9.1 Cognitive Processes: Critical & Creative Thinking, Reasoning, Problem Solving
Key Takeaways
Inductive reasoning moves from specific observations to a general conclusion; deductive reasoning applies a general premise to a specific case.
Creative thinking is divergent (generating many possibilities) and is usually followed by convergent thinking (choosing the best).
Algorithms guarantee a solution for well-structured problems; heuristics such as means-ends analysis and working backward help with ill-structured ones.
Mental set is persisting with a familiar strategy; functional fixedness is seeing an object only in its usual function.
Recall (retrieving without cues) is harder than recognition, so practice should include recall.
Introduction: Advancing Cognitive Stamina in Grades 7-12
Adolescents in secondary classrooms undergo dramatic neurological and cognitive development. As their prefrontal cortex matures, students develop the capacity for advanced executive functioning, abstract propositional logic, and metacognitive reflection. However, the capacity for complex cognition does not automatically translate into consistent classroom performance. Secondary educators must deliberately structure learning experiences that move students beyond Lower-Order Thinking Skills (LOTS: remembering, understanding, and routine application) into Higher-Order Thinking Skills (HOTS: analyzing, evaluating, and creating). To prepare for the Praxis PLT: Grades 7-12 (5624) exam, candidates must understand how to develop critical and creative thinking, facilitate heuristic problem solving, guide inductive and deductive reasoning, trigger conceptual change through cognitive dissonance, and deploy graphic organizers as cognitive scaffolds.
The Cognitive Processes ETS Names
ETS asks candidates to understand the cognitive processes associated with learning: critical thinking, creative thinking, questioning, inductive and deductive reasoning, problem solving, planning, memory, and recall. Most are covered in depth below. Four deserve a short definition first:
| Process | Definition | Classroom example |
|---|---|---|
| Questioning (by students) | Generating questions to guide inquiry and monitor understanding | Students write their own research questions before investigating a local issue |
| Planning | Setting a goal and sequencing the steps to reach it | Designing an experiment's procedure before collecting data |
| Memory | Encoding and storing information for later use | Connecting new vocabulary to known roots to encode it meaningfully |
| Recall | Retrieving information without cues, which is harder than recognizing it among choices | Writing the causes of a war from memory rather than matching them |
ETS's sample items illustrate two of these processes. Asking students to make observations and draw a conclusion is inductive reasoning. Creative thinking looks at things from a new perspective: creative solutions may look unusual at first but prove workable.
Critical Thinking: Analyzing Arguments, Detecting Bias, and Logical Fallacies
Critical thinking involves the disciplined, self-directed cognitive process of analyzing, synthesizing, and evaluating information gathered from observation, experience, reflection, or communication. In secondary humanities, sciences, and mathematics, educators teach students to interrogate claims rather than passively absorb assertions.
Source Evaluation and Lateral Reading
Secondary students must be taught explicit protocols to evaluate source credibility and authorial bias:
- Lateral Reading: Rather than remaining on a single web page to evaluate its credibility via internal clues (which can be easily manipulated), students open multiple browser tabs to research what independent external sources state about the author, organization, and funding.
- Analyzing Argument Structure: Students learn to dissect an author's argument into its constituent parts: the primary claim, underlying warrants (unstated assumptions connecting evidence to claims), empirical evidence, and acknowledged counterarguments.
Identifying Common Logical Fallacies
Adolescent learners frequently encounter or employ flawed reasoning. Secondary teachers across disciplines must explicitly teach students to recognize common informal fallacies:
- Ad Hominem: Attacking an opponent's character or personal attributes rather than refuting their argument ("You can't trust Senator Smith's tax reform proposal because he is wealthy and disconnected from normal citizens.").
- Straw Man: Misrepresenting, exaggerating, or oversimplifying an opponent's argument to make it easier to attack ("Opponents of the school uniform policy simply don't care if students join violent gangs.").
- False Dilemma (Bifurcation): Framing a complex issue as a rigid either/or choice while ignoring nuanced intermediate options ("Either we completely ban all smartphone use on campus, or our students will fail every standardized test.").
- Slippery Slope: Asserting without evidence that an initial small step will inevitably trigger a chain of disastrous events ("If we allow students to chew gum in class, soon they will stop doing homework, vandalize the halls, and drop out of high school.").
- Post Hoc Ergo Propter Hoc: Mistaking chronological sequence for causal relationship ("Our team won the championship after I started wearing these socks; therefore, the socks caused our victory.").
- Circular Reasoning (Begging the Question): Stating the conclusion within the supporting premise ("This historical document is completely reliable because it was written by an infallible author.").
Creative Thinking: Divergent Exploration and Lateral Protocols
While critical thinking emphasizes evaluative and convergent reasoning, creative thinking centers on novelty, flexibility, and divergent exploration. Secondary classrooms often inadvertently suppress creative ideation by prioritizing singular, pre-determined textbook answers.
Divergent vs. Convergent Thinking
- Divergent Thinking: Generating a broad spectrum of novel possibilities, alternative pathways, and non-standard connections from a single prompt (e.g., brainstorming thirty unique ways a municipality might conserve water during a drought).
- Convergent Thinking: Synthesizing diverse data points, filtering options against specific criteria, and narrowing focus toward the single optimal, logically sound solution (e.g., selecting and calculating the most cost-effective water conservation system for the city).
High-Impact Brainstorming Protocols
- SCAMPER Technique: A structured divergent thinking tool that prompts adolescents to rethink existing products, narratives, or designs:
- Substitute (What components can be swapped?)
- Combine (Can disparate functions or concepts be merged?)
- Adapt (How can this be adjusted to a novel context?)
- Modify / Magnify / Minify (What if this were enlarged, reduced, or exaggerated?)
- Put to another use (How could a completely different industry use this?)
- Eliminate (What happens if we remove the central mechanism?)
- Reverse / Rearrange (What if the sequence or hierarchy were inverted?)
- Brainwriting / Silent Brainstorming: Students write ideas on index cards in silence for five minutes before passing them to the right, where peers elaborate or branch off previous notes. This protocol prevents loud, dominant voices from anchoring group thinking and encourages introverted students and English learners to contribute equally.
Problem Solving: Algorithmic Systems vs. Heuristic Strategies
Problem solving is the cognitive process directed toward achieving a goal when the solution path is not immediately obvious.
Problem-Solving Frameworks
[Algorithms] [Heuristics]
- Systematic, step-by-step procedures - Rule-of-thumb mental shortcuts
- 100% Guaranteed correct outcome - Flexible, efficient, not guaranteed
- Ideal for well-structured tasks - Ideal for complex, ill-structured dilemmas
- Example: Quadratic formula, - Examples: Means-ends analysis,
chemical balancing equations working backward, analogical mapping
Algorithmic Procedures
An algorithm is a precise, unambiguous, step-by-step procedure that guarantees a correct outcome when executed properly (e.g., the long division algorithm, applying the quadratic formula , or balancing redox equations via the half-reaction method). Algorithms require procedural fluency and working memory precision.
Heuristic Strategies
A heuristic is a general problem-solving rule of thumb or cognitive strategy that offers a practical, efficient pathway toward a solution, though it does not guarantee success. Heuristics are indispensable for ill-structured secondary challenges where exhaustive search is impossible:
- Means-Ends Analysis: The problem solver identifies the terminal goal state, assesses the current state, identifies the primary difference between them, and creates sub-goals to systematically reduce that distance (e.g., writing a 15-page secondary research paper by breaking it into sub-goals: topic selection, source annotation, outline creation, thesis drafting, body argumentation, revision).
- Working Backward: Beginning at the desired final outcome and reasoning step-by-step in reverse to determine the necessary prerequisite conditions (e.g., planning a complex multi-stage robotics build from competition day backwards to identify weekly milestones, or solving geometric proofs from the target theorem).
- Analogical Problem Solving: Transferring a structural solution from a familiar base domain to an unfamiliar target domain. For example, a teacher explains the electrical flow through a closed circuit (target domain) by drawing structural parallels to water flowing through pressurized plumbing pipes (base domain).
Cognitive Barriers to Problem Solving
Adolescent problem solvers frequently stumble due to two well-documented cognitive obstacles:
- Mental Set: The rigid tendency to persist in using a previously successful problem-solving strategy even when the current problem demands a completely new approach. A student who spent three days solving quadratic equations by factoring keeps trying to factor a quadratic that has no integer factors instead of using the quadratic formula.
- Functional Fixedness: A specific cognitive bias where an individual perceives an object or tool exclusively in terms of its standard, customary utility. For example, during a physics lab, students stall because they lack an official metric weight, failing to realize that a full bottle of water sitting on their desk has a known mass that can serve as an ideal counterbalance.
Inductive vs. Deductive Reasoning Paradigms
Reasoning Directions
INDUCTIVE REASONING (Bottom-Up) DEDUCTIVE REASONING (Top-Down)
Specific Observations / Data Universal Theory / Axiom / Law
│ │
▼ ▼
Detected Patterns Specific Hypothesis
│ │
▼ ▼
Overarching General Principle Testing via Concrete Observation
(Probabilistic / Generative) (Logically Certain / Validative)
Inductive Reasoning (Bottom-Up)
Inductive reasoning begins with specific empirical observations, analyzes patterns and regularities, and formulates a generalized rule or theory. The conclusion of an inductive argument is probabilistic rather than logically certain.
- Secondary Science Example: Students measure the pressure and volume of various gas samples at constant temperatures. After noticing that doubling the pressure consistently halves the volume across ten different trials, students induce Boyle's Law ().
- Secondary History Example: Students read diaries and military manifests from multiple Civil War soldiers across diverse regiments, noting widespread complaints of inadequate rations, dysentery, and obsolete battlefield tactics, inducing a general conclusion regarding mid-19th-century military logistics.
Deductive Reasoning (Top-Down)
Deductive reasoning begins with established general premises, universal laws, or theoretical axioms and applies them to deduce a logically certain, specific conclusion. If the initial premises are true and the logic is valid, the conclusion must be true.
- Secondary Geometry Example: Starting with the axiom that all right angles measure 90 degrees and the theorem that adjacent angles on a straight line sum to 180 degrees, a student deduces that the adjacent supplementary angle to a 90-degree angle must also measure 90 degrees.
- Secondary Civics Example: Premise: The U.S. Constitution grants the Senate the sole power to try all impeachments. Specific case: A federal judge is impeached by the House. Conclusion: The Senate must conduct the trial.
A 10th-grade geometry teacher gives students several different acute, right, and obtuse triangles. Students measure the three interior angles of each triangle with protractors, sum the angles, and notice that every single triangle totals 180 degrees. From these observations, the students formulate the general rule that the sum of interior angles in any triangle is always 180 degrees. This instructional activity best exemplifies:
Inductive reasoning, moving from specific concrete measurements and patterns to a generalized mathematical principle
Deductive reasoning, applying a universally accepted geometric axiom to predict specific unknown angle measurements
Means-ends analysis, methodically reducing the distance between the starting condition and terminal target state
Working backward, beginning with the final theorem and reversing intermediate algebraic calculations
During a secondary robotics engineering challenge, students need to secure two loose aluminum brackets but have exhausted their supply of specialized metal clamps. Although a heavy-duty binder clip, several rubber bands, and a roll of wire are sitting on the workbench, the team insists they cannot proceed until the teacher unlocks the tool cabinet to get more clamps. The students' inability to recognize the binder clip as a viable temporary clamp best illustrates:
The recency effect in short-term working memory
Functional fixedness, a cognitive bias where an individual perceives an object only in terms of its standard designated purpose
Means-ends heuristic analysis resulting in cognitive dissonance
Divergent lateral thinking overcoming algorithmic constraints
An engineering class first generates thirty possible ways to cut the school's energy use and then narrows the list to the two most cost-effective options using clear criteria. Which sequence of thinking did the class use?
Convergent thinking followed by divergent thinking
Deductive reasoning followed by inductive reasoning
Divergent thinking followed by convergent thinking
An algorithm followed by functional fixedness
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