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THE JOURNAL OF APPLIED BEHAVIORAL SCIENCEDecember 1999Cannon / FAILURE SENSE-MAKING
Cause or Control?
The Temporal Dimension in Failure Sense-Making
David R. CannonLondon Business School
Studiesof individual responseto failureoutcomes have focusedon thecognitiveprocess-
ing of proximal experiences. This study examines reactions to failure experiences
recalled from memory, employing a multimethod qualitative investigation of a diverse
sample of women and men from business, the arts, and athletics. Peoples memories of
negative outcomes were found to trigger strong emotions, affecting sense-making and
distorting reasoning. Interpreted from a personal control-avoidance theoretical frame-
work, results indicate that when time is factored in,the illusion of control over the future
proves a more compelling way of understanding our past failures than do evaluative
judgments.
The aim of this article is to illustrate a gap in our current thinking about how peoplemake sense of failure. Existing theory and empirical work have taught us a great deal
about the nature of individual response to negative outcomes. However, for the most
part, this understanding is limited to behaviors at or around the time a failure experi-
ence occurs, focusing on response to failing rather than reflection on failure. What
happens when people reexamine negative outcomes months or years after the event?
Which personal setbacks do people remember? Are response behaviors important
when a negative outcome occurs equally important later on? To address these and
related questions, the neglected factor of time needs to be considered.
Much of the research examining individual response to negative and positive out-
comes, including thebodiesof knowledgeon attribution, goal setting, and risk taking,
David R. Cannon is a research fell ow in organizational behavior at the London Business School, Sussex
Place, Regents Park, London.
THE JOURNAL OF APPLIED BEHAVIORAL SCIENCE, Vol. 35 No. 4, December 1999 416-438
1999 NTL Institute
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describe this mental link between past and present as a two-way street on which one
canmentallytravelback in time,alteringhistory tofit both present andfuture needs.
The Problem With Failure
Assuming that we occasionally reflect upon past negative outcomes, perhaps com-
pelled todoso ina meeting witha mentor, as part of a personal development course, or
in conversation about ones career with a partner or counselor, people remain surpris-
ingly unaware of how they have come to know what failure is.
Human concepts of failure are learned. On entering the world, babies have no con-
cept of failure or of success and, unlike adults, no fear of failing. On the contrary,
babies eagerly experiment withstrategies in play, learning through trial and error those
thingsthat work andthose that donot(De Geus, 1988).However, as Holt (1974)points
out in his bookHow Children Fail, it does not take long before children pick up the
message that the world puts value on right answers and that wrong answers and failedstrategies are for the most part socially unacceptable.
Childhood experiences of punishment (Kohlberg, 1964) form the foundation of an
individuals constructs of failure, which subsequently are reinforced through condi-
tioning, personality possibly influencing the type of conditioning to which a person is
most receptive. Failures link with the shame and guilt we first learned to associate
with being a bad child gives it a powerful emotional sting (Erikson, 1950; Tangney,
1995). As a result, common setbacks experienced as adults, such as failing to succeed
at a job interview, have the potential power to call ones whole self-worth into ques-
tion. School and later organizational life reinforce and modify peoples adopted con-
structs of what constitutes good and bad performances (Tsui & Ashford, 1994). As
adults, we mayescape punishment by parents andschoolteachers; however, we remain
quite capable of punishing ourselves, likely in the manner that we have been taught
(Bergner, 1995).Assuming people learn different punishment lessons, it follows that one persons
concept of what it is to do badly differs from that held by another. This creates a
dilemma for the researcher trying to compare like phenomena while at the same time
appreciating the limitations that can result from imposing a definition on a personal
construction. If failure concepts are established primarily through emotional condi-
tioning (Schein, 1993), the researcher is faced with the added problem that people
may know what a failure is (i.e., can feel the anxiety it triggers) yet possess no clear
language definition forit. Because of thesocially andpersonally constructed natureof
failure, the distortions inherent in reconstructing the past, and the absence of a clear
and commonly accepted definition, an idiographic approach was deemed more suit-
able for this exploratory study than nomothetic research.
Failure as an Adaptive Reaction
The central argument of this article is that the failures people remember, although
likely different in nature, serve the same adaptive purpose, activating a universal
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biogenetic affectivereaction that wasestablishedvery early inhuman history. This is a
view of failure from the neuroscientific and evolutionary psychological perspective(Barkow, Cosmides, & Tooby, 1992; Nicholson, 1997) in which response to failure
and success are asymmetrical.
At thetimewhen the human brain was evolvingmostrapidly, consequenceof fail-
ure was exceedingly high, often meaning death. It is thought the brain, to quickly
identify and hence avoid potentially life-threatening danger, developed ways to
instantly and vividly access memories of anxiety-arousing experiences (LeDoux,
1993) in case a similar situation arose again. Memory researchers (Bogen, 1975;
Brown & Kulik, 1977; Conway, 1990) and neuroscientists (Damasio, 1994;
LeDoux, 1993) hold the view that memories impinging on the durability of the self
are recalled through an emotion-based memory system linked with the limbic brain
(Zajonc, 1980).
Experimental research shows a neural link between theamygdala,a part of the lim-
bic brain, and theneo-cortex (LeDoux, 1993). This link acts as an affective alarm sys-tem commonly known as the fight-or-flight response. Although the fight side of this
reaction is associated with theemotion of anger, Zillman (1993)foundthat individuals
first experience a sense of being endangered that triggers anger regardless of whether
theperson fights or takes flight. Anger is themost effectiveemotion in terms of releas-
ing adrenal and body chemicals, evoking a state of high energy and readiness. The
strongemotions aroused in early manandwoman by unexpected events enhanced and
sustained alertness, and this alertness improved their odds of survival. Although
present-day failure is more likely an experience that threatens self-esteem, ego, and
self-concept (Kernis, Brockner, & Frankel, 1989; D. T. Miller, 1976; Nicholls, 1984)
rather than an event that threatens possible death, we may still react as if it could be
mortal. At its roots, response to threatening failure is essentially a survival response
and perhaps one of the earliest forms of human emotional intelligence (Goleman,
1995; Salovey & Mayer, 1990).
Theaimof this study is toexamine thenegativeevents peoplerecall andto compare
the quality of after-the-fact distal responses with proximal responses found to be sali-
ent in prior research to determine if they are in any way different. Causal attribution
(Weiner, 1974, 1985) and self-regulation (Bandura, 1991) behaviors were obvious
candidates forsucha proximal-distalcomparison, as thesearetwo core theoriesof out-
come sense-making that have been extensively studied.
Attributional Sense-Making
Weiner (1974, 1985; Wong & Weiner, 1981) argues that when an outcome occurs,
such as failure, an individual will want to think about why it happened. This presump-
tion is central to attribution theory, although Weiner states that the search for cause is
not indiscriminately displayed in all situations but is most evident where the outcome
is unexpected and important and where a desire remains unfulfilled.
Causal reasoning or attribution, terms used interchangeably by the theory, identi-
fies three underlying dimensions of causality: locus, stability, and controllability.
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Locus refers to the location of a cause, whether it is perceived as internal or external to
the actor. Stability relates to temporal duration, whether the cause is perceived tochangefrom periodto period. Controllability is thedegree to which cause is perceived
as potentially controllable. Response to recollected failure maybe influenced by these
dimensions, in particular whether onesees thecause of a failure as outside or insideof
oneself.
Self-Regulating Behavior
Self-regulation theory proposes that individuals exert self-control through a
closed-loop process, first setting a goal and then monitoring their behavior to observe
compliance with and deviation from the goal, making necessary adjustments in per-
formance (Bandura, 1991; Carver & Scheier, 1981; Kanfer & Hagerman, 1981; E. A.
Locke & Latham, 1990).
Banduras theory of self-regulation, a focus of this article, is based on the behav-ioral model of motivation that emphasizes therole of self-rewardandself-punishment
that follows behavior. Strict behaviorism dictates that stimuli can only be external;
however, Bandura argues that individuals can control the stimuli in a self-motivating
process. In this process, negative self-reaction is the label given to a self-critical
response triggered by the individuals perceived failure to attain progress toward a
goal.
Participation Versus Recollection
There are converging features in Banduras and Weiners approaches. Both place
cognitionearly on in theprocess of sense-making, with the individual makingevalua-
tive judgments about the nature of an outcome. In these established theories and in
others that focus on at the time outcomes, incoming information about ones per-formance is new, first-time information that triggers first-time judgments. However,
Schank and Abelson (1977) found that when events are accessed from long-term
memory, they maybe recalled with prior judgments that arestoredas part of the recol-
lection. In assessing these past experiences, the incoming information is likely a tan-
gled mix of new information (i.e., a mental reexperience of the failure) and old
responses either generated at the time of the event or added in subsequent reviews
(Moser, 1992).
An important distinction between participating in an event and recollecting an
eventconcerns therole of goals.Ongoing assessment of progress toward a goal is cen-
tral to Banduras portrayal of self-regulation. However, with recollection, the individ-
ualno longerhasa specific goal directly related to theoutcome of an eventbecause the
event is over, the outcome having been determined. With the passage of time, another
type of goal may come into play, a higher level goal, more global than event specific.The most promising candidate for such a metagoal, pointed to by both attribution and
self-regulation theorists, is the adaptive goal of preventing the reoccurrence of a simi-
lar negative experience.
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METHOD
Procedure
To understandin-depth howindividuals makesense of realand significant personal
experiences fromtheir past, the researcher chosean inductive andexploratory method.
Clinical case interviews plus a battery of measures were applied in a two-phase study
of a diverse sample of 42men and women who wereasked to remember setbacks from
their work and personal lives and to talk about them at length. It was intended that
minimal cues and instructions would encourage participants to use their own con-
structs rather than those of the researcher when thinking about and discussing past
experiences.
In Phase 1 of the study, 28 individuals from business, the arts, and athletics were
asked to recall two setbacks from the past and then answer a series of questions prob-
ing their feelings about the experiences, why they happened, their goals and expecta-tions, and subsequent learning. It was reasoned that variance in response might solely
be due to the content of what was being remembered, that is, the nature of the memory
determining the nature of the response. Phase 2 was designed to control for this factor
byhavinga sampleof 14accountant trainees focus ona recentfailureevent commonto
themallthe failure of theirsenior-level professional examinations.An identicalpro-
tocol was followed in both phases of the study, though the accountants were asked to
review only one experience. Seventy failure narratives (56 from Phase 1, 14 from
Phase 2) were collected, at which point interviewing was concluded as patterns of
interpretive behavior emerging from the first 50 narratives (from both phases of the
study) were replicated in the 20 narratives that followed (Yin, 1994).
The author conducted all the interviews. They lasted 2 to 3 hours and took place in
either the persons home, the office of the author, or in a private room at the persons
work location.To minimizecueing, peoplewere told that thestudywasfor research onhow people learn from experience. It was also made clear that their identities would
be disguised in any published results.
Following a brief informal conversation to help put them at ease, each participant
was asked to tell a story of a past setback, Phase 1 participants choosing their own rec-
ollections andPhase2 participantsbeingaskedto focus on their professionalexamina-
tion experience.Individuals told their stories uninterrupted, andthis wasfollowedby a
discussion in which the researcher probed to gain a clear and full picture of the event.
Each person was then asked an identical list of questions designed to explore theory-
based items, including feelings about the experience, why it happened, goals and
expectations, the involvement and influence of others, subsequent learning, effect on
behavior, and memory rehearsal patterns. Phase 1 participants repeated this protocol
twice as a result of being asked to tell two stories.
Russell (1982) and others have found that interviewers often inaccurately assess
subject assignment of attribution. To minimize this problem, participants were first
asked to explain why the failure had occurred, and then immediately afterward, they
were asked to complete the Causal Dimension Scale (Russell, 1982). Russells
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instrument claims to be an objective gauge of thenatureof thecause, examining locus
of causality (internal/external), perceived stability of cause over time, and perceivedcontrollability of cause.
At theconclusionof theinterview, peoplewereasked to take awayandcomplete, on
their own time, a locus-of-control instrument (Levenson & Miller, 1976). The Leven-
son Locus of Control Scale measures the generalized expectancy that events are con-
tingent on ones own behavior or determined by others or by chance. This is a similar
instrument to the more widely known Rotter (1966) Internal-External Control Scale
but includes twoclasses of external cause: powerfulothersand chance. The reasoning
behind this is that people who believe the world is unordered (chance) behave and
think differently from people who believe the world is ordered and that powerful oth-
ers are in control. The Levenson instrument attempts to gauge a stable tendency in
people, differing from the Russell scale, which is situation specific. Both scales were
used in their original form as found in the above cited publications.
Verbatim interview notes were taken throughout the interview, and each case waswritten up in detail immediately afterward. Eight interviews were tape-recorded and
checked by theresearcher andan independent assessor against thefield notes toensure
cases were being accurately documented. Once it was determined that the verbatim
interview notes contained few, if any, gaps, tape-recording wasceased, as participants
expressed embarrassment at having their expressions of emotion recorded on tape
(e.g., crying, anger, profanity).
By conventional criteria, there are obvious limitations to this approach. First, just
because someone recalls a past experience when asked to do so does notmean that that
person would reflect upon this event in the absence of an interviewer. Disclosure can
elicit a form of self-presentation bias in subjects selective communication (Blum-
stein, 1991). Second, how a person talks about an experience does not demonstrate
how that person would cognitively process it in private; it only provides evidence of
how peopletalkabout theseexperienceswithanother person, in this case,a researcher.
Although we cannotdirectly know what peoplethink, it is possible to argue that if a
particular recollection is readily volunteered by a participant, with minimal question-
ing, then it may be considered an accessible memory and hence available to the indi-
vidual if he or she should choose to think about it. In this vein, Diener and Dweck
(1978) and Wong and Weiner (1981) contend that talking is a reasonable reflection of
what an individual is thinking at thetime.This is impossible toprove; however, talking
is an observable behavior and reflection is not.
Memory-Eliciting Question
The failure experiences people recall depend on the nature of the question being
asked.In Phase2, theaccountant traineeswere asked tofocus on their recentexamfail-
ure througha questiondesigned tominimizedefensiveness: I am interestedin hearing
your storyabout your resulton therecent accounting exams. Canyou tell meabout it?
In Phase 1 of the study, where participants chose their own failure memories, con-
struction of a question to elicit comparable memories proved more challenging.
Because of the socially constructive nature of failure, there is no clear or widely
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accepted definition. A pilot study was conducted to field test a variety of possible
memory-eliciting questions on a sample of 18 people from business, the arts, and ath-letics. Defensivenesswas frequently encountered whenever the wordfailure wasused
(i.e., Tellme about a past failure). This encouraged theadoptionof a more tangential
approach, allowing peoples sense-making to emerge spontaneously (or not at all)
from more neutrally defined stimuli. Through numerous trials, a memory-eliciting
question was crafted and a final version arrived at: Tell me the story of a situation in
which you participated that did not turn out the way you hoped.
This simple question proved effective in generating a rich variety of failure narra-
tives (seeTable1).To assure comparability, fourcriteriawereestablished to select nar-
ratives for inclusion in Phase 1 of the study. Narratives had to (a) be reasonably
accessible from memory, that is, recalled within 5 minutes without the aid of addi-
tional questioning; (b) imply a form of judgment, that is, an event that had not turned
out as hoped; (c) have some element of agency (even if minor); that is, situations in
which people saw themselves as total victims were excluded; and (d) be deemed sig-nificant in their own view. When trivial events (e.g., My car failed to start on the first
try) were recalledthis occurred twicethese were discussedwith the individual to
see if they held some deeper significance, and if not, they were rejected.
Effort wasmade tokeep theselection criteria invisible to theparticipants, with each
story assessed as it was recounted to see if the criteria were met. When there appeared
to be a problem with one or more criteria, the researcher asked questions to gauge if
some level of the criteria existed. If a narrative did not meet the established criteria, a
suitable moment was found (sometimes at the end of the story) to ask the person for
another memory. There were only six occasions when this was necessary.
Participants
Given thesmall size, sampleselectionwascritical. Theaimwas to access individu-als from differing contexts and to observe them reflecting on diverse (Phase 1) and
similar (Phase 2) past failures in order to see if replicating patterns emerged from the
sense-making narratives. Given the socially constructed nature of failure, it was
deemed important to collect stories from people with different sets of life experiences
reflecting a wide range of perspectives.
Phase 1 Sample
An obvious way to ensure sample diversity was to choose people from a range of
occupations. A target list of occupations was drawn up to control for selection bias,
with three categories of occupation targeted: people working in the field of commer-
cial business, people in the professions, and people making their livings from artistic
andathletic pursuits.A novel aspectof this study is theinclusion of artists andathletes,groups ignored by prior research focusing primarily on samples of businesspeople or
university students.Cases were selected to maximize diversity of function andcontext
(i.e., small andlarge businesses,different industry sectors and roles)and to ensurefair
representation of gender and age range. Participants were accessed in three ways:
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1. Associations, professional bodies, and cultural institutions. For example, the
competitive swimmer in the samplewas accessed through theBritish Amateur Swim-ming Association. Cooperating organizations were informed of the sample criteria.
Thepeoplenominated were then contacted andprescreened by telephone to confirm
ageand genderand to assure that theyhadbeenworking in their fields forlonger than
2 years and that they were willing to give 2 hours of uninterrupted time to be
interviewed.
2. Personal networks. Colleagues and acquaintances of the researcher were asked
to nominate peoplewho worked in the target occupations, and these were followed up
by telephone. The actor in the sample was found through a contact who runs a com-
pany in the advertising business that employs actors. Given that the researcher was
operating within a middle-class segment of society from a business education base, it
is likely these nominees reflected a bias in favor of managerial, professional, and suc-
cessful people. With the exception of three people whom the researcher had brieflymet through colleagues prior to the research, all other participants were complete
strangers.
3. Cold calls. The priest in the sample was selected as a result of a direct call to the
London diocese, and the golf professional was accessed through a cold call to a local
school of golf instruction. These contacts were selected at random from the telephone
directory based on the occupation targets.
Each mode of access was pursued simultaneously, with potential participants fit-
ting theestablishedcriteria followedup as they were located, giving thesamplean ele-
ment of randomness due to the way it was accessed. A third of those approached
declined to participate. Twenty-two participants in Phase 1 were U.K. nationals; the
remainder included twoAmericans, oneSwiss,oneCanadian, oneSouth African, and
one New Zealander. There were 10 females and 18 males. Occupations represented in
the Phase 1 sampleare shown inTable1, which also indicates the natureof the failures
the participants recalled when interviewed.
Phase 2 Sample
All of the 14 accountant trainees who participated inPhase 2 of the study had failed
their senior-level accounting exams, 12 having failed outright and 2 having partially
failed. In contrast to Phase 1, the aim of sampling in Phase 2 was to access individuals
at the same level in a single occupation, all reflecting upon the same known failure.
Lack of success on the exams means possible unemployment, repeating training
courses,delayed promotion, financial costs, andalsoconsiderable lossof status.These
consequences make the event a significant failure for the aspirants. Ten of the 14
accountants in the study spontaneously reported their exam results to be the biggest
failure of their lives. The researcher worked with five cooperating firms to assure that
there was a balance of gender and a mix of backgrounds. Itwas hoped thatby choosing
participants from a variety of firms that the impact of organizationally specific
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influences (e.g., colleaguesreactions) would be minimized. Seven menand 7 women
accountants took part (ages 24 to27), each being interviewed3 monthsafterhearing oftheir failure.
Individualsparticipated in Phase 1 and2 as volunteers, andno onewascoerced into
participation by their employers or told who else was being interviewed. Contacts
were instructed to inform nominees that the study focused on how people learn from
experience. While Phase 2 participants were not told they were selected because they
had failed their accounting exams, there was no way of assuring they did not reason
this out for themselves. It was made clear to participants and employers that informa-
tion in any subsequent presentation to employers would in no way compromise indi-
vidual confidentiality.
RESULTS
What Do People Remember?
In response to thememory-eliciting question,peoplerecalled a varied collection of
failure experiences (see Table 1). Thirty-six of the 56 narratives (2 per participant) in
the Phase 1 sample concerned events that were part of peoples work or professional
life, whereas 20 can be categorized as non-work-related. Forty-four stories were task
related, and12 focused onrelationships between people. Therewere 13privatestories,
events known only to the person and close intimates, and 43 public stories, events
known toa wider audience.Of the56 recalled events inPhase 1, 15 hadoccurredfewer
than 6 months prior, 27 had occurred between 6 months to 3 years prior, and 14 were
more than 3 years old. The dominant pattern in Phase 1 was for each person to tell fail-
ure stories from different periods of his or her life.
Despite thevariety of events recollected, reactions to remembering them had com-mon features that were unrelated to the nature of the events. In other words, their phe-
nomenological status for the respondent bears no obvious relationship to surface
content. A numberof generalizationscan be drawn from analysis of theinterview tran-
scriptions and the researchers firsthand observations.
1. Memories of failure are accessible. Given the direct nature of the question asked
to the Phase 2 accountant trainees, it was unsurprising to discover that the memory of
the event was highly accessible. In the words of many of the accountants, it weighed
heavy on their minds. More credible evidence of the accessibility of discrete failure
events comes from the Phase 1 sample. Eighteen of the 28 participants were able to
recall their first failure memories within10 to 15 seconds of hearing theelicitingques-
tion, another 7 taking 1 to 2 minutes. Response times were similar for the second fail-
ure recollection.
2. Memories of failure are vivid. Withfew exceptions, thememories of failure were
rich in descriptive detail. The average length of time taken to tell a story unprompted
byfurther questioningwas20 minutes.Twenty-twoof the56 narratives inPhase1 took
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426 THE JOURNAL OF APPLIED BEHAVIORAL SCIENCE December 1999
TABLE 1
Reported FailuresPhase 1 Sample
Lawyer, Rupert T. court case lost as a result of being misled by client
City law firm unable to sell his house to a colleague
Derivatives trader, Liz C. made mistake and found guilty of trading infraction
Investment bank failed to realize her husband was bankrupt
Team leader, Adam L. lost 1,000,000 in trading deal involving colleague
Investment bank not making it home the Christmas his father died
Airline pilot, Mark M. damaged 747 airliner in crash landing at Heathrow
International carrier misjudged contractor and lost money
Research scientist, Joan G. unable to select graduate assistant from candidates
Genetics laboratory failed to secure a prestigious research grant
Electrician, Trevor S. childhood memory of losing kite at the beach
Major contractor made mistake on job that caused serious delays
Opera singer, Barbara F. lost role to younger singer with less experience
inability to complete project for education course
Osteopath, Nigel W. failed to help patient who was experiencing pain
inability to resolve relationship with alcoholic father
Planning manager, George N. team he coached lost important tournament
Technology manufacturer failed at finding new job in Hong Kong
Personnel manager, Sabine H. important meeting she planned did not succeed
International accounting firm failure of relationship with boyfriend
Sales manager, Susanne M. mismanaged mortgage arrangements for new house
Package goods company unsuccessful in closing important client deal
Plant manager/engineer, Alan underperformed at a job interviewManufacturing firm failed to implement plan to turn around plant
Aerobics instructor, Lee B. unable to deal with emotional incident in a class
made a career choice that did not work out
Actor, David M. walked away from big part due to lack of confidence
relationship with brother failed to meet expectations
Ballet dancer, Elena D. rejected for dancing role by close colleague
strategy failed to secure childs schooling
Police detective, John J. unable to convict case he had arrested
London Metropolitan Police failed to live up to his capabilities as an athlete
Fashion designer, Christine T. business partnership with sister-in-law collapsed
failed to fit into art college she attended
Chartered accountant, James E. trusted partner who damaged his reputationInternational accounting firm only person on team to lose golf tournament
Retail store manager, Sherry F. unable to convince management team of issue
International retailer failed to cope with prestigious foreign job assignment
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more than 40 minutes to recount. Level of clarity and detail in the collection of stories
was uniformly high and exceptionally high among the exam-failing accountants.
Many participantswere able to recount minute details related to their failureexperi-
ences, such as specific locations and times and verbatim reports of conversationswith other actors in the events. When asked to describe what they had done the day
before or after the event or to recall what was going on during that same week, most
people had only a vague recollection or no recall at all of what else happened around
the time of the event.
3. Memories of failure are memories of being surprised. In 65 of the 70 recollec-
tions of failure, people reported that the event came as a big surprise to them. Four
negative outcomes were reported as only mildlysurprising, andonly onememorywas
deemed unsurprising. People said they were surprised at what had happened and sur-
prised about the behavior of other people because It didnt make sense to me.
On learning at the courtroom door that a client had lied to him, Rupert T., the law-
yer, exclaimed I was in total disbelief. A memoryof an athletic failure from decades
past recalled by police detective John J. still captures his strong sense of surprise. Iwas really pissed off about itwell even before that I felt disbelief. I felt certain I had
won the race. . . . I was surprised! I couldnt believe it.
4. Memories of failure are painful. Twelve of the 28 people in the Phase 1 sample
became tearful during the interview, as did 5 of the 14 accountants in Phase 2. This
Cannon / FAILURE SENSE-MAKING 427
TABLE 1 Continued
Golf professional, Richard P. unable to get insurance for car due to violation
played poorly at tournament and was eliminated
Schoolteacher, Tony C. trip to United States with friends was disappointing
unsuccessful in engaging his students in project
Movie producer, Charles L. failed project due to relations with business partner
underestimated ill wifes reaction to his absence
Olympic swimmer, Bart W. new training strategy failed to produce results
bad training session due to lack of self-discipline
Medical doctor, Claire M. unable to get the job she wanted
man she was interested in was not interested in her
Entrepreneur, Robert C. partnership and friendship collapsed
Design company after 5 years has not yet finished renovating house
Artist/painter, Gary H. failed to follow up lead for steady work
unable to convince gallery partner to show his work
Financial manager, Sophie R. two volunteers quit a charity she managed
National heath service conflict with colleague at work endangered a project
Priest , Paul G. failed to turn around a homeless boy he had helped
Church of England misread familys reaction to funeral plans
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included men and women. As past disappointments were reviewed, faces contorted,
voices cracked, and bodies shifted nervously in their seats. David M., the actor, andCharles L., the television producer, paced the floor during the last part of their inter-
views.Manyparticipantstold their stories staring off into space, rarelyreturning toeye
contact with the researcher. The intensity of expressed emotion surrounding these
memories was strong. I hurt and smart over this, said Robert C., entrepreneur, on
breakingupwith hisbusiness partner. Iwasfurious.I wasreadyto resign. I wasgutted
that a private memo had been shown to the client. I thought this was a shambles, said
James E., charteredaccountant, on learning that a memo critical of theclient hadbeen
leaked. I felt like hitting him, said Paul G., priest, on being disappointed by a rent-
boy he had helped get off the streets.
Among 95 reports of feelings, with most participants reporting 2 reactions, anger
(46 reports) and sadness (31 reports) were thepredominant emotions. Other reactions
included shame andanxiety. This confirms anger as theemotion most frequently asso-
ciated with threatening events (Zillman, 1993) and vivid memories (Nasby & Yando,1982).Ortony, Clore,andCollins (1988)distinguishbetween emotions that reflect the
impact of current events and emotions that reflect the future implications of events.
Beneath the current state of events of anger and sadness found in this study may lie the
deeper anticipatory state emotion of fear (Roseman, 1984; Stein & Levine, 1987).
Several participants, while recounting one failure story, involuntarily remembered
another event. These pop-up memories, which people claimed to never think about or
to have forgotten, caught them by surprise. The most intriguing instance of this was
Sherry F., the retail store manager. At the end of her story recounting how she had
failed to cope with a new job in Brussels, described as the most painful thing that has
happened in my life, Sherrysuddenly blurted out that shehad been held at knifepoint
as a hostage in a store robbery. The robbery event and the Brussels job were separated
by a period of 2 years. Visibly shaken and embarrassed by the strong emotion evoked
as a result of the unexpected memory popping into my head, she reported to have
totally blocked the robbery from her mind until that moment.
Connections between memories were found in experiments conducted by Reiser,
Black, and Abelson (1985), suggesting that long-term memories arenot stored as dis-
crete events but are organized in terms of contexts linking one to another. This line of
reasoning provides a possible explanation for why participants in this study were
able to recall comparable failure events with minimal guidance, adding further sup-
port to theBrown and Kulik (1977) argument thatmemories of experiences threaten-
ing the self are likely a category of memories accessed through an affect-based
neural system.
5. Memories of failure are memories of eventspeople want to prevent. When begin-
ning to research this topic, it was reasoned that peoples responses to recollected fail-
ures would be influenced by their perceptions of unattained goals. Prior work shows
type of goal and level of goal difficulty as important factors in processing outcomes.
Expectancy theory (Vroom, 1964), control theory (Carver & Scheier, 1981), and self-
regulation theory (Bandura, 1991; Kanfer & Hagerman, 1981) emphasize the impor-
tance of goals and expectations in relationship to success and failure. In all of these
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theories, the goal acts as a standard allowing the individual to determine if he or she is
failing and how much needs to be done to achieve the hoped-for result.Recallof goals wasaccessedin both phasesof this studyby notingany spontaneous
references togoals in thenarratives. Aftereach story, participantswereaskeda number
of goal-related questionsWhat were you trying to achieve? What were your
expectations at the time? Did these goals influence the way things went? Surpris-
ingly, most people had difficulty describing what their goals were at the time of the
failure. Despite thevivid anddetailednature of thenarratives, many participantshad to
stop and take time to think about what it was they were trying to accomplish. Several
said in a confused tone, Isnt it obvious? suggesting that the goal was self-evident.
The most commonresponse wasa rationally simplistic goal, low on detail, such as the
following: To win the case and get costs, I wanted to get the job, My goal was to
land safely, and Make money. As might be expected, every participant in Phase 2
said their goal was to pass the accounting exam. Rarely did individuals use event-
related goals or expectations to explain thenegative outcome. This makes sense in thecase of past experience given that the attainment of event-related goals is no longer a
possibility, the event being over.
However, almostallof theparticipants in this study did identify a goal in thecourse
of telling their stories, thegoal of preventing a similar painful event from ever happen-
ing again. This present-timegoal (directed at the future) was expressed in direct state-
ments and implied in statements made about the utility of reviewing failures. Failure
prevention goals were found in 52 of the 56 narratives in Phase l and in all of the
accountant trainee accounts. This supports Stein and Levines (1987) argument that
negative memories tend to remind people of the circumstances they wish to avoid in
thefutureandadds to a host of studies that show that peoples memories help establish
their goals (Singer & Salovey, 1993; Trabasso & Stein, 1994).
6. Memories of failure are self-critical. Langer (1983) argues that the need for con-trol or the illusion of control is so important a factor in human life that it is experi-
enced even in situations that clearly appear to be chance-determined (p. 24). Despite
the slim chance of preventing the repetition of such setbacks as not being chosen after
an audition or job interview, a relationship souring, or a less-than-profitable financial
decision, participants statements suggest that they are highly motivated to do so.
A possiblepreconditionof believing onehas control over a particular futureevent is
the belief that one had somecontrol over this type of event in the past. This means tak-
ing on a degree of responsibility or blame for the past setback even when that setback
clearly appears to be theresultof chanceor theaction of others. On firstconsideration,
this may seem illogical. However, the narratives reveal numerous examples of the
unusual lengths towhich individualsgo to restore thebeliefthat they hadsome control
over past failure events, with people stating that they shouldhave been able to read the
minds of others, predict the behavior of people they do not know, and have prior
knowledge of when people are going to die. Given the anxiety associated with failure
recollections,perhaps facing the possibility that one lacks sufficient control to prevent
the recurrence of a similar hurtful event is simply too much for most people to bear,
hence the distorted logic.
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Stone and Stone (1993) and Beck (1976) found that significant failures and set-
backs tend to trigger particularly severe bouts of self-criticism. Self-critical commentwas found in everynarrative inPhases 1 and 2, withone exception, an accountant who
attributed his failure to being distracted by noise when writing his exam. There was
frequent evidenceof participants castigating themselves for failure that was expressed
in derogatory self-labeling and negative self-judgment. What a fool I was, said
Barbara F., opera singer. I was stupidyou hear all the stories and yet you are still
taken in, said Mark M., pilot. You dont wantto be anass but by trying not tobe you
end up being one, said Richard P., golf professional. I could have done a better
jobbut I always think that when something turns out negatively, said Joan G.,
research scientist.
Although people used various self-criticisms within and between their stories, an
examination of the interview data to understand better the nature of self-critical
response revealed three distinctive response patterns, as reported in Cannon and
Nicholson (1997).
DISCUSSION
Perceptual Control Interpretation of Failure Recollection
The evidence from this study suggests that individuals reflecting on past failures
are primarily motivated by the need to reduce anxiety resulting from review of the
painful events. As participants talked about what they had learned from their setbacks
and how this could be used to prevent the occurrence of similar events in the future, a
reduction in anxiety was visible in facial expressions, body movements, and voice
quality. People appeared to be making themselves feel better by making sense of the
experiences in a manner that enhanced their perceived mastery over the future.Self-criticism typically is thought to be an anxiety-raising behavior. However,
when makingsense of past failure, self-criticism appears tobe a necessarymiddle step
in a three-step interpretive sequence employed by almost all the participants in this
study. The first step, triggered by the stimulus question, was the recall of a failure mem-
ory and the strong negative emotions associated with it. This affective response, most
often anger or sadness, was followed by a self-critical reaction that appears to act as a
source of negative motivation, a stick used by participants to make themselves
learn. Thelast step andoverall goalof theprocesswaspreventionthroughlearning, with
adaptive strategies being developed to minimize the possibility of future occurrence.
Grays (1987) argument that different motivational systems are associated with
positive and negative outcomes lends support to this interpretation. When individuals
anticipate or fear an aversive outcome (i.e., possible reoccurrenceof a similar failure),
they try to avoidor reduce itsnegativity through a behavioral inhibition systemin con-
trast to a behavioral approach system oriented toward positive outcomes.
This three-step interpretive sequence likely varies by individual rather than being a
straightforward linear process. For example, negative affect and self-critical response
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may occur simultaneously when self-criticism evoked in prior memory rehearsals is
imported into theprocess as part of therevised recollection. Reviews of a failure expe-rience may act to diminish the pain associated with it, the failure becoming resolved
over time and incorporated as a form of learning/adjustment with the strong emotions
stripped away. Zukier (1986) argues that narrative explanations offer respondents
flexibility because they require only internal validity. Storytelling allows for the
accommodation of contradictions and discontinuities, like thosefoundin the distorted
reasoning of participants in this study, and may partially explain peoples preference
for describing their failures in a narrative even when responding to questions that did
not ask for one (as tested in the pilot study).
An alternative explanation to the motivational viewpoint is the argument that peo-
ples interpretations of past setbacks are primarily post hoc rationalizations (Freud,
1917/1953; D. Locke & Pennington, 1982). To reduce anxiety, the individual inter-
prets the failure experience in a manner that makes it appear reasonable and accept-
able, explaining away theassociated anxiety through a form of justification. It is likelythat the individual interpretations examined here are in part a rationalization of the
past; however, almost all participants clearly had their eyes on the future, particularly
on future prevention. For them, interpreting the past served primarily a future need,
driven by the present need to feel safe by feeling more in control. This supports the
motivational view and adds credence to the notion that certain types of memories
remain vivid and accessible in a memory system originally evolved to keep us safe
from future danger.
Self-Regulation or Attribution?
Attribution and self-regulation theories differ in their treatment of sense-making:
Attribution theory takes a cognitive perspective on the past (seeking consistent sense-
making by reasoningabout causes); self-regulation theory takes a motivational stancetoward the future (energizing sense-making toward future goals). This exploratory
study offers more support for the latter than the former.
Logic suggests that individuals who are highly self-critical when describing an
eventare likelyto assigncause to internal (i.e., themselves)rather than externalfactors
(i.e., chance, others). Surprisingly, no such association was found. Instead of uni-
formlyhigh internal scores on theRussell locus of causality scale, results were evenly
spread across a range of 3 to 26 (minimum possible score 3, maximum possible score
27, the higher the score the more internal the cause is perceived to be). A closer look at
the narratives underscores this counterintuitive finding.
Ballet dancer Elena D. is a Catholic who describes her lack of success in trying to
getherdaughter into a Churchof England schoolby attendingthechurchandpetition-
ing the local vicar.
I havedone this wrong.Its like I have been dancing inanothers theatre.I couldhavedonethisat the
Catholicchurch andgotmy daughterintotheir school. I wasplayingintwo courtsandlying inboth. I
wasmisrepresenting myselfand didnot want it to happenthis way. I suspect in theend I went to the
wrongchurch.I shouldhave stayedwiththe Catholic churchand confessedmy wayward ways andI
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(my daughter) would have got in. I should have made her father go to church. Im not forceful
enough! I should have remained a Catholic and stuck with what I knew.
The many shoulds used by Elena in her explanation and the emotion she
expressed in telling it suggest strong self-criticism, yet minutes afterward, she scored
11out ofa maximum of 27on the Russell scale (high score = internallocus, low score =
external locus, median = 15.14 for Phase 1 sample).
Mark M., a pilot who flies jumbo jets to destinations around the world for an inter-
national airline, tells his story of a crash landing in which no one was hurt but serious
damage was done to the plane.
I felt embarrassed that it happened. There are 200 or more people behind you that you have just
depositedon thegroundin a most unfriendlymanner andalsoembarrassedin frontof thecabin crew.
This reflected on my competence. I thought Oh dear I have damaged a company plane. I immedi-
atelybeganthinking Did I do itcorrectly?and ranscenarios through my head of how I might have
handled it.
As Mark continues his story, he becomes increasingly nervous and agitated.
Thetwo captains that camein after me told me notto worryabout anythingtoldme that I haddone
allthe correct things. When I gothomeI wastiredand worried aboutwhat wasgoing tohappen even
thoughI knew what wasgoingto happen. I kept fluctuating between I didthe right thingand the
worse scenario. You can worry yourself to death.
On the day of the inquiry reviewing the accident, there was good news. The trace
reports in the flight recorder had been examined by the experts, and their verdict was
an exceptionally well flown approach under difficult circumstances. Despite this
positive outcome, Mark continues anxiously to question whether he had missed
anything anddonesomethingwrong throughout the research interviewconducted
2 years after the event. One could infer from this ongoing worry and agitation that he
sees himself as thecauseof thecrash. However, this is notthe case. Marks resulton the
Russell Causal Dimension Scale was the clearest external score reported in the study
(3outof 27,3 being theminimum score). Inhisown words,It wasbasically causedby
the wind. This illuminates the subtle difference between attributionWhat caused
it?and negative self-reactionHow could I have prevented it?
There were also numerous examples in thecollection of narratives in which weaker
self-criticismwas accompanied by internal attribution scores, underscoring theappar-
ent disconnection between self-critical and attributional behavior. To further explore
this disconnection, the researcher, using the interview transcripts, chose what he
judged to be the 12 narratives in the collection that expressed the strongest level of
expressed self-criticism and the 12 he judged to express the lowest level of self-
criticism. An independent rater also reviewed the interview notes, assessing level ofself-criticism with an interrater reliability for the high and low partition of .71. Mis-
matches were discussed, and a final list was agreed on. Causal attribution scores were
found to be spread across both partitions with no pattern of meaningful association
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detected (highest self-criticism casesM= 15.6, SD = 6.9; lowest self-criticism cases
M= 14.2, SD = 6.2).Although every participant in the study was able to assign cause when asked (by
verbalreport andscale), causalreasoning wasnot found tobeassalient a factoras attri-
bution theory suggests. Despite meeting Weiners criteria of being unexpected and
important events with an element of unfulfilled desire, in recounting their stories very
few people spontaneously discussed the underlying causes for the events. Responses
to the question Why did this happen? were clearly dominated by statements of self-
criticism linked with future prevention goals. As Ellis (1977) found in his psychoana-
lytic work, people are quite capable of blaming themselves for negative outcomes
regardless of whether they assign cause to themselves or to external forcesin the
words of one participant, They caused it but I am to blame.
A possible explanation for this paradox is that attribution is an adaptive sense-
making response or defense mechanismused by peopleat or near the time an outcome
takes place. In thecase of a failure outcome, causal reasoningmay offerquickreliefbyproviding an immediate way of explaining the negative surprise. Participants in
experiments that employ simulations, game-playing exercises, and hypothetical situa-
tions may not be deeply troubled by their failures. However, when an outcome is sig-
nificant andable to evokean element of real shock, ego threat, andsurprise, theurgent
need to make sense of theresultmaybe sufficiently strongto cause self-regulation and
attribution processes to engage simultaneously. As time passes, the cognitive reason-
ingof attribution fades in memory, while themore emotionalaspects of theexperience
remain. Resolution of this painful residue likelyrequiresa deeperunderstanding of the
event in the form of a more elaborate rationalization than that offered by analytical
judgments or evaluations. Participantsin this study struggled to give their recalled fail-
ures significant meaning, claiming to learn from them, gaining insights into them-
selves as a result of them, and even suggesting that these events had been sent by an
invisible hand topurposelyteachthema neededand valuablelesson. This islearning
as defensive sense-making, a process in which the narrative (spoken and perhaps
internal) serves a therapeuticrole. If,when cued by chancestimuli or questioning, an
individual explains a failure experience by telling or mentally reviewing the story of
it, he or she may eventually come to understand or resolve it. In this sense, a bad
story, such as the breakup of a marriage, can over time turn into a good story
(Zukier, 1986), at which stage the interpretive sequence proposed here would no
longer be necessary. Having been resolved, the past experience can join that collec-
tion of personal setbacks that this study didnotaccess, those that no longerseriously
threaten.
Causal reasoning, likely bringing some comfort to the individual by exercising
mind over emotion (i.e., I know thecause),ultimately maybe less effective in reduc-
ing deeper anxiety than self-regulatory processes that enhance peoples illusions ofcontrol by enhancing their illusions of efficacy (i.e., I can do something about it).
The additional attraction of self-regulation is that it allows people to convert threaten-
ing, stable, and uncontrollable causes to less threatening, unstable, and controllable
causes (Wilson & Linville, 1982), which can then be remedied through self-
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motivation. This underscores the point that when time is factored in, underlying
motives cannot go ignored. To understand how people learn, it is first important tounderstand why they learn.
The Artist, the Athlete, and the Businessperson
Keeping the temporal dimension in mind, some participants reported learned
responses that appeared to allow them to face failure earlier than others. Most of the
businesspeople and more than half the professional people in the sample claimed to
try and forget about their past setbacks. As Sophie R., the financial administrator,
stated, I have to carry on, there is no time to mope. In contrast, the full-time athletes
were obsessed with failure, reportingspendinghours studying videotapes to detectthe
smallest flaws in their performances and having long discussions with coaches about
what went wrong. They describe themselves as control freaks and have the highest
average internal locus-of-control scores of all the occupational subgroups, as meas-ured by the Levenson scale (Levenson & Miller, 1976). This instrument gauges a per-
sons generalized expectancy that events are either contingent on ones own behavior
or due to chance or powerful others. Locus-of-control measures are considered rea-
sonably stable across situations and differ from Russells internal-external locus of
causality (discussed earlier), which is situation specific.
The three athletes in the study believed that through rigorous training and well-
planned strategy they could virtually eliminate the role of chance in event outcomes.
Theprofessionalgolfer, Richard P., hadthehighest locus-of-control score in thePhase 1
sample (42, maximum score 48), the average locus-of-control score for the athletes
being 39.3 (SD = 3.31, possible scores 8-48). At the opposite end of the internal-
external locus-of-control continuum were the creative artists, withconsiderably lower
internal scores (average27.1, SD = 4.00).They ratedhighlyquestions on theLevenson
scale gauging external locus such as To a great extent life is controlled by accidentalhappenings andfrequently expressedtheview that outcomes,both negative andposi-
tive, are often determined by fate or luck. Describing progress in their work as result-
ing partly from trial and error, the artistsclaim to be able to face up to failure near to
when it occursmay be assistedby this acknowledgmentof externalfactors. Perceiving
luck or fate as a determinant can take some of the sting out of negative events by pro-
viding ego-protecting excuses (Basgall & Snyder,1988). Whenpeople see themselves
as only partial agents in a failure, they may be more willing to review the experience
and to approach the outcome less defensively than those who see themselves as the
prime agent. They may also be more open to the possibility that the future might not
evolve as expected (Kahneman & Tversky, 1979).
The businesspeople and professionals had a mix of internal and external locus-of-
control scores, females tending to have lower internal scores than males. Reporting
that they put off thinking about setbacks until forced to deal with them, most of the
businesspeopleand professionalsbenefitedneither fromthe obsessive needforcontrol
that drives athletes to dissect failure nor from the belief in luck or fate that may help
alleviate thepain felt by creativeartists. In this sense, they appear to be themost disad-
vantaged occupational group.
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In addition to locus-of-control differences, artists and athletes describe processes
(e.g., ritualized debriefings) andbeliefs (e.g., success is only possible through failure)that are an inherent part of their working environments, encouraging them to think
about and discuss personal failures earlier on. Although it is unlikely that artists and
athletes have the secret formula to learning from failure, there is some evidence from
this study to suggest that peoplewhoself-select into certain walks of life (and perhaps
women) have useful lessons to teach the world of business. Occupational community
andgender appear twopromisingavenuesfor further inquiry regarding social andindi-
vidual difference in response to failure.
Implications for Research
If outcome experiences that threaten are remembered because they follow an
ancient adaptive mechanism, as is argued here, then much of what we have learned
about cognitive response to experimentally induced failures is unlikely to be directlyapplicable to the kind of failure experiences examined by this research. Cognitive
theorists, in their treatment of outcome sense-making,have emphasized higher mental
calculationalprocesses.Banduras careful evaluator, Weinerscausal analyst, andKel-
lys (1955) man the scientist all portray people as using their experience as historic
data in a process of rational and intelligent adaptation. In this study, the cooler ana-
lytical responses to failure such as causal reasoningandgoal evaluation appear to lack
durability in long-term memory, suggesting that they may be essentially proximal
response processes. What was found to remain well remembered years after a failure
experience is the anger, the sadness, the surprise, the self-criticismprocesses more
reactive than thoughtfully reflective.
Because research on learning from failure has focused on the proximal experience
of failing, negative affect and self-criticism have been treated essentially as suppress-
ers, acting to limit the generation of possible alternative strategies of action. Thisexploratory research hasgiven renewed emphasis to thestrongmotivational and inter-
pretive roles these responsesplay in makingsense of recollected failure.By itsnature,
motivation is a concept affectedby how people think about their past andfuture. Being
among the first to make the motivational argument, Lewin (1943) described individu-
als as pulled to behave by their conceptions of the future, in the form of goals, and
pushed to act by their recollections of past experiences. This motivational bridge
connecting the present to the future forms the basis of much psychoanalytic theory
(Kihlstrom, 1995) and to the layperson is an intuitivelyobvious concept. Despite this,
calls to further explore the role of the temporal dimension by pioneers in the field of
motivational response to outcome have essentially gone unheeded.
While concentrating most of his attentionon positive self-motivation in the flow of
ongoing experience, Bandura (1991, p. 275) states that he is uncertainabout the distal
effects of failures and calls for more effort to be made toward understanding the long-
term effects of negative outcome. This study takes an initial step toward tackling this
challenge, suggesting that differences between proximal anddistal response to failure
are greater than expected and providing evidence to encourage necessary investment
in longitudinal studies aimed at tracking failure sense-making through time.
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