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Evidence-Based Management
Management that emphasizes the use of evidence from multiple sources to inform decision making.
Organizational Behavior (OB)
The study of human behavior in organizational settings and the interface between human behavior and the organization.
Correlation
a statistical measure that indicates the extent to which two variables fluctuate together, showing how strongly they are related.
Causation
The action of causing something; implies that one event is a result of the occurrence of another event.
Case Studies
In-depth descriptions of a single company or industry, useful for detailed insights but difficult to generalize.
Surveys
Research tools that gather information from individuals by asking questions.
Field Studies
Research conducted in real-world settings rather than in controlled environments. (can involve experimental design of treatment and controlled group)
Laboratory Studies
Research conducted in controlled settings, often using treatment and control groups to understand causal relationships.
Machine Learning
A method of data analysis that automates analytical model building, allowing computers to learn from data. Where ai systems learn from data and improve their performance over time without explicit programming.
Reliability
The degree to which an assessment tool produces stable and consistent results over time.
Validity
The extent to which a concept, conclusion or measurement is well-founded and corresponds accurately to the real world. Does the measure actually capture what it intends to measure?
Cultural Impact on Behavior
How the cultural environment influences individual and group behaviors within an organization.
Variable Relationships
The connections or interdependencies between different factors that influence outcomes in organizational settings.
Treatment Group vs. Control Group
In experimental research, a treatment group receives the intervention or manipulation being studied, while a control group does not, serving as a baseline for comparison to determine causal relationships.
Rational Conflict
Who is Doing What
personal
demands
expectations
dysfunctional
Task Conflict
What is being done
Content
goals
functional
constructive
Conflict Management
Strategies used to handle and resolve conflicts.
Conflict
A process that involves people disagreeing.
IntRApersonal Conflict
Conflict that occurs within a person due to uncertainty about a task or inadequacy.
IntERpersonal Conflict
Conflict that occurs between two individuals.
IntRAgroup Conflict
Conflict that takes place among members of a group.
IntERgroup Conflict
Conflict that occurs among different groups, such as management vs. employees.
Cognitive Dissonance
(Intrapersonal conflict)
State of conflict between personal attitudes, beliefs, and/or behaviors.
Is Conflict always bad?
Moderate Conflict: A healthy part of organizational life that can improve performance.
Lack of conflict: Indicates that people do not care
Task conflict is good in early stages
Relationship conflict is rarely good
What care about conflict?
good conflict can lead to
Better team performance
Well-being & Satisfaction
Team growth
creativity & better decisions
diverse ideas
increased participation
What causes of Conflict
Organizational structure
limited resources
Task interdependence
incompatible goals
personality differences
communication problems
Ways to manage conflict
Change the structure
change the composition of the team
create a common opposing force
consider majority rules
problem solve
consider the role of mood
Conflict handling Styles
Accommodation
Avoidance
compromise
collaboration
Competition
Compromise
A conflict handling style where both parties reach a middle ground.
Collaboration
A conflict handling style that focuses on assertive and cooperative solutions.
Avoidance
A conflict handling style characterized by uncooperative and unassertive behavior. denying existence of conflict postponing decisions
Accomodation
A conflict style where one party gives in to the other.
Competition
A conflict style where one party pursues its own goals at the expense of others. Can lead to poor relationships
Ways to promote conflict
Psychological safety: encourages people to disagree without fear or reprisal
Devil Advocacy
Heathy competitions to stimulate ideas.
Negotiation Process
Investigation – consider goals, outcomes, what you will
and will not concede
BATNA – “Best Alternative to Negotiated Agreement”
3. Presentation – pitch it! Expect the other side will have a
different version of reality.
4. Bargaining – explore each party’s constraints for optimal
outcome; get comfortable with silence
5. Closure – agree or walk away
Distributive Approach (negotiation structures)
A traditional negotiation strategy that sees the situation as a fixed pie to divide.
Integrative Approach (negotiation structures)
A negotiation strategy where both parties seek to maximize joint gains.
“Fixed Pie” Bias in Negotiation
It is a common assumption that one’s interests in a
negotiation directly conflict with other party’s interests.
● Creates a tendency to focus on “value claiming” and
neglect “value creation”
○ Distributive Issues: Assume ALL issues are distributive.
○ Integrative issues: Don’t even look for creative, value-creating options
Pareto Optimal Outcome
An outcome where no one can be made better off without making someone worse off. With a trade formula/ line. ( optimal trading from econ)
Justifications
Rational reasons provided to support requests in negotiations. The presence of a justification can be more powerful than the quality of the justification.
Third Party Negotiations
Involvement of a neutral third party to help resolve disputes.
Mediation/ mediator
A process where a mediator (third party) helps parties reach an agreement. Mediators can facilitate conversations, make suggestions and recommendations
Arbitration
A process where a neutral third party makes a binding decision. Last resort in dispute resolution of mediator doesn’t work.
Cultural Conflict
Differences in how various cultures understand and handle conflict.
Team Productivity Formula
Actual Productivity= Potential Productivity + Synergistic gains - Process Losses
Actual Productivity
The real output of a team based on current functioning and performance.
Potential Productivity
The maximum possible output that a team is capable of achieving given the right conditions.
Synergistic Gains
Additional productivity benefits that occur when team members work together. how well people work together.
Process Loss
loss of productivity due to factors like conflict, miscommunication, or lack of resources.
Motivation Losses
Loss in team productivity that occurs when team members do
not work as hard as they could. “social loafing” “Free riding”
How to reduce motivation loss
raise accountability
Help team members understand how their effort contributes to the overall goal
Emphasize the valuable contributions of each team member
Ensure team members engage in work that they enjoy doing, are good at, or want to improve on
Establish group cohesion and trust
Ability Losses
Performance reductions that occur when team members are not put in their positions of expertise. Tasks don’t match skill set.
How to reduce ability losses
Put people in their positions of expertise
Build in time to rehearse so that people can build expertise in the things they need to be expert in
Formal training
Avoid distractions
Coordination Losses
Inefficiencies that arise from managing team processes rather than focusing on task performance. (disjointed final products, bottleneck (waiting for others), miscommunications)
Reduce Coordination Loss
Plan - don’t hit the ground running
Create a common language, vision, and goal
Determine procedures, roles, and coordination processes
Make communication channels formal and clear
Assign a “coordinator” role?
Have agendas for each meeting
Groupthink
The tendency for highly cohesive groups to prioritize consensus over critical evaluation of ideas, often leading to poor decision-making.
Normative/ reputational influence
conforming for fear of being ostracized or ridiculed → conformity although you disagree
Informational influence
believing that the group has more information and is indeed correct → conformity by actually changing your opinion
Overcoming Groupthink
Have the leader play an impartial role
● Actively seek dissenting views. Have members play the role of
devil’s advocate
● Actively discuss & assess the costs, benefits and risks of diverse
alternatives
● Ensure an open climate & solicit input from informed outsiders and
experts
● Allow time for reflection & do not mistake silence for consent
Informal Group
are made up of two or more individuals who are associated with one another in ways not prescribed by the formal organization
Formal work group
made up of managers, subordinates, or both with close associations that influence behavior of individuals within the group.
Stages of Group Development
Forming- Storming- Norming- Performing- Adjourning
Forming
People are getting to know each other, discovering how the group will work together. Group comes together for the first time and is optimistic about the task.
Storming
Shed of social facades
Group members explore their own power & influence
discussions can be heated, and members become defensive & competitive
How to avoid betting stuck in “ Storming”
normalize conflict
be inclusive
make sure everyone is heard
support group members
remain positive
don’t rush group development
Norming
Ground roles are established
defined operating procedures and goals
group members are committed to each other an a goal
group makes big decisions and subgroups make smaller decisions
Performing
Given the new formal rules and informal structures, group
members are getting work done and working efficiently.
● Group is more committed, competent, and autonomous.
group vs Teams
Group: a collection of individuals
A team is a particular group: a cohesive coalition of people working together to achieve mutual goals. A smaller number of people with complementary skills who are committed to a common purpose, performance goals, and approach for which they hold themselves mutually accountable.
Team Tasks
Production tasks: actually making something
Idea-generations tasks: creative brainstorming
problem-solving tasks: specific solutions and decisions
Task interdependence
refers to the degree that team members are dependent on one another to get information, support, or materials from other members
pooled interdependence
exists when team members may work independently
and simply combine their efforts to create the team’s output
sequential interdependence
occurs if one person’s output becomes another
person’s input
reciprocal interdependence
occurs when members work together on each
stage of a task
outcome interdependence
exists when the rewards an individual receives
depend on the performance of others
Barriers to effective Teams
Challenges to knowing where to begin
dominating team members
poor performance of some members
poorly managed team conflict
lack of communication 7 coordination
For Successful teamwork
make time to get to know each other in teams to understand what people bring to the table.
Assign specific roles.
Assign individual interests with group interests (common compelling vision,
rewarding group success)
Take time to reflect frequently on team process.
Be careful not to (consciously or subconsciously) crush dissent.
Bounded Rationality
A concept that suggests people have limits on their rational decision-making due to incomplete knowledge and information.
Making “good enough” decisions
Knowingly limiting options and choose first acceptable alternative
Satisficing: Accepting the first alternative that meets minimum criteria instead of pursuing the optimal choice.
Intuitive Decision Making
Making decisions based on instinct or prior experience without conscious reasoning. (scanning environment for cues to recognize patterns)
Availability Bias
The tendency to judge events as more likely based on how easily they come to mind. How easy it is to recall to memory.
Anchoring and Adjustment
Relying too heavily on initial information when making decisions. (like selling or buying a car)
Confirmation Bias
The tendency to seek out and prioritize information that confirms existing beliefs.
Attitude Polarization
Strengthening of existing beliefs due to confirmation bias.
How to avoid confirmation bias
Seek the truth
seek out disagreement, alternative view points & opinions
Escalation of Commitment
Continuing a failing course of action due to a sense of commitment.
Fundamental Attribution Error
Overemphasizing personal characteristics and underemphasizing situational factors when evaluating others.
Hindsight Bias
Seeing outcomes as more likely or obvious after they have occurred.
Narrow Framing
Defining options too narrowly, leading to limited alternatives.
Survivorship Bias
Focusing on successful outcomes while ignoring those that did not succeed.
Optimism Bias
Overestimating the likelihood of positive events while underestimating negatives.
Expected Utility
A decision theory concept that evaluates options based on their expected outcomes.
Risk Aversion
The tendency to prefer certain outcomes over uncertain ones with higher expected values. (paying $26 for a $50 giftcard) ($16 for a change to get a $50 or $100 gift card)
Peer Review
A feedback mechanism that involves critically evaluating each other's work.
Counteracting Bias
begin with awareness
widen opinions
question others assumptions
data driven systems
devils advocate (seek disagreement)
Five Steps to creative decision making
Problem recognition
Immersion (deep mental involvement)
incubation ( stepping away from a problem and letting your subconscious brain work on it, leading to unexpected insights)
illumination (Problem’s solution becomes clear, light bulb moment)
verification & application
Well-being
Psychological, physical, happiness, satisfaction
Stress
The body’s response to an environmental demand that requires adjustment or response.
Hindrance Stressors
Stress caused by factors that detract from goals and hinder personal growth.
Challenge Stressors
Demands and circumstances that cause stress but promote individual growth.
General Adaptation Syndrome (GAS)
A model describing the physiological response to stress involving alarm, resistance, and Exhaustion (potential burnout).