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There’s a handy little neologism making the rounds these days, and I think it’s key to understanding instructional design for interactive media: entrainment.

Based on the Old French entrainer, which meant “to drag,” entrain has been used for some time in English as a rather obscure verb meaning “to pull or draw along after itself.” The meaning of the word was extended into chemistry: “to carry along in a current.”

It’s one of the pesky complications of civilization that words morph (like morph, for instance); they change meanings, they drop meanings, and sometimes they end up meaning completely the opposite of what they originally meant. This previously obscure word has taken on an exciting new obscure meaning: entrainment, for interactive media, has come to mean “the internal rhythm of an experience.”

Perhaps the purest example of entrainment I’ve seen is the old video game, Pac-man. As you might recall, Pac-man was a two-dimensional maze. A yellow circle the user controlled had to go through the entire maze, appearing to eat all the dots that line the maze. The ravenous little circle was chased by brightly colored gum-drops called ghosts. If the gumdrop reached the yellow circle, the circle withered and died to a sad sound effect. However, there were four large dots near each corner of the maze called power pills. If the yellow circle ran over a power pill, the ghosts would turn blue, and the yellow circle could then chase and eat them. The object of the game was to survive long enough to clear the maze and go to the next identical one.

The anthropomorphism was vague at best; while brightly colored, there was no suggestion of depth, and no real purpose. Pac-man was an inordinately trivial game. And yet, a legion of fans played the game to the point of tendinitis (they called it “Pac-man elbow,” and no, I’m not bitter.)

So why, you ask, would someone spending a fortune of someone else’s money going to grad school ruin a perfectly valid arm just to play with circles and gumdrops?

Pac-man was an Uber-exercise in entrainment. You got a jolt of anxiety as you ran from the ghosts, barely making it to a power pill, and then the table is briefly turned—relief—and you chase them. The ebb and flow of tension, the entrainment of the game, made it utterly hypnotic.

Perhaps the interchange between relief and anxiety reaches some pre-historic memories locked in our DNA: stalk the mastodon...stalk the mastodon...run away from the mastodon!.. RUN AWAY FROM THE MASTODON!

Perhaps that’s why a twitch game like Pac-man and its many descendants are played mainly by boys (or grad students). Whatever.

Or perhaps not.

In any case, Pac-man holds a key to our conceptualization of interactive educational content: not because it’s a game, but because it hews so well to its entrainment. The structure of any interactive content needs to have a similar flow of tension (answering questions and other kinds of user actions) and relief (more passive transfer of knowledge). Too much tension causes frustration, too much relief causes enervation. The trick is to find a balance that’s appropriate to the affordances of the medium you’re using. Just as importantly, the end of the experience— what’s required to get there and what it is—needs to be clear from the start.

Interactive educational content requires a more complicated entrain-ment than a video game. Mere repetition is not a sufficient motivation for an educational experience. Rather, the ebb and flow of tension needs to have a direction, to mount, until a culminating experience is achieved. So, for educational content, there are really two levels of entrainment: the moment to moment flow and, just as in any narrative, the overall flow of beginning, middle, and end.

One distance learning leader had this collection of books about the field on his bookshelf.

One distance learning leader had this collection of books about the field on his bookshelf.

Bates
,
A.
(
2000
). Managing technological change.
San Francisco
:
Jossey-Bass
.
Boar
,
B.
(
2001
). The art of strategic planning for instructional technology.
New York
:
Wiley
.
Chute
,
A.
,
Thompson
,
M.
, &
Hancock
B.
(
1999
). The McGraw-Hill handbook of distance learning.
New York
:
McGraw-Hill
.
Clark
,
R
. (Ed.). (
2001
). Learning from media: Arguments, analysis and evidence.
Greenwich, CT
:
Information Age Publishing
.
Corry
,
M.
, &
Tu
,
C.
(Eds.). (
2003
). Distance education: What works well.
New York
:
Haworth Press
.
Cyrs
.
T.
(
1999
). Engaging students in distance learning.
Las Cruces, NM
:
Center for Educational Development, New Mexico State University
.
Cyrs
.
T.
(
1997
). Teaching at a distance with the merging technologies.
Las Cruces, NM
:
Center for Educational Development, New Mexico State University
.
Dick
,
W.
,
Carey
,
L.
, &
Carey
,
J.
(
2001
). The systematic design of instruction, (5th ed.).
New York
:
Addison-Wesley
.
Holmberg
B.
(
1986
). Growth and structure of distance education.
London
:
Croom Helm
.
Keegan
,
D.
(
1996
). Foundations of distance education, (3rd ed.).
London
:
Routledge
.
Knowles
,
M.
(
1990
). The adult learner: A neglected species (4th ed.).
Houston, TX
:
Gulf Publishing Co
.
Ko
,
S.
, &
Rossen
,
S.
(
2004
). Teaching online: A practical guide (2nd ed.).
Boston
:
Houghton Mifflin
.
Lynch
,
M.
(
2002
). The online educator: A guide to creating the virtual classroom.
London
:
Routledge
.
Moore
,
M
. (Ed.).
The American Journal of Distance Education
.
Moore
,
M. G.
, &
Anderson
,
W. G.
(Eds.) (
2003
). Handbook of distance education.
Mahwah, NJ
:
Erlbaum
.
Nistor
,
N.
,
English
,
S.
,
Wheeler
,
S.
, &
Jalobeanu
,
M.
(
2003
). Toward the virtual university.
Greenwich, CT
:
Information Age
.
Palloff
,
R.
, &
Pratt
,
K.
(
1999
). Building learning communities in cyberspace.
San Francisco
:
Jossey-Bass
.
Picciano
,
A.
(
2001
). Distance learning: Making connections across virtual space and time.
Upper Saddle River, NJ
:
Prentice Hall
.
Reisman
,
S.
,
Flores
,
J.
, &
Edge
,
D.
(
2003
). Electronic learning communities: Issues and practices.
Greenwich, CT
:
Information Age
.
Rogers
,
E.
(
2003
). Diffusion of innovations (5th ed.).
New York
:
Free Press
.
Schlosser
,
L.
, &
Simonson
,
M.
(
2002
). Distance education: Definition and glossary of terms.
Bloomington, IN
:
Association for Educational Communications and Technology
.
Schreiber
,
D.
, &
Berge
,
Z.
(Eds.). (
1998
). Distance training.
San Francisco
:
Jossey-Bass
.
Seels
,
B. B.
, &
Richey
,
R. C.
(
1994
). Instructional technology: The definition and domains of the field.
Bloomington, IN
:
Association for Educational Communications and Technology
.
Simonson
,
M
. (Ed.). (
2004
). Distance learning: A magazine for leaders.
Greenwich, CT
:
Information Age Publishing
.
Simonson
,
M.
,
Smaldino
,
S.
,
Albright
,
M.
, &
Zvacek
,
S.
(
2003
). Teaching and learning at a distance: Foundations of distance education (2nd ed.).
Upper Saddle River, NJ
:
Prentice-Hall
.
Simonson
,
M.
, &
Schlosser
,
C.
(Eds.). (
2002
). Quarterly Review of Distance Education.
Greenwich, CT
:
Information Age
.
Vrasidas
,
C.
&
Glass
,
G.
(
2002
). Distance education and distributed learning.
Greenwich, CT
.
Information Age
.
Watkins
,
B.
, &
Wright
,
S.
(
1991
) Foundations of American distance education.
Dubuque, IA
:
Kendall-Hunt
.
Watkins
,
R.
, &
Corry
,
M.
(
2005
). E-learning companion: A student’s guide to online success.
Boston
:
Houghton Mifflin
.
Wedemeyer
,
C.
(
1981
). Learning at the back door: Reflections on non-traditional learning in the lifespan.
Madison, WI
:
University of Wisconsin Press
.

A photograph of Craig Ullman.
Craig Ullman, Partner, Networked Politics, 49 West 27th St., Suite 901, New York, NY 12401. Telephone: (212) 658-9929. Fax: (212) 504-3091.

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