: EISSN-2196-0739
EISSN: N/A
Is Computer Availability at Home Causally Related to Reading Achievement in Grade 4? A Longitudinal Difference in Differences Approach to IEA Data from 1991 to 2006
Rosén, Monica; Gustafsson, Jan-Eric
Large-scale Assessments in Education, v4 Article 5 2016
Research on effects of home computer use on children's development of cognitive abilities and skills has yielded conflicting results, with some studies showing positive effects, others no effects, and yet others negative effects. These studies have typically used non-experimental designs and one of the main reasons for the conflicting results is that studies differ with respect to how well they control for selection bias in comparisons of children with different amounts of computer use. The current study takes advantage of data from international comparative studies of educational achievement and uses the trend design of these studies to conduct longitudinal analyses at the country level. This allows for a difference in differences approach which effectively controls for within-country selection bias, time-invariant country-level omitted variables, and random errors of measurement in the independent and dependent variables. The empirical investigations are based on data from the IEA 10-Year Trend Study and the PIRLS 2001 and 2006 studies. For these studies, information about frequency of home computer use is available in the student questionnaire. The main analytical approach employed in the paper is regression estimation based on micro-data, with fixed country effects and cluster-robust standard-errors. This approach allows estimation of main effects of home computer use and interaction effects with student characteristics (gender and socio-economic status). For both data sets negative effects of home computer use on achievement are found. Results are discussed in substantive and methodological terms, focusing particularly on possible threats to valid causal inference, such as omitted variables that are not time invariant.
Springer. Available from: Springer Nature. 233 Spring Street, New York, NY 10013. Tel: 800-777-4643; Tel: 212-460-1500; Fax: 212-348-4505; e-mail: customerservice@springernature.com; Web site: https://bibliotheek.ehb.be:2123/
Publication Type: Journal Articles; Reports - Research
Education Level: Grade 4
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers - Location: Greece; Hungary; Iceland; Italy; New Zealand; Singapore; Slovenia; Sweden; United States
Identifiers - Assessments and Surveys: Progress in International Reading Literacy Study
Grant or Contract Numbers: N/A