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CAN DATA FROM LARGESCALE
ASSESSMENTS EVER BE USEFUL
FOR MATHEMATICS EDUCATION?
18 September 2023
Dr Christian Bokhove
Professor in Mathematics Education
University of Southampton
United Kingdom
https://is.gd/aicmste_bokhove
This presentation
• Policy on International Large-scale Assessments (ILSAs).
• Examples of ILSAs.
• ILSAs about mathematics education
• Indonesia in TIMSS 2015 grade 4 and PISA 2018
• The challenges of interpreting ILSA data
• Wrapping up
Selamat sore!
POLICY INFLUENCE
International Largescale Assessments (ILSAs) have a
lot of influence on education policy.
Stewart, W. (2016). Long read: Does Pisa really tell us anything useful about schools?
https://www.tes.com/news/school-news/breaking-news/long-read-does-pisa-really-tell-us-
anything-useful-about-schools
Media coverage
https://schoolsweek.co.uk/pirls-2016-england-rises-one-place-in-international-
reading-measure/
http://www.bbc.co.uk/news/education-25187997
But also proliferation of tests
Is it an industry ?
http://www.bbc.co.uk/news/business-42781376
https://www.tes.com/news/school-news/breaking-news/england-shunning-global-skills-test-because-pupils-are-not-ready-it
“Most of the media coverage (41%) was concerned with the
first frame, counts and comparisons, which analysed PISA
data to provide ‘evidence’ that was then used to
comparatively position Australia against other countries,
reference societies, which do better, with particular
emphasis on Finland and also Shanghai after the 2009
PISA. The other two frames dealt with criticisms and
contextual issues.”
Baroutsis, A., & Lingard, B. (2016). Counting and comparing school
performance: an analysis of media coverage of PISA in Australia, 2000–
2014. Journal of Education Policy, 32(4), 432-449. Link.
https://www.gov.uk/government/speeches/nick-gibb-reading-is-the-key-to-unlocking-human-potential
SOME ILSAS
There are numerous influential ILSAs with many
different emphases.
But internationally two main ‘players’
• “The International Association for the Evaluation of
Educational Achievement (IEA) is an independent,
international cooperative of national research institutions
and governmental research agencies. It conducts large-
scale comparative studies of educational achievement
and other aspects of education.” (e.g. TIMSS, PIRLS)
• “The mission of the Organisation for Economic Co-
operation and Development (OECD) is to promote
policies that will improve the economic and social well-
being of people around the world.” (e.g. PISA, TALIS)
• Of course, also smaller projects, lots of involvement of
academics.
PIAAC
“As part of its Programme for the International
Assessment of Adult Competencies (PIAAC), the OECD
collects and analyses data that assist governments in
assessing, monitoring and analysing the level and
distribution of skills among their adult populations as well
as the utilisation of skills in different contexts.”
• Literacy, Numeracy, Problem solving in technology-rich
environments
• Last one: 2013, second cycle taking place now.
http://www.oecd.org/site/piaac/
• Young adults in the UK scored the lowest on average of all age
groups within the UK;
• Young adults in the UK scored lower than the same age group in
other participating OECD countries;
Citizenship
“The International Civic and Citizenship Education Study (ICCS) is
the largest international study of civic and citizenship education in
the world. The ICCS assessment addresses students’ civic
knowledge, understanding, perceptions, attitudes, engagement, and
behavior, while collecting information on students’ home
background.” - 2016 study: http://iccs.iea.nl/home.html
TALIS
OECD’s Teaching and Learning International Survey
Last version included primary schools and videos as well
(released June 2019).
http://www.oecd.org/education/talis/
https://talis2018.org.uk/
http://www.oecd.org/education/school/UK-TALIS-2013-national-report.pdf
PISA
“The Programme for International Student Assessment
(PISA) is a triennial international survey which aims to
evaluate education systems worldwide by testing the
skills and knowledge of 15-year-old students. To date,
students representing more than 70 economies have
participated in the assessment.”
http://www.oecd.org/pisa/
OECD (2016), PISA 2015 Results (Volume II): Policies and Practices
for Successful Schools, OECD Publishing, Paris.
http://dx.doi.org/10.1787/9789264267510-en
Hopfenbeck, T., Lenket, J., El Masri, Y., Cantrell, K., Ryan, J., & Baird, J-A.
(2017). Lessons Learned from PISA: A Systematic Review of Peer-
Reviewed Articles on the Programme for International Student Assessment.
Scandinavian Journal of Educational Research. Link.
PISA
• OECD funded
• 15-year olds
• 2000: Literacy, 2003: Mathematics, 2006: Literacy,
2009: Science, 2012: Mathematics, 2015:
science, 2018: reading
• More countries than IEA studies
• http://www.oecd.org/pisa/
But we need more independent analyses of these data!
Trends in Mathematics and Science Study
• IEA funded
• Maths and Science grade 4 and 8
• 30+ countries
• First TIMSS in 95, replicated three times, most recently
2019
• Political interest in results
• http://timss.bc.edu/
• http://timss2015.org/ (Indonesia only participated in the
primary school study)
• https://timssandpirls.bc.edu/timss2019/ (Indonesia did not
participate)
Also large-scale qualitative studies
Leung, F. K. S. (2005). Some characteristics of East Asian mathematics
classrooms based on data from the TIMSS 1999 video study. Educational
Studies in Mathematics, 60(2), 199-215. Link
Other studies like the Learner’s Perspective Study and hopefully the
new TALIS.
INDONESIAN
PERSPECTIVE
I show some results from PISA 2018 and TIMSS 2015.
PISA 2018
“However, these results must be seen in the context of the vast strides
that Indonesia has made in increasing enrolment. In 2001, the PISA
sample covered only 46% of 15-year-olds in Indonesia; in 2018,85% of
15-year-olds were covered.”
https://www.oecd.org/pisa/publications/PISA2018_CN_IDN.pdf
PISA 2018
https://www.thejakartapost.com/news/2019/12/04/not-even-
mediocre-indonesian-students-score-low-in-math-reading-
science-pisa-report.html
https://www.oecd.org/pisa/publications/PISA2018_CN_IDN.pdf
Equity related to SES
• In Indonesia, socio-economically advantaged students
outperformed disadvantaged students in reading by 52
score points in PISA 2018. This is smaller than the
average difference between the two groups (89 score
points) across OECD countries. In PISA 2009, the
performance gap related to socio-economic status was 44
score points in Indonesia (and 87 score points on average
across OECD countries).
• Some 14% of disadvantaged students in Indonesia were
able to score in the top quarter of reading performance
within Indonesia, indicating that disadvantage is not
destiny. On average across OECD countries, 11% of
disadvantaged students scored amongst the highest
performers in reading in their countries.
Miscellaneous…
• School principals in Indonesia reported more staff shortage and
more material shortage than the OECD average; and school
principals of disadvantaged schools more often reported staff
shortage than principals of advantaged schools
• Some 25% of students in Indonesia (OECD average: 26%)
reported that, in every or most language-of-instruction lessons,
their teacher has to wait a long time for students to quiet down.
• In Indonesia, 41% of students reported being bullied at least a
few times a month, compared to 23% on average across
OECD countries.
• Indonesian classes do seem to be well-disciplined and families
are supportive which PISA 2018 links with academic resilience
https://news.detik.com/berita/d-4809711/pisa-2018-41-siswa-
indonesia-korban-bullying-17-dilanda-
kesepian#Echobox=1575457505
But note it matters who reports it…
“Compared to principals in other PISA-participating
countries/economies, principals in Indonesia describe a
positive school learning environment, one in which student
truancy, a lack of respect between students and teachers,
students’ use of alcohol, bullying and teacher absenteeism
barely hinder student learning “
“Compared to principals in other school systems, principals
in Indonesia are more concerned about the quality and the
lack of material resources at their schools.”
TIMSS 2015
TIMSS 2015
• Indonesia did not participate in TIMSS 2019.
• In TIMSS 2015 only Grade 4.
• Girls scored 10 points higher.
• Benchmarks 0% advanced, 3% high, 20% intermediate,
50% low benchmark.
• Content domains: 397 average, 399 (407/392) Number,
394 (394/395) Geometric shapes and measures, 385
(392/378) Data display.
• Cognitive domains: 397 average, 395 (401/389) Knowing,
397 (403/392) Applying, 397 (400/394) Reasoning.
• Low on Home Resources for Learning.
• Relatively high percentage the student never speaks the
language of the test at home.
• Students had the highest sense of school belonging of all
participating countries.
• Students report that mathematics lessons are generally
engaging, they like mathematics, but are not as confident as
students in many other countries.
• Here too Indonesia scored relatively poorly on bullying.
• Very positive parental attitude towards mathematics and
science, and very positive perceptions of school performance.
• Instruction affected by mathematics resource shortages,
problems with school conditions and resources.
• Teacher job satisfaction is quite positive, not so many
challenges – but note this is self-report.
• Principals report the least school discipline problems of all
participating countries. Teachers report highest as safe and
orderly school.
THE CHALLENGES OF
INTERPRETING ILSA DATA
So what can ILSAs say?
Opportunities and challenges
• International data.
• Carefully constructed.
• Range of variables.
• Changes over time.
• We also have seen that some ILSAs complement each
other, either with different data or by reinforcing findings.
Challenges: problems of measurement
• What items in tests?
• What to look at?
• Approach has changed over time
• Differences in educational views
• Not longitudinal
There are quite a few careful critiques available.
Challenges: problems of context
• What is a year group?
• Different starting ages
• Different curricular emphases
• Importance of tests
• Different educational values?
Takes some time to understand the complex sampling
design of ILSAs.
https://doi.org/10.1177/27527263221109752
CONCLUSION
Conclusion
International comparisons can be useful, but one has to stay
vigilant and critical. Useful questions can be:
• What is the study about ?
• What type of study is it ?
• Who has participated in the study ?
• How does the media attention relate to the actual findings ?
• How have constructs been measured ?
• Are limitations reported ? Is there some ‘humility’ in the
conclusions ?
Thank you - Questions
• C.Bokhove@soton.ac.uk
• University of Southampton
• Twitter: @cbokhove
• Website: www.bokhove.net
Sampai jumpa

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CAN DATA FROM LARGESCALE ASSESSMENTS EVER BE USEFUL FOR MATHEMATICS EDUCATION

  • 1. CAN DATA FROM LARGESCALE ASSESSMENTS EVER BE USEFUL FOR MATHEMATICS EDUCATION? 18 September 2023 Dr Christian Bokhove Professor in Mathematics Education University of Southampton United Kingdom https://is.gd/aicmste_bokhove
  • 2. This presentation • Policy on International Large-scale Assessments (ILSAs). • Examples of ILSAs. • ILSAs about mathematics education • Indonesia in TIMSS 2015 grade 4 and PISA 2018 • The challenges of interpreting ILSA data • Wrapping up Selamat sore!
  • 3. POLICY INFLUENCE International Largescale Assessments (ILSAs) have a lot of influence on education policy.
  • 4. Stewart, W. (2016). Long read: Does Pisa really tell us anything useful about schools? https://www.tes.com/news/school-news/breaking-news/long-read-does-pisa-really-tell-us- anything-useful-about-schools
  • 5.
  • 7. But also proliferation of tests Is it an industry ? http://www.bbc.co.uk/news/business-42781376 https://www.tes.com/news/school-news/breaking-news/england-shunning-global-skills-test-because-pupils-are-not-ready-it
  • 8. “Most of the media coverage (41%) was concerned with the first frame, counts and comparisons, which analysed PISA data to provide ‘evidence’ that was then used to comparatively position Australia against other countries, reference societies, which do better, with particular emphasis on Finland and also Shanghai after the 2009 PISA. The other two frames dealt with criticisms and contextual issues.” Baroutsis, A., & Lingard, B. (2016). Counting and comparing school performance: an analysis of media coverage of PISA in Australia, 2000– 2014. Journal of Education Policy, 32(4), 432-449. Link.
  • 10. SOME ILSAS There are numerous influential ILSAs with many different emphases.
  • 11. But internationally two main ‘players’ • “The International Association for the Evaluation of Educational Achievement (IEA) is an independent, international cooperative of national research institutions and governmental research agencies. It conducts large- scale comparative studies of educational achievement and other aspects of education.” (e.g. TIMSS, PIRLS) • “The mission of the Organisation for Economic Co- operation and Development (OECD) is to promote policies that will improve the economic and social well- being of people around the world.” (e.g. PISA, TALIS) • Of course, also smaller projects, lots of involvement of academics.
  • 12. PIAAC “As part of its Programme for the International Assessment of Adult Competencies (PIAAC), the OECD collects and analyses data that assist governments in assessing, monitoring and analysing the level and distribution of skills among their adult populations as well as the utilisation of skills in different contexts.” • Literacy, Numeracy, Problem solving in technology-rich environments • Last one: 2013, second cycle taking place now. http://www.oecd.org/site/piaac/
  • 13. • Young adults in the UK scored the lowest on average of all age groups within the UK; • Young adults in the UK scored lower than the same age group in other participating OECD countries;
  • 14. Citizenship “The International Civic and Citizenship Education Study (ICCS) is the largest international study of civic and citizenship education in the world. The ICCS assessment addresses students’ civic knowledge, understanding, perceptions, attitudes, engagement, and behavior, while collecting information on students’ home background.” - 2016 study: http://iccs.iea.nl/home.html
  • 15. TALIS OECD’s Teaching and Learning International Survey Last version included primary schools and videos as well (released June 2019). http://www.oecd.org/education/talis/ https://talis2018.org.uk/ http://www.oecd.org/education/school/UK-TALIS-2013-national-report.pdf
  • 16. PISA “The Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students. To date, students representing more than 70 economies have participated in the assessment.” http://www.oecd.org/pisa/ OECD (2016), PISA 2015 Results (Volume II): Policies and Practices for Successful Schools, OECD Publishing, Paris. http://dx.doi.org/10.1787/9789264267510-en Hopfenbeck, T., Lenket, J., El Masri, Y., Cantrell, K., Ryan, J., & Baird, J-A. (2017). Lessons Learned from PISA: A Systematic Review of Peer- Reviewed Articles on the Programme for International Student Assessment. Scandinavian Journal of Educational Research. Link.
  • 17. PISA • OECD funded • 15-year olds • 2000: Literacy, 2003: Mathematics, 2006: Literacy, 2009: Science, 2012: Mathematics, 2015: science, 2018: reading • More countries than IEA studies • http://www.oecd.org/pisa/ But we need more independent analyses of these data!
  • 18. Trends in Mathematics and Science Study • IEA funded • Maths and Science grade 4 and 8 • 30+ countries • First TIMSS in 95, replicated three times, most recently 2019 • Political interest in results • http://timss.bc.edu/ • http://timss2015.org/ (Indonesia only participated in the primary school study) • https://timssandpirls.bc.edu/timss2019/ (Indonesia did not participate)
  • 19. Also large-scale qualitative studies Leung, F. K. S. (2005). Some characteristics of East Asian mathematics classrooms based on data from the TIMSS 1999 video study. Educational Studies in Mathematics, 60(2), 199-215. Link
  • 20. Other studies like the Learner’s Perspective Study and hopefully the new TALIS.
  • 21. INDONESIAN PERSPECTIVE I show some results from PISA 2018 and TIMSS 2015.
  • 22. PISA 2018 “However, these results must be seen in the context of the vast strides that Indonesia has made in increasing enrolment. In 2001, the PISA sample covered only 46% of 15-year-olds in Indonesia; in 2018,85% of 15-year-olds were covered.” https://www.oecd.org/pisa/publications/PISA2018_CN_IDN.pdf
  • 25. Equity related to SES • In Indonesia, socio-economically advantaged students outperformed disadvantaged students in reading by 52 score points in PISA 2018. This is smaller than the average difference between the two groups (89 score points) across OECD countries. In PISA 2009, the performance gap related to socio-economic status was 44 score points in Indonesia (and 87 score points on average across OECD countries). • Some 14% of disadvantaged students in Indonesia were able to score in the top quarter of reading performance within Indonesia, indicating that disadvantage is not destiny. On average across OECD countries, 11% of disadvantaged students scored amongst the highest performers in reading in their countries.
  • 26. Miscellaneous… • School principals in Indonesia reported more staff shortage and more material shortage than the OECD average; and school principals of disadvantaged schools more often reported staff shortage than principals of advantaged schools • Some 25% of students in Indonesia (OECD average: 26%) reported that, in every or most language-of-instruction lessons, their teacher has to wait a long time for students to quiet down. • In Indonesia, 41% of students reported being bullied at least a few times a month, compared to 23% on average across OECD countries. • Indonesian classes do seem to be well-disciplined and families are supportive which PISA 2018 links with academic resilience
  • 27.
  • 29. But note it matters who reports it… “Compared to principals in other PISA-participating countries/economies, principals in Indonesia describe a positive school learning environment, one in which student truancy, a lack of respect between students and teachers, students’ use of alcohol, bullying and teacher absenteeism barely hinder student learning “ “Compared to principals in other school systems, principals in Indonesia are more concerned about the quality and the lack of material resources at their schools.”
  • 30.
  • 32. TIMSS 2015 • Indonesia did not participate in TIMSS 2019. • In TIMSS 2015 only Grade 4. • Girls scored 10 points higher. • Benchmarks 0% advanced, 3% high, 20% intermediate, 50% low benchmark. • Content domains: 397 average, 399 (407/392) Number, 394 (394/395) Geometric shapes and measures, 385 (392/378) Data display. • Cognitive domains: 397 average, 395 (401/389) Knowing, 397 (403/392) Applying, 397 (400/394) Reasoning.
  • 33. • Low on Home Resources for Learning.
  • 34. • Relatively high percentage the student never speaks the language of the test at home. • Students had the highest sense of school belonging of all participating countries. • Students report that mathematics lessons are generally engaging, they like mathematics, but are not as confident as students in many other countries. • Here too Indonesia scored relatively poorly on bullying. • Very positive parental attitude towards mathematics and science, and very positive perceptions of school performance. • Instruction affected by mathematics resource shortages, problems with school conditions and resources. • Teacher job satisfaction is quite positive, not so many challenges – but note this is self-report. • Principals report the least school discipline problems of all participating countries. Teachers report highest as safe and orderly school.
  • 35. THE CHALLENGES OF INTERPRETING ILSA DATA So what can ILSAs say?
  • 36. Opportunities and challenges • International data. • Carefully constructed. • Range of variables. • Changes over time. • We also have seen that some ILSAs complement each other, either with different data or by reinforcing findings.
  • 37. Challenges: problems of measurement • What items in tests? • What to look at? • Approach has changed over time • Differences in educational views • Not longitudinal There are quite a few careful critiques available.
  • 38. Challenges: problems of context • What is a year group? • Different starting ages • Different curricular emphases • Importance of tests • Different educational values? Takes some time to understand the complex sampling design of ILSAs.
  • 41. Conclusion International comparisons can be useful, but one has to stay vigilant and critical. Useful questions can be: • What is the study about ? • What type of study is it ? • Who has participated in the study ? • How does the media attention relate to the actual findings ? • How have constructs been measured ? • Are limitations reported ? Is there some ‘humility’ in the conclusions ?
  • 42. Thank you - Questions • C.Bokhove@soton.ac.uk • University of Southampton • Twitter: @cbokhove • Website: www.bokhove.net Sampai jumpa