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Six things you need to know about East
Asian PISA success…..
Dr. John Jerrim
UCL Institute of Education
Context: PISA 2012 (mathematics)
Note:
Dashed lines represent
number of years of
schooling behind Shanghai
East Asian economies between
two and three years of
schooling ahead of the
West…..
Context: PISA 2012 (mathematics)
Note:
Dashed lines represent
number of years of
schooling behind Shanghai
Media reaction
OECD (Andreas S.): ‘What Asian schools can teach the rest of the world’
BBC: Pisa tests: UK stagnates as Shanghai tops league table
The Economist: Diligent Asia, indolent West
TIME: China is Cheating the World Student Rankings System
Policy reaction in England
Ministers
‘This represents a real
opportunity for us to see at
first hand the teaching
methods that have enabled
their young people to
achieve so well in maths’
Why?
Teaching
methods?
Intelligence?
“Tiger
mums”?
Teacher
quality?
Value
education
highly?
Cheating?
Private
tuition?
Maths
curriculum?
The real answer? We don’t know!
• Answering ‘why’ = Very hard!
• But we can scrutinise data to try and get closer to the answer…
• Today = I am going to give you what I think are the key points
based upon my work and wider literature….
Evidence based!!!
The topics I will cover…..
1. Is this really news?
2. Would China’s results differ if regions other than Shanghai be included?
3. Is this about East Asian schooling systems? Or East Asian culture?
4. Shanghai as the ‘world’s best schooling system’. But how much progress
do pupils really make?
5. Is it because East Asian children are simply ‘more intelligent’?
6. Do East Asian children really suffer negative consequences?
1. Is East Asian dominance of such ‘rankings’
really news?
SIMS (1981) vs TIMSS (2011)
Has that much changed over the last 25-30 years?
East Asian (e.g. Japan / Hong Kong) countries at top of the
maths rankings
England around the international average
Sweden does surprisingly poorly
Cross-country correlation
All countries = 0.72
Thailand excluded (outlier) = 0.66
IS
JP
BE
FI
EN
SC
NL
US
SE
HU
HK
NZ
TH
450500550600
2011(TIMSS)
35 40 45 50 55 60 65
1981 (SIMS)
FIMS (1964) vs TIMSS (2011)
Has that much changed over the last 50 years?
East Asian (e.g. Japan) countries at top of the maths rankings
England around the international average
Sweden does surprisingly poorly
Cross-country correlation
All countries = 0.40
Israel excluded (outlier) = 0.78
IS
JP
BE
FI
EN
SC
NL
AU
US
SE
450500550600
2011(TIMSS)
15 20 25 30 35
1964 (FIMS)
2. Would China’s results be different if provinces other
than Shanghai took part?
The issue….
•12 Chinese provinces took part in PISA 2009…..
•Only results for Shanghai (‘top performer’) were released….
•Led to accusations of China cheating in PISA
•People question how well China would do if entered as a whole country
The following slides may give you some idea……
Mathematics (PISA 2009)
Score
Shanghai 600
Zhejiang 598
"China" 550
UK 492
Spain 483
“China” = 12 province average
Source: https://translate.google.co.uk/translate?hl=en&sl=zh-
CN&u=http://www.anhuinews.com/zhuyeguanli/system/2011/01/11/003654070.shtml&prev=search
Science (PISA 2009)
“China” = 12 province average
Source: https://translate.google.co.uk/translate?hl=en&sl=zh-
CN&u=http://www.anhuinews.com/zhuyeguanli/system/2011/01/11/003654070.shtml&prev=search
Score
Shanghai 575
Zhejiang 567
"China" 524
UK 514
Spain 488
Reading (PISA 2009)
“China” = 12 province average
Source: https://translate.google.co.uk/translate?hl=en&sl=zh-
CN&u=http://www.anhuinews.com/zhuyeguanli/system/2011/01/11/003654070.shtml&prev=search
Score
Shanghai 556
Zhejiang 525
"China" 486
UK 494
Spain 481
Summary
“China” = 12 province average
Source: https://translate.google.co.uk/translate?hl=en&sl=zh-
CN&u=http://www.anhuinews.com/zhuyeguanli/system/2011/01/11/003654070.shtml&prev=search
Maths Science Reading
Shanghai score 600 575 556
China score 550 524 486
Shanghai 'rank' 1st 1st 1st
China 'rank' 4th 11th 30th
3. Is East Asian ‘success’ about schooling systems?
Or East Asian culture?
Second generation immigrants
Definition
•Children who are born and raised in a Western country (e.g. Australia)……
•……but whose parents are from East Asia
Intuition
•They have been exposed to Western educational system (e.g. schools)…..
•…..but also to East Asian ‘culture’ (through their parents)
How does this group of children do in PISA?
PISA scores: East versus West countries
PISA scores of East Asian immigrants in Western countries
East Asian immigrants in Australia: descriptive
East Asian immigrants in Australia
Implications
•Even when children of Eastern and Western heritage are exposed to the same
schooling system……
•……their PISA test scores differ significantly
•Suggests PISA rankings more about culture than schools?
•No silver bullets for educational policy?
•Need sweeping change in society to education / parenting for PISA scores in
Western countries to match those in the East?
4. Shanghai as the ‘world’s best schooling system’.
But how much progress do pupils really make?
The issue….
•PISA rankings often interpreted in terms of school / school system quality...
• Andreas S: ‘What Asian schools can teach the rest of the world’
•Can PISA really tell us this?
•Minimum: how much do children progress during time at school?
Wide spread use of ‘value-added’ measures to judge school quality
•PISA does not typically do this!
The intuition….
Spain Start End
Shanghai Start End
‘Start’ = Maths ability when child enters school
‘End’ = Maths ability when child leaves school
Children in Spain still behind Shanghai when they leave school……
….but they have reduced the achievement gap compared to school entry
They have made more progress during time in school…….
….suggesting Spanish schools may be better than those in Shanghai!
Issue: ‘Value added’ measures don’t exist in PISA
•But, for some countries, we can get a proxy, for some economies.......
…..including Shanghai!
•Relies on fact PISA samples children from multiple school grades
• ‘Fuzzy’ Regression Discontinuity Design (RDD)…
•Gives an estimate of how much progress children make over one school
year…..
RDD intuition
Impact of one additional year of
schooling upon children’s PISA
test scores = 40 points
RDD results for Shanghai
Actually very little going on
around the discontinuity in
Shanghai……
RDD results for Chinese Taipei
Actually very little going on
around the discontinuity in
Shanghai……
Summary of results
Key Implication
Children in Shanghai and Chinese Taipei actually make very little progress in
secondary school………
….at least between grade 9 and grade 10
PISA points progress made over one
academic year
Shanghai Chinese Taipei
Reading 2.9 0.8
Mathematics 1.2 0.9
Science -3.1 -2.0
Other evidence on progress from PISA / TIMSS
Source
Jerrim and Choi (2014)
5. Is it because East Asian children are simply ‘more
intelligent’?
The issue……
•Is (highly) controversial!!
•Basic premise: East Asian children are simply just smarter than other groups
•They are more intelligent than other groups, so their high PISA scores
(particularly in mathematics) should simply be expected…….
•Vulgar to even say this aloud some people…..
•…..others things it is simply obvious
•NOT just internet nutcases (though there are a lot of those)…..
•…There are serious (published) academic articles on this also……
Emails I have received from people……
“I'm a member of the British public who has watched with interest today the
articles on your recent report and your interview.
The one angle I have not heard mentioned is that IQ levels vary considerably
between the races and many researchers believe these differences have a
significant genetic element. To be truly scientific we should consider all
possibilities.
Policy and cultural forces of course should be part of the overall analysis, but I
do not think it is unbiased to ignore a possible biological influence which could
at least be a part of the mix and by ignoring it the study is not truly
comprehensive.”
PISA scores versus ‘intelligence’ tests (IQ)
Source
Lynn and Meisenberg (2010).
Journal = Intelligence.
Impact factor > 3
Correlation = 0.9.
Countries with high PISA scores have
the highest IQ......
Notes: Asian countries in red
Lets try to look in
•Like I said – controversial!
•But lets think about the argument some more anyway……
What I am going to do……
•Look again at the second-generation East Asian immigrants in Australia….
•Account for the argument that they may be “more intelligent”……
•Do we still see East Asian child doing much better in school achievement?
•If so, strong evidence East Asian children’s high achievement (e.g. PISA
scores) more than due to just differences in IQ……
Measure of ‘fluid intelligence’……
• ‘The natural ability to solve
problems, reason and remember’
• Relatively uninfluenced by
experience…..
• ‘is probably primarily determined
by biological or genetic factors’
Source: Naime (2006). Psychology.
East Asian v native maths achievement gap at 8/9
Key points
1.Controlling for differences in
‘fluid intelligence’ only reduces
Australian native vs East Asian
gap by one third.
2.Large, statistically significant
difference remains (0.4 standard
deviations)
3.East Asian immigrants to
Australia seem to make more
progress than natives as well…..
Key implication
Even if you buy the argument that East Asian children are of
higher intelligence than Western children…….
….it does not really explain that much of the difference in
their academic achievement test scores!!
6. Do East Asian children really suffer
negative consequences?
The issue……
CBS news
Children of ‘tiger parents’ develop more aggression and depression
Living science
‘Tiger parenting tough on kids’
BBC
The relentless pressure means Korea ... has one of the highest suicide rates of OECD
countries
Deutsch29
‘South Korea, Its High PISA Scores, and Its Suicide App’
Aljazeera
‘South Korean students wracked with stress’
But what does the evidence actually tell us???
PISA 2012: Child gets ‘very tense’ about maths homework
PISA 2012: Child worried will get poor grades….
Behavioural problems (Australia)
Inconclusive!
Answer depends on
whether you ask
parents or teachers…
Native EA immigrant
Normal 86% 78%
Boarder line 7% 14%
Abnormal 7% 8%
Parent report
Native EA immigrant
Normal 82% 92%
Boarder line 9% 6%
Abnormal 9% 2%
Teacher report
% of Australian teenagers who are unhappy in their
life
Figures refer to the
percent of 16/17 year
olds who are unhappy
at given aspect of their
life….
Not a huge amount of
difference…..
Native
East Asian
immigrant
School / work 8% 7%
Career prospects 8% 14%
Independence 5% 3%
Social life 3% 1%
Their future 3% 5%
Life at home 3% 2%
What do in spare time 2% 6%
Life as a whole 2% 3%
Get on with people 1% 1%
Conclusions
Six key take home messages
Six key take home messages
1. East Asian high educational achievement is not news!
2. ‘China’ unlikely to do as well as ‘Shanghai’ in PISA……
…….though probably still does pretty well (particularly maths)
3. East Asian culture clearly plays an important role
4. PISA scores ≠ quality of schooling system (little progress made in
Shanghai..)
5. Its not all (or even mainly) about differences in ‘intelligence’…….

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Prof. John Jerrim: ¿Por qué son los niños chinos tan inteligentes?

  • 1. Six things you need to know about East Asian PISA success….. Dr. John Jerrim UCL Institute of Education
  • 2. Context: PISA 2012 (mathematics) Note: Dashed lines represent number of years of schooling behind Shanghai East Asian economies between two and three years of schooling ahead of the West…..
  • 3. Context: PISA 2012 (mathematics) Note: Dashed lines represent number of years of schooling behind Shanghai
  • 4. Media reaction OECD (Andreas S.): ‘What Asian schools can teach the rest of the world’ BBC: Pisa tests: UK stagnates as Shanghai tops league table The Economist: Diligent Asia, indolent West TIME: China is Cheating the World Student Rankings System
  • 5. Policy reaction in England Ministers ‘This represents a real opportunity for us to see at first hand the teaching methods that have enabled their young people to achieve so well in maths’
  • 7. The real answer? We don’t know! • Answering ‘why’ = Very hard! • But we can scrutinise data to try and get closer to the answer… • Today = I am going to give you what I think are the key points based upon my work and wider literature…. Evidence based!!!
  • 8. The topics I will cover….. 1. Is this really news? 2. Would China’s results differ if regions other than Shanghai be included? 3. Is this about East Asian schooling systems? Or East Asian culture? 4. Shanghai as the ‘world’s best schooling system’. But how much progress do pupils really make? 5. Is it because East Asian children are simply ‘more intelligent’? 6. Do East Asian children really suffer negative consequences?
  • 9. 1. Is East Asian dominance of such ‘rankings’ really news?
  • 10. SIMS (1981) vs TIMSS (2011) Has that much changed over the last 25-30 years? East Asian (e.g. Japan / Hong Kong) countries at top of the maths rankings England around the international average Sweden does surprisingly poorly Cross-country correlation All countries = 0.72 Thailand excluded (outlier) = 0.66 IS JP BE FI EN SC NL US SE HU HK NZ TH 450500550600 2011(TIMSS) 35 40 45 50 55 60 65 1981 (SIMS)
  • 11. FIMS (1964) vs TIMSS (2011) Has that much changed over the last 50 years? East Asian (e.g. Japan) countries at top of the maths rankings England around the international average Sweden does surprisingly poorly Cross-country correlation All countries = 0.40 Israel excluded (outlier) = 0.78 IS JP BE FI EN SC NL AU US SE 450500550600 2011(TIMSS) 15 20 25 30 35 1964 (FIMS)
  • 12. 2. Would China’s results be different if provinces other than Shanghai took part?
  • 13. The issue…. •12 Chinese provinces took part in PISA 2009….. •Only results for Shanghai (‘top performer’) were released…. •Led to accusations of China cheating in PISA •People question how well China would do if entered as a whole country The following slides may give you some idea……
  • 14. Mathematics (PISA 2009) Score Shanghai 600 Zhejiang 598 "China" 550 UK 492 Spain 483 “China” = 12 province average Source: https://translate.google.co.uk/translate?hl=en&sl=zh- CN&u=http://www.anhuinews.com/zhuyeguanli/system/2011/01/11/003654070.shtml&prev=search
  • 15. Science (PISA 2009) “China” = 12 province average Source: https://translate.google.co.uk/translate?hl=en&sl=zh- CN&u=http://www.anhuinews.com/zhuyeguanli/system/2011/01/11/003654070.shtml&prev=search Score Shanghai 575 Zhejiang 567 "China" 524 UK 514 Spain 488
  • 16. Reading (PISA 2009) “China” = 12 province average Source: https://translate.google.co.uk/translate?hl=en&sl=zh- CN&u=http://www.anhuinews.com/zhuyeguanli/system/2011/01/11/003654070.shtml&prev=search Score Shanghai 556 Zhejiang 525 "China" 486 UK 494 Spain 481
  • 17. Summary “China” = 12 province average Source: https://translate.google.co.uk/translate?hl=en&sl=zh- CN&u=http://www.anhuinews.com/zhuyeguanli/system/2011/01/11/003654070.shtml&prev=search Maths Science Reading Shanghai score 600 575 556 China score 550 524 486 Shanghai 'rank' 1st 1st 1st China 'rank' 4th 11th 30th
  • 18. 3. Is East Asian ‘success’ about schooling systems? Or East Asian culture?
  • 19. Second generation immigrants Definition •Children who are born and raised in a Western country (e.g. Australia)…… •……but whose parents are from East Asia Intuition •They have been exposed to Western educational system (e.g. schools)….. •…..but also to East Asian ‘culture’ (through their parents) How does this group of children do in PISA?
  • 20. PISA scores: East versus West countries
  • 21. PISA scores of East Asian immigrants in Western countries
  • 22. East Asian immigrants in Australia: descriptive
  • 23. East Asian immigrants in Australia
  • 24. Implications •Even when children of Eastern and Western heritage are exposed to the same schooling system…… •……their PISA test scores differ significantly •Suggests PISA rankings more about culture than schools? •No silver bullets for educational policy? •Need sweeping change in society to education / parenting for PISA scores in Western countries to match those in the East?
  • 25. 4. Shanghai as the ‘world’s best schooling system’. But how much progress do pupils really make?
  • 26. The issue…. •PISA rankings often interpreted in terms of school / school system quality... • Andreas S: ‘What Asian schools can teach the rest of the world’ •Can PISA really tell us this? •Minimum: how much do children progress during time at school? Wide spread use of ‘value-added’ measures to judge school quality •PISA does not typically do this!
  • 27. The intuition…. Spain Start End Shanghai Start End ‘Start’ = Maths ability when child enters school ‘End’ = Maths ability when child leaves school Children in Spain still behind Shanghai when they leave school…… ….but they have reduced the achievement gap compared to school entry They have made more progress during time in school……. ….suggesting Spanish schools may be better than those in Shanghai!
  • 28. Issue: ‘Value added’ measures don’t exist in PISA •But, for some countries, we can get a proxy, for some economies....... …..including Shanghai! •Relies on fact PISA samples children from multiple school grades • ‘Fuzzy’ Regression Discontinuity Design (RDD)… •Gives an estimate of how much progress children make over one school year…..
  • 29. RDD intuition Impact of one additional year of schooling upon children’s PISA test scores = 40 points
  • 30. RDD results for Shanghai Actually very little going on around the discontinuity in Shanghai……
  • 31. RDD results for Chinese Taipei Actually very little going on around the discontinuity in Shanghai……
  • 32. Summary of results Key Implication Children in Shanghai and Chinese Taipei actually make very little progress in secondary school……… ….at least between grade 9 and grade 10 PISA points progress made over one academic year Shanghai Chinese Taipei Reading 2.9 0.8 Mathematics 1.2 0.9 Science -3.1 -2.0
  • 33. Other evidence on progress from PISA / TIMSS Source Jerrim and Choi (2014)
  • 34. 5. Is it because East Asian children are simply ‘more intelligent’?
  • 35. The issue…… •Is (highly) controversial!! •Basic premise: East Asian children are simply just smarter than other groups •They are more intelligent than other groups, so their high PISA scores (particularly in mathematics) should simply be expected……. •Vulgar to even say this aloud some people….. •…..others things it is simply obvious •NOT just internet nutcases (though there are a lot of those)….. •…There are serious (published) academic articles on this also……
  • 36. Emails I have received from people…… “I'm a member of the British public who has watched with interest today the articles on your recent report and your interview. The one angle I have not heard mentioned is that IQ levels vary considerably between the races and many researchers believe these differences have a significant genetic element. To be truly scientific we should consider all possibilities. Policy and cultural forces of course should be part of the overall analysis, but I do not think it is unbiased to ignore a possible biological influence which could at least be a part of the mix and by ignoring it the study is not truly comprehensive.”
  • 37. PISA scores versus ‘intelligence’ tests (IQ) Source Lynn and Meisenberg (2010). Journal = Intelligence. Impact factor > 3 Correlation = 0.9. Countries with high PISA scores have the highest IQ...... Notes: Asian countries in red
  • 38. Lets try to look in •Like I said – controversial! •But lets think about the argument some more anyway…… What I am going to do…… •Look again at the second-generation East Asian immigrants in Australia…. •Account for the argument that they may be “more intelligent”…… •Do we still see East Asian child doing much better in school achievement? •If so, strong evidence East Asian children’s high achievement (e.g. PISA scores) more than due to just differences in IQ……
  • 39. Measure of ‘fluid intelligence’…… • ‘The natural ability to solve problems, reason and remember’ • Relatively uninfluenced by experience….. • ‘is probably primarily determined by biological or genetic factors’ Source: Naime (2006). Psychology.
  • 40. East Asian v native maths achievement gap at 8/9 Key points 1.Controlling for differences in ‘fluid intelligence’ only reduces Australian native vs East Asian gap by one third. 2.Large, statistically significant difference remains (0.4 standard deviations) 3.East Asian immigrants to Australia seem to make more progress than natives as well…..
  • 41. Key implication Even if you buy the argument that East Asian children are of higher intelligence than Western children……. ….it does not really explain that much of the difference in their academic achievement test scores!!
  • 42. 6. Do East Asian children really suffer negative consequences?
  • 43. The issue…… CBS news Children of ‘tiger parents’ develop more aggression and depression Living science ‘Tiger parenting tough on kids’ BBC The relentless pressure means Korea ... has one of the highest suicide rates of OECD countries Deutsch29 ‘South Korea, Its High PISA Scores, and Its Suicide App’ Aljazeera ‘South Korean students wracked with stress’ But what does the evidence actually tell us???
  • 44. PISA 2012: Child gets ‘very tense’ about maths homework
  • 45. PISA 2012: Child worried will get poor grades….
  • 46. Behavioural problems (Australia) Inconclusive! Answer depends on whether you ask parents or teachers… Native EA immigrant Normal 86% 78% Boarder line 7% 14% Abnormal 7% 8% Parent report Native EA immigrant Normal 82% 92% Boarder line 9% 6% Abnormal 9% 2% Teacher report
  • 47. % of Australian teenagers who are unhappy in their life Figures refer to the percent of 16/17 year olds who are unhappy at given aspect of their life…. Not a huge amount of difference….. Native East Asian immigrant School / work 8% 7% Career prospects 8% 14% Independence 5% 3% Social life 3% 1% Their future 3% 5% Life at home 3% 2% What do in spare time 2% 6% Life as a whole 2% 3% Get on with people 1% 1%
  • 48. Conclusions Six key take home messages
  • 49. Six key take home messages 1. East Asian high educational achievement is not news! 2. ‘China’ unlikely to do as well as ‘Shanghai’ in PISA…… …….though probably still does pretty well (particularly maths) 3. East Asian culture clearly plays an important role 4. PISA scores ≠ quality of schooling system (little progress made in Shanghai..) 5. Its not all (or even mainly) about differences in ‘intelligence’…….

Editor's Notes

  1. Note: TIMSS data from 2011 or closest available year (2007 or 2003)
  2. Note: TIMSS data from 2011 or closest available year (2007 or 2003)
  3. Source: https://translate.google.co.uk/translate?hl=en&sl=zh-CN&u=http://www.anhuinews.com/zhuyeguanli/system/2011/01/11/003654070.shtml&prev=search
  4. Source: https://translate.google.co.uk/translate?hl=en&sl=zh-CN&u=http://www.anhuinews.com/zhuyeguanli/system/2011/01/11/003654070.shtml&prev=search
  5. Source: https://translate.google.co.uk/translate?hl=en&sl=zh-CN&u=http://www.anhuinews.com/zhuyeguanli/system/2011/01/11/003654070.shtml&prev=search
  6. Source: https://translate.google.co.uk/translate?hl=en&sl=zh-CN&u=http://www.anhuinews.com/zhuyeguanli/system/2011/01/11/003654070.shtml&prev=search
  7. My calculations PISA 2012 only (no 2009 data included)
  8. My calculations PISA 2012 only (no 2009 data included)
  9. Based on Andy Mac analysis. PISA 2009 and 2012 combined.
  10. https://books.google.co.uk/books?id=qY4FAAAAQBAJ&pg=PA332&lpg=PA332&dq=fluid+intelligence+natural+ability&source=bl&ots=6SqmTk33o5&sig=NbkyNWfzjGJxdtIz_m8jHffefc8&hl=en&sa=X&ved=0CDkQ6AEwBGoVChMIj-zp4c6CyAIVhIkaCh13Ngap#v=onepage&q=fluid%20intelligence%20natural%20ability&f=false
  11. My calculations LSAC
  12. http://www.livescience.com/18023-tiger-parenting-tough-kids.html https://deutsch29.wordpress.com/2015/05/28/south-korea-its-high-pisa-scores-and-its-suicide-app/ https://www.google.co.uk/#q=PISA+Asia+suicide&start=10
  13. Part of PISA anxiety scale…… My calculations PISA 2012
  14. My calculations PISA 2012
  15. Based upon SDQ. My calculations LSAC.
  16. May calculations LSAY