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OCEANtraits · types · BarnumBig Five · HEXACO · quizzes
MathScience3 · PsychologyTechnologyHistoryLanguage & StorytellingArt & DesignExecution
Unizon
Psychological Profiles Path · Lens 3: Psychology

The Psychology
of Profiles

The opening question
If millions of people love a personality test, does that mean it’s accurate?

Meet the Big Five, the most-studied model of personality, and HEXACO, a six-factor model from two Canadian researchers. Then weigh the evidence on the Myers-Briggs and the enneagram, and find out why vague profiles feel so true.

Inside this module
  • 00First Principlesp.2
  • 01The Big Fivep.4
  • 02HEXACOp.5
  • 03Myers-Briggsp.6
  • 04The enneagramp.7
  • 05The Barnum effectp.8
  • ✦Self-check · Make it · 5 Questions · Side Questp.9
How this works
CoreThe main path. Everyone does this part.
Level UpOptional, harder challenges if you want to push further.
Try ItThe Barnum test.

You'll need: a notebook, a pencil, a few horoscopes or quiz results, and a friend or family member to talk with.

Psychological Profiles Path · Unizon01/12
Psychological Profiles Path · Unizon · Lens 3: Psychology00 · Start here
Before anything else
First
Principles

A first principle is a basic truth you can build on. The psychology of profiles rests on four: traits are scales, not boxes, a good test must be checked with evidence, popular doesn’t mean proven and vague statements feel personal.

1

What do I already know?

Dump it all out. Half-sure counts.
Have you ever taken a quiz that seemed to “get” you? Why did it feel that way?
What would convince you a personality test really works?
Circle every word you could explain to a friend right now. Underline the ones you've heard but couldn't explain.
Big FiveopennessconscientiousnessextraversionagreeablenessneuroticismHEXACOhonesty-humilitytypeenneagramBarnum effectvalidity
2

What is necessary?

The building blocks you need before going further

Everything in this module is built from four bricks. Rate yourself on each one, then check the example to see if your rating holds up.

ScalesNot boxes. ↔
Got itKindaNot yet
EvidenceChecks it. ✓
Got itKindaNot yet
PopularIsn’t proof. ≠
Got itKindaNot yet
VagueFeels true. ?
Got itKindaNot yet
Is anything else necessary? What else do you think you'd need to know or have to really get this topic?
The Psychology of Profiles · Psychological Profiles Path · Unizon02/12
Psychological Profiles Path · Unizon · Lens 3: Psychology00 · Start here
3

What is the objective?

What am I trying to understand or be able to do by the end?
The module's objective

By the end, you’ll be able to name and explain the Big Five traits, describe what HEXACO adds, summarize what the evidence says about the Myers-Briggs and the enneagram, and explain the Barnum effect and why online quizzes feel so accurate.

  • 01Name the Big Five.
  • 02Explain honesty-humility.
  • 03Give 2 limits of type tests.
  • 04Describe the enneagram fairly.
  • 05Explain the Barnum effect.
  • 06Spot a Barnum statement.
My objective

The list on the left is ours. Now make it yours. What do you want out of this?

By the end, I want to be able to
The part I'm most curious about is
I'll know I've got there when
Knowledge meter

How much do you know about the psychology of profiles right now? Shade the boxes in pencil. You'll come back at the end (p.9) and shade it again in pen.

NothingCould teach it

Why start this way? When you know what you already have (1), what you need (2) and where you're going (3), you learn faster and you notice the gaps. Every module on the Psychological Profiles Path starts with these same three questions.

Your route through this module
00
First Principles
01
Big Five
02
HEXACO
03
MBTI
04
Enneagram
05
Barnum
✓
Check
▶
Make
?
5 Qs
★
Quest
The Psychology of Profiles · Psychological Profiles Path · Unizon03/12
Psychological Profiles Path · Unizon · Lens 3: Psychology01 · Big Five
01
Five sliders

The Big Five

Five broad traits, each a scale.

The Big Five

OCEAN

  • Openness: curious, imaginative, likes new ideas
  • Conscientiousness: organized, careful, plans ahead
  • Extraversion: outgoing, energized by people
  • Agreeableness: kind, trusting, cooperative
  • Neuroticism: tends to worry or feel stressed (the opposite end is emotional stability)
Where it came from

Words, then numbers

Researchers collected thousands of words people use to describe each other (Lens 6), asked people to rate themselves and others, and used statistics to find which words clump together. From the 1960s to the 1980s, different teams kept finding the same five broad clusters.

Every score is a slider

No good or bad end

Each trait is a scale, and most people are near the middle (Lens 1). High and low both have strengths: lower extraversion can mean you’re good at focusing alone. Big Five scores predict some things modestly, like aspects of school and work, but they don’t decide your future.

Think & talk
  • Which Big Five trait do you think describes you best?
  • Why is it useful to think of traits as sliders, not boxes?
Try it

Spot the five

Pick 3 made-up characters from books or films. Rate each from 1 to 5 on the Big Five. Which trait best explains how each one acts?
Level Up

Which Big Five trait is about being organized and planning ahead?

Conscientiousness
The Psychology of Profiles · Psychological Profiles Path · Unizon04/12
Psychological Profiles Path · Unizon · Lens 3: Psychology02 · HEXACO
02
A Canadian sixth

HEXACO

HEXACO adds honesty-humility.

HEXACO

A sixth factor

In the early 2000s, Kibeom Lee (University of Calgary) and Michael Ashton (Brock University) studied personality words in many languages and proposed six factors: Honesty-humility, Emotionality, eXtraversion, Agreeableness, Conscientiousness and Openness.

Honesty-humility

What it adds

People high in honesty-humility tend to be sincere, fair and modest, and are less tempted to cheat or show off. Studies suggest this factor helps explain some behaviours, like playing fair in games and money tasks, a bit better than the Big Five alone.

Models are tools

Five or six?

The Big Five and HEXACO mostly overlap. Scientists still debate which works best for which question. That’s normal: a model is a tool to describe people, not a final truth. Both are tested with data, which is what makes them scientific.

Think & talk
  • Why might honesty and humility matter in a team or a game?
  • Is it OK for scientists to disagree about five or six factors?
Try it

Fair play

Think of a board game or sport. Write 3 made-up moments that show high honesty-humility and 3 that show low. How would you measure it fairly in a questionnaire?
Level Up

Which factor does HEXACO add to the Big Five?

Honesty-humility
The Psychology of Profiles · Psychological Profiles Path · Unizon05/12
Psychological Profiles Path · Unizon · Lens 3: Psychology03 · Types
03
Four letters

The Myers-Briggs

Types split a slider into boxes.

The Myers-Briggs

Sixteen types

Katharine Cook Briggs and her daughter Isabel Briggs Myers built the Myers-Briggs Type Indicator (MBTI) in the 1940s, based on Carl Jung’s 1921 book about types. It sorts people into 4 pairs (like E or I), giving 16 four-letter types. Millions take it each year.

What researchers say

The evidence

  • Most people score near the middle of each pair, so a small change flips the letter.
  • In retest studies, many people (in some studies about half) get a different type within weeks.
  • Its four scales overlap with four of the Big Five, minus neuroticism.
Fun to talk about, not to decide with

Use with care

Many people find MBTI conversations useful for thinking about differences. But researchers widely say it isn’t a strong scientific measure, and the company that publishes it says it shouldn’t be used to choose people for jobs. Treat your four letters as a conversation starter.

Think & talk
  • Have you taken a type quiz? Did the result fit you?
  • Why could being near the middle make a type flip?
Try it

Middle of the pair

On a line from “Introvert” to “Extravert”, mark where you think you are. Ask 3 people to mark you too. How many of you are near the middle?
Level Up

Give one reason researchers criticize type tests.

Most people score near the middle, so types can flip on retest
The Psychology of Profiles · Psychological Profiles Path · Unizon06/12
Psychological Profiles Path · Unizon · Lens 3: Psychology04 · Enneagram
04
Nine points

The enneagram

Popular, but the evidence is limited and mixed.

The enneagram

Nine types

The enneagram draws nine numbered types around a circle (like “the helper” or “the achiever”). Its modern personality version grew in the 1960s and 1970s from the teachings of Oscar Ichazo and the psychiatrist Claudio Naranjo, and it’s popular in workshops and online.

The evidence so far

Limited and mixed

There is much less research on the enneagram than on the Big Five. Some studies find its types line up partly with Big Five traits; others find weak reliability. Reviews generally conclude the evidence is limited and mixed, so its claims haven’t been well tested.

Reflection, not rules

Hold it lightly

If a description helps you think about your habits, that can be useful, like a story that makes you think. Problems start when a type is used to judge people, choose teams or explain away behaviour (“I can’t help it, I’m a Type 8”). People are more than a number.

Think & talk
  • Why do you think people enjoy type descriptions so much?
  • When could using a type to explain behaviour be unfair?
Try it

Test the test

Find a free description of the nine types (an adult checks the site). Without telling a friend which is which, read them 3 descriptions. Can they pick their own type? Talk about why or why not.
Level Up

How many types does the enneagram describe?

Nine
The Psychology of Profiles · Psychological Profiles Path · Unizon07/12
Psychological Profiles Path · Unizon · Lens 3: Psychology05 · Barnum
05
It’s so me!

The Barnum effect

Vague, flattering statements feel personal.

The Forer experiment

Same profile, everyone

In 1948, psychologist Bertram Forer gave his students a personality test, then handed each a “personal” profile. All the profiles were identical, mostly taken from a horoscope book. Students rated them, on average, 4.26 out of 5 for accuracy.

The Barnum effect

Why vague feels true

  • Statements fit almost anyone: “You have a need for others to like you.”
  • They’re flattering, so we want to agree.
  • They cover both sides: “Sometimes outgoing, sometimes reserved.”
  • We remember hits and forget misses.

Psychologist Paul Meehl named it the Barnum effect in 1956.

Why online quizzes feel accurate

The Barnum effect at work

Many online quizzes use friendly, vague, two-sided results, and people choose quizzes they expect to like. Feeling seen isn’t proof. A real test is checked with data: does it give the same result twice, and does it predict anything?

Think & talk
  • Why did Forer’s students believe the same profile was about them?
  • How could you tell if a quiz result is vague?
Try it

Barnum or not?

Write 4 statements that could fit anyone and 4 that could only fit some people. Swap with a friend. Can they tell which are which?
Level Up

What did Forer’s students rate their identical profiles, on average?

4.26 out of 5
The Psychology of Profiles · Psychological Profiles Path · Unizon08/12
Psychological Profiles Path · Unizon · Lens 3: PsychologySelf-check
✓
No pressure, just proof

Quick self-check

Six questions, covering every stop. Show your thinking. Answers are upside down at the bottom; no peeking till you're done.

1 · Name the Big Five traits.

2 · Which Canadian researchers developed HEXACO?

3 · What does honesty-humility describe?

4 · Why can MBTI types flip on retest?

5 · What does the evidence say about the enneagram?

6 · What is the Barnum effect?

1) openness, conscientiousness, extraversion, agreeableness, neuroticism · 2) Kibeom Lee and Michael Ashton · 3) being sincere, fair and modest · 4) most people score near the middle of each pair · 5) it’s limited and mixed · 6) believing vague, general statements are about you personally
Back to First Principles

Re-shade your knowledge meter

How much do you know about the psychology of profiles now? Flip back to p.3 and shade the meter again in pen (or shade this one). Did any of the four bricks on p.2 move from "Not yet" to "Got it"?

NothingCould teach it
Did I hit my objective? What's my evidence?
The idea that surprised me most:
The Psychology of Profiles · Psychological Profiles Path · Unizon09/12
Psychological Profiles Path · Unizon · Lens 3: PsychologyMini challenge · Make it
Mini challenge · Execution

The Barnum test

Can one profile fit everyone?

1 · Plan

With an adult, run a gentle Barnum demonstration. Willing volunteers answer a harmless 5-question quiz. Everyone gets the same vague, kind profile. They rate its accuracy from 1 to 5. Then reveal the trick and explain it.

  • Adult approved
  • Volunteers agreed
  • Kind, vague profile
  • Reveal and explain

2 · My results

RatingPeople
5
4
3
1–2

3 · Must-haves

  • Mean rating found
  • Revealed the same day
  • No names kept
  • Thanked everyone

4 · What I found

How accurate did people rate the profile? How did they react when they learned everyone got the same one? What will you check next time you take an online quiz?

Safety first

Only with willing volunteers and an adult. Keep the profile kind and harmless, explain the trick the same day, keep no names, and never use this to embarrass anyone.

The Psychology of Profiles · Psychological Profiles Path · Unizon10/12
Psychological Profiles Path · Unizon · Lens 3: Psychology5 Questions I Still Have
The best part of learning is what's next

5 Questions
I Still Have

This module didn't answer everything. Good. Write 5 new questions it didn't answer, one of each type below. There are no wrong questions, only ones nobody's asked yet.

1
How does it work?
Pick something you've seen or used and wonder about the inside of. e.g. "Why do people love sorting themselves into types?"
2
Why?
Ask about a reason or a cause. e.g. "Is there a trait the Big Five misses?"
3
What if?
Change one thing and imagine the result. e.g. "What if everyone’s results were public?"
4
Connect it
Link this to another lens (math, science, psychology, technology, history, language & storytelling, art & design, execution) or another subject. e.g. "Where does my quiz data go? (Lens 4!)"
5
My life & community
Bring it home: your family, your friends, your community. e.g. "Could I design a better test?"

★ Star the one question you'd most like answered. You'll need it on the next page.

The Psychology of Profiles · Psychological Profiles Path · Unizon11/12
Psychological Profiles Path · Unizon · Lens 3: PsychologySide Quest · Optional
Optional · for the curious

Side Quest

Take your starred question from p.11 and go find the answer, or at least a better question. You're the researcher now.

My quest question:

1What I'll find out

Break your big question into 2 or 3 smaller ones you could actually answer.

2Where I'll look

A library (Edmonton Public Library counts!)An astronomer, engineer or planetarium guideAn experiment I run myselfTrustworthy websites (who wrote it? when?)A book or documentary

3How I'll share it

A one-page zineA 60-second video or talkA poster or infographicA 2-minute talkSomething else

Who I'll share it with:

Done by:

Next on the Psychological Profiles Path Lens 4 · Technology asks: how do online quizzes, digital footprints, Cambridge Analytica and hiring tests use personality data?
The Psychology of Profiles · Psychological Profiles Path · Unizon12/12