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Abstract

When forecasting decisions in conflict situations, experts are often advised to figuratively stand in the other person's shoes. We refer to this as "role thinking", because, in practice, the advice is to think about how other protagonists will view the situation in order to predict their decisions. We tested the effect of role thinking on forecast accuracy. We obtained 101 role-thinking forecasts of the decisions that would be made in nine diverse conflicts from 27 Naval postgraduate students (experts) and 107 role-thinking forecasts from 103 second-year organizational behavior students (novices). The accuracy of the novices' forecasts was 33% and that of the experts' was 31%; both were little different from chance (guessing), which was 28%. The small improvement in accuracy from role-thinking strengthens the finding from earlier research that it is not sufficient to think hard about a situation in order to predict the decisions which groups of people will make when they are in conflict. Instead, it is useful to ask groups of role players to simulate the situation. When groups of novice participants adopted the roles of protagonists in the aforementioned nine conflicts and interacted with each other, their group decisions predicted the actual decisions with an accuracy of 60%.
Role thinking: Standing in other people’s shoes to forecast decisions in conflicts !
Kesten C. Green*
International Graduate School of Business and Ehrenberg-Bass Institute for Marketing Science,
University of South Australia, Adelaide, SA 5000, Australia. (kesten.green@unisa.edu.au)
J. Scott Armstrong
The Wharton School, University of Pennsylvania, Philadelphia, PA 19104, U.S.A.
(armstrong@wharton.upenn.edu)
Forthcoming in the International Journal of Forecasting in 2010
Abstract
To forecast decisions in conflict situations, experts are often advised to figuratively stand in the other
person’s shoes. We refer to this as “role thinking” because, in practice, the advice is to think about
how other protagonists will view the situation in order to predict their decisions. We tested the effect
of role thinking on forecast accuracy. We obtained 101 role-thinking forecasts of the decisions that
would be made in nine diverse conflicts from 27 Naval postgraduate students (experts) and 107 role-
thinking forecasts from 103 second-year organizational behavior students (novices). The accuracy of
the novices’ forecasts was 33% and the experts’ 31%; both were little different from chance
(guessing), which was 28%. The lack of improvement in accuracy from role thinking strengthens the
finding from earlier research that it is not sufficient to think hard about a situation in order to predict
the decisions groups of people will make when they are in conflict. It is useful instead to ask groups of
role players to simulate the situation. When groups of novice participants adopted the roles of
protagonists in the aforementioned nine conflicts and interacted with each other, their group decisions
predicted the actual decisions with an accuracy of 60%.
Keywords: combining forecasts, evaluating forecasts, expert judgment, group decision making,
organizational behavior, perspective-taking, role playing, simulated interaction, unaided judgment
*Corresponding author
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Kesten C. Green (Ph.D., VUW, 2003) has previously published in the International Journal of
Forecasting and was awardedBest Paperfor his first paper on forecasting decisions in
conflicts. Kesten established the conflictforecasting.com and publicpolicyforecasting.com
Internet pages to encourage and disseminate research on these problems. He is also co-director of
the forecastingprinciples.com Internet site. Kesten has advised the Department of Defense and the
National Security Agency on forecasting, and his work has been covered in the London Financial
Times, and the Wall Street Journal.
J. Scott Armstrong (Ph.D., MIT, 1968), Professor of Marketing at the Wharton School,
University of Pennsylvania, is the author of Long-range Forecasting, the creator of
forecastingprinciples.com, and editor of Principles of Forecasting (Kluwer 2001), an evidence-
based summary of knowledge on forecasting. He is currently involved with attempts to show how
evidence-based approaches can produce more accurate and useful forecasts for: (1) election
forecasting, as described on PollyVote.com; (2) climate change forecasting, as described on
theclimatebet.com; and (3) terrorism forecasting, as described on conflictforecasting.com. His
book, Persuasive Advertising, was published in 2010 by Palgrave Macmillan.
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Introduction
We examined the problem of predicting the decisions people will make in important and novel
conflict situations such as occur in politics, war, business, and personal affairs. To date, neither
statistical nor casual models have been found to be feasible for such situations and so decision
makers must rely on judgmental methods.
Conflict situations are often complex because they involve interactions between two or
more parties with divergent interests. The complexity of conflicts provides fertile ground for
hindsight bias. Experts delight in claiming that the proper decisions in conflict situations were
obvious and that the actual decisions were misguided (Fischhoff 1975; Tetlock 2005).
One possible reason for decisions that appear absurd in retrospect is that people involved
in conflicts fail to properly consider the viewpoints of other protagonists. Robert McNamara,
head of the U.S. Department of Defense during much of the Vietnam War, drew this conclusion
in the documentary, The Fog of War (Morris 2003). Experimental evidence shows that roles have
a profound influence on people’s behavior. Babcock et al. (1995), found that research participants
presented with identical briefing material on a legal dispute made very different estimates of the
money settlement a fair judge would hand down depending on whether they were given the role
of lawyer for the defendant or for the claimant. Cyert et al. (1961) found that participants who
were given the role of “cost analyst” made substantially different forecasts from those who were
given the role of “sales analyst” even though they were given the same data.
One of the lessons McNamara said he had learned from his involvement in the Vietnam
War was that he should have put himself in the shoes of the enemy. Galinsky and Mussweiler
(2001) conducted an experiment on “perspective taking” that supports McNamara’s belief.
Participants in the experiment who thought about an opponent’s situation when involved in mock
negotiations tended to obtain better outcomes for themselves. Rothbart and Hallmark (1998),
however, found in their experiment that participants who were asked to take on the role of either
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the defense minister or a citizen of one of two imagined countries involved in a conflict
irrationally expected coercive strategies to be effective against the other country, but not against
their own. Furthermore, Epley et al. (2004), in a series of experiments, found that in assessing the
perspectives of others, people tend to anchor on their own perspective, and that their adjustments
are incremental and partial even in the presence of incentives to make accurate assessments.
The broad advice to put oneself in the other person’s shoes is commonly given to people
who deal with conflict situations. For example, Nalebuff and Brandenburger (1996, p. 52)
suggested, “To anticipate other players’ reactions to your actions, you have to put yourself in
their shoes and imagine how they’ll play the game.” We call this advice “role-thinking.”
Given the potential benefit from following such advice, we investigated an approach to
improving judgmental forecasting for conflicts by deriving forecasts from experts’ analysis of
information about the roles of the protagonists.
Comparison of role thinking with unaided judgment and role playing
In designing our research, we followed the multiple hypotheses approach advocated by
Chamberlin (1890) by comparing the accuracy of plausible alternative methods. The methods we
compared were role thinking, unaided judgment, and role playing. Given the uncertainty
surrounding the prior research, we expected that our findings would be useful, no matter what
they turned out to be.
The most common approach to forecasting decisions in conflict situations is unaided
judgment. By unaided, we use the narrow definition ofjudgmental procedures unaided by
evidence-based forecasting procedures.” This definition does not preclude drawing upon
knowledge about the situation and other similar situations, and discussing the forecasting problem
with other experts.
For the method that is the subject of this research, role thinking, to be useful for
forecasting it would need to outperform unaided judgment. We expected that following the
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injunction to “put yourself in the other person’s shoes” in a structured manner would improve
people’s ability to predict the decisions made by parties in conflict situations. And we expected
that those with more expertise in conflicts would be better able to use role information to derive
more accurate forecasts. However, we had reservations over the extent of any improvement in
forecasting accuracy from the use of role thinking. We expected that trying to represent a novel
conflict in a realistic way by thinking through the interactions of protagonists with different roles
would prove to be difficult. Role thinking would likely result in a cognitive overload as the
possibilities became enormous after only a few exchanges.
We had no expectations about the conditions under which role thinking would be
relatively more effective, nor did we have the resources to conduct studies using large numbers of
situations in order to asses the effects of different conditions.
We expected that utilizing role information by asking a group of people to each adopt the
role of a protagonist and to then interact with those who adopted the roles of the other
protagonists would be more realisticand thus more effectivethan asking experts to think hard
about the roles and interactions (role thinking). Evidence on the validity of role playing dates
back to the 1960s. Armstrong (2001) reviewed the evidence. For example, in response to the
concern about the effects on subjects of participating in the Milgram experiments on blind
obedience in the 1960s, researchers examined whether it might be sufficient to have participants
role play as if they were subjects in an experiment. The outcomes of the role-plays matched up
closely with the results in six out of seven laboratory experiments. The close matches occurred
even though people using their unaided judgment were unable to predict the outcomes of some of
these experimentsmost notably the Milgram obedience studies themselves. Mixon (1972), for
example, found that psychology experts, when presented with one of the experimental designs,
predicted that about one percent of the subjects would be fully obedient, whereas, in the
laboratory experiment, 65% were fully obedient. Thus, while we expected that role thinking
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would be superior to unaided judgment, we expected that role-playing of conflict situations, in the
form of the simulated interaction method (Green 2005), would be superior to role thinking.1
Conflict situations for our test
To assess the accuracy of forecasts from role thinking, we employed the nine conflict situations
that we used in our earlier research. The situations are briefly described in Table 1. Research
participants were provided with one-to-two page descriptions of the situations and descriptions of
the roles of major protagonists. The number of parties and roles that were described for each of
the conflicts are indicated in brackets after each conflict name in the Table.
Table 1: Brief descriptions of conflict situations
Artists Protest (2, 4): Members of a rich nation’s artists’ union occupied a major gallery and
demanded generous financial support from their government. What will be
the final resolution of the artists’ sit-in?
Distribution Channel (2, 4): An appliance manufacturer proposed to a supermarket chain a novel
arrangement for retailing their wares. Will the management of the
supermarket chain agree to the plan?
55% Pay Plan (2, 4): Professional sports players demanded a 55 percent share of gross revenues
and threatened to go on strike if the owners didn’t concede. Will there be a
strike and, if so, how long will it last?
Journal Negotiations (2, 4): Editors have asked their journal’s publisher for better terms and have
received an unfavorable response. What agreement do the parties come to?
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1""The early research of forecasting people’s decisions by simulating the situation using interacting role-
players used the term “role-playing” to refer to the method. Because the term “role playing” is widely used
to refer to various techniques with purposes other than forecasting, we coined the term “simulated
interaction” to refer the forecasting method. The distinctive newer name has the added advantage of
reducing the chances of confusion in readers, for example with role thinking. "
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Nurses Dispute (3, 5): Angry nurses increased their pay demand and threatened more strike action
after specialist nurses and junior doctors received big increases. What will
the outcome of their negotiations be?
Personal Grievance (3, 5): An employee demanded a meeting with a mediator when her job was down-
graded after an evaluation by her new manager. What will the outcome of the
meeting with the mediator be?
Telco Takeover (2, 4): An acquisitive telecommunications provider, after rejecting an offer to buy
the mobile business of another, made a hostile bid for the whole corporation.
How will the stand-off between the companies be resolved?
Water Dispute (3, 5): Troops from neighboring nations moved to their common border and the
downstream nation threatened to bomb a new upstream dam. Will the
upstream neighbor agree to release additional water and, if not, how will the
downstream nation’s government respond?
Zenith Investment (2+, 9): A board committee of a large manufacturer evaluated an investment in
expensive new technology in the face of political pressure. How many new
manufacturing plants will the corporation decide to commission?
Descriptions of two of the conflicts used in the previous research were prepared as the situations
unfolded (55% Pay Plan and Nurses Dispute); that is, the authors did not know what decision
would be made when they wrote the descriptions. The other seven conflict situations were
obscure and unlikely to be recognized or were disguised to prevent participants from recognizing
them. In six instances, participants in our research on role thinking recognized the actual situation
and those responses were excluded from our analysis.
There were two protagonists in eight of the situations and we used two roles to represent
each of the two protagonists. By describing two roles per party the possibility of interactions
within a party, as well as between the parties, was suggested to all participants and was
accommodated among simulated interactions participants. Three situations involved a mediator
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and we used a single role for that person. The one situation with nine roles involved a committee
without clear parties. All of the role descriptions were short. Here is an example from the Telco
Takeover conflict:
Role of Expander Telco Chairman Al Exley
Under you leadership for the past 15 years, telephone company Expander has grown rapidly with
the acquisition of more than 250 companies. Recently, Expander was approached by Localville
Telco. Localville wished to explore the possibility of selling its mobile phone business to
Expander. You rejected the proposition, as Expander’s policy is to be able to offer local
telephone services as well as mobile when it moves into a new territory. Localville as a whole,
however, would be an attractive acquisition (the companies’ territories are complementary) and
Expander has offered to buy Localville at a price-per-share that was 40% higher than the price
prevailing at the time of the offer. So far, the Localville board has rejected this offer, but you and
your son (Expander CEO, Brad Exley) believe Localville is a prize worth fighting for.
Role thinking method
The research participants, who are described below, were provided with descriptions of some or
all of the situations and of all the associated roles. Appendix A provides the disguised description
of one of the situations (Water Dispute) and the associated role descriptions. The actual Water
Dispute situation involved two main parties, Syria and Iraq, in a dispute over the waters of the
Euphrates River. Saudi Arabian government minister Sheik Yamani became involved in an
attempt to avoid war between the two countries. The forecasting problem was to predict whether
there would be a decision to go to war or to bomb the dam that was restricting the supply of water
to Iraq, or to release more water.
Participants were led through the role-thinking procedure by a questionnaire that we
devised for the purpose (Appendix B). The questionnaires start with a briefing for participants
that states: “A person’s role can make a big difference to how he or she views a situation, so it
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can be difficult to predict what decisions will be made when people interact with each other. In
the following table, please indicate which decision you think each party in the situation just
described would prefer to be made and assess how likely it is that each party’s preferred decision
will actually occur.”
Each questionnaire included a list of between three and six decisions that might plausibly
have been made in the conflict situation. For example, in the case of the Nurses Dispute, research
participants were asked to choose between (a) nurses’ demand for an immediate 7% pay rise and
a 1-year term were substantially or entirely met, (b) management’s offer of a 5% pay rise and a 2-
year term were substantially or entirely accepted, or (c) a compromise was reached.
The questionnaire prompted participants to nominate which of the decisions each party in
the conflict would prefer and why, how the party would go about trying to achieve the preferred
decision, and the chances out of 10 that the party’s preferred decision would be made. Finally, the
questionnaire asked participants, having completed their analysis, to pick which of the decisions
was most likely and why it might and might not occur. The process was intended to encourage
participants to think hard about how the roles of the protagonists would affect their preferences
and decisions.
There were two role-thinking sessions. One was at Victoria University of Wellington,
New Zealand, in April 2005, and the other was at the Naval Postgraduate School in Monterey,
California, in May 2005. Both sessions were conducted during class time, and no incentives were
offered for participation.
Research participants and their instructions
Participants in the role-thinking session in Wellington were 103 students who were enrolled in a
second-year organizational behavior course. The students were shown the following instructions
on “Predicting Decisions in Conflict Situations,” and had the balance of 50 minutes of class time
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to complete the task. In practice, most of the students took in the order of 20 to 30 minutes to do
so.
1. The research you are about to participate in is part of an investigation into how
best to make predictions about the decisions people make in conflicts.
2. In front of you is the description of a real conflict situation. Other participants
have descriptions of other situations; there are nine in total. The situations are
disguised or obscure, so you are unlikely to recognize the actual situation.
3. Your task is to make judgments about the preferences and decisions of the
parties involved in each situation.
4. Please read the description and then answer the questionnaire. Use the reverse
side of the questionnaire if you need more space.
The students were mostly about twenty years of age. In order to obtain a measure of their
expertise beyond what we could already assume from their youth and undergraduate status, we
asked them to rate their specialist experience in conflict management and their experience with
conflicts similar to the conflict situation they had been presented with. The median of the
students’ responses to these questions, using a zero-to-10-scale, was zero for both questions. We
refer to these participants as “novices.”
Participants in the role-thinking session at the Naval Postgraduate School at Monterey,
CA, were 27 naval postgraduate students in a morning and an afternoon class each of two hours
in length. They each had copies of material for one of nine sets of four conflict situations placed
face down in front of them, and were given similar instructions to the undergraduate students
except that they were asked to examine four situations and were given 30 minutes for each.
The naval postgraduate students were between 27 and 35 years of age and thus had in the
order of 10 years of experience in the adult world compared to none for the undergraduate
students. They were navy officers with commensurate responsibilities and substantially greater
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training for and experience with conflict situations than the young New Zealand university
undergraduate students. The median of their self-assessed specialist conflict management
experience ratings was 4 out of 10 which, when compared to the average zero rating of the
undergraduate students, is consistent with the difference in the ages and experience of the two
groups. The median of the postgraduates’ ratings of their experience with similar conflicts was 1
(out of 10), which is consistent with them having spent their adult lives as navy officers when the
conflict situations used in the research were diverse with only one (Water Dispute) having martial
elements.
While it would have strengthened our findings if we had obtained the services of top
experts in the domains of each of the conflicts we used as participants, we did not have the
resources to do so. Importantly, however, there is little evidence that top experts are able to
perform judgmental tasks better than people with more modest credentials (see, e.g., Green and
Armstrong 2007a; Tetlock 2005). As for the relevance of the naval postgraduates’ expertise for
conflicts involving pay negotiations and commercial takeover battles, for example, we suggest
that knowledge of conflicts from one domain may be sufficient to qualify its possessor as an
expert because the problems that we gave them all involved predicting human behavior in conflict
situations.
For the purposes of this research, then, we refer to the naval postgraduate students as
“experts.” We expected that if there were any gains to expertise in the use of the role-thinking
method, they would show up in a difference between the accuracy of forecasts derived from their
analysis and those derived from that of the young undergraduate organizational behavior students.
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Findings from role thinking experiments
We obtained 107 role-thinking forecasts from the novice participants for eight conflict situations
and 101 forecasts from the expert participants for nine conflict situations. The data are available
on the Internet 2.
The un-weighted average accuracy of the experts’ role-thinking forecasts was 31%,
which was slightly less accurate than the forecasts of experts who used their unaided judgment, at
32% (Table 2) 3. Excluding the Journal Negotiations conflictfor which we had no experts’
unaided judgment forecastsfrom the calculations makes no difference to the figures at two
significant digits. Novices’ role-thinking forecasts were, however, on average for the eight
conflicts common to both sets of results, more accurate at 33% than novices unaided judgment
forecasts at 25%. When novice and expert forecasts are pooled for all nine conflicts, role-thinking
forecasts were on average somewhat more accurate, at 32%, than unaided judgment forecasts at
27%. Our expectation that use of a role-thinking procedure would improve judgmental forecasts
of decisions in conflicts received little support.
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2"At http://kestencgreen.com/responses---role-thinking.xls. "
3"Statistical significance tests: We do not provide the findings of tests of statistical significance because
there is no evidence that they are relevant to evaluating forecasting methods. With a large enough sample,
any difference would be statistically significant even if trivial. In addition, the choice of a null hypothesis is
crucial, because significance testers would advocate that it should be adopted when a differences is not
statistically significant. In our case we could use any of the competing hypotheses as the null, although,
given the evidence to date, simulated interaction would be most appropriate. There are many other reasons
for avoiding statistical significance testing (see Armstrong 2007), the most important one being that there is
no empirical evidence to support the view that it can improve decision making, whereas it is easy to show
harm (Ziliak and McCloskey, 2008; Hauer, 2004).
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Table 2
Accuracy of role-thinking forecasts vs. unaided judgment* and chance
Percent accurate (number of forecasts)
Unaided
Role
judgment
thinking
Situation
Chance
Novices
Experts
Novices
Experts
Distribution Plan
33
5
(42)
38
(17)
0
(14)
0
(13)
Artists Protest
17
5
(39)
10
(20)
8
(13)
0
(12)
55% Pay Plan
25
27
(15)
18
(11)
13
(12)
8
(13)
Telco Takeover
25
10
(10)
0
(8)
13
(16)
18
(11)
Journal Negotiations
25
12
(25)
-
-
25
(12)
30
(10)
Personal Grievance
25
44
(9)
31
(13)
-
-
36
(11)
Zenith Investment
33
29
(21)
36
(14)
46
(13)
55
(11)
Water Dispute
33
45
(11)
50
(8)
75
(16)
56
(9)
Nurses Dispute
33
68
(22)
73
(15)
82
(11)
73
(11)
Averages (unweighted)
28
27
(194)
32
(106)
33
(107)
31
(101)
ex-Journal Negotiations
28
29
(169)
32
(106)
34
(95)
31
(91)
ex-Personal Grievance
28
25
(185)
32
(93)
33
(107)
30
(90)
ex-both
28
27
(160)
32
(93)
34
(95)
30
(80)
*Unaided judgment data are from Armstrong (2001) and Green and Armstrong (2007a).
Information on the novices and the experts who provided unaided judgment forecasts, including
their names, is available in Green and Armstrong (2007a) and in Green and Armstrong (2007b).
The novices were similar to novices in the role-thinking experiments (undergraduate students)
while the experts were in many cases more senior than those in the role-thinking experiments.
Additional information on the participants in the earlier work is available at
http://www.forecastingprinciples.com/files/pdf/Green-Expert%2520sources.pdf.
When forecasts for the one conflict for which novice forecasts were not also available
(Personal Grievance) are excluded, 30% of the experts’ role-thinking forecasts were accurate
compared to 33% of the novices’. That analysis is on the basis of the broad distinction between
the expertise of undergraduate students (novices) and that of mature graduate student navy
officers (experts). It takes no account of differences in specialist conflict management experience
or of experience with similar conflicts or of the time the participants spent on their analysis. We
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reasoned that participants from among the navy officers who had more of such relevant and direct
experience should be better able to use the information we provided and that participants who
spent more time on the analysis would also make better use of the information. We therefore next
analyzed the effect of prior experience and the time spent on the task for all the role-thinking
responses (novices and experts combined) for each conflict using participants’ answers to our
questions about their experience and the time they spent on the task.
The 67 role-thinking forecasts from those with some experience as conflict management
specialists were only a little better at 33% accurate than the 141 forecasts of those with no
experience at 31% accurate. Experience with conflicts similar to the one being analyzed did help,
however; the 102 forecasts of participants with such experience were more accurate than the 102
forecasts of those with no such experience at 38% accurate compared to 29%.
Spending more time on the role-thinking task was associated with forecasts that were
somewhat more accurate; the 82 forecasts derived from analyses of 25 minutes or more were
somewhat more accurate at 35% than the 31% accurate forecasts out of the 125 forecasts from
briefer analyses. However, earlier research had found that forecast accuracy was somewhat
negatively related to the time experts spent deriving their forecasts (Green 2005).
Comparison with forecasts from simulated interaction groups
Armstrong (2001) and Green (2002, 2005) used simulated interaction for the aforementioned
conflict situations. In contrast to the role thinking treatment, participants in the simulated
interaction experiments were given information only on their own role. The participants, who
were predominantly undergraduate students, were told to read the role description they had been
given, to put on a name badge for the role, and to adopt the role for the duration of the session.
Having adopted their roles, they were instructed to read the situation description.
The participants were instructed to introduce themselves to the other participants while in
their roles. They were free to meet and to break into smaller groups as often as they considered
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necessary on order to reach a decision. The simulations typically lasted between 30 and 60
minutes.
Each group’s decision was taken as a forecast of the actual protagonists’ decision.
Note that we are here comparing group versus individual forecasts. However, given that
unaided-judgment and role-thinking forecast accuracy differed little from guessing, combining
the individual forecasts from those methods would do little to increase accuracy.
The simulated-interaction forecasts were accurate for 60% of the predictions, which was
a substantial improvement over role-thinking forecast accuracy of 32%. Simulated interaction
forecasts were more accurate than the role-thinking forecasts for all of the nine conflicts. In
addition, when the simulated interaction forecasts were combined across the groups (an average
of 14 groups simulated each situation) the modal decision was accurate for eight of the nine
conflicts, or 89%.
Conclusions and recommendations
Despite being a commonly recommended procedure, there was little prior evidence on whether
role thinking can help predict decisions by opponents in conflict situations. We conducted
experiments and obtained forecasts of the decisions that would be made in nine diverse conflict
situations from 103 undergraduate students (107 forecasts) and from 27 Naval postgraduate
students (101 forecasts) who all used a role-thinking method we devised. Role thinking was little
better than guessing.
We suspect the poor showing of role thinking is because people are unable to think
through complex interactions between protagonists with different roles in ways that realistically
represented the situation.
In light of the evidence, there is little support for the use of role thinking. The forecasts
are unlikely to be accurate, and decision makers might be lulled into a false sense of confidence
that by metaphorically “standing in the other person’s shoes” they know what will happen.
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Our findings on role thinking reinforce our findings from previous research: in order to
obtain accurate forecasts of the decisions the protagonists will make in a conflict situation, one
should ask groups of people to adopt roles and to simulate the interactions between the
protagonists.
Acknowledgments
We thank Jon Czarnecki for conducting role-thinking sessions with his students at the Naval
Postgraduate School, and Hans Hansen for access to his undergraduate students. We also thank
Kay A. Armstrong, Michael Beyerlein, Don Esslemont, Paul Goodwin, Andreas Graefe, Joe
Daly, Nigel Harvey, Philip Schrodt, Bill Zangwill, and three anonymous reviewers for their
comments and suggestions, and Soo Lee for her suggestions on the writing.
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Ziliak, S. T. & McCloskey, D. N. (2008). The cult of statistical significance: How the standard
error costs us jobs, justice, and lives. Ann Arbor, MI: University of Michigan Press.
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Appendix A: Example situation description
International Water Dispute
Today is June 3, 1975. Two poor and arid Asian countries, Midistan and Deltaland, are in dispute over access to the waters of the
River Fluvium. The river rises in Uplandia, whose plentiful rain contributes at least 90% of the flow. It then runs through Midistan
where the scanty rainfall makes up the rest of the flow and then on through Deltaland to the sea. Relations between the two
disputants have deteriorated badly, and the Government of Concordia has stepped in, in an attempt to mediate an agreement.
Uplandia is not involved in this dispute.
Background
Both Midistan and Deltaland depend heavily on Fluvium water for irrigation. Midistan also uses the river for generating
electricity. Deltaland has exploited the waters of the Fluvium since ancient times. Uplandia and Midistan, on the other hand,
started to make substantial use of the river’s water only about ten years ago. Eighteen months ago, Uplandia began filling its new
dam at Updama. A few months later the new Soviet-constructed dam at Mididam in Midistan became operational.
Midistan and Deltaland are ruled by leaders who came to power after military coups. They are loosely aligned to the Soviet
Union. Their armed forces are similar in size both are large and battle-hardened.
Recent developments
On April 7, Deltaland accused Midistan of putting at risk the lives of the three million Deltaland farmers dependent on the water
of the Fluvium by diverting excessive volumes from the river. The Deltaland News Agency reported the protest came “as a result
of the lack of response by the Midistani Government to all efforts exerted by the Deltaland Government for years to reach an
agreement...”. Two days later, the Deltaland Government issued a statement saying it would take whatever steps were necessary
to ensure access to the waters of the Fluvium and would hold Midistan responsible for any harm to Deltalandish farmers. A
congress of Midistani political leaders, on the same day, condemned the Deltaland regime for plotting with enemies of Midistan
and betraying the common heritage of the two countries. There were reports that 200 military and civilian leaders had been
arrested, in the lead-up to the conference, on charges of plotting against the Midistani Government. Those arrested included the
director of a news agency and a former director of Midistani television.
The Midistani Government explained their position on the disagreement over access to Fluvium water in an official statement
released on April 19. In the statement, Midistan blamed the current crisis on the Deltaland Government’s unwillingness to enter in
good faith into tripartite negotiations with Midistan and Uplandia for a permanent agreement over sharing the water. Deltaland
instead had conducted secret negotiations with Uplandia. Midistan claimed to have reached provisional agreement with Deltaland
two years before for the flow of water during the winter just gone, but had stipulated that the agreed volume would have to be
revised when the Updama dam began to fill. Midistan accused Deltaland of avoiding negotiations over this issue when Uplandia
had commenced filling the Updama dam in January of last year.
The statement also claimed that, despite substantial reductions in, and interruptions of, the flow of water out of Uplandia, Midistan
had allowed 70% of the water received to flow on into Deltaland, had released an additional 200 million m3 (0.7% of the usual
annual inflow) during the middle of last year in response to a request by Deltaland and, during last winter had let 75% of water
from Uplandia flow on to Deltaland. Further, Midistan accused Deltaland of failing to modernise its irrigation methods in order to
make more effective use of the water it does receive.
In response, Deltaland maintained its claims that more water than was required for electricity generation had been withheld and
that only half of the water to which Deltaland was entitled had been received.
Claims and counter-claims by Midistan and Deltaland continued through April and May, as did mediation efforts by neighbouring
countries including the wealthy regional leader, Concordia. Midistan accused Deltaland of assassinations and mass executions of
dissidents on May 7 and, a week later, closed its airspace to Deltalandish aircraft in response to mistreatment of Midistani airline
personnel employed in Deltaland. On May 25, Midistan ordered the immediate closure of one of Deltaland’s consulates in
Midistan. On May 28 a Midistani military official in Deltaland was stabbed and, on May 29, Midistan accused the Deltalandish
government of executing 80 government opponents. By June 2, there were reports that both sides had moved troops to the border
between the countries and that Deltaland had threatened to bomb the Mididam dam. In response to the deteriorating situation,
Concordia renewed its efforts at mediation and a meeting between ministers from the three countries is to be held.
The meeting
Today, Government ministers and officials from the Midistan, Deltaland, and Concordia will meet to try to resolve the dispute.
Those present at the meeting will be a senior Minister from the Kingdom of Concordia, and the Foreign Ministers of the
Republics of Midistan and Deltaland each accompanied by a military adviser. A statement will be issued at the end of the meeting.
The statement may be one of three alternatives. The gist of these statements are as follows:
(a) Midistan has decided to release additional water in order to meet the needs of the Deltalandish people
(b) Deltaland has ordered the bombing of the dam at Mididam to release water for the needy Deltalandish people
(c) Deltaland has declared war on Midistan.
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Role of Republic of Midistan Foreign Minister Mohammad Fareed
A crisis over access to water is brewing between the poor Asian nation, Midistan, and the neighbouring Republic of
Deltaland. As Midistan’s Foreign Minister, you are attending a meeting with your Deltaland counterpart (Daud Fawaz)
and a senior Minister from the Kingdom of Concordia a wealthy regional power. The Minister from Concordia
(Karim Khalid) will attempt to mediate an agreement. The crises has already led to military preparations by both sides.
Before joining the meeting you will discuss objectives and strategy with the military adviser who has accompanied you
General Mustafa Ahmad.
As far as you and your government are concerned, Midistan has acted responsibly in a difficult situation that is not of
Midistan’s making. You are directly responsible to your President who, along with you and the rest of the Midistan
government, came to power after a military coup.
Role of Republic of Midistan Military Adviser General Mustafa Ahmad
A crisis over access to water is brewing between the poor Asian nation, Midistan, and the neighbouring Republic of
Deltaland. You are attending a meeting with Deltaland government representatives and a senior Minister from the
Kingdom of Concordia a wealthy regional power. The Minister from Concordia (Karim Khalid) will attempt to
mediate an agreement. The crises has already led to military preparations by both sides troops have been moved to
the vicinity of the common border. Your role is to support and advise your Foreign Minister (Mohammad Fareed) with
whom you will discuss objectives and strategy before you both join the meeting.
As far as you and your government are concerned, Midistan has acted responsibly in a difficult situation that is not of
Midistan’s making. You are directly responsible to your Foreign Minister who, along with you and the rest of the
Midistan government, came to power after a military coup.
Role of Republic of Deltaland Foreign Minister Daud Fawaz
A crisis over access to water is brewing between the poor Asian nation, Deltaland, and the neighbouring Republic of
Midistan. Deltaland has a long history of using the waters of the River Fluvium and is heavily dependent on the river
for agriculture and drinking water. Midistan has recently built a large dam and the Fluvium’s flow into Deltaland has
been curtailed. As Deltaland’s Foreign Minister, you are attending a meeting with your Midistan counterpart
(Mohammad Fareed) and a senior Minister from the Kingdom of Concordia a wealthy regional power. The Minister
from Concordia (Karim Khalid) will attempt to mediate an agreement. The crises has already led to military
preparations by both sides. Before joining the meeting you will discuss objectives and strategy with the military adviser
(General Dirwar Ali) who has accompanied you.
You are directly responsible to your President who, along with you and the rest of the Deltaland government, came to
power after a military coup.
Role of Republic of Deltaland Military Adviser General Dirwar Ali
A crisis over access to water is brewing between the poor Asian nation, Deltaland, and the neighbouring Republic of
Midistan. Deltaland has a long history of using the waters of the River Fluvium and is heavily dependent on the river
for agriculture and drinking water. Midistan has recently built a large dam and the Fluvium’s flow into Deltaland has
been curtailed. You are attending a meeting with Midistan government representatives and a senior Minister from the
Kingdom of Concordia a wealthy regional power. The Minister from Concordia (Karim Khalid) will attempt to
mediate an agreement. The crises has already led to military preparations by both sides troops have been moved to
the vicinity of the common border. Your role is to support and advise your Foreign Minister (Daud Fawaz) with whom
you will discuss objectives and strategy before you both join the meeting.
You are directly responsible to your Foreign Minister who, along with you and the rest of the Deltaland government,
came to power after a military coup.
Role of Kingdom of Concordia Senior Minister Karim Khalid
Two poor neighbours of the wealthy Kingdom of Concordia appear to be edging closer to war in a dispute over access
to the waters of a river that flows from one (Midistan) to the other (Deltaland). Your Kingdom has a traditionally
played a paternal role in the region, and has an interest in preserving peace. To that end, you have called a meeting,
which is being attended by Midistan and Deltaland representatives, with the hope that your mediation will lead to a
peaceful solution to the crisis. Midistan is represented by Foreign Minister Mohammad Fareed and Military Adviser
General Mustafa Ahmad. Deltaland is represented by Foreign Minister Daud Fawaz and Military Adviser General
Dirwar Ali.
"
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Appendix B: Example role-thinking questionnaire
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