Much like doctors should be knowledgeable about the most up-to-date methods of treating patients. Teachers should know the empirical evidence on the best teaching methods. They need to be social scientists!
2. WARM-UP: DISCIPLINE ABUSE
Can you think of a time when you were frustrated
by misconceptions or misunderstandings of your
field of expertise in the world at large?
“The perception that it is okay to be bad at math
frustrates me. When talking to people and telling
them I teach math, I usually get the response "I
was always bad at math." It seems that our
society is okay with people not being good at
math, but it holds a different standard then
reading or writing.”
3. DISCIPLINE VS. CAREER
3
Dunning-Kreuger effect:
• Expertise in a discipline probably makes us
underestimate our knowledge/skill.
• A lack of expertise in teaching probably makes us
overestimate our knowledge/skill.
Teaching is a fundamentally social activity,
regardless of topic or academic discipline.
5. STEALING FOR SUCCESS
5
A sheepish statement from a colleague:
“I’ve borrowed ideas and techniques from my
own teachers and from colleagues. Of course, I
always change them a bit to make them my
own.”
Have you “stolen” teaching ideas from
colleagues?
6. PLEASE STEAL THIS IDEA!
6
Are there fields in which “stealing” ideas is
acceptable? Encouraged? Required?
Practical skills: Electrician, “How To” videos
Safety concerns: Where do you store poisons?
Medicine: Ask your doctor, “Where do your
methods and ideas about treating my condition
come from?”
I want a scholarly doctor:
Aware of the best, most up-to-date research on
how to treat my condition .
8. ADOPTION “RUBRIC”
8
How compatible is it with my
teaching style?
High ↔ Medium ↔ Low
Does it addresses an area I
feel is currently lacking?
Yes! ↔ Somewhat ↔ No
How broad is the empirical
evidence of effectiveness?
Broad ↔ Moderate ↔ Preliminary
□ None/Not addressed
Is the effect size/likely impact
known?
Large ↔ Moderate ↔ Small
□ Not known/addressed
How much additional prep
(compared to a new prep)?
_______% (of a new prep)
How much class time? _______% of class time
9. EVIDENCE-ORIENTED PARTS
9
How broad is the empirical
evidence of effectiveness?
Broad ↔ Moderate ↔ Preliminary
□ None/Not addressed
Is the effect size/likely impact
known?
Large ↔ Moderate ↔ Small
□ Not known/addressed
Ideal: Well-controlled comparisons with data analysis
Preliminary: Case studies or anecdotal descriptions
Effect size: 0.2 = Small, 0.5 = Medium, 0.8 = Large
Or… some sense of how big a difference to expect.
11. 2% 10% 13% 38% 37%
0%
10%
20%
30%
40%
50%
60%
0-20% 20-40% 40-60% 60-80% 80-100%
Consider a typical day in a typical (college) class.
What fraction of class time is spent on lecture-
based delivery of content?
Previous anonymous poll results (compiled):
N = 82
12. CHANGING THE CLASSROOM
12
Are you best lecturer in the world on the topics
you teach?
Does the best lecturer in the world have a
YouTube channel?
In the 21st-century, how should students spend
their 15 hours per credit with you?
13. 29%
31%
20%
14%
5%
0%
10%
20%
30%
40%
50%
60%
0-20% 20-40% 40-60% 60-80% 80-100%
Consider a typical day in a typical (college) class.
What fraction of students did their preparatory
work before coming to class?
Previous anonymous poll results (compiled):
N = 232
14. CHANGING OUR PREPARATION
14
How do we “make room” for an active-
engagement classroom?
Shift appropriate parts of teaching & learning
outside of the classroom:
• Student preparation is a “low hanging fruit”
that enhances everything else.
• Instructors prepare by learning what our
students already think about the subject.
15. PRE-CLASS WORK
15
Evidence:
Sappington (1998):
Students who did well on a surprise reading
assessment “scored significantly better than the
Zero or Fail groups.” Effect size was 0.25.
Marrs (2003):
Students showed an average normalized gain of
∼52% on test questions reinforced by either
Warm Up questions or Cooperative Learning
(~60% if reinforced by both!).
16. HOW DO PEOPLE LIKE TO LEARN
16
Do we ever enjoy learning?
Possible candidates:
17. COMMON ELEMENTS?
17
Feedback is (nearly) instantaneous
Failure is expected (desired?)
The cost of failure is very low
Mastery requires iterative learning
Contrast this with a typical feedback loop in the
classroom…
18. “MANY CHANCES TO FAIL”
18
A line adopted from business:
“Fail early, fail often, fail well…”
Grounded in constructivist learning theory:
• Constructing new ideas often requires facing the
failure of previous ideas.
• Confusion and conflict make clear the need to
build functional ideas in place of those that failed.
19. ITERATIVE LEARNING LOOPS
19
On a given topic…
Before class: Engage with Just-in-Time Teaching
“warm-up” questions that enforce
reading & require thought
During class: Respond (digitally) to difficult
questions, peer discussions
After class: Online homework with immediate
feedback and low(ish) stakes.
Perhaps 10-20 chances to test their understanding
before they encounter a high-stakes exam.
20. COMBINED IMPACT
20
Deslauriers, et al. (2011):
Novice teachers with evidence-based teaching
techniques more than doubles student learning,
compared to an experienced and highly-rated
traditional instructor. Effect size of 2.5!
“[…] other science and engineering classroom
studies report effect sizes less than 1.0. An effect
size of 2, obtained with trained personal tutors, is
claimed to be the largest observed for any
educational intervention.”
21. WARM-UP: BIGGEST “TAKE AWAY”
Freeman, et al., 2014: “Active learning increases
student performance in science, engineering, and
mathematics”
Meta-analysis of studies on “active learning” vs
“traditional lecture.” Included 225 studies that
reported on exam scores an failure rates in STEM
courses.
22. WARM-UP: BIGGEST “TAKE AWAY”
What was the biggest "take away" idea that you
got from the article?
“Students need to have opportunities to be active
learners in any type of class, including STEM
courses where the convention is to lecture.”
“That students learn better kinesthetically; they
learn better when they do the work of learning.”
23. ASIDE: LEARNING STYLES
“I think that many teachers teach in a way that
makes sense to them, according to their learning
style […]”
Best current evidence: Learning styles don’t exist
References:
• “The Myth of Learning Styles”
by Cedar Riener and Daniel Willingham
• YouTube: Learning Styles Don’t Exist
• Scholarly review: “Learning styles: Concepts
and evidence”, Pashler et al, 2008
24. WARM-UP: BIGGEST “TAKE AWAY”
Freeman, et al., 2014: “Active learning increases
student performance in science, engineering, and
mathematics”
One finding: The odds ratio for failing under
traditional lecture was 1.95 (translates to a 50%
higher chance of failing).
In medical trials, “a recent analysis of 143
randomized controlled medical trials that were
stopped for benefit found that they had a median
relative risk of 0.52, with a range of 0.22 to 0.66
(15).”
25. Your Summary
25
For yourself… or to share?
What nugget(s) from this talk do you want to
keep in mind in a month or a year?
Email: jeff.loats@gmail.com
Twitter: @JeffLoats
Slides: www.slideshare.net/JeffLoats
26. References
26
Dunning–Kruger effect: http://en.wikipedia.org/wiki/Dunning%E2%80%93Kruger_effect
Louis Deslauriers, Ellen Schelew and Carl Wieman (2011). Improved Learning in a Large-
Enrollment Physics Class. Science, Vol. 332 no. 6031 pp. 862-864 DOI:
10.1126/science.1201783
Sappington, J., Kinsey, K., & Munsayac, K. (2002). Two Studies of Reading Compliance
Among College Students. Teaching of Psychology , 29 (4), 272-274.
Marrs, K.A. (2003). Just in Time Teaching enhances cognitive gains in biology. J. Coll. Sci.
Teach.
Notes de l'éditeur
Does the contractor who does work on your home cite her sources?
Huge parts of the internet are dedicated to sharing ideas about “How Do I…” or “The Best Way to…”
TRANSITION: Lets talk about how scholarly teaching can guide what you do at a conference like this one
Is this bad? I don’t know! But given what we know about the relative value of lecture it certainly worries me. Is how you spend your class time grounded in evidence?
Jeff’s results: Depending on the class 60-80% of my students do their WarmUps, self-reporting that they spend ~40 minutes reading/responding (very consistent average)
Average = 37%
Total participants 232
Faculty 175
Administrators
Higher Ed IT 32
Students 25
TRANSITION!!!
TRANSITION: I’m going to use my own classes as an example of how this can work… all from an evidence-based perspective
Quote from Deslauriers: “The standard deviation calculated for both sections was about 13%, giving an effect size for the difference between the two sections of 2.5 standard deviations. As reviewed in (4), other science and engineering classroom studies report effect sizes less than 1.0. An effect size of 2, obtained with trained personal tutors, is claimed to be the largest observed for any educational intervention (16).”
From video:
~90% of students believe it
It is close to something that IS right
Confirmation bias!