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The influence of SES, migration background, and non-cognitive abilities on PISA reading and mathematics achievement: Evidence from Sweden
Stockholm University, Faculty of Social Sciences, Department of Education. (bjorn.boman@edu.su.se)
(English)Manuscript (preprint) (Other academic)
Abstract [en]

The current study analysed the relationships between socio-economic status, migration background, and non-cognitive factors and PISA reading and mathematics achievement. The results from multi-level analyses on Sweden’s most recent PISA survey (2018) indicate that mathematics achievement is solely explained by SES and migration background, whereas reading achievement is, apart from SES and migration background, affected by reading abilities, growth mindset, and the ability to master the content. Between-school level differences are partly explained by reading motivation. Our findings question the notion that mathematics achievement is substantially affected by reading abilities and non-cognitive factors. On the other hand, it indicates that reading achievement is more malleable.

Keywords [en]
PISA 2018, Sweden, Reading achievement, Mathematics achievement, Non-cognitive abilities
National Category
Pedagogy
Identifiers
URN: urn:nbn:se:su:diva-220741OAI: oai:DiVA.org:su-220741DiVA, id: diva2:1795597
Available from: 2023-09-08 Created: 2023-09-08 Last updated: 2023-09-08
In thesis
1. Skolprestationer: Faktorer som är relaterade till studieresultat i grundskolans senare år
Open this publication in new window or tab >>Skolprestationer: Faktorer som är relaterade till studieresultat i grundskolans senare år
2023 (Swedish)Doctoral thesis, comprehensive summary (Other academic)
Alternative title[en]
School achievement : Factors that are related to school results at the lower-secondary level
Abstract [en]

This compilation dissertation explores school results (or alterably, educational or academic achievement) at the Swedish lower-secondary level (Grades 7–9), particularly Grade 9 and to lesser extent Grade 8, using both aggregated data at the school and municipality level from Swedish National Agency for Education (Skolverket) and similar databases (Sweden Statistics, Kolada), and individual data from Education through follow-up (UGU, utvärdering genom uppföljning), and the Programme for international student assessment, PISA (2018). Data were obtained from the years 2013, 2018, and 2019. The outcome variables consisted either of the sum score grades at least E (where E is the lowest pass grade and A is the highest) in all subjects or grade point average (either in all 17 subjects or a sum of English, Mathematics and Swedish), national test results (English, Mathematics, Swedish, Swedish as a second language), or PISA scores in mathematics and reading. The theoretical framework hinged on a socio-ecological model which covers the micro- (individuals, families), meso- (schools), macro levels (social factors such as political systems and social changes) of school results in different contexts. This rather comprehensive approach to school results was in turn related to six main variables that aimed to explain the variation in academic achievement, mostly by using linear regression models: socioeconomic status (SES, such as average parental education or resources within municipalities, schools or families), migration background (i.e., differences between native-born students and first- and second-generation migrant students), cognitive ability (i.e., the scores obtained from cognitive ability tests), non-cognitive abilities (e.g., the degree to which students regard themselves as being able to handle their school situation), teacher competence or teaching quality (i.e., mostly formal teacher competence such as the degree to which municipalities have teachers with a formal degree in teaching), as well as the geographical position of municipalities and students. The findings, which are related to four different studies, indicate that when all six variables were included in the same regression models (only in the UGU study), cognitive ability was the strongest factor, followed by non-cognitive abilities, SES, teaching quality, migration background, and geographical position. In some regression models, migration background was not even statistically significant, which was also the case with geographical position. When exploring the aggregated Skolverket data, the SES variables were the strongest, followed by migration background, and teacher competence, while geographical position was only statistically significant when the municipalities whose school results were the highest were compared with their lowest counterparts. The study which was built on PISA data and used a multi-level model approach, found a much stronger effect for migration background at the within-school level, which may be because students with a migration background have difficulties in understanding the long and reading-intense PISA tasks. It might also be because PISA does not include cognitive ability indicators. Moreover, for reading achievement, some non-cognitive abilities were also important such as self-assessed reading capabilities. At the between-school level, differences were associated with reading motivation. These results reflect upon recent phenomena in the Swedish context such as individualisation (the emphasis on individual level factors), socioeconomic disparities, and migration (social change). 

 

Place, publisher, year, edition, pages
Stockholm: Institutionen för pedagogik och didaktik, Stockholms universitet, 2023. p. 89
Series
Doktorsavhandlingar från Institutionen för pedagogik och didaktik ; 77
National Category
Pedagogy
Research subject
Education
Identifiers
urn:nbn:se:su:diva-220746 (URN)978-91-8014-488-9 (ISBN)978-91-8014-489-6 (ISBN)
Public defence
2023-11-16, sal 2403, Institutionen för pedagogik och didaktik, Frescativägen 54, Stockholm, 13:00 (Swedish)
Opponent
Supervisors
Available from: 2023-10-24 Created: 2023-09-08 Last updated: 2023-11-06Bibliographically approved

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