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Subject:

Do Limitations of Working Memory Make "Direct Instruction" Effective or Ineffective?

From:

Richard Hake <[log in to unmask]>

Reply-To:

Problem Based Learning <[log in to unmask]>

Date:

Sun, 2 Dec 2007 16:15:12 -0800

Content-Type:

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If you reply to this long (10 kB) post please don't hit the reply 
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*********************************************
ABSTRACT:  Cognitive scientists Kirschner, Sweller, & Clark (KSC) 
argue that the limitations of working memory make "direct 
instruction" *effective*.  But  physics education researcher (PER) 
Carl Wieman (CW) argues that the limitations of working memory make 
passive-student lectures, which most PER's regard as an exemplar of 
"direct instruction," *ineffective*.  This apparent paradox can be 
resolved by realizing that KSC and CW employ totally different 
meanings for the term "direct instruction."
*********************************************

In their article  "Why Minimal Guidance During Instruction Does Not 
Work: An Analysis of the Failure of Constructivist, Discovery, 
Problem-Based, Experiential, and Inquiry-Based Teaching," cognitive 
scientists (CS's) Kirschner, Sweller, & Clark (KSC) (2006) argue that 
the limitations of working memory make "direct instruction" 
*effective*.

On the other hand, in his article "Why Not Try a Scientific Approach 
to Science Education?" physics education researcher (PER) Carl Wieman 
(CW) (2007) argues that the limitations of working memory make 
passive-student lectures, which most PER"s regard as an exemplar of 
"direct instruction," *ineffective*.

KSC (2006) write:
"Working memory has two well-known characteristics: When processing 
novel information, it is very limited in duration and in capacity. We 
have known at least since Peterson and Peterson (1959) that almost 
all information stored in working memory and not rehearsed is lost 
within 30 sec and have known at least since Miller (1956) that the 
capacity of working memory is limited to only a very small number of 
elements. That number is about seven according to Miller, but may be 
as low as four, plus or minus one [see, e.g., Cowan (2001)]. 
Furthermore, when processing rather than merely storing information, 
it may be reasonable to conjecture that the number of items that can 
be processed may only be two or three, depending on the nature of the 
processing required."

CW (2007) writes:
"These results. . . .[indicating the ineffectiveness of 
passive-student lectures]. . . . do indeed make a lot of sense and 
probably are generic, based on one of the most well-established-yet 
widely ignored-results of cognitive science: the extremely limited 
capacity of the short-term working memory. The research tells us that 
the human brain can hold a maximum of about seven different items in 
its short-term working memory and can process no more than about four 
ideas at once. Exactly what an 'item' means when translated from the 
cognitive science lab into the classroom is a bit fuzzy. But the 
number of new items that students are expected to remember and 
process in the typical hour-long science lecture is vastly greater. 
So we should not be surprised to find that students are able to take 
away only a small fraction of what is presented to them in that 
format."

According to the academic-reference-supplying (!!) Wikiquote 
<http://en.wikiquote.org/wiki/Niels_Bohr>,  Neils Bohr said:

**************************************
1. "How wonderful that we have met with a paradox. Now we have some 
hope of making progress."

2.  "Two sorts of truth: trivialities, where opposites are obviously 
absurd, and profound truths, recognised by the fact that the opposite 
is also a profound truth."
**************************************

As discussed in "Cognitive Science and Physics Education Research: 
What we've got here is a failure to communicate" [Hake (2007)], 
progress can be made (even if "profound truths" aren't uncovered), by 
recognizing that "What we've got here is a failure to communicate":

a. KSC evidently define "direct instruction" to mean instruction 
which is substantially guided, therefore similar to what some PER's 
call "Interactive Engagement" (IE), i.e.,  [those] methods "designed 
at least in part to promote conceptual understanding through 
interactive engagement of students in heads-on (always) and hands-on 
(usually) activities which yield immediate feedback through 
discussion with peers and/or instructors" [Hake (1998a)]. 

b. On the other hand, CW, and most PER's, would probably equate 
"direct instruction" with passive-student lectures and *not* with IE 
methods.


Richard Hake, Emeritus Professor of Physics, Indiana University
24245 Hatteras Street, Woodland Hills, CA 91367
<[log in to unmask]>
<http://www.physics.indiana.edu/~hake>
<http://www.physics.indiana.edu/~sdi>


REFERENCES [Tiny URL's courtesy <http://tinyurl.com/create.php>.]
Cowan, N. 2001. "The magical number 4 in short-term memory: A 
reconsideration of mental storage capacity," Behavioral and Brain 
Sciences 24: 87-114; abstract online at 
<http://www.bbsonline.org/documents/a/00/00/04/46/index.html>, 
preprint of full article in HTML is online at 
<http://tinyurl.com/2fpse>

Hake, R.R. 1998a. "Interactive-engagement vs traditional methods: A 
six thousand-student  survey of mechanics test data for introductory 
physics courses," Am. J. Phys. 66(1): 64-74;  online at 
<http://www.physics.indiana.edu/~sdi/ajpv3i.pdf> (84 kB).

Hake, R.R. 1998b. "Interactive-engagement methods in introductory 
mechanics courses," online  at 
<http://www.physics.indiana.edu/~sdi/IEM-2b.pdf> (108 kB) - a crucial 
companion paper to  Hake (1998a).

Hake, R.R. 2007 "Cognitive Science and Physics Education Research: 
What We've Got Here Is Failure to Communicate," submitted to the 
"Journal of Learning Sciences" on 10 October 2007; online at 
<http://www.physics.indiana.edu/~hake/CS&PER-JLS7.pdf> (588 KB) and 
as ref. 51 at <http://www.physics.indiana.edu/~hake>. The quote "What 
we've got here is a failure to communicate" is from the classic 1967 
movie "Coolhand Luke" - see e.g.,
<http://en.wikipedia.org/wiki/What_we've_got_here_is_failure_to_communicate>.

Kirschner, P.A., J. Sweller, & R.E. Clark. 2006. "Why Minimal 
Guidance During Instruction Does Not Work: An Analysis of the Failure 
of Constructivist, Discovery, Problem-Based, Experiential, and 
Inquiry-Based Teaching," Educational Psychologist 41(2): 75-86; 
online at
<http://www.cogtech.usc.edu/publications/kirschner_Sweller_Clark.pdf> (176 kB).

Miller, G. A. 1956. "The magical number seven, plus or minus two: 
Some limits on our capacity for processing information." 
Psychological Review 63: 81-97; online as a 96 kB pdf at 
<http://tinyurl.com/3b5rat>.

Peterson, L. & M. Peterson 1959. "Short-term retention of individual 
verbal items," Journal of Experimental Psychology 58: 193-198; online 
as a 244 kB pdf at  <http://tinyurl.com/35cbe8>.

Wieman, C. 2007. "Why Not Try a Scientific Approach to Science 
Education?" Change Magazine, September/October; online at 
<http://www.cwsei.ubc.ca/resources/files/Wieman-Change_Sept-Oct_2007.pdf>
(804 kB). See also Wieman & Perkins (2005).

Wieman, C. & K. Perkins. 2005. "Transforming Physics Education," 
Phys. Today 58(11): 36-41;  online at 
<http://www.colorado.edu/physics/EducationIssues/papers/PhysicsTodayFinal.pdf>
(292 kB).

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