Category Archives: Thinking

Thinking

Range Offers vs Point Offers in Negotiation for Advantageous Settlements

Daniel Ames

Daniel Ames

Many people hesitate to present a negotiation offer as a range of values, assuming that co-negotiators will anchor on the lower value in the range as a “reservation price.” 

This is based on the power of first offers as negotiation anchors, demonstrated in research by University of Chicago’s Nicholas Epley and Thomas Gilovich of Cornell.

Malia F Mason

Malia F Mason

Contrary to this expectation, range offers actually led to stronger outcomes in controlled studies by Columbia University’s Daniel R. Ames and Malia F. Mason. These researchers suggested that range offers provide “dual anchors” that signal a negotiator’s knowledge of value as well as politeness.

Nicholas Epley

Nicholas Eple

In addition, negotiator credibility, interpersonal style, and value awareness increase an anchor potency’s to influence settlement outcomes.

Thomas Gilovich

Thomas Gilovich

Range and point opening offers have varying impacts, depending on the proposer’s perceived preparation, credibility, politeness, and reasonableness.

Ames and Mason tested three types of negotiation proposal ranges:

  • Bolstering range, which includes the target point value as the bottom of the range and an aspirational value as the top of the range.
    This strategy usually yields generous counteroffers and higher settlement prices.
    This approach is recommended based on this research.
  • Backdown range, which features the target point value as the upper end of the range and a concession value as the lower offer.
    This approach often leads to accepting the lower value and is generally not recommended.
  • Bracketing range, which spans the target point offer and tends to have neutral settlement outcomes for the offer-maker.
    Compared with point offers, bracketing range offers provided some relational benefits because they were seen as less aggressive.
Martin Schweinsberg

Martin Schweinsberg

Extreme anchors can be seen as offensive, and may lead to negotiation breakdown, according to INSEAD’s Martin Schweinsberg with Gillian Ku of London Business School, collaborating with Cynthia S. Wang of University of Michigan, and National University of Singapore’s Madan M. Pillutla.
In fact, even negotiators with little power in their studies were more likely to walk away from extreme anchors.
Likewise, high-power negotiators said they were offended by extreme anchors.

Gilliam Ku

Gilliam Ku

Previously, Mason and team showed the benefit of precise single number offers, and the current research shows the value of range offers.

Mason and team argued that point offers and range offers are independent and interactive informational processes with influence on settlement values:
“…bolstering-range offers shape the perceived location of the offer-maker’s reservation price, (and) precise first offers shape the perceived credibility of the offer-maker’s price proposal.

  • When do you prefer to present a precise, non-rounded negotiation offers instead of a negotiation range?

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Group “Intelligence” Linked to Social Skills – and Number of Women Members

Anita Wooley Williams

Anita Wooley Williams

A group’s “general collective intelligence factor” is related to social and communication skills, not to the average or maximum individual intelligence of group members, found Carnegie Mellon’s Anita Williams Woolley, Christopher F. Chabris of Union College, with MIT colleagues Alex (“Sandy”) Pentland, Nada Hashmi, and Thomas W. Malone.

Instead, group intelligence was most closely associated with:

Christopher Chabris

Christopher Chabris

More than 695 volunteers completed an individual I.Q. test, then collaborated in teams to complete workplace tasks including:

  • Logical analysis,
  • Coordination,
  • Planning,
  • Brainstorming,
  • Moral-ethical reasoning.
Alexander Pentland

Alexander Pentland

Teams with higher average I.Qs performed similarly to teams with lower average I.Qs on collective intelligence tasks.

Simon Baron-Cohen

Simon Baron-Cohen

Each participant also completed a measure of empathy  and social reasoning based on identifying emotional states portrayed in images of people’s eyes.

This instrument, Reading the Mind in the Eyes , was developed by University of Cambridge’s Simon Baron-Cohen, Sally Wheelright, JacquelineHill, Yogini Raste, and Ian Plumb.

Reading the Mind in the Eyes

Sally Wheelright

This ability to infer other team members’ emotional states correlated with team effectiveness in solving workplace tasks, but not with extraversion and reported motivation.

Teams that performed best in online and face-to-face situations, also demonstrated stronger social and communication skills:

  • Accurate emotion-reading, empathy, and interpersonal sensitivity,
  • Communication volume,
  • Equal participation.

David Engel

High-performing teams excelled in inferring others’ feelings even if conveyed without visual, auditory, or non-verbal cues while interacting online in a study by Wooley’s team collaborating with MIT’s David Engel and Lisa X. Jing.

These studies demonstrate that teams may increase task performance when members have well-developed “Emotional Intelligence,” social insight, and communication skills rather than the highest measured IQ.

  • How do you enhance a work group’s collective intelligence in performance tasks?

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Ethnic Diversity Reduces “Groupthink,” Economic “Bubbles”

Most people are unlikely to trust recommendations and evaluations from people of different ethnic groups.

Sheen Levine

Sheen Levine

However, this bias may reduce the “herd mentality” that characterized price “bubbles” in U.S. housing and global financial markets, reported Columbia’s Sheen S. Levine, Evan P. Apfelbaum of MIT, Goethe University’s Mark Bernard, Texas A&M’s Valerie L. Bartelt, Edward J. Zajac of Northwestern, and University of Warwick’s David Stark.
They concluded that, “Diversity facilitates friction that enhances deliberation and upends conformity.”

Economic “bubbles” occur when the majority of traders set inaccurate prices, probably influenced by a type of  “groupthink.
This cognitive error results in a mismatch between market prices and true asset values.

Irving Janis

Irving Janis

Groupthink can occur when three conditions interact, according to Yale’s Irving Janis:

  • Group Cohesiveness
    • Deindividuation” occurs when group belonging becomes more important than individual dissenting views,
  • Group Structure
    • Homogeneity of group’s social backgrounds and ideology,
    • Group insulation from feedback,
    • Lack of impartial leadership,
    • Lack of norms to conduct systematic analysis and clearly structured decision procedures,
  • Context
    • Stressful external threats,
    • Recent failures,
    • Decision-making difficulties,
    • Moral dilemmas.

      Scott E. Page

A wider range of viewpoints leads to less groupthink and more balanced decisions in a mathematical model developed by University of Michigan’s Scott E. Page and Lu Hong of Loyola University.

Diverse groups ran into fewer “dead ends” when they developed solutions than did groups comprised of individuals who tended to think similarly.

David A. Thomas

David A. Thomas

Likewise, Georgetown’s David A Thomas and Robin J. Ely of Harvard confirmed that identity-diverse groups can outperform homogeneous groups
summarized in a formula:

Collective Accuracy = Average Accuracy + Diversity.

To test the impact of group diversity on market “bubbles,” Levine’s group constructed experimental markets in Singapore and Texas, USA, in which participants traded stocks to earn money.

Evan Apfelbaum

Evan Apfelbaum

More than 175 volunteers with backgrounds in business or finance were randomly-assigned to groups of six ethnically-homogeneous or ethnically- diverse participants.

Traders knew the ethnic composition of their groups, but they couldn’t communicate with each other.
In addition, their “trades” of dividend-paying stock were anonymous.

Homogeneous groups set inflated selling prices, yet traders in those groups bought the stock, resulting in increasing stock prices.

Mark Bernard

Mark Bernard

In contrast, traders in diverse groups refused inflated selling prices, so the stock price fell to approximately the price in an “ideal” market with “rational” traders.

When traders and other decision-makers come from similar ethnic, social, and attitudinal backgrounds, they tend to place undue confidence in others’ opinions, and tend not to subject them to rigorous analysis.

Valerie Bartelt

Valerie Bartelt

As a result, people in homogeneous may be more likely to accept prices and deals that deviate from actual underlying values.
Levine’s group concluded that “homogeneity…imbues people with false confidence in the judgment of coethnics, discouraging them from scrutinizing behavior.”

  • How do you mitigate “groupthink” in organizational decision-making?

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Confident Cluelessness = The Dunning-Kruger Effect + Ignorant Bliss

Stav Atir

Stav Atir

Many people overestimate their own expertise, and do not recognize their own incompetence.
It’s called the Dunning-Kruger effect and has been demonstrated for people’s overestimates of their skills in grammar, emotional intelligence, logical reasoning, firearm care and safety, debating, and financial acumen.

Emily Rosenzweig

Emily Rosenzweig

Cornell’s Stav Atir and  Emily Rosenzweig of Tulane asked volunteers if they were familiar with concepts like centripetal force and photon as well as fictitious terms including plates of parallax, ultra-lipid, and cholarine.

About 90% of participants claimed some knowledge of at least one of the nine fake concepts, and people who thought they were most knowledgeable also said they recognized more of the meaningless terms.

David Dunning

David Dunning

Atir and Rosenzweig concluded that poor performers lack insight about their lack of skill because they ”don’t know what they don’t know.”

Another study by University of California San Diego’s Elanor Williams, Justin Kruger of NYU, and Cornell’s David Dunning asked volunteers to complete a logical reasoning task, an intuitive physics problem, and a financial acumen challenge.

Elanor Williams

Elanor Williams

Some participants achieved perfect scores and expressed confidence in their answers, yet those who achieved no correct answers expressed the same degree of confidence as the most able performers.

Both high and low achievers made judgments based on intuitive “rules,” so they felt confident because they had a clear rationale.
Williams’ team concluded, Rule-based confidence is no guarantee of self-insight into performance.”

Justin Kruger

Justin Kruger

Similarly, people who filed for bankruptcy said they had high confidence in their financial acumen, though their financial management skills didn’t keep them solvent.

More than 25,000 people rated their financial knowledge and completed the 2012 National Financial Capability Study, conducted by the Financial Industry Regulatory Authority with the U.S. Treasury.
Of these, 800 respondents said they filed bankruptcy within the previous two years.

Bankruptcy filers achieved financial knowledge scores in the lowest third of respondents, but they rated their knowledge more positively than financially-solvent respondents.
Nearly a quarter of the recently bankrupted respondents gave themselves the highest possible rating, whereas only 13 percent of other respondents were equally confident.

Deborah Keleman

Deborah Keleman

Even 80 professionally-credentialed physical scientists at top universities provided a number of inaccurate purpose-driven (“teleological”) explanations about “why things happen” in the natural world.

Joshua Rottman

Joshua Rottman

When these professional scientists provided explanations under time constraints, they were twice as likely to endorse inaccurate rationales, reported Boston University’s Deborah Kelemen, Joshua Rottman, and Rebecca Seston.

Rebecca Seston

Rebecca Seston

Scientists were equally likely as humanities scholars to endorse inaccurate arguments despite most physical scientists’ rejection of purpose-driven explanations for natural phenomena.

These results suggest that most people hold pseudo-scientific explanations as “a default explanatory preference”, and could explain the attraction of myth and religion across cultures.

Most people hold a positive view of their capabilities even when faced with contrary evidence.
However, women may hold an unrealistically modest view of their capabilities despite affirming feedback.
These biases in self assessment suggest the importance of realistic recalibration of confidence, aligned with consensual feedback.

-*How do you minimize the risks of “Clueless Confidence”?

-*How can systematic underestimates of competence be reduced to increase “Realistic Confidence”?

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Useful Fiction: Optimism Bias of Positive Illusions

Least Skillful Performers May Have Greatest Self-Delusions of Skill: Pointy-Haired Boss Effect

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Intrinsic Motives, not Positive Consequences Linked to Achieving Goals, Career Performance

Amy Wrzesniewski

Amy Wrzesniewski

Sustained effort toward a goal may be intrinsically motivated by personal commitment to a larger “mission.”
At the same time, goal-seeking activity may be extrinsically motivated by external rewards, counteracting intrinsic motivation’s positive impact on effective career performance.

Xiangyu Cong

Xiangyu Cong

This complex interaction of internal and external motives was investigated among more than 10,000 people admitted to the United States Military Academy (“West Point”) by Yale’s Amy Wrzesniewski, Xiangyu Cong, Michael Kane, Audrey Omar, and Thomas Kolditz, with Barry Schwartz of Swarthmore.

Michael John Kane

Michael John Kane

Wrzesniewski’s team considered the long-term impact of holding both intrinsic motives (desire to serve and protect citizens) and extrinsic motives (have a respected career) for attending West Point cadets on:

-Promotion to commissioned officer rank,

-Extending officer service beyond the minimum required period of 5 years,

-Selection for early career promotions.

Audrey Omar

Audrey Omar

Cadets who were intrinsically motivated were more likely to accomplish these goals.
However, those who also reported extrinsic motivation were less likely to achieve these career distinctions.

Richard Koestner

Richard Koestner

A meta-analytic review of nearly 130 experiments by University of Rochester’s Edward Deci and Richard Ryan with Richard Koestner of McGill confirmed the undermining effects of extrinsic rewards on intrinsic motivation from childhood through adulthood.

Mark Lepper

Mark Lepper

People may report less intrinsic motivation when extrinsic rewards are available, a phenomenon called the “overjustification hypothesis”  by Stanford’s Mark Lepper, David Greene, and Richard Nisbett of University of Michigan.

Clark McCauley

Clark McCauley

People typically view their work as being intrinsically or extrinsically motivated in a typology that differentiated:

Job, mostly extrinsically motivated,

-Career, some intrinsic and extrinsic motivation,

-Calling, intrinsically motivated by fulfillment from the work itself, resulting in greater satisfaction and better performance than the other two orientations, according to Wrzesniewski’s work with Schwartz, collaborating with Bryn Mawr’s Clark McCauley and Paul Rozin of Penn.

Paul Rozin

Paul Rozin

These results  empirically support guidance to find meaning in work rather than to focus on positive consequences of goal achievement.

Thomas Kolditz

Thomas Kolditz

This is especially relevant because the U.S. Military employs extrinsic motive appeals in marketing messages to recruit cadets, suggesting that military services provides “money for college,” “career training,” and enables members to “see the world.”

However, extrinsic motives tend to be associated with less career recognition and tenure than those who find meaning in the organization’s mission.

-*How do you increase intrinsic motivation when extrinsic motivation may seem more appealing?

-*What elements make your work “a calling”?

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Walking Linked to More Creative Solutions than Sitting

Marily Oppezzo

Marily Oppezzo

People who walked instead of sat generated more novel and feasible ideas, reported Santa Clara University’s Marily Oppezzo and Daniel L. Schwartz of Stanford University.

Dan Schwartz

Dan Schwartz

More than 175 volunteers completed well-validated assessments of creative thinking:

Guilford’s Alternate Uses (GAU) for common objects, created by University of Southern California’s J. P. Guilford, to measure of cognitive flexibility and divergent thinking,

JP Guilford

Edward Bowden

Edward Bowden

Compound Remote-Association test (CRA), developed by University of Wisconsin’s Edward Bowden and Mark Beeman of Northwestern to evaluate convergent thinking,

Barron’s Symbolic Equivalence Test (BSE), introduced by Frank Barron of University of California, Santa Cruz to calibrate the number of original insightful analogies generated for complex ideas.

Frank Barron

Oppezzo and Schwartz coded analogies according to a protocol developed by Northwestern’s Dedre Gentner to measure:

  • Appropriateness,
  • Novelty,
  • Quality, determined by:

o   Level of detail (vague vs precise),
o   Semantic proximity to the base statement (near vs far),
o   Relational mapping to the base statement (low vs high).

Dedre Gentner

Dedre Gentner

Walking was associated with increased divergent creativity on Guilford’s Alternate Uses (GAU) and improved convergent thinking measured by Compound Remote-Association test (CRA).
This trend significantly increased when volunteers walked outside and these participants produced the most novel and highest quality analogies.

Walkers generated an average of 60% more creative ideas than when seated.
People who walked were more talkative, and their greater verbal output was associated with more valid creative ideas.

Marc Berman

Marc Berman

Participants generated more valid creative solutions when they walked first then sat for the next problem-solving session.

John Jonides

John Jonides

These effects may be explained by Attention Restoration Theory (ART), described by University of Michigan’s Marc G. Berman, John Jonides, and Stephen Kaplan as two types of attention:

Involuntary attention, captured by inherently intriguing stimuli,

-Voluntary or directed attention, directed by cognitive-control processes.

Stephen Kaplan

Stephen Kaplan

They suggested that walking in natural environments renews directed attention and improves performances on difficult tasks even when no longer walking.
Even viewing photographs of nature was associated with improved performance on a complex backwards digit-span task.

In contrast, walking in an urban walk requires directed attention to avoid obstacles and dangerous situations, and provides less opportunity to restore directed attention.

Jin Fan

Jin Fan

After volunteers walked, they performed better on attentional function tasks on the Attention Network Test, developed by Jin Fan of Mount Sinai Medical School
to evaluate:

-Alerting,

-Orienting,

-Executive attention.

Benefits of walking were not related to mood or weather conditions during four different seasons.

Friedrich Nietzsche

Friedrich Nietzsche

These studies validate Friedrich Nietzsche’s observation that “all truly great thoughts are conceived by walking and walking in a natural setting before generating creative ideas.
Access to walking places in natural settings can enhance cognitive functioning and performance.

-*How effective have you found taking a brief walk outdoors before high-stakes discussions?

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Negotiation Drama: Strategic Umbrage, Line-Crossing Illusion, and Assertiveness Biases

Daniel R Ames

Daniel R Ames

Optimally matching assertiveness style to specific situations can determine success in negotiations, according to Columbia University’s Daniel Ames and Abbie Wazlawek.

Abbie Wazlawek

Abbie Wazlawek

Earlier, Ames and Stanford’s Frank Flynn reported that moderate levels of assertiveness are associated with career advancement, and with effective negotiation and influence in conflict situations.
They also found that observers provided consistent ratings of managerial under-assertiveness and over-assertiveness.

Francis Flynn

Francis Flynn

However, most people do not accurately assess others’ evaluation of their assertiveness in specific situations.
Over-assertive individuals tend to have less-accurate self-perception than less assertive people, and both groups experience “self-awareness blindness.
These inaccurate self-perceptions may develop from polite yet inaccurate feedback from others, which provides faulty information.

More than 80% of participants reported that they had expressed greater objections than they actually felt to influence the negotiation partner, and said they observed exaggerated objections by their negotiation partners.

Daniel Ames Assertiveness

Self-awareness resulted in most favorable negotiation outcomes: More than 80% of negotiators rated by others and by themselves as “appropriately assertive in the situation” negotiated greatest value to both parties.

Ames Assertiveness U CurveStrategic umbrage also appeared effective:  People who received these intentional emotional displays from their negotiation partners were more likely to rate themselves as over-assertive in their negotiation position.
However, negotiators who applied strategic umbrage rated these self-critical negotiation partners as appropriately assertiveness.
Ames and Watzlawek called this misperception of others’ perceptions the line-crossing illusion.

This mismatch between negotiation partners’ ratings of appropriate assertiveness was linked with poorer negotiation outcomes:  Nearly 60% of negotiators who were rated as appropriately assertive but felt over-assertive (line-crossing illusion) negotiated the inferior deals for themselves and their counterparts.
This suggests that disingenuous emotional displays of strategic umbrage lead negotiation partners to seek the first acceptable deal, rather than pushing for an optimal deal.

Jeffrey Kern

Jeffrey Kern

To improve accuracy of meta-perception – other people’s perception of assertiveness style – Ames and Wazlawek suggested:

-Participate in 360 degree feedback,

-Increase skill in listening for content and meaning,

Consider whether negotiation proposals are reasonable in light of alternatives,

-Request feedback on reactions to “strategic umbrage” displays to better understand perceptions of “offer reasonableness,

-Evaluate costs and benefits of specific assertiveness styles:

Gary Yukl

Over-assertiveness may provide the benefit of “claiming value” in a negotiation but may lead to ruptured interpersonal relationships and ill-will, according to Jeffrey M. Kern of Texas A&M, SUNY’s Cecilia Falbe and Gary Yukl.

  • Consider cultural norms for assertiveness regulation in “low context” cultures like Israel, where dramatic displays are frequent and expected in negotiations.
    In contrast, “high context” cultures like Japan, require more nuanced assertiveness, with fewer direct disagreements and “strategic umbrage” displays, according to Edward T. Hall, then of the U.S. Department of State.
Edward T Hall

Edward T Hall

Likewise, under-assertiveness may minimize interpersonal conflict, but may lead to poorer negotiation outcomes and undermined credibility in future interactions, according to Ames’ related research.

To augment a less assertiveness style:

  • Set slightly higher goals,
  • Reconsider assumptions that greater assertion leads to conflict,
  • Consider that proactivity may lead to increased respect and improved outcomes,
  • Assess the outcome of collaborating with more assertive others.

To modulate a more assertiveness style:

  • Make slight concessions to increase rapport and trust with others,
  • Observe and evaluate the impact of collaborating with less assertive others.

The line-crossing illusion is an example of a self-perception bias in which personal ratings of behavior may not match other people’s perceptions, and others’ behaviors can attenuate individual confidence and assertiveness.

*How do you reduce the risk of developing the line-crossing illusion in response to other people’s displays of “strategic umbrage”?

*How do you match your degree of assertiveness to negotiation situations?

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