KI

Module 3 — Critical Thinking & Problem-Solving

Lecture Context & Purpose

  • Timestamp reference: "Five twenty two"—part of Module 3 on interpersonal skills for effective decision-making.

  • Central thrust: mastering critical-thinking (CT) and problem-solving (PS) as deeper, reflective layers that parallel yet intensify the rational decision-making model introduced in Week 1.

  • Agenda outlined by lecturer:

    • Define CT; walk through the process.

    • Surface typical barriers (biases, fallacies).

    • Tie CT to practical PS for better decisions.

Why Critical Thinking Matters in Decision-Making

  • Moves us from surface-level reactions to evidence-based, context-sensitive judgments.

  • Adds rigor to each phase of the rational model: identifying problems, generating options, selecting, and evaluating.

  • Prevents premature closure, groupthink, and confirmation bias highlighted in the "decision-making bias" chapter.

Essential Dispositions / Checklist for Critical Thinkers

  • Inquisitiveness – cultivated curiosity; constant questioning across domains.

  • Concern to be Well-Informed – intrinsic motivation to gather accurate, comprehensive data.

  • Alertness to CT Opportunities – mindfulness & presence to notice when deeper analysis is needed.

  • Measured Self-Confidence – realistic belief in one’s reasoning skill, avoiding inflated overconfidence.

  • Open-Mindedness – readiness to engage divergent worldviews; willingness to test personal assumptions.

  • Flexibility – adaptability in opinions and approaches; readiness to update beliefs.

  • Seeking to Understand Others – empathetic, non-defensive inquiry into others’ reasoning ("meeting of the minds").

  • Fair-Mindedness – active awareness of one’s own biases, striving for balanced appraisal.

  • Honesty – transparent acknowledgment of personal prejudices, stereotypes, egocentric tendencies.

  • Prudence / Suspension of Judgment – resisting snap conclusions; allowing evidence to accumulate.

  • Willingness to Reconsider & Revise – recognition that opinions are dynamic; iterative self-correction.

Working Definition (Graphic Summarized)

  • CT = "purposeful, reflective judgment" that weighs:

    • Evidence

    • Context

    • Methods

    • Standards of quality

    • Conceptualizations & assumptions

  • Goal: determine what to believe & what to do through reasoned consideration.

Five-Step Critical-Thinking Process (mirrors Rational Model)

  1. Identify the problem & set priorities.

  2. Determine relevant information for deeper understanding.

  3. Enumerate options & anticipate consequences.

  4. Assess, synthesize & make a preliminary decision.

  5. Scrutinize the process & self-correct (evaluation/learning loop).

Six Core CT Skill Domains

  1. Interpretation – deriving meaning & significance.

    • Guiding questions: “What does this mean?”, “In context, what was communicated?”, “How can we categorize this?”

    • Caveat: meaning filtered through social conventions & personal experience ⇒ potential bias.

  2. Analysis – parsing relationships among ideas, evidence, arguments.

    • Probe: “What reasons support this?”, “What assumptions underlie that conclusion?”, “Pros & cons?”

  3. Inference – drawing logical conclusions, building/test hypotheses.

    • Probe: “Given X, what can we conclude or rule out?”, “What additional info is required?”, “Alternate assumptions?”

  4. Evaluation – judging credibility & logical strength.

    • Examine source trustworthiness vs. content veracity; detect logical fallacies; gauge confidence level.

  5. Explanation – articulating coherent, evidence-backed rationale.

    • Ask for data specifics, methodology, reasoning chain, decision criteria.

  6. Self-Regulation – monitoring & adjusting one’s cognition/emotion.

    • Meta-questions: “Is our definition precise?”, “Did we follow methodology?”, “What are we missing?”, “Reconcilable inconsistencies?”

Common Barriers & Obstacles

A. Logical Fallacies (non-exhaustive core list)
  • Straw Man

  • Ad Hominem (appeal to the person)

  • Appeal to Popularity (ad populum)

  • Appeal to Tradition

  • Genetic Fallacy

  • Equivocation (shifting meaning of terms)

  • Appeal to Ignorance (argumentum ad ignorantiam)

  • False Dilemma (either-or)

  • Begging the Question (circular reasoning)

  • Hasty Generalization

  • Slippery Slope

  • Composition & Division errors

B. Cognitive & Data Biases
  • Present across all CT steps—collection, assumption formation, interpretation, conclusion.

  • Examples: confirmation bias, self-fulfilling prophecy, overconfidence, social conditioning.

Four Foundational Habits to Strengthen CT

  1. Ask Basic Questions – What/How/Why? What are we overlooking?

  2. Relentlessly Question Assumptions – Are they still relevant? Could a different premise fit?

  3. Monitor Personal Biases & Heuristics – Recognize mental shortcuts’ influence.

  4. Reverse Causality & Relationships – If X \rightarrow Y seems true, test Y \rightarrow X (e.g., job performance → job happiness).

Practical Tools Supporting CT

  • Checklists – offload routine steps from working memory; free cognition for deeper analysis.

  • Mindfulness – enhances self-observation of thoughts & emotions; reduces knee-jerk bias.

  • Brainstorming (Critical Brainstorming) – expansive option generation; combats premature convergence.

Problem-Solving Techniques Integrated with CT

  • Solution-Focused Mind-set – spend cognitive resources on how to fix rather than on lamenting the problem.

  • “5 Whys” Root-Cause Analysis – iterative questioning to trace issue to origin.

    • Each “why” peels back a causal layer: \text{Effect}1 \xleftarrow{?} \text{Cause}1 \xleftarrow{?} \dots \xleftarrow{?} \text{Root Cause}

  • Occam’s Razor – prefer simpler explanations unless complexity adds explanatory power.

  • Alternative Listing – exhaust possibilities to avoid tunnel vision.

  • Lateral Thinking – “digging another hole” instead of deeper same hole; break from path dependence.

  • Possibility Language – “What if…?”, “Suppose…”, encourages creativity and openness.

Connections to Previous & Later Modules

  • Builds upon earlier content on decision-making biases, rational decision model.

  • Foreshadows upcoming units on mindfulness (Module X) and brainstorming (Module V).

Ethical & Practical Implications

  • CT demands honesty about prejudices → fosters inclusive, respectful dialogue.

  • Fair-mindedness & willingness to revise help bridge ideological divides, advancing collaborative solutions.

  • Rigorous CT underpins responsible leadership, sustainable policies (e.g., environmental impact checks).

Numerical / Structural References Summary

  • 5-step CT process

  • 6 essential CT skill domains

  • 4 habit strategies for improvement

  • “5 Whys” loop in root-cause analysis


Take-Home: Critical thinking is not an optional add-on but the deep-running operating system for sound, ethical, and adaptive decision-making. Cultivate the dispositions, practice the six skill sets, guard against fallacies and biases, leverage supportive tools, and keep cycling through reflection-revision loops.