Diversity and Smarts
Phillips, K. “How diversity makes us smarter”
Anticipation: Social differences lead to anticipation of differing opinions, increasing cognitive and social effort for consensus.
Informational Diversity: Diverse groups outperform homogeneous groups by bringing different information, opinions, and perspectives to problem-solving.
Causal connections: Homogeneous groups agree easily, while diverse groups anticipate differences, jolting cognitive action.
Logic of Diversity
Page, S. E. “Making the Difference: Applying a Logic of Diversity”
Superadditivity: 1 + 1 = 3. Diverse perspectives lead to innovative solutions.
Heuristics: Methods or tools to find solutions, ranging from simple rules of thumb to complex algorithms (e.g., "do the opposite of what you think").
Conditions for diversity to trump ability:
Problem difficulty: No single solver finds the best solution.
Calculus condition: Local optima of all solvers can be listed.
Diversity condition: Non-optimal solutions aren't local optima for all solvers.
Team size: Large initial pool of solvers and teams of more than a few members.
8 Lessons:
Promote interactions beyond portfolio analogy.
Contain multitudes.
Consult dissenters.
Create prediction markets.
Focus on relevant diversity.
Samuel Paul Bowie caveat: Balance diversity with ability.
Avoid lumping by identity and stereotyping.
Maintain humility in the face of mystery.
Ethics and Bias
Banaji, M. R., Bazerman, M. H., & Chugh, D. “How (Un)Ethical are you?”
Vigilance: Ethical managers are aware of potential dangers, collect data, shape environments, and broaden decision-making.
Implicit Bias: Unconscious prejudice from learned associations.
In-group favoritism: Bias favoring one's own group, leading to discrimination against those who are different.
Overclaiming Credit: Overrating individual contributions to groups.
Conflict of Interest: Bias favoring those who can benefit you.
3 Suggestions to guard against bias:
Collect data.
Shape your environment.
Broaden your decision making.
Individual Experience at Work
Sucher “Differences at work: the individual experience”
Social categorization: Categorizing self and others by race, gender, and age.
Increases stereotyping, leading to individuals evoking behavior in others that match expectations.
Stereotypes are social constructs, not necessarily true.
Implicit Biases: Unconscious attitudes and stereotypes influencing understanding, actions, and decisions.
Stereotype threat: Fear of confirming negative stereotypes, impairing performance.
Multiple identities: People act differently at work to avoid stereotypes.
Growing Managers
Ellington-Booth, B. & Cates, K. L. “Growing managers: moving from team member to team leader”
Case Study Details:
Location: Chicago, Illinois → Phoenix, Arizona
Company: Colortech Greenhouses, Inc
Premium grower/distributor of flowers.
Known for patented hybrid plants and high-tech operations.
Located in Phoenix, San Diego, and Columbia.
Characters: Alex Hoffman, Gregorio Torres, Sarah Vega, Chelsea Peterson, Nick Ruiz, Campbell (Regional Manager).
Vega: Sporadic, late.
Hoffman: Dismissive, highest seller, rude.
Torres: Uninterested in sales, enthusiastic about ideas.
Ruiz: Wanted sales position, energetic.
Peterson: Hostile, jealous of Ruiz.
Key problems: Case about Richardson (from Chicago to Phoenix).
Teamwork Misperceptions
Hackman, J. “Six common misperceptions about teamwork”
(1) Conflict can be beneficial: Well-managed conflict focused on objectives can generate more creative solutions.
(2) Longevity improves performance: The longer members stay together, the better they perform.
(3) Smaller is better: Larger groups lead to social loafing; small teams are more efficient.
(4) Face-to-face interaction matters: Remote teams are at a disadvantage; face-to-face interaction is beneficial.
(5) Leadership fostering self-management: Leaders should create conditions for members to manage themselves competently.
(6) Preparation is key: Leaders should provide clear objectives, resources, and support.
Discipline of Teams
Katzenbach, Jon R., Smith, Douglas K. “The Discipline of Teams”
Working Group vs. Team:
Team: Small group with complementary skills, common purpose, performance goals, and mutual accountability.
Working Group: Strong leader, individual accountability, broader organizational mission, individual work products, efficient meetings, indirect effectiveness measures, discusses, decides, and delegates.
Team: Shared leadership, individual and mutual accountability, specific team purpose, collective work products, open discussion, direct performance measures, discusses, decides, and does real work together.
Mutual Accountability: Shared responsibility for commitments.
Performance Goals: Define work products distinct from organizational mission and individual objectives.
Facilitate communication and constructive conflict.
Enable small wins to maintain focus.
Interpersonal Skills: Risk-taking, criticism, objectivity, active listening, giving benefit of the doubt, recognizing others' interests.
Building Team Performance:
Establish urgency, demanding standards, and direction.
Select members for skill and potential.
Pay attention to first meetings.
Set clear rules of behavior.
Set immediate performance-oriented tasks.
Challenge the group with fresh information.
Spend time together.
Exploit positive feedback and reward.
Leadership in Work Teams
Cardon, P. & Miller, Paddy “Leadership in Work teams”
Chemistry: Result of team dynamics, not the cause.
Tuckman Model: Forming, storming, norming, performing cycle.
Forming: Getting to know each other.
Storming: Responding with different viewpoints; bids for power.
Norming: Establishing rules and norms.
Performing: Collaborative work.
Coalitions: Appear when leaders don't control communication, leading to confrontation.
Constructive vs. Destructive Cycles:
Constructive: Trust building, communication, organization, and collaboration.
Destructive: Individual objectives prioritized over shared ones, leading to disorganization and disinterest.
Constructive Roles:
Contributor: Provides technical information.
Communicator: Facilitates discussion.
Questioner: Questions objectives and methods.
Collaborator: Works and shares successes.
Destructive Roles:
Doubter: Indecisive.
Distracted: Leaps over schedule.
Diplomat: Avoids arguments for consensus.
Dominator: Imposes views.
Defeatist: Pessimistic.
Leadership Styles:
Transcendent: Unites around objectives with extrinsic, intrinsic, and transcendent goals.
Generates structural cohesion.
Transforming: Unites around extrinsic and intrinsic objectives.
Generates emotional cohesion.
Transactional: Unites around extrinsic objectives.
Generates instrumental cohesion.
Confrontation vs. Disagreement:
Conformity: Deceptive state; members appear to agree but are not committed.
Confrontation: Discussion colored by personal judgments.
Disagreement: Respectful differing opinions.
Unity: Consensus and commitment.
Google's Perfect Team
Duhigg, C. “what google learned from its quest to build the perfect team”
Team A vs. Team B:
Team A: Smart, efficient, no side comments.
Team B: Mixed execs and managers, inclusive, free-flowing discussion.
Team B Preferred: Free-flowing and inclusive.
Sakaguchi: Used story as a method to provide a safe environment to show humanity.
Voice/Trust/Safety: Sakaguchi shared his cancer story to build trust and psychological safety, encouraging others to be themselves.
Key characteristics of effective teams?
Fearless Organization
Christensen, Karen “the fearless organization: thought leader interview with amy edmondson”
Psychological Safety: Belief that environment is safe for interpersonal risk-taking; voices welcomed/expected without penalty.
BAD: Silence creates safety risks and lost improvement opportunities.
Leadership Suggestions:
Humble listening: Absorb what others say with interest.
Framing: Alert workers to catch deviations.
Emphasize purpose: Why it matters and for whom.
Practice inquiry: Ask good questions, model learning.
Express appreciation.
Destigmatize failure: Offer help, discuss next steps.
Team Emotional Intelligence
Greaves, Jean and Watkins, Evan “team emotional intelligence 2.0: Peak Performance”
Situational Background: Cathedral Peak climb in Yosemite.
Characters and Moments:
Alicia: Seasoned climber, confident.
Rob and Amir: Less experienced.
Amir forgot food, frustrating Alicia.
Ignored missing weather report, storm approached.
Alicia continued due to Amir's departure; Amir embarrassed to object.
Alicia struck by lightning.
Case Studies
Growing Managers
Location: Chicago, Illinois to Phoenix, Arizona.
Company: Colortech Greenhouses, Inc.
Key Characters: Alex Hoffman, Gregorio Torres, Sarah Vega, Chelsea Peterson, Nick Ruiz, Campbell (Regional Manager).
Key Issues: Team dynamics and challenges in transitioning management from one location to another.
Teamwork Misperceptions
Addressing common myths about teamwork and effective collaboration strategies through various case studies.
Google's Perfect Team
Analysis of team dynamics and effective communication as learned from Google's diverse teams.
Fearless Organization
Exploration of psychological safety in teams and how it impacts performance and innovation.
Team Emotional Intelligence
A case study on the dynamics of team performance during a high-pressure situation in a climbing expedition, highlighting emotional intelligence and decision-making under stress.