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David Didau 
ResearchED - 6th September 2014
How many research papers are 
published each year? 
• 28,000 – 90,000 
• So, why hasn’t research changed 
teaching? 
• Does research only tell us what was, not 
what might be?
What is education for? 
• Transmission of culture? 
• Making children clever? 
• Preparation for work? 
• Preparation for effective citizenship? 
• Preparation for life? 
• Challenging the establishment? 
• Education is “values saturated”
We’re all wrong! 
To err is human
If it looks like a duck…
The Illusion of Naïve Realism
The eyes see only what the 
brain is prepared to 
comprehend. 
Henri Bergson
The problem with intuition 
Our brains are not rational or logical; we 
protect ourselves from being wrong 
– Confirmation bias & the Backfire Effect 
– The Illusion of Asymmetric Insight 
–Sunk Cost Fallacy 
– The Anchoring Effect 
David McRaney, You Are Not So Smart
I can live with doubt and 
uncertainty and not knowing. I 
think it is much more interesting 
to live not knowing than to have 
answers that might be wrong. 
Richard Feynman
Darwin & the myth of progress 
The growth of our knowledge is the result of a 
process closely resembling what Darwin called 
‘natural selection’; that is, the natural selection 
of hypotheses: our knowledge consists, at 
every moment, of those hypotheses which have 
shown their (comparative) fitness by surviving 
so far in their struggle for existence; a 
competitive struggle which eliminates those 
hypotheses which are unfit. 
Karl Popper
What we think 
success looks like
What it actually 
looks like
When others disagree 
We assume: 
1. They are ignorant 
2. They are stupid 
3. They are evil.
The problem with evidence 
• It’s not the same as proof: 
– “You can prove anything with evidence!”
“You can prove anything with 
evidence!” 
• Effectiveness of leech therapy in chronic 
lateral epicondylitis: a randomized controlled 
trial (Pain 2011) 
• Maggot Therapy Takes Us Back to the Future 
of Wound Care: New and Improved Maggot 
Therapy for the 21st Century (Sherman 2009) 
• Laser drilling holes in components by 
combined percussion and trepan drilling 
(Emer 1998)
The problem with evidence 
• It’s not the same as proof: 
– “You can prove anything with evidence!” 
• Context is king 
– can we generalise? 
• What if it conflicts with our values?
Where’s the evidence! 
• Getting behaviour right should be schools’ 
top priority 
• Students should enjoy learning, but 
enjoyment should not be our aim 
• Everyone can be better at anything 
• Learning happens when you think hard 
• Any policy predicated on the belief or 
expectation that teachers can or should work 
harder will fail.
Correlation is not causation 
• How can we isolate the variables in 
classroom research? 
• If you look for a link, you’ll probably find 
it…
50,000 
45,000 
40,000 
35,000 
30,000 
25,000 
20,000 
15,000 
10,000 
5,000 
0 
Number of Pirates on the "High Seas" 
1800 1850 1900 1950 2000
15.8 
15.6 
15.4 
15.2 
15 
14.8 
14.6 
14.4 
Average Global Temperature °C 
1800 1850 1900 1950 2000
16 
15.8 
15.6 
15.4 
15.2 
15 
14.8 
14.6 
14.4 
Piracy reduces Global Warming 
0 5000 10000 15000 20000 25000 30000 35000 40000 45000 
Average Global Temperature ('C) 
Number of pirates active
9 
8 
7 
6 
5 
4 
3 
Litres of 100% Alcohol Per Capita (Adult) 
1830 1840 1850 1860 1870 1880 1890 1900
1.400 
1.200 
1.000 
0.800 
0.600 
0.400 
0.200 
0.000 
Number of Clergy (all demonination) per 1,000 population 
1830 1840 1850 1860 1870 1880 1890 1900
9.0 
8.0 
7.0 
6.0 
5.0 
4.0 
3.0 
Increasing the Clergy increases alcohol consumption 
0.000 0.200 0.400 0.600 0.800 1.000 1.200 1.400 
Alcohol Consumption (litres) 
Number of Clergy per 1,000 population
Where’s the evidence! 
The existence of the experimental 
method makes us think we have the 
means of solving the problems which 
trouble us; through problems and 
methods pass one another by. 
Wittgenstein
How People Learn (Donovan 2001) 
To develop competence in an area of inquiry, students 
must: 
a) have a deep foundational knowledge of factual 
knowledge, 
b) understand facts and ideas in the context of a 
conceptual framework, and 
c) organize knowledge in ways that facilitate retrieval 
and application 
• No amount of empirical research could ever 
demonstrate that these things are not connected!
Measurability 
• Do we look for what’s easy to measure 
rather than measuring what’s important? 
• What is the ‘unit of education’? 
• Can we really trust effect sizes?
So, what should we do in schools? 
• What the research says? 
• What we’ve always done? 
• What works for us? 
• What gets results? 
• Or, make predictions that are meaningful 
and measurable?
The power of prediction 
• Does a physicist have to examine all 
atoms to be able to make predictions 
about the behaviour of all atoms in all 
contexts? 
• Do we believe children are broadly similar 
or different? 
• Can we make generalisations about how 
we learn?
Bayes’ Theorem 
• P(A), the prior probability - the initial degree of belief in A. 
• P(A|B), the conditional probability - the degree of belief in A 
having accounted for B. 
• The quotient P(B|A)/P(B) represents the support B 
provides for A.
The burden of proof 
• How likely does a prediction seem? 
– Does it look like a duck? 
• “Good tests kill flawed theories; we remain 
alive to guess again.” 
– Is it falsifiable, replicable, controlled, large 
enough, published? 
• Always remember the bias blindspot!
Things which seem probable 
• The spacing effect 
• The testing effect 
• Cognitive load theory
“As learning occurs, so does 
forgetting…”
The spacing effect 
Hermann Ebbinghaus, 1885 
About 
90%?
The Testing Effect 
Which study pattern will result in the best 
test results? 
1. STUDY STUDY STUDY STUDY – TEST 
2. STUDY STUDY STUDY TEST – TEST 
3. STUDY STUDY TEST TEST – TEST 
4. STUDY TEST TEST TEST – TEST
Too much openness and you accept every 
notion, idea, and hypothesis — which is 
tantamount to knowing nothing. Too much 
skepticism — especially rejection of new 
ideas before they are adequately tested — 
and you’re not only unpleasantly grumpy, but 
also closed to the advance of science. A 
judicious mix is what we need. 
Carl Sagan
To get anywhere, or even live a 
long time, a man has to guess, 
and guess right, over and over 
again, without enough data for a 
logical answer. 
Robert A. Heinlein
Dubium sapientiae 
initium

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David Didau ResearchED

  • 1. David Didau ResearchED - 6th September 2014
  • 2. How many research papers are published each year? • 28,000 – 90,000 • So, why hasn’t research changed teaching? • Does research only tell us what was, not what might be?
  • 3. What is education for? • Transmission of culture? • Making children clever? • Preparation for work? • Preparation for effective citizenship? • Preparation for life? • Challenging the establishment? • Education is “values saturated”
  • 4. We’re all wrong! To err is human
  • 5. If it looks like a duck…
  • 6. The Illusion of Naïve Realism
  • 7. The eyes see only what the brain is prepared to comprehend. Henri Bergson
  • 8.
  • 9. The problem with intuition Our brains are not rational or logical; we protect ourselves from being wrong – Confirmation bias & the Backfire Effect – The Illusion of Asymmetric Insight –Sunk Cost Fallacy – The Anchoring Effect David McRaney, You Are Not So Smart
  • 10. I can live with doubt and uncertainty and not knowing. I think it is much more interesting to live not knowing than to have answers that might be wrong. Richard Feynman
  • 11.
  • 12. Darwin & the myth of progress The growth of our knowledge is the result of a process closely resembling what Darwin called ‘natural selection’; that is, the natural selection of hypotheses: our knowledge consists, at every moment, of those hypotheses which have shown their (comparative) fitness by surviving so far in their struggle for existence; a competitive struggle which eliminates those hypotheses which are unfit. Karl Popper
  • 13. What we think success looks like
  • 14. What it actually looks like
  • 15. When others disagree We assume: 1. They are ignorant 2. They are stupid 3. They are evil.
  • 16. The problem with evidence • It’s not the same as proof: – “You can prove anything with evidence!”
  • 17.
  • 18. “You can prove anything with evidence!” • Effectiveness of leech therapy in chronic lateral epicondylitis: a randomized controlled trial (Pain 2011) • Maggot Therapy Takes Us Back to the Future of Wound Care: New and Improved Maggot Therapy for the 21st Century (Sherman 2009) • Laser drilling holes in components by combined percussion and trepan drilling (Emer 1998)
  • 19. The problem with evidence • It’s not the same as proof: – “You can prove anything with evidence!” • Context is king – can we generalise? • What if it conflicts with our values?
  • 20. Where’s the evidence! • Getting behaviour right should be schools’ top priority • Students should enjoy learning, but enjoyment should not be our aim • Everyone can be better at anything • Learning happens when you think hard • Any policy predicated on the belief or expectation that teachers can or should work harder will fail.
  • 21. Correlation is not causation • How can we isolate the variables in classroom research? • If you look for a link, you’ll probably find it…
  • 22. 50,000 45,000 40,000 35,000 30,000 25,000 20,000 15,000 10,000 5,000 0 Number of Pirates on the "High Seas" 1800 1850 1900 1950 2000
  • 23. 15.8 15.6 15.4 15.2 15 14.8 14.6 14.4 Average Global Temperature °C 1800 1850 1900 1950 2000
  • 24. 16 15.8 15.6 15.4 15.2 15 14.8 14.6 14.4 Piracy reduces Global Warming 0 5000 10000 15000 20000 25000 30000 35000 40000 45000 Average Global Temperature ('C) Number of pirates active
  • 25. 9 8 7 6 5 4 3 Litres of 100% Alcohol Per Capita (Adult) 1830 1840 1850 1860 1870 1880 1890 1900
  • 26. 1.400 1.200 1.000 0.800 0.600 0.400 0.200 0.000 Number of Clergy (all demonination) per 1,000 population 1830 1840 1850 1860 1870 1880 1890 1900
  • 27. 9.0 8.0 7.0 6.0 5.0 4.0 3.0 Increasing the Clergy increases alcohol consumption 0.000 0.200 0.400 0.600 0.800 1.000 1.200 1.400 Alcohol Consumption (litres) Number of Clergy per 1,000 population
  • 28. Where’s the evidence! The existence of the experimental method makes us think we have the means of solving the problems which trouble us; through problems and methods pass one another by. Wittgenstein
  • 29. How People Learn (Donovan 2001) To develop competence in an area of inquiry, students must: a) have a deep foundational knowledge of factual knowledge, b) understand facts and ideas in the context of a conceptual framework, and c) organize knowledge in ways that facilitate retrieval and application • No amount of empirical research could ever demonstrate that these things are not connected!
  • 30. Measurability • Do we look for what’s easy to measure rather than measuring what’s important? • What is the ‘unit of education’? • Can we really trust effect sizes?
  • 31. So, what should we do in schools? • What the research says? • What we’ve always done? • What works for us? • What gets results? • Or, make predictions that are meaningful and measurable?
  • 32. The power of prediction • Does a physicist have to examine all atoms to be able to make predictions about the behaviour of all atoms in all contexts? • Do we believe children are broadly similar or different? • Can we make generalisations about how we learn?
  • 33. Bayes’ Theorem • P(A), the prior probability - the initial degree of belief in A. • P(A|B), the conditional probability - the degree of belief in A having accounted for B. • The quotient P(B|A)/P(B) represents the support B provides for A.
  • 34. The burden of proof • How likely does a prediction seem? – Does it look like a duck? • “Good tests kill flawed theories; we remain alive to guess again.” – Is it falsifiable, replicable, controlled, large enough, published? • Always remember the bias blindspot!
  • 35. Things which seem probable • The spacing effect • The testing effect • Cognitive load theory
  • 36. “As learning occurs, so does forgetting…”
  • 37. The spacing effect Hermann Ebbinghaus, 1885 About 90%?
  • 38. The Testing Effect Which study pattern will result in the best test results? 1. STUDY STUDY STUDY STUDY – TEST 2. STUDY STUDY STUDY TEST – TEST 3. STUDY STUDY TEST TEST – TEST 4. STUDY TEST TEST TEST – TEST
  • 39. Too much openness and you accept every notion, idea, and hypothesis — which is tantamount to knowing nothing. Too much skepticism — especially rejection of new ideas before they are adequately tested — and you’re not only unpleasantly grumpy, but also closed to the advance of science. A judicious mix is what we need. Carl Sagan
  • 40. To get anywhere, or even live a long time, a man has to guess, and guess right, over and over again, without enough data for a logical answer. Robert A. Heinlein

Editor's Notes

  1. Prog vs trad