Week 15: Identify Your Friction Point
Choose a Real Problem to Optimize
Phase 5 begins: the Optimization Project. Everything you've learned — probability, biases, expected value, game theory — now gets applied to a REAL problem in your life. Over the next four weeks, you will:
- Identify a recurring frustration (this week)
- Design a decision protocol to fix it (Week 16)
- Test the protocol and collect data (Week 17)
- Iterate and present findings (Week 18)
This week we brainstorm, pick a target, and dig down to the real root cause.
- The friction point should be a decision-related problem the student faces repeatedly (not a one-time thing).
- Good examples: always late for school, runs out of allowance, forgets homework, fights with sibling over screen time, can't decide what to do and wastes free time, etc.
- Let the student pick their own problem. Ownership is critical for motivation.
- The 5 Whys technique is simple but powerful. Help the student go deep enough to find the real root cause.
Week at a Glance
| Component | Details |
|---|---|
| Key Vocabulary | friction point, root cause, 5 Whys, baseline, hypothesis |
| Difficulty | Moderate |
| Prep Time | ~5 minutes |
| Key Connection | Opportunity cost — every friction point wastes something (time, energy, peace of mind). Fixing it frees up those resources for something better. |
Facilitator Preparation
- Have large paper and markers for brainstorming
- Prepare the "5 Whys" worksheet template (or make one together)
- Review the student's Decision Journal for recurring themes or frustrations
- Think of a personal friction point of your own to model the process
This is where the curriculum goes from theory to practice. Your role shifts from teacher to coach. Ask questions, guide the process, but let the student drive the choices. Their investment in their own problem is what makes this project real.
For Younger Learners (Ages 8–9)
Simplest version of the concept: "Something keeps bugging you — happening over and over. This week, you figure out what it REALLY is and why it keeps happening."
What to shorten or skip:
- Focus on the Frustration Brainstorm and picking ONE friction point. These are accessible at any age.
- For root cause analysis, use "3 Whys" instead of 5 — three levels deep is plenty for younger learners.
- Skip the formal baseline tracking setup. Use a simple "How many times did it happen this week?" count instead.
- Keep sessions to 20 minutes.
Adapting the activities:
- For the brainstorm, the facilitator can list while the learner talks. Prompt with concrete examples: "Do you ever forget something? Argue with someone? Run out of time?"
- Draw the 3 Whys as a chain of arrows: "Problem → Why? → Why? → Why? → The REAL reason!"
- Help the learner pick a friction point that's genuinely theirs — not something a parent is frustrated about.
- The facilitator should model with their own friction point first: "My problem is I always lose my keys. Why? Because I put them in random places. Why? Because I'm in a rush..."
Journal alternative: "Something that bugs me over and over is ___. I think it keeps happening because ___." Spoken is fine.
What success looks like: The learner can name one recurring frustration and explain at least 2 levels of "why" it keeps happening.
- Full 5 Whys technique with written documentation.
- Encourage the learner to identify whether the root cause is a decision problem, a habit problem, or an environment problem.
- Begin baseline tracking with a simple data collection plan.
- Challenge them to find a friction point where a decision-science concept (bias, EV, reversibility) is part of the root cause.
Guided Session 1
The Friction Finder
Learning Goal
By the end of this session, the student can:
- identify at least 5 recurring frustrations in their daily life
- select one that they genuinely want to improve
- describe the problem in specific, concrete terms
Activities
1. The Frustration Brainstorm
Set a timer for 5 minutes. Write down every recurring frustration, annoyance, or problem the student can think of. No filtering — everything counts.
Prompts to help:
- "What's something that happens almost every week that annoys you?"
- "Is there a decision you keep making badly?"
- "Where do you waste time or energy?"
- "What do you argue about most with family or friends?"
- "What do you keep forgetting or putting off?"
- "Where does your money/allowance/time disappear?"
Example brainstorm:
- I'm always rushing to get to school on time
- I run out of my allowance by Wednesday
- I forget to bring my water bottle every day
- I can never decide what to do during free time and end up doing nothing
- I get in arguments with my sister over the TV
- I stay up too late reading and I'm tired the next day
- My backpack is always a mess and I can't find things
- I procrastinate on homework and then stress out
2. Pick Your Target
Of all the frustrations listed, pick ONE using these criteria:
| Good Friction Point | Not Ideal |
|---|---|
| Happens regularly (weekly+) | Happened once |
| Involves YOUR decisions | Caused entirely by others |
| You genuinely want to fix it | You're only mildly annoyed |
| It's measurable (you can track it) | It's vague or invisible |
| It's within your control to change | It requires other people to change |
The student picks their target. Write it at the top of a fresh page:
My Friction Point: ________________________
3. Define It Precisely
Vague problems get vague solutions. Make the friction point specific:
| Vague | Specific |
|---|---|
| "I'm always late" | "I'm late to school 3-4 days per week by 5-10 minutes" |
| "I waste my money" | "I spend my $10 weekly allowance on snacks by Tuesday" |
| "My room is messy" | "I can't find my school things in the morning because my desk and backpack are disorganized" |
| "I procrastinate" | "I put off starting homework until after dinner, then rush through it and get worse grades" |
Help the student write a precise version:
Specific Problem: ________________________ How often it happens: ________________________ What it costs me (time/money/stress/relationships): ________________________
Guided Session 2
Root Cause Analysis
Learning Goal
By the end of this session, the student can:
- use the "5 Whys" technique to dig below the surface of a problem
- distinguish between symptoms and root causes
- identify the specific decision points that lead to the friction
Activities
1. The 5 Whys
Introduce the technique:
"When you have a problem, the first 'why' gives you a surface explanation. The second 'why' goes deeper. By the fifth 'why,' you usually find the real root cause — which is often completely different from what you expected."
Model it first with your own example:
Problem: I always forget to buy milk.
Why? I don't check the fridge before I go shopping.
Why? I don't have a shopping list.
Why? I never take 2 minutes to plan before I leave.
Why? I'm always rushing out the door.
Why? I leave for the store too late.
Root cause: I leave for the store too late.
The fix isn't about milk — it's about timing.
Now do it with the student's friction point:
Problem: ________________________
Why? ________________________
Why? ________________________
Why? ________________________
Why? ________________________
Why? ________________________
Root cause: ________________________
Discuss: "Is the root cause what you expected? Is the real problem different from what you thought it was?"
2. The Decision Point Map
Now trace the problem as a sequence of decisions:
"Your friction point doesn't just 'happen.' There's a chain of decisions that leads to it. Let's find those decision points."
Example for "I'm always late to school":
1. 8:00pm — DECISION: When to set my alarm
2. 6:30am — DECISION: Whether to hit snooze
3. 6:45am — DECISION: What to wear (takes too long)
4. 7:00am — DECISION: Whether to eat breakfast or skip it
5. 7:15am — DECISION: Whether to pack my bag or assume it's ready
6. 7:20am — REALIZATION: Can't find my shoes → late!
The student maps their own friction point:
DECISION POINTS:
Circle the decision points where the biggest impact could be made.
3. Connect the Tools
Look at the friction point through lenses from earlier weeks:
- Is there a bias involved? (Sunk cost? Loss aversion? Availability?)
- Is this a Signal vs. Noise problem? (Paying attention to the wrong things?)
- Is it a Two-Way Door or One-Way Door? (How serious is each decision in the chain?)
- Is there a commons/cooperation issue? (Does this involve other people?)
- What would an EV calculation say? (Are you making negative-EV choices repeatedly?)
- Can you reframe it? Try restating your friction point as a gain instead of a loss. Instead of "I always run out of money," try "I want to end each week with $2 saved." Does the reframing change how you feel about solving it? (That's the Framing Effect from Week 6.)
- Apply the 100 Times Test: "If I keep making this same decision 100 times, am I ahead or behind?" This reveals whether your current default is a positive-EV or negative-EV habit.
Write down which tools might help:
Tools that apply to my friction point:
Independent Practice
Goal
Complete the problem analysis and prepare for protocol design next week.
Activities
1. The Full Problem Map
Create a one-page "Problem Map" that includes:
- Your friction point (specific description)
- How often it happens
- What it costs you
- The 5 Whys chain
- The decision point map
- Which tools from the course apply
This will be your reference document for Weeks 16-18.
2. Baseline Data
Start tracking the problem THIS WEEK at its current state (before any changes):
- How many times does it happen?
- How bad is it on a 1-10 scale each time?
- What triggers it?
This "before" data will help you measure improvement later.
Minimum viable version (younger learners): Pick your ONE friction point. Ask "Why does this keep happening?" two times (2 Whys). Draw the chain: "Problem → because → because → the REAL reason." Tell a grown-up what you found.
Decision Journal
Document your friction point in full detail. What is it? Why does it keep happening? What are the root causes? Which decision points could you change? What do you predict will happen if you don't change anything vs. if you design a protocol?
Reflection Questions
- Were you surprised by what the 5 Whys revealed? Was the root cause different from the surface problem?
- Which decision point in the chain feels most "fixable"?
- On a scale of 1-10, how motivated are you to solve this problem? (If it's below 6, consider picking a different friction point!)
Quick Mastery Check
After this week, check whether the learner can:
- Name their friction point: "What recurring problem did you pick, and why?" (Looking for: a specific, concrete problem they experience regularly — not something vague.)
- Dig to a root cause: "You said your problem is ___. Why does that happen? And why does THAT happen?" (Looking for: at least 2 levels of "why" that move past the surface.)
- Identify a fixable point: "Where in the chain could you make a change?" (Looking for: a specific decision point or habit they could target in Week 16.)
If the learner has a clearly defined friction point with at least one root cause identified, they're ready for protocol design in Week 16.
Pause and Notice
After the 5 Whys or friction point selection, ask:
"When you dug into WHY your problem keeps happening, were you surprised? Did the root cause feel different from what you expected?"
"Sometimes the real reason a problem repeats isn't what it looks like on the surface. You might think 'I'm always late because I'm slow in the morning' — but the root cause might be 'I stay up too late because I can't stop watching videos.' Seeing the real cause can feel uncomfortable, because it means the fix might require changing something you enjoy."
This week's takeaway: Solving a problem starts with being honest about what's actually causing it. That honesty takes courage — but it's the only way to fix the root, not just the symptom.
Spiral Review
- From Week 7: "Is your friction point a sunk cost problem? 'I keep doing X because I already started' — even though X isn't working?"
- From Week 5: "Could a bias be part of the root cause? Maybe availability bias makes you overweight a rare bad outcome, or anchoring keeps you stuck on a number."
- From Week 11: "Is your friction point reversible or irreversible? That tells you how urgently you need to fix it."
- From Week 12: "Does your friction point create ripples for other people? If so, fixing it helps more than just you."
Help the child choose a simple, concrete friction point. Limit the 5 Whys to 3 Whys if needed. The facilitator may need to co-facilitate the brainstorm and help write the Problem Map.
Encourage more complex friction points that involve multiple decision points. Full 5 Whys analysis. Have them map which curriculum tools apply to their chosen problem — and explain why each tool is relevant.