Quantitative Reasoning

1015SCG

Lecture 6


Critical thinking

Critical thinking

The art of analyzing and evaluating thinking, with an aim of improving it.

“Thinking about thinking”.

Empowers to understand and critique information.

Provides basis for justifying and evaluating opinions and beliefs.

Allows us to improve and develop our own thinking.

Inspires us to take responsibility for what we believe.

Encourages consistency in our thinking.

Helps us make optimal decisions.


The Scientific Method...

... is a human endeavour and mistakes happen.


Scientific Argumentation

  • We should be able to defend our ideas and expect that others will do the same.
  • The opponent challenges (argument) and the proponent defends (counter-argument).
  • Avoid being aggressive, argumentative, or emotional.
  • Separate the argument from the person making it.
  • We easily miss our own mistakes.
  • The goal is improvement and better results.

Critical thinking

  • The art of analyzing and evaluating thinking, with an aim of improving it.
  • “Thinking about thinking”.
  • Why?
  • Empowers to understand and critique information.
  • Provides basis for justification.
  • Allows us to develop our thinking.
  • Encourages responsibility.
  • Encourages consistency.
  • Helps with optimal decisions.

Standards, components and skills

Standards (qualities we value)

  • Clarity
  • Accuracy
  • Relevance
  • Logic
  • Precision
  • Significance
  • Completeness
  • Fairness

Components (pieces of the process)

  • Purposes
  • Questions
  • Points of view
  • Information
  • Inferences
  • Concepts
  • Implications
  • Assumptions

Special elements of critical thinking

  • Extraordinary claims require extraordinary evidence.
  • Falsifiability.
  • Occam's razor (parsimony).
  • Recognizing fallacies and avoiding them.
  • Balancing induction and deduction.

Problem posing

Problem posing

  • Usual path in teaching maths:
  • Exposition → Examples → Exercises → Applications.
  • Real life problems:
  • A quantitative question with no mathematical context, no data, and no direct means of answering.

Example

You have a barn 20 m by 25 m. Estimate how many cows can sleep there.

a) 5 b) 50 c) 500 d) 5000


Mathematical problem posing/solving

A. Real situation — pick relevant info.

B. Real model — mathematize the scenario.

C. Math model — do the calculations.

D. Math results — revise or return to real situation to choose a reasonable answer.


Mathematical problem posing/solving

Real situation: barn with cows.

Real model: dimensions, purpose, possible numbers.

Math model: compute barn area, estimate space per cow.

Math results: area per cow and number of cows per m².

Return to real situation to choose a reasonable answer.


Mathematical problem posing/solving

Useful skills:

Maths content.

Heuristics / strategies / rules of thumb.

Meta-cognition:

What are you doing?

Why are you doing it?

How will it help?

Beliefs and attitudes.


Mathematical Problem Solving

Step 1: Understand the problem.

Step 2: Devise a plan.

Step 3: Carry out the plan.

Step 4: Reflect on what you’ve achieved.

How to Solve It — George Polya (1945).


Mathematical Problem Solving

Step 1: Understand the problem.

Do you understand all words?

Can you restate it?

What are you asked to find?

Would a diagram help?

Is the given information enough?


Mathematical Problem Solving

Step 2: Devise a plan (often hardest).

Relate to similar problems.

Use examples.

Simplify or modify.

Break into smaller parts.

Work backwards.

Use known strategies.


Mathematical Problem Solving

Step 3: Carry out the plan.

Be patient.

Pay attention to details.

Don’t give up too quickly.

Revise if the plan fails.


Mathematical Problem Solving

Step 4: Reflect.

Can you check the answer?

Could you solve it differently?

Does the result tell you something interesting?

What other problems could be solved with this method?


📝 Practice 😃

Caffeine

How many 1L bottles can I drink per day?

(Recommendation: <400 mg caffeine per day.)


Pizza party

Party with 10 people.

Each eats 2/3 of a pizza.

Deal: 2 pizzas for $12.

How much will I spend?


Car vs tram

Should I drive to Uni or take the tram?


Cans and bottles

Refund: 10c each.

Recycling point is 85 km away.

Car burns 6 L / 100 km.

Fuel cost: $2 per liter.

How many cans to break even?

What’s their volume?

How much can I earn?


Lunch

You want healthier lunches without meal prep.

Comparing microwave meals:

Healthy brand vs supermarket brand.

Which option is better?

(Links removed; text only.)


Daily intake

Protein: 0.8 g/kg body mass.

Active people: 1.2–2 g/kg.

Avoid saturated fat and simple sugar.

Fibre: 20–40 g/day.

Calories: ~2000 kcal (varies).

Sodium: <2300 mg.


Supermarket meal vs healthy meal

Supermarket meal: $6.80.

Healthy meal: $9.99.


That's all for today!

See you in Week 7!