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7/28/2019 Tom Sawyer and the Construction Value
1/31
DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Review: Federal Reserve Bank of Boston N 05-10 (July 2005)Research Center for Behavioral Economics and Decision-Making
TomSawyer andtheConstructionof Value
Dan Ariely, George Lowenstein and Drazen Prelec
7/28/2019 Tom Sawyer and the Construction Value
2/31
DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Abstract
This paper present three experiments in which
the authors try to show some cases people do not even have pre-existing sense of whether an experience is good or bad, even whenthey have experienced a sample of it.
then
Economic agentsreally know their tastes?
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Situation of Tom Sawyer
In a famous passage of Mark Twains novel
(The Adventures of Tom Sawyer) His aunt Polly forces him (Tom) to whitewash the fence while his friends
play and enjoy watching him perform the task.
Tom on the other hand has the task as something wonderful, notallowing anyone to help.
Then finally, her friends are even willing to pay to let them paint thefence
The Adventures of Tom Sawyeris a novel of the author Mark Twain publishedby 1876, at present is consider a masterpiece of the literature
7/28/2019 Tom Sawyer and the Construction Value
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Which is the Tom Sawyer effect?
In Twains Words, Tom has discovereda great lawof human
action, without knowingit-namely,that in order tomakea manoraboy covet a thing, it isonlynecessarytomakethethingdifficult toattain
The human reaction faced a infomation or datum,
is in function at the informationpreviously provided.
7/28/2019 Tom Sawyer and the Construction Value
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Previous Studies I
In a previous work that the same authors presented in
2003, named "Coherent arbitrariness... ...which showed that valuations of goods and experiences have a
large arbitrary component ("arbitrariness"). once one valuation has
been made, people provide subsequent that are scaledappropriately relative to the first ("Coherence")
COHERENT ARBITRARINESS: STABLE DEMAND CURVES WITHOUT STABLE PREFERENCES[Dan Ariely, George Lowenstein and Drazen Prelec (2003)]http://qje.oxfordjournals.org/content/118/1/73.full.pdf
7/28/2019 Tom Sawyer and the Construction Value
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Previous Studies II
An experiment of the study...proposed that...
subjects were offeredwillingness to accept compensation in exchange forlistening to avresive sounds delivered to subjects through headphones.
They told that were about to hear an unpleasant sound played over
headphones and asked to consider, whether they would be willing to listento the sound for 300 seconds in exchange for amount that they composedfrom the last three digits of SSN
(for example: 2872.87$).
After hearing the sound and making the choice...
They asked subjects to indicate the smallest amount of money they wouldaccept to actually hear the sound for 100,300 and 600 seconds.
COHERENT ARBITRARINESS: STABLE DEMAND CURVES WITHOUT STABLE PREFERENCES[Dan Ariely, George Lowenstein and Drazen Prelec (2003)]http://qje.oxfordjournals.org/content/118/1/73.full.pdf
7/28/2019 Tom Sawyer and the Construction Value
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Previous Studies II (Results)
Subjects demanded about one and a half past times as
much to hear 300 seconds sound as to hear the 100seconds sound, and half again more to hear the 600seconds sound.
But Subjects with lower ending SSN demanded much less compesation than
those with higher numbers.
Coherence
Coherent arbitrariness
7/28/2019 Tom Sawyer and the Construction Value
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Key Question
Do people even have a pre-existing sense of whether an
experience is good or bad? Not according to Tom's Law
The exact same experience can be desired or avoided, depending on
context and presentation
In the three experiments presented shown that individuals can be made to exogenously classify some
experiences as either positive or negative, depending on whether the
preceding question asked them if they would pay or needed to be paidfor the experience in question.
7/28/2019 Tom Sawyer and the Construction Value
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Experiment I
7/28/2019 Tom Sawyer and the Construction Value
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Experiment I
The study was conducted with 146 undergrated students
(enrolled in a marketing class or signature) Divided to two groups (N=75 one each)
Accept Group
Pay Group
Their professor (Ariely), read a poem for 15 minutes Walt Whitmans Leaves of Grass
Each group was asked:
Accept Group
Would you attend the recital for 2$?
Pay Group
Would you pay 2$ to attend the recital?
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Experiment I
After answering
They were told that the poetry reading programmed for next weekwould be free
The objetive was test whether the initial question affected whether respondents viewed
the experiences as positive (in this case, they would like to attend if itwas free) or negative (in this case, they would prefer not to attend if itwas free) .
7/28/2019 Tom Sawyer and the Construction Value
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Experiment I (Results)
35% say yesWould you attend the recital for free?
3% say yesWould you pay 2$ to attend the recital?
Pay Group
8% say yesWould you attend the recital for free?
59% say yesWould you attend the recital for 2$?
Accept Group
7/28/2019 Tom Sawyer and the Construction Value
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Experiment I (Tom Sawyer effect)
Tom Sawyer effect
BeforeAfter
Paying
Charging
Free
Free
3%
59%
35%
8%Accept Group
Pay Group
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Experiment I (Tom Sawyer effect)
What happened?
The initials questions performed at both groups has conditioned theresults, appearing the Tom Sawyer effect.
Both groups have a too different concept of the lecture, because...
Accept Group: going to receive money to attend free (now worth less for them)
Pay Group: pass from having to pay to attend free (now worth more to them)
Finally, the reality is that the reading has come to have the same value for
all (is FREE!!). But that is not reflected in the results
Low Value
Increase Value
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Experiment II
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Experiment II
Experiment II was designed to replicate Experiment I
Conducted with a large undergraduate class at MIT(N=91+73)
Half of the respondents (N=91) were first asked whether...
The would be willing to pay 10$ to listen to Professor Ariely recite poetry for 10minutes, followed by a request to indicate their monetary valuations for 1,3 and6 minutes of poetry reading.
The other half (N=73) were first asked whether
The would be willing to accept 10$ to listen to Professor Ariely recite poetry for10 minutes, followed by a request to indicate the minimun they would willingaccept for 1,3 and 6 minutes of poetry reading.
Group Accept
Group Pay
7/28/2019 Tom Sawyer and the Construction Value
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Experiment II
After indicated their prices
Objetive: Try to bring consistency to the study of human behavior weare studying
Respondents were asked similar questions about theirwillingness to participate in a study of decision-making
Group Accept (first part of the experiment II):
Subjects were asked in this part of experiment about their willingness to pay 10$for a 10 minutes participation in such a study, followed by a request to indicatetheir monetary valuations for 1,3 and 6 minutes for participating in such a study.
Group Pay (first part of the experiment II):
Subjects were asked in this part of the experiment about their willingness toaccept 10$ for a 10 minutes participation in such a study, followed by a requestto indicate the minimun they would willing accept for 1,3 and 6 minutes forparticipating in such a study.
Now "Group accept"becomes "Group pay"
Now "Group pay"becomes "Group accept"
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Experiment II (Results)
The result is a similar behavior of groups in different cases with identicalquestions
Valuations were strongly influenced by the initial question(in the two cases).
Respondents consistenly indicated higher sums of money forlonger durations (Coherence).
7/28/2019 Tom Sawyer and the Construction Value
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Experiment III
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Experiment III
The professor announced that carry out the reading of a
poem (Whitman's "Leaves of Grass"), for a minute, thatonly read a few verses.
After reading the teacher demonstration to be towardsthose who are interested in attending the full reading.
15 minutes duration and number of seats limited.
7/28/2019 Tom Sawyer and the Construction Value
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
The experiment is performed using a schema (two-sides),
which requested the following information in the front side: Indicate the last digit of their SSN
Depending on whether the number was odd or even, had two sets of
questions (two questions each)
If the number was odd
Would you attend the poetry reading for a payment of __$
(indicate quantity and respond with a yes or no)
They also answered the same question with the dollar value increased or decreased by50c.
If the number was even
Would you pay __$ in order to attend the poetry reading
(indicate quantity and respond with a yes or no)
They also answered the same question with the dollar value increased or decreased by
50c.
Experiment III
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Experiment III
Finally, in the back side the format was identical for both
groups. Subjects indicated whether
Would attend the recital if paid 10$, 9$,8$,1$.
Would attend the recital if it was for free.
Would pay 1$,2$,3$...10$ to attend for the recital.
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Experiment III (Results)
-1,13$ (.59)Mean valuation (st.error)
49%Would attend for free
20%% Willing to pay for $=SSN to attend
Even SSN Digit (hypothetical question aboutplaying to attent)
(N=35)
-4,46$ (.51)Mean valuation (st.error)
9%Would attend for free
63%% Willing to attend for $=SSN
Odd SSN Digit (hypothetical question aboutbeing paid to attent)
(N=46)
Only 9% (Odd SSN) werewilling to attend for free
(response strongly influenced bythe previous question), incontrast 49% (Even SSN).
The mean value was negativefor both groups (is coherent),but much more for Odd SSN
Group (because they havehigher perceived loss of value )
In this study the actual digit of the SSN has no effect on valuations noron willingness to attend for free, after controlling for whether the digitwas odd or even.
7/28/2019 Tom Sawyer and the Construction Value
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
In resume...the result of experiments was...
Experiment 1
Demostrates the basic effect of Toms Law.
Experiment 2 Show that after one such arbitrary response is given (positive or
negative), other responses follow in a seemingly coherent fashion.
Experiment 3 Desmostrates that Toms Law holds even when the random
assigment of individuals to either the pay or be paid conditionswas made transparent (the assignment was set by the last digit of their
SSN, and both possibilities were presented on the elicitation form).
7/28/2019 Tom Sawyer and the Construction Value
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Discussion
Economists
The apparent orderliness in these choices, their stability for a given
individual, are the generally correct directional response to changingincentives encourage the belief that choices are firmly rooted in personal
likes and dislikes in fundamental values
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Discussion
The authors suggest...
The correct directional responses to changing incentives do not providestrong support for fundamental valuation.
If earlier choices are recalled, the next time a similar choices situationarises, decision markers will attempt to behave in a fashion that doesnt
violate obvious rules of consistency.
For example:
If one was willing to pay X$ for company Ys stock yesterday, then todaysannouncement of an unexpectedly profitable quarter should make one willing to
pay more than X$.
7/28/2019 Tom Sawyer and the Construction Value
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Discussion
Economis generally assumes that all economic decisions
are choices between alternatives. Thus, choosing whether or not to eat out at a restaurant tonight is
implicity a choice between eating at the restaurant versus spending the
money in other ways.
However, the phenomenon of coherent arbitrarinesssuggest that whether these choices are implicit or explicitmay make a difference
7/28/2019 Tom Sawyer and the Construction Value
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Applications (Real life)
Before presenting their final results, the firms that participate inMarket Values and plans to worse results than the previous period,
perform a downward valuation of them.
In presenting their results, in this case, you typically use the phrase"better than expected" to define for a bad result previously describedit as worse than it really was.
Which is the Objective chasing this firms? The result is considered positive and increase the value of their shares, previously
announcing an "expected outcome" after below that advertised as "finaloutcome".
Is a way of bringing investors to the optimism, leading to a rise in valuesratherthan a decrease.
Less favorable results will actually happen
It has a better result than it really is
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Conclusions
The valuation we make of a same information, varies
according to the expectations that had previously.
Our reactions are different according to what weexpected.
The concept of good or bad could be full of arbitrariness.
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
Resources
The authors:
Dan Ariely http://danariely.com/
George Lowenstein
http://sds.hss.cmu.edu/src/faculty/loewenstein.php
Drazen Prelec
http://econ-www.mit.edu/faculty/dprelec
Article: Tom Sawyer and the Construction Value: http://www.bos.frb.org/economic/wp/index.htm
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DecisionMaking
FerederalReserve Bank
TomSawyer andtheConstructionofValue
Dan Ariely, George Lowenstein and Drazen Prelec
TomSawyer andtheConstructionof Value
Dan Ariely, George Lowenstein and Drazen Prelec
Thank you very muchfor your attention!!!
Review: Federal Reserve Bank of Boston N 05-10 (July 2005)
Research Center for Behavioral Economics and Decision-Making