A1 Journal article (refereed)
Family related variables effect on later educational outcome : a further geospatial analysis on TIMSS 2015 Finland (2020)

Harju-Luukkainen, H., Vettenranta, J., Wang, J., & Garvis, S. (2020). Family related variables effect on later educational outcome : a further geospatial analysis on TIMSS 2015 Finland. Large-Scale Assessments in Education, 8, Article 3. https://doi.org/10.1186/s40536-020-00081-2

JYU authors or editors

Publication details

All authors or editors: Harju-Luukkainen, H.; Vettenranta, J.; Wang, J.; Garvis, S.

Journal or series: Large-Scale Assessments in Education

eISSN: 2196-0739

Publication year: 2020

Volume: 8

Article number: 3

Publisher: Springer; International Association for the Evaluation of Educational Achievement (IEA); Educational Testing Service (ETS)

Publication country: Germany

Publication language: English

DOI: https://doi.org/10.1186/s40536-020-00081-2

Publication open access: Openly available

Publication channel open access: Open Access channel

Publication is parallel published (JYX): https://jyx.jyu.fi/handle/123456789/68140


Family-related factors, like parent’s educational level, their values and expectations have a significant impact on child’s early skills and later educational outcomes. Further, parents provide their child, alongside with other learning environments, a broad mathematical and early literacy input. This study investigates the relationship between family-related socio-economic and other factors like, parental education, amount of books at home, parental attitudes towards mathematics and science, parental perception of child’s early skills and student’s later academic achievement. This is studied in the light of the Finnish data collected for Trends in International Mathematics and Science Study (TIMSS) 2015. The results are presented with the help of a geospatial method called Kriging that reveals regional variance. The results indicate that family-related background variables have different effects on child’s later achievement in mathematics across Finland. The results suggest, that some areas in Finland are better in ‘levelling the playing field’ for children and minimising the effect of family related variables on educational outcomes than others.

Keywords: study performance; underlying factors; socioeconomic factors; family background; domestic environment; regional differences; geostatistics

Free keywords: TIMSS; socio-economics; geospatial methods; Finland

Contributing organizations

Ministry reporting: Yes

Reporting Year: 2020

JUFO rating: 1

Last updated on 2022-20-09 at 13:25