Advanced Management - Data Driven Charismatic Leadership

Section two covers making decisions and solving problems, including noticing and analyzing problems, and using statistics to target problems and make decisions.

Develop the ability to notice problems through awareness, training, and sensitivity, using multiple data sources to frame issues as systematic, anomalous, or behavioral for timely action.

Engage with awareness, sensitivity, and framing to continually scan the environment, assess events, and balance sensitivity to avoid missing problems or overreacting to minor issues.

Identify potential negative problems that hinder your goals. Use examples like not reaching your daily service levels to practice recognizing barriers.

Learn to tackle sales scenarios with worked examples, using data-driven checks—compare to the previous year and targets, examine variation with standard deviation, and compare like with like.

Explore how an executive leadership team seeks more data to understand performance beyond hitting monthly KPIs, examine processes to identify opportunities, and make better decisions.

Outline a cupcake making process from weighing ingredients to baking and icing, while illustrating how to chunk steps and decide how much detail to include.

Examine two data types, quantitative and qualitative, and explore methods to map a process, including process flow and the brown paper exercise.

Explain how standard deviation measures process variation in normally distributed data, using ranges and a bell curve to depict 68%, 95%, and 99.7% outcomes.

Understand the mean average, its sensitivity to outliers and limits for measuring reliability, then compute standard deviation and variance by squaring differences from the mean and taking the square root.

Analyze how normal distribution informs variation in Melissa's production, using standard deviation to bound 68%, 95%, and 99.7% of piece diameters.

Analyze the problem by assessing the bell curve shape and the eight hundred seventy ml specification, noting most pieces fall outside the acceptable range, creating defects and give-away waste.

Apply Six Sigma principles by comparing the voice of the process to the voice of the customer, ensuring process capability and data accuracy to meet customer needs.

Navigate decision making by framing choices, identifying problems, and weighing data and risk. Adapt strategies with experimentation versus analysis, recognizing biases and situational trade-offs.

Navigate the complexities of decision making when multiple options, actors, incentives, and unknown facts or responses intersect with outside influences and external conditions.

Discover how we make decisions across four lectures, weighing rational thought against intuitive system one and analytical system two thinking, and apply decision making tools to improve choices.

Compare rational and non rational decision making and introduce system one and system two thinking. Examine evidence, weighting, assumptions, and hypothesis testing with bayesian logic.

Analyze the thinking process by forming a hypothesis about why the homeworking team has lower desk presence than the office group, design a two-group experiment, and plan a serious talk.

Engage in an exercise that examines your internal conversation, identifies potential problems with your conclusions, and questions why you might be wrong about what is happening.

Explore bayesian theory by defining hypothesis, evidence, and likelihood, and learn how Bayes' theorem updates prior beliefs as new evidence refines probability assessments.

Explore how managers rely on limited experience rather than bayesian reasoning, and consider how data driven analysis could improve decision making and outcomes.

Explore how managers balance rational thinking and intuition, apply Bayesian logic to update beliefs with new evidence, and narrow the range of possibilities amid biases.

Explore biases from system one and system two thinking, including the availability heuristic, confirmation bias, fundamental attribution error, halo effect, base rate fallacy, and anchoring.

Analyze system 1 and system 2 thinking and practice identifying biases such as availability heuristic, confirmation bias, fundamental attribution error, self-serving bias, halo effect, base rate policy, and anchoring bias.

Understand the size and complexity of decision making, why it’s tricky, and the factors involved, across the various awareness levels. Develop personal awareness of your own decision-making process.

Use decision support tools as a helpful aid to think through decisions, but beware data quality and subjective inputs creating an illusion of rigor, not replacing managerial analysis.

Engage system two thinking to increase awareness of bias and thinking processes, adopt grid analysis and decision-making software, and explore future artificial intelligence as a thinking tool.

Apply decision making tools to slow thinking and give the system a chance to engage using pen-and-paper methods. Explore tools like swot analysis, fishbone diagrams, brainstorming, and lotus blossom.

Learn how to use the fishbone diagram as a root cause analysis tool to explore causes across people, equipment, methods, and materials, guiding investigations and better decisions.

Define your outcome, map stakeholders and drivers, assess constraints, and identify feasible choices to navigate demands across an organization.

Explore force field analysis as a visual tool that weighs forces for change against resistance in a dynamic organization, including reporting, IT issues, training, and stakeholder factors.

Learn practical brainstorming techniques to generate ideas with a group or individually, using sticky-note sessions to capture seven ideas quickly and position no-brainers and novel options for evaluation.

Discover the six thinking hats method from the Debono Group to surface diverse perspectives, using white (facts), red (feelings), green (creativity), black (judgment), and blue (process) hats.

Engage your strategic thinking with a quiz that covers thinking tools, SWOT analysis, fishbone diagram, demands constraints and choices, and forces of change and forces of resistance.

Define measurable goals by choosing concrete metrics, from KPIs to qualitative observations, and craft practical measurement plans that track participation and meaningful performance changes.

Assess achievability with a subjective scale and a matrix of speed of implementation and degree of change, and use a graphic equalizer to weigh resources and resistance.

Set goals with a clear deadline and put it on the calendar to track progress; the lecture favors time bound over timed or timely.

Explores the idea of 'dumb goals' as wild ideas that can spark innovation, while advising caution in how many to pursue against the prevailing wisdom.

Explore factors affecting goal achievability, including resources required, levels of resistance, the difference between current and post-goal states, and the speed of implementation.

Define a plan as a set of actions to be completed, detailing how to complete them, who will complete them, and the order in which they are to be completed.

Navigate the quiz by ordering the list, grouping tasks into two stages, selecting intervals, and identifying completion dates and dependencies.

Identify a risk as a future event or circumstance that could harm you, your team, customers, or society; when it materializes, it becomes an issue.

Identify and analyze risk, then decide to ignore, mitigate, manage, or eliminate it, because choosing the right response lies at the heart of effective risk management.

Apply system 1 and system 2 thinking to risk analysis by recognizing biases and heuristics, like the availability heuristic, and slow down decisions using structured thinking tools.

Assess risk as a probability-based forewarning, acknowledge the psychology behind it, be honest with yourself about consequences, and recognize that not all risks are equal in likelihood and impact.

Apply the availability heuristic to risk perception by recognizing how memorable events can lead us to overestimate some risks and underestimate others.

Execute your plans by applying personal skill and commitment, and seek clarity about what needs to be done, often through a meeting.

Identify the ten meeting musts for investment success: set a clear reason, smart goals, publish the agenda, invite the right people, organize, review and define actions, assign actions, and record.

Clarify and state the stated reason why for a meeting. Decide whether an update, problem solving, ideas, management, project, or review session is needed, or if another communication form suffices.

As an exercise, practice setting smart goals for your next meeting, especially if you organize or invite others; it creates accountability and starts a trend of smart goals in meetings.

Publish the agenda as a clear route map to a meeting goal, outlining data review, analysis, feedback, and action steps. Do so beforehand so participants know the path and priorities.

Organize meetings by planning logistics across time zones, virtual or physical formats, and preparing documents and equipment, then send invitations with clear reasons and outcomes.

Pause to reassess meeting discipline, focusing on pre-meeting planning, the agenda, and the right participants to avoid ad hoc sessions that waste thousands to hundreds of dollars, yen, and euros.

Learn to lead meetings as an assertive chairperson using the a disco framework—adult to adult communication, I statements, direct but polite dialogue, solution focus, and ownership.

Assertive attendee helps keep meetings productive by clarifying goals and reducing frustration when meetings feel aimless.

Define and assign actions at each agenda point, designate owners and deadlines, and use an action board to summarize accountability, ensuring every meeting delivers clear follow-up.

Record meetings with a device if needed, but prioritize concise notes and assign someone to take minutes detailing actions and deadlines, then distribute them promptly after each meeting.

Apply the 10 meeting musts by stating smart goals, publishing the agenda, gathering the right people, organizing the meeting, and defining, assigning, and recording actions.

Publish a meeting agenda with small goals to get right people there, organize session, and drive action; be an assertive chairperson and attendee, review and define actions, and record outcomes.

Identify issues as problems and apply data-driven problem solving, using root cause analysis, data gathering and analysis (statistical and qualitative), while flagging biases and planning before execution to avoid firefighting.

Explore how project management platforms provide planning tools, communication channels, calendars, task assignments, and integrations to support teams, while emphasizing that leadership and decisions drive outcomes.

Label the boxes that denote types of activity, including urgent, important, active, positive, and reactive, to reinforce key leadership concepts.

Facilitate execution by guiding people through facilitation, direction, and delegation to execute the solution effectively.

Learn how facilitation creates space for team execution with clear direction, specific tasks, and smart instructions, while delegation empowers autonomy and navigates directive styles.

Delegation is a spectrum, not binary, mapped to ten levels from high manager control to high team freedom per Tannenbaum and Schmidt; choose the level that balances control and development.

Delegation develops individuals and empowers teams, shaping culture, freeing leaders to plan and assess risk. Fear of losing status or blame can hinder delegation, so use risk analysis and facilitation.

Explore the power of the leader and how power intersects with leadership style in section five, which includes two lectures.

Explore what power means in management and its contingent nature. See how influence carries responsibility within a contractual employer-employee relationship exchanging time and pay.

Reward power stems from the ability to reward others, giving managers influence through bonuses, good reviews, and promotions within a hierarchy. The lecture links this to incentives and transactional leadership.

Explore how power shapes leadership style, comparing participative and directive approaches. See how managers vary along a hyperdimensional taxonomy of management categories and why participative management often yields benefits.

Explore autocratic, democratic, and delegated leadership styles, plus consultative and participative approaches, and see how a leader's dominant time spent at each level shapes power dynamics and decision making.

Explore how participative leadership yields better results through two mechanisms: the motivational model and the exchange based model. Evidence supports improved outcomes, while full proof remains elusive.

Explore what it means to be charismatic and what attracts followers, and learn how to be a charismatic leader. Examine motivational behaviours, criticisms of charisma, and charismatic communication.

Clarify charisma as a defined quality, explore whether it is real or subjective, and review research on whether leaders can develop charismatic leadership.

Explore charisma from the leader, followers, and situation, tracing its origins as a divine gift. Examine how charisma bonds followers, counters bureaucracy, and shapes workplace leadership and risks.

Explore the overlap between charismatic and transformational leadership and compare related concepts such as inspirational, motivational, transactional, ethical, and authentic leadership.

Explore why followers are drawn to charismatic leaders through self-concept theory, examining follower perspectives and how personal self-identities shape allegiance.

Shows how self-concept drives charismatic leadership by linking work to self-esteem and outlining five leader behaviors: value of effort, high expectations, value of the goal, optimistic future, and personal commitment.

Discover how charismatic leadership connects to an employee's self-concept by comparing two manager approaches with Aisha, showing how tapping her self-view drives commitment and a quick turnaround.

Meet Sarah demonstrates how managers boost self esteem and autonomy by involving experienced employees in ongoing projects, aligning tasks with self concept to improve engagement and results.

Pause to relate to your team by learning their identities, values, goals, and intrinsic motivators; get to know them over time to fuel internal motivation.

Focuses on the leader's behavioral attributes shaping charisma, detailing vision and articulation, sensitivity to the environment, sensitivity to members' needs, personal risk, and unconventional behavior, and how context frames perception.

Charismatic leadership communicates through symbolic, value-laden messages conveyed via verbal and nonverbal signals, using metaphors and stories to show conviction, competence, and willingness to pay the cost.

Antonakis identifies three components of message delivery: delivery style, substance, and framing, showing how each shapes what you say and why you say it for the listener.

Explain the substance by linking values to action, persuading staff with tangible metrics, measuring a doughnut's 2 cm height to imagine a 1022 meter tower, and posters that resonate.

Explore charismatic communication techniques through framing, storytelling, contrasts, and repetition. Signal what matters, convey values, build confidence, and deliver with voice, expressions, and humor.

Explore section seven of transformational leadership and examine the four eyes of transformational leadership as presented in lecture twenty eight.

Explore the four i's of transformational leadership and the forces shaping it, building on the overlap with charismatic leadership.

Explore the four I's of transformational leadership—idealized influence, inspirational motivation, intellectual stimulation, and individualized consideration—and their role in the MACU multifactor leadership questionnaire.

Identify idealized influence and inspirational motivation, then recognize intellectual stimulation and individualized consideration in a quiz on charismatic leadership.

Examine the facets of authentic leadership in section eight, as covered in lecture 29 on authentic leadership.

Explore authentic, charismatic, and transformational leadership through Christine’s example, emphasizing ethical decision-making, transparent communication, and a data-driven approach to problem-solving.

Explore the characteristics of ethical leadership and its opposite in section nine, clarifying how these approaches shape leadership practices.

Answer this quiz on ethical leadership principles, linking alignment's core values to idealised influence and follower trust, honesty, and principled behavior; name an unethical form: pseudo transformational leadership.

Explore section 10 and its focus on transactional leadership. Understand how transactional leadership fits into data-driven charismatic leadership in advanced management.

Examine dimensions of transactional leadership as exchanges driven by extrinsic motivation, where pay and bonuses motivate individuals within a market view of labor.

Define a transaction as an exchange—bartering or a promise to pay labor for salary—and outline its dimensions: contingent reward, active management by exception, and passive management by exception.

A transactional leader uses contingent reward to motivate by creating constructive exchanges with team members through mutual beneficial transactions, setting clear goals, and linking performance to credible rewards.

Explore passive management by exception, where leaders set up agreements but rarely monitor compliance. They act only when issues arise, with occasional checks in place.

Blend transactional and transformational leadership to fit the situation and team, avoiding a one-dimensional toolbox; consider leader-member exchange and motivational leadership to sustain motivation.

Examine laissez-faire leadership, a non leadership approach where you leave your team to it, but remain engaged, since completely standing back is not effective.