Tag Archives: Performance

Laptop Note-Taking leads to “Shallower Cognitive Processing” than Manual Notes

Pam Mueller

Pam Mueller

Taking notes by hand was associated with better factual and conceptual understanding and recall than capturing content on a laptop computer, reported Princeton’s Pam Mueller and Daniel Oppenheimer of UCLA.

Mueller and Oppenheimer differentiated two types of note-taking:

  • G Michael Pressley

    G Michael Pressley

    Nongenerative Note-taking, identified by verbatim copying from dictated content.
    This strategy is associated with “shallow cognitive processing, explained Penn State University’s Peggy Van Meter, Linda Yokoi of University of Maryland, and G Michael Pressley, then of Michigan State University.

Virpi Slotte

Virpi Slotte

More “superficial” information processing is linked to less accurate text comprehension, found University of Helsinki’s Virpi Slotte and Kirsti Lonka.
Shallow processing also is associated with less integrative and conceptual understanding, reported Clemson University’s Brent Igo, Roger Bruning of University of Nebraska, and Victoria University’s Matthew McCrudden.

Kirsti Lonka

Kirsti Lonka

Participants viewed 15-minute TED Talks or recorded lectures.
Meanwhile, volunteers recorded notes on a laptop computer or in handwriting.
Volunteers then completed two 5-minute distracter tasks and a reading span task to assess working memory.

Roger Bruning

Roger Bruning

Thirty minutes after the lecture, participants answered questions about the content:

  • Factual-recall, such as “Approximately how many years ago did the Indus civilization exist?”
  • Conceptual-application, like “How do Japan and Sweden differ in their approaches to equality within their societies?”

Mueller-Oppenheim Question TypesVolunteers who took notes on a laptop were more likely to record verbatim notes and showed poorer performance on factual-recall questions and conceptual-application questions.

Even when participants were told to “take notes in your own words and don’t just write down word-for-word what the speaker is saying,” laptop users recorded more verbatim notes than manual note-takers, and their comprehension performance did not improve.

Matthew McCrudden

Matthew McCrudden

Daniel Oppenheimer

Daniel Oppenheimer

Findings in a similar study confirmed that people who paraphrase content demonstrate greater content comprehension, enabled by  slower processing with manual note-taking.

Taking notes on a laptop computer enables users to transcribe information at higher speeds, and drawbacks include:

  • Shallower information processing,
  • Decreased conceptual understanding,
  • Reduced factual recall,
  • Distraction in multi-tasking on email or social media.

-*How do you maintain increase comprehension and retention when taking notes using a laptop computer?

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“Emotional Contagion” in the Workplace through Social Observation, Social Media

Emotions can be “contagious” between individuals, and can affect work group dynamics.

Douglas Pugh

Douglas Pugh

Emotional contagion is characterized by replicating emotions displayed by others.
Contagion differs from compassion, which enables understanding another’s emotional experience without actually feeling it, according to Virginia Commonwealth University’s S. Douglas Pugh.

Adam D I Kramer

Adam D I Kramer

“Viral emotions” can be transmitted through social media platforms without observing nonverbal cues, according to Facebook’s Adam D. I. Kramer, Jamie E. Guillory of University of California, San Francisco and Cornell University’s Jeffrey T. Hancock.
This suggests that social media can significantly affect workplace interpersonal relations and productivity.

Jeffrey Hancock

Jeffrey Hancock

Kramer’s team found that when positive emotional expressions in Facebook News Feeds were reduced, people produced fewer positive posts and more negative posts.
In contrast, when negative emotional expressions were reduced, people reduced negative posts, indicating that others’ emotional expressions influence bystanders’ emotions and behaviors.

Sigal Barsade

Sigal Barsade

People in performance situations are influenced by observing others’ emotions.   
When participants witnessed positive emotions in a decision task, they were more likely to cooperate and perform better in groups, found Wharton’s  Sigal Barsade.

Individuals who were more influenced by others’ emotions on R. William Doherty’s Emotional Contagion Scale also reported greater:

  • Reactivity,
  • Emotionality,
  • Sensitivity to others,
  • Social functioning,
  • Self-esteem,
  • Emotional empathy.

They also reported lower:

  • Alienation,
  • Self-assertiveness,
  • Emotional stability.
Stanley Schachter

Stanley Schachter

People are more likely to be influenced by others’ emotions when they feel threatened, because this elicits increased affiliation with others, according to Stanley Schachter‘s emotional similarity hypothesis.

Brooks B Gump

Brooks B Gump

Likewise, when people believe that others are threatened, they are more likely to mimic others’ emotions, found Syracuse University’s Brooks B. Gump and James A. Kulik of University of California, San Diego.

Elaine Hatfield

Elaine Hatfield

Women reported greater contagion of both positive and negative emotions on the Emotional Contagion Scale in research by Doherty with University of Hawaii colleagues Lisa Orimoto, Elaine Hatfield, Janine Hebb, and Theodore M. Singelis of California State University-Chico.

James Laird

James Laird

People who are more likely to “catch” emotions from others are also more likely to actually feel emotions associated with facial expressions they adopt, reported Clark University’s James D. Laird, Tammy Alibozak, Dava Davainis, Katherine Deignan, Katherine Fontanella, Jennifer Hong, Brett Levy, and Christine Pacheco.
This suggests that those with greater susceptibility to emotional contagion are convincing actors – to themselves and others.

Christopher K. Hsee

Christopher K. Hsee

Contrary to expectation, people with greater power notice and adopt emotions of people with less power, found University of Hawaii’s Christopher K. Hsee, Hatfield, and John G. Carlson with Claude Chemtob of the U.S. Department of Veterans Affairs.

Participants assumed the role of “teacher” or “learner” to simulate role-based power differentials, then viewed a videotape of a fictitious participant discussing an emotional experience.
Volunteers then described their emotions as they watched the confederate describe a “happiest” and “saddest” life event.
People in higher power roles were more attuned to followers’ emotions than expected.

The service industry capitalizes on emotional contagion by training staff members to model positive emotions to increase customer satisfaction and loyalty.

James Kulik

James Kulik

However, customer satisfaction measures were more influenced by service quality than employees’ positive emotional displays, according to Bowling Green State’s Patricia B. Barger and Alicia A. Grandey of Pennsylvania State University.

Emotions can positively or negatively resonate through work organizations with measurable impact on employee attitude, morale, engagement, customer service, safety, and innovation.

-*How do you intentionally convey emotions to individuals and group members?
-*What strategies do you use to manage susceptibility to “emotional contagion”?

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What Evidence Supports Coaching to Increase Goal Achievement, Performance?

Anthony Grant

Anthony Grant

Coaching is a collaborative, solution-focused process that facilitates coachees’ self-directed learning, personal growth, and goal attainment, according to University of Sydney’s Anthony Grant.

Anthony Grant modelHe integrated practices from solution-focused and cognitive-behavioral interventions into Solution-Focused Cognitive-Behavioral (SF-CB) Coaching and a “Coach Yourself” program with Jane Greene.

Participants reported increased:

John Franklin

on the Self-Reflection and Insight Scaledeveloped with Macquarie University colleagues John Franklin and Peter Langford.

Two types of empirical studies provide evidence about coaching’s efficacy:

  • Randomized Controlled Trials (RCT), in which participants receive one of several interventions or no intervention.
    This is considered the more credible research approach.
  • Peter Langford

    Peter Langford

    Quasi-Experimental Field Studies (QEFS), which use “time series analysis” but not random participants to measure outcomes.

Linley Curtayne

Linley Curtayne

Randomized Controlled Trials (RCT) found several effects among executives who received 360-degree feedback and four coaching sessions over ten weeks:

Lower stress, according to Grant with University of Sydney colleagues Linley Curtayne and Geraldine Burton,

Geraldine Burton

Geraldine Burton

  • Greater goal attainment compared with an eight week educational mindfulness-based health coaching program, reported by University of Sydney’s Gordon B. Spence, Michael J. Cavanagh and Grant,
  • Lindsay Oades

    Lindsay Oades

    • Increased goal striving, well-being, hope, with gains maintained up to 30 weeks, reported by Grant and Green with University of Wollongong colleague Lindsay G. Oades.
C. RIck Snyder

C. RIck Snyder

This last effect, increased hope is crucial to pursue any goal, according to University of Kansas’s C.R. Snyder, Scott T. Michael of University of Washington, and Ohio State’s Jennifer Cheavens.

Individuals seeking change must be able to:

  • Develop one or more ways to achieve a goals (“pathways”),
  • Use these routes to reach the goal (“agency”).
Edward Deci - Richard Ryan

Edward Deci – Richard Ryan

Three additional elements are essential to goal achievement, suggested University of Rochester’s Edward L. Deci and Richard M. Ryan:

  • Competence,
  • Autonomy,
  • Relatedness.

According to their Self-Determination Theory (SDT), these characteristics are associated with increased:

  • Goal motivation,
  • Enhanced performance,
  • Persistence,
  • Mental health.
Kristina Gyllensten

Kristina Gyllensten

The other category of research, Quasi-Experimental Field Studies (QEFS), reported that coaching for managers of a federal government:

  • Stephen Palmer

    Stephen Palmer

    • Decreased anxiety and stress among UK finance organization participants, in findings by Kristina Gyllensten and Stephen Palmer of City University London.

Despite the low “barriers to entry” for offering life coaching services and low quality control across providers, empirical studies appear to validate coaching’s contribution to participants’ increased goal attainment and increased satisfaction, well-being, and hope.

-*How do you “coach yourself” and others toward increased goal attainment and performance?

-*What are the “active ingredients” of effective coaching practices?

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©Kathryn Welds

 

Anxiety Undermines Negotiation Performance

Maurice Schweitzer

Maurice Schweitzer

Anxious negotiators make lower first offers, exit earlier, and earn lower profits  due to their “low self-efficacy” beliefs, according to Harvard’s Alison Wood Brooks and Maurice E. Schweitzer of University of Pennsylvania,

Alison Wood Brooks

Alison Wood Brooks

Brooks and Schweitzer induced anxious feelings or neutral reactions during continuous “shrinking-pie” negotiation tasks.
Negotiators who feel anxious typically expect to achieve lower profits, present more cautious offers, and respond more cautiously to proposals by negotiation counterparts.

Negotiators who achieved more better outcomes managed emotions with cognitive strategies including:

Julie Norem

Julie Norem

  • Strategic optimism, indicated by calmly expecting positive outcomes, according to University of Miami’s Stacie Spencer and Julie Norem of Wellesley,
  • Reattribution, by considering alternate interpretations of events to increase optimism and self-efficacy beliefs.

Cognitive strategies with both mixed results include:

  • Andrew Elliot

    Andrew Elliot

    Self-handicapping, avoiding anxiety-provoking situations, and creating self-defeating obstacles to explain poor outcomes and preserve self-esteem, according to University of Rochester’s Andrew Elliott and Marcy Church of St. Mary’s University,

  • Defensive pessimism, marked by high motivation toward achievement coupled with negative expectations for future challenges, leading to increased effort and preparation, according to Wellesley College’s Julie Norem and Edward Chang of University of Michigan.
Edward Chang

Edward Chang

Norem and Cantor concluded that defensive pessimists performed worse when told that that they should expect to perform well on anagram and puzzle tasks, based on their previous academic performance,.

Defensive pessimism among university students was related to lower self-esteem, self-criticism, pessimism, and discounting previous successful performances, according to Norem and Brown’s Jasmina Burdzovic Andreas.

Jasmina Burdzovic Andreas

Jasmina Burdzovic Andreas

However, their longitudinal study demonstrated that self-esteem increased to almost the same levels as optimists during university years.
Pessimists’ precautionary countermeasures may have resulted in strong performance, which built credible self-esteem.

Defensive pessimism may be an effective, if uncomfortable, approach to managing anxiety and performance motivation.

-*How do you manage anxiety in high-stakes negotiations?

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Are You Excited Yet? Anxiety as Positive “Excitement” to Improve Performance

Alison Wood Brooks

Alison Wood Brooks

People can improve task performance in public speaking, mathematical problem solving, and karaoke singing, by reappraising anxiety as “excitement,” according to Harvard’s Alison Wood Brooks.

Using silent self-talk messages (“I am excited”) or reading self-direction messages (“Get excited!”) fosters an “opportunity mind-set” by increasing congruence between physical arousal and situational appraisal.

Jeremy Jamieson

“Excitement” is typically viewed as a positive, pleasant emotion that can improve performance, according to Harvard’s Jeremy Jamieson and colleagues, whereas anxiety drains working memory capacity, and decreases self-confidence, self-efficacy, and performance before or during a task, according to Michael W. Eysenck of University of London.

Despite these differences in emotional experience, anxiety and excitement have similar physiological arousal profiles, but different effects on performance.

Michael Eysenck

Efforts to transform anxiety into calmness are usually ineffective due to the large shift from negative emotion to neutral or positive emotion and from physiological activation to low arousal levels, noted Brooks.

Stefan Hofmann

Stefan Hofmann

Such efforts to calm physiological arousal during anxiety can result in a paradoxical increase in the suppressed emotion, reported Stefan Hofmann of Boston University and colleagues.
However, most people in Woods’ studies inaccurately believed that this is the best way to handle anxiety.

Stanley Schachter

Stanley Schachter

These similarities can confuse the experiences of anxiety and excitement, demonstrated in much-cited studies by Columbia’s Stanley Schacter and Jerome Singer of SUNY.
Anxiety’s similarity to excitement can be used to advantage by intentionally relabeling uncomfortably high “anxiety” as pleasant excitement to reduce anxiety’s negative impact on performance.

Jerome Singer

Jerome Singer

Brooks provoked anxiety by telling volunteers that they would present an impromptu, videotaped speech.

For some participants, she said that it is “normal” to feel discomfort and asked them to “take a realistic perspective on this task by recognizing that there is no reason to feel anxiousand “the situation does not present a threat to you…there are no negative consequences...”
She also told volunteers to say aloud randomly-assigned self-statements like “I am excited.”

People who stated I am excitedbefore their speech were rated as more persuasive, more competent more confident, and more persistent (spoke longer), than participants who said “I am calm.”

Brooks evaluated peoples’ reactions to another anxiety-provoking task, performing a karaoke song for an audience, and rated by program’s voice recognition software for “singing accuracy” based on:

  • Volume (quiet-loud),
  • Pitch (distance from true pitch),
  • Note duration (accuracy of breaks between notes).

This score determined participants’ payment for participating in the study.

Before performing, she asked participants to make a randomly-assigned self-statement:

  • “I am anxious,”
  • “I am excited,”
  • “I am calm,”
  • “I am angry.”
  • “I am sad.”
  • No statement.

Following their performance, volunteers rated their anxiety, excitement, and confidence in their singing ability.
People who said that they were “excited” had higher pulse rates than other groups, confirming that self-statements can affect physical experiences of emotion.

Volunteers who said “I am excited” has the highest scores for singing accuracy and also for “singing self-efficacy”, a measure of confidence in ability.

In contrast, those who said, “I am anxious” had the lowest scores for singing accuracy, suggesting that focus on anxiety is associated with lower performance.

Brooks elicited anxiety on “a very difficult IQ test…under time pressure” that would determine their payment for participation.
To evoke further anxiety, she concluded, “Good luck minimizing your loss.”

Before the test, participants read a statement:

  • “Try to remain calm” or
  • “Try to get excited.”

Those instructed to “get excited” produced more correct answers than those who tried to “remain calm.”

Reappraising anxiety as “excitement” increased the subjective experience of “excitement” instead of anxiety, and improved subsequent performance in each of these tasks.

Reappraisal as “excitement” is congruent with physiological arousal common to both anxiety and excitement, and volunteers agreed with this characterization of their physical experience.

Stéphane Côté

Stéphane Côté

Arousal-congruent reappraisals primed an “opportunity mind-set” and a stress-is-enhancing mind-set, found University of Toronto’s Stéphane Côté and Christopher Miners.
These appraisals enabled superior performance across different anxiety-arousing situations.

In contrast, inauthentic emotional displays can be physically and psychologically demanding, and tend to reduce performance.

People have “profound control and influence…over…emotions,” according to Woods, who advised that “Saying “I am excited” represents a simple, minimal intervention…to prime an opportunity mind-set and improve performance…

Advising employees to say “I am excited” before important performance tasks or simply encouraging them to “get excited” may increase their confidence, improve performance, and boost beliefs in their ability to perform well in the future.”

 -*How effective have you found focusing on “excitement” instead of “calm” in managing anxiety?

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Apologies: Repairing Relationships, Creating Interpersonal Peace

Jennifer Robbennolt

Jennifer Robbennolt

Apologies can resolve legal disputes ranging from personal injury cases to wrongful firings, according to University of Illinois’s Jennifer Robbennolt.

She found that admissions of guilt and remorse give plaintiffs and “wronged” parties a sense of satisfaction, fairness, and forgiveness that enables settlement and reduces monetary damage awards.

Robbbennolt asked more than 550 volunteers to serve as “plaintiffs” in an experimental scenario, then report their reactions to “settlement levers” including:

  • Reservation prices,
  • Aspirations,
  • “Fair” settlement amounts.

Apologies enabled “injured” parties to modify their perceptions of the situation and of the “offender,” and to become more willing to participate in settlement discussions.
In addition, apologies changed the values injured parties’ assigned to settlement levers, so there was increased likelihood of settling the “case.”

The type of apologies and situational context affect the likelihood of case settlement.
Apologies that acknowledge responsibility and “blame” are more influential than apologies that express sympathy.
Acknowledging accountability reduces the injured party’s anger, increases willingness to accept a settlement, and moves toward emotional “closure.”

Janelle Barlow

Janelle Barlow

Apologies are a well-known tactic to handle complaints in customer service settings, where “every complaint is a gift,” according to Janelle Barlow of TMI and Claus Møller.

Claus Møller

Claus Møller

They view complaints as valuable feedback that points out a gap between customer requirements and business performance.
In addition, complaints indicate needed changes in products, services, and market focus.

Benjamin Ho

Benjamin Ho

Medical settings have found that apologies averted medical malpractice cases, sped settlement, and reduced financial awards, according to Cornell’s Benjamin Ho.

However, lawyers in other Robbennolt studies expressed concern that admission of guilt may lead to larger settlements.
This worry led to at least thirty-five U.S. states making some apologetic statements inadmissible at trial.

-*How do you determine when apologies are likely to repair a relationship and lead to “closure”?
-*What are the signs that apologies can deepen an interpersonal rupture?

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Writing Power Primer Increases Efficacy in High-Stakes Performance

Adam Galinsky

Adam Galinsky

Power is the central regulator of human interactionbecause it creates patterns of deference, reduces conflict, creates division of labor — all things that make our species successful,” opined Columbia’s Adam Galinsky.

Francesca Gino

Francesca Gino

He evaluated a power-enhancing technique used by Francesca Gino of Harvard Business School when she applied for academic positions at top-tier universities after initial unsuccessful interviews.

Gino wrote a “power prime” by summarizing a time she felt powerful.
She reviewed this prime before she presented a talk and interviewed for academic roles.
Using this approach, Gino received job offers from four top universities, in contrast to her previously attempts.

David Dubois

David Dubois

Galinsky extended this anecdotal evidence by empirically investigating whether changes in feelings of power are associated with different outcomes in professional interviews, with collaborators David Dubois of INSEAD, Tilburg University’s Joris Lammers, and Derek Rucker of Northwestern University.

Joris Lammers

Joris Lammers

They asked job applicants and business school admission candidates to write about a time they felt powerful or powerless.
Independent judges, who were unaware of the different instructions, rated “applicant’s” written and face-to-face interview performance.
Evaluators assigned highest scores to those who recalled power experiences.

Derek Rucker

Derek Rucker

Judges preferred power-primed applicants, citing their greater persuasiveness and confidence.
These candidates received more offers of job roles and business school admission than those who wrote about powerless experiences or those who considered neither powerful nor powerless situations.

Sian Beilock

Sian Beilock

An earlier post highlighted Sian Beilock’s investigation of writing as a coping tool in stressful academic situations.
Her collaborators at University of Chicago, Vanderbilt, and Pace Universities showed that students could manage test anxiety by writing about their concerns to maintain a calm mindset.

These findings suggest that recalling an experience of personal power can influence impressions of persuasiveness, competence, and likability in professional interviews.
This effect can be enhanced by writing about power experiences to increase confidence and positive outlook when working toward desired goals.

-*How do you prepare for challenging professional interviews?
-*How effective have your found “power primes” in high-stakes performance situations?

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Fewer US Employees Have Workplace Friendships Compared with Other Countries

Workplace friendships positively affect task performance, yet Americans claim fewer friendships at work than employees in other countries.
The result could be reduced productivity and competitive disadvantage for U.S. companies in world markets.

Karen Jehn

Karen Jehn

Teams composed of friends outperformed acquaintance groups in decision making and effort tasks, reported University of Melbourne’s Karen A. Jehn and Priti Pradhan Shah of University of Minnesota.

Likewise, workplace friendships and coworker support were associated with more effective performance in a meta-analytic study of more than 160 groups with nearly 78,000 employees by David A. Harrison of University of Texas and colleagues.

Even employees’ perceptions of workplace friendship opportunities directly affected job involvement and job satisfaction.

Christine M. Riordan

Christine M. Riordan

These perceptions indirectly affected organizational commitment and turnover intent among more than 170 employees in a small electric utility, reported Adelphi University’s Christine M. Riordan and Rodger W. Griffith of Ohio University.

Olenka Kacperczyk

Olenka Kacperczyk

However, fewer than one-third of Americans reported having a close friend at work, one indicator of employee engagement according to The Gallup Organization.
More importantly, workplace friendships have significantly declined over the past 3 decades in the U.S, but continue to be strong social connections in Polish and Indian organizations, found MIT’s Olenka Kacperczyk with Jeffrey Sanchez-Burks, and Wayne E. Baker of University of Michigan in an unpublished working paper.

Jeffrey Sanchez-Burkes

Jeffrey Sanchez-Burkes

They conducted surveys across the U.S., Poland, and India and determined that fewer than one-third of Americans reported inviting their closest colleagues to their homes, compared with two-thirds of Polish participants and nearly three-quarters Indian employees.

The discrepancy among groups in amount of off-work time spent with workplace friends is dramatic:  Just under half of Indian survey volunteers reported going on vacation with closest co-workers, whereas one-quarter of Polish workers and only 6% of Americans said they shared a holiday with colleagues.

Richard Nisbett

Richard Nisbett

Americans were also significantly less concerned with social interactions during work tasks, compared with Mexican and Mexican-American participants, found University of Southern California’s Jeffrey Sanchez-Burks with Richard E. Nisbett and Oscar Ybarra of University of Michigan.

Oscar Ybarra

Oscar Ybarra

After volunteers from each cultural background watched a four-minute video of two people working together, Mexicans and Mexican Americans more accurately recalled social and emotional group content.

Mexicans and Mexican Americans also preferred workgroups with a strong interpersonal orientation, and said that group work performance could be improved by focusing on socio-emotional elements.

Robert D. Putnam

This focus on socio-emotional performance more greatly influenced group task success than the group’s ethnic composition.
This suggesting that Americans’ trend toward social disengagement, described asbowling alone’ by Harvard’s Robert D. Putnam, could undermine their productivity.

Adam Grant

Adam Grant

One explanation for national differences is that in the U.S., long-term employment is less secure than in countries with labor protection statues.
As a result, people can’t expect to stay indefinitely in one role, so remain detached to prepare for voluntary or involuntary job changes.
In fact, Wharton’s Adam Grant argued that “We view co-workers as transitory ties, greeting them with arms-length civility while reserving real camaraderie for outside work.”

Some observers attribute interpersonal disengagement to newer models of working, such as telecommuting and working remotely.

Ravi S. Gajendran

Ravi S. Gajendran

However, evidence from more than 45 studies of at least 12,000 employees that “telecommuting had no generally detrimental effects on the quality of workplace relationships,” particularly when people came to an office at least half the time, according to University of Illinois’s Ravi S. Gajendran and David A. Harrison of University of Texas.

Even if workplace relationships don’t become friendships, brief encounters can be high-quality connections characterized by respect, trust and mutual engagement.

Jane Dutton

Jane Dutton

These interactions energize participants, posited University of Michigan’s Jane E. Dutton, and may address potential decreases in employee engagement and collaborative productivity.

-*To what extent do you have strong workplace friendships?

-*How have you seen workplace friendships affect work quality and productivity

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Reputation Affects Women’s Promotion, Earnings

Lily Fang

Lily Fang

Sterling Huang

Men gain greater reputation and job performance benefits from professional connections than women with equivalent or better education and job skills, according to INSEAD’s Lily Fang and Sterling Huang of Singapore Management University

Lauren Cohen

Lauren Cohen

Fang and Huang examined U.S. equity analysts’ alumni connections with senior officers and board members of up to eight companies, using an approach pioneered by Harvard’s Lauren Cohen, and Christopher Malloy with Andrea Frazzini, of AQR Capital Management.

Christopher Malloy

They considered analysts’:

  • Year-end earnings per share (EPS) forecasts,
  • Buy – sell stock recommendations from 1993 to 2009,
  • Price impact of their recommendations,
  • Selection to “All America Research Team” (AA) by Institutional Investor magazine during the same period.
    This recognition is based on the institutional investors’ subjective evaluation of each analyst’s industry knowledge, communication, responsiveness, written reports, and related skills.
Andrea Frazzini

Andrea Frazzini

Forecast accuracy is one of the least important selection criteria,.
As a result, skillful analysts may be overlooked as an “All America” member if they are not visible and well-regarded by decision-makers.

Connections directly contributed to male analysts’ likelihood of being named to the  “All America Research Team” (AA).
This relationship did not hold for female analysts, suggesting that investors subjectively value male analysts’ connections but not those of female analysts.
This difference leads to significant financial consequences for male and female analysts because those awarded the AA title earn around three times more than those without.

About 25% of women and men analysts shared a school tie with a senior officer or board member in the firms they cover, and these connections significantly improved men’s forecast accuracy more than women’s.
These connections also improved the impact of male analysts’ stock recommendations, measured by market reaction to their buy and sell calls.

Female analysts with a connection to a female executive at firms they covered had a highly significant improvement in accuracy ranking, yet male analysts with a male connection experienced almost twice as much accuracy improvement.

Herminia Ibarra

Herminia Ibarra

This significantly different impact of similar connections early in women’s and men’s careers could explain gender gaps that exist throughout long-term career trajectories.
This finding supports Herminia Ibarra’s similar results for men and women in an advertising firm, where men capitalized on network ties to improve their employment positions.

Women who are capable of executive roles at these Wall Street firms may remain in analytical roles because promotion to General Manager roles depends on subjective evaluations by current decision makers, who are usually men.

Fang and Huang concluded that despite mandated protections against gender discrimination in the U.S, men and women may be evaluated using different subjective criteria, even with the benefit of social connections.
This leads to differential career advancement for women and men.

Ronald Burt

Ronald Burt

These career-related social connections, or social capital, are affected by legitimacy, reputation, and network structures, argued University of Chicago’s Ronald Burt.
He noted that “holes” in a social network are entrepreneurial opportunities to add value, and Burt argued that women should have equal opportunities to fill network holes and increase their possibility of advancement.

However, he noted that “entrepreneurial networks linked to early promotion for senior men do not work for women” because women are not accepted as legitimate members of the population of highly promotable candidates.

Burt opined that women and minorities who succeed despite this disadvantage gain access to social capital by leveraging the network of a legitimate strategic partners.
This economic analysis may explain the powerful advantage of sponsors for women and minorities in the workplace.

-How do you identify and fill “structural holes in social capital networks”?

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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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