PERSONALITY TYPE · IPIP FACET SCALES

Why your personality test result changed — and which part to believe

Got a different type on a retake? How measurement error, near-even axes, mood and reference samples move results, and how to tell noise from real change.

· 8 min read

You took a personality test a few months ago and came out INFJ. You took it again last night and came out INFP. Now you are wondering which one is the real you, whether the test is broken, or whether you somehow changed in between.

This is one of the most common experiences people have with personality tests, and also one of the most misunderstood. It tends to produce two equally unhelpful reactions: "these tests are nonsense" or "I must be a different person now". The truth is usually duller and more useful than either. Most changed results are what a measurement looks like when you take it twice. Some are real. And there are a few straightforward ways to tell which is which.

We will use our own personality type test and Big Five test as examples, because we know exactly how they are scored. The principles apply to any questionnaire.

QUICK DEFINITION

The Northstarself personality type test is a free 80-item questionnaire that sorts answers into one of sixteen four-letter types across four preference pairs: Extraversion/Introversion, Sensing/Intuition, Thinking/Feeling, and Judging/Perceiving. Each pair is measured with two public-domain IPIP facet scales linked to it in Five-Factor research and placed against a large reference sample. It is a reflection tool — not the commercial MBTI instrument, and not a clinical or employment assessment.

A score is an estimate, not a reading

It helps to drop the idea that a personality test reads off a fixed number inside you, the way a scale reads your weight. A questionnaire estimates where you sit on a trait from a sample of your answers. Every estimate comes with error, and the error is not a defect of a particular test; it is built into the act of asking a person a few dozen questions.

Psychologists describe that error with a number called the standard error of measurement. Without the arithmetic: if you could take the same test many times without remembering your previous answers, your scores would scatter around a centre. Roughly two retakes in three would land within one standard error of where you scored the first time. The other third would land further out, in one direction or the other, for no reason other than chance.

That is why our result pages show a likely range around a score wherever the data exist to compute one, rather than a single precise-looking number. A score of 62 with a likely range of 56 to 68 is a more honest statement than "62", and it makes a retake of 58 look like what it is: the same result.

Why letters flip more than scores move

Type tests have a particular problem, and it explains most of the INFJ-to-INFP stories. A four-letter type takes four continuous scores and cuts each one in two. If your score on a pair lands far from the cut, a small wobble changes nothing. If it lands near the cut, the same small wobble flips the letter.

So a letter change usually tells you that axis was close to the middle all along. Your underlying score may have moved two or three points; the label moved from one end of the alphabet to the other. Nothing about you changed. The rounding did.

This is the reason our type test marks an axis "near-even" when your score sits within one standard error of the cut point. We still have to print a letter, because a type code has four of them. But a near-even letter is a toss-up rather than a finding, and we would much rather tell you that than let you build an identity on it. If you got a different type on a retake, check which letter changed. It is very often the one that was flagged.

Where the cut falls matters more than people think

There is a less obvious way results can differ between tests, and even between versions of the same test: where the line between two letters is drawn.

The intuitive choice is the middle of the answer scale. It sounds neutral, but it is not, because many personality statements are worded so that most people lean toward agreeing. When we scored our own type items that way, four in five people in our reference sample came out as one of the four NF types — which says more about the wording than about the population. So each letter in our test now says which side of the reference sample's median you fall on, using a sample of over 230,000 people who answered the same eighty items online.

The practical point is this: if you took a different personality type test elsewhere and got a different result, that is not necessarily a contradiction. Different tests use different items, different scoring, and different reference points. A result from one is not a retake of another. And the reference sample matters too — ours is large but self-selected and mostly North American, so it describes people who chose to take a personality test online, not the whole world.

The ordinary things that move your answers

Beyond pure measurement noise, there are some everyday reasons people answer the same statements differently on different days. None of them mean the test is broken, but all of them are worth knowing about.

  • ✦Mood and recent events. After a draining week, statements about enjoying parties or feeling calm read differently. Short tests are especially sensitive to this, because each answer carries more weight.
  • ✦Which part of your life you are picturing. "I make friends easily" might be true at work and false at a new school. If you pictured a different setting the second time, you effectively answered a different question.
  • ✦Who you think will see it. Taking a test for a job application, a partner, or a class pulls answers toward how you want to come across, even when you are trying to be honest.
  • ✦Rushing. Answering faster than you can read, or picking the same option repeatedly, adds noise that can swamp the signal. Our tests check for these patterns and tell you when they show up.
  • ✦Changing how you read the scale. Someone who uses "Strongly agree" freely and someone who reserves it for absolute certainties can hold identical views and produce different scores.

Sometimes people really do change

It would be wrong to say every shift is noise. Personality does develop. Big Five scores are fairly stable over months and years, but they shift across a lifetime, and the changes have a direction: Conscientiousness and Agreeableness tend to rise with age. Major life events — a new role, a loss, a long period of stress, leaving home — can also show up in how people describe themselves.

The difference between noise and change is mostly about pattern. Noise looks like small movements in random directions that partly undo themselves when you test again. Real change looks like movement in a consistent direction, across more than one test, that you also recognise in how you have been living. If you have become noticeably more organised over three years and your Conscientiousness score has crept up across three retakes, that is worth taking seriously. If one letter flipped once, it probably is not.

We would also gently push back on the idea that a stable result is a good one and a changing result a bad one. A result that never moves might just mean you are answering from a fixed idea of yourself rather than from how you actually behave. Some change on retest is a sign the test is listening.

How to compare two results properly

If you have two results in front of you and want to know what to make of them, here is the order we would go in.

  • ✦Compare the scores, not the labels. A letter change with a three-point score change is not news; a twenty-point move on a continuous trait might be.
  • ✦Check whether the changed part was flagged as near-even or uncertain the first time. If it was, you already had your answer.
  • ✦Look at the likely ranges. If they overlap, the two results are consistent with each other.
  • ✦Ask whether you took both under similar conditions — same frame of mind, same part of life in view, no rush.
  • ✦Take it a third time on an ordinary day. A third result usually makes it obvious which of the first two was the odd one out.

Which part to believe

If you want a rule of thumb: believe the parts that stay put. On a type test, the axes that land on the same side every time, far from the middle, are telling you something real about how you tend to approach the world. The axis that flips is telling you that you sit near the middle on that dimension, which is itself a finding — you are flexible there, or it depends on context.

On a trait test like the Big Five, the most dependable information is the overall shape: which traits are clearly high, which are clearly low, and which sit near average. Exact percentile positions will wander a bit. If you want more resolution, the Big Five facets test breaks each trait into six parts, which often explains why a domain score moved — one facet shifted while the others held.

Our saved results keep your history, so you can see this across retakes rather than trusting your memory of a screen you saw months ago. And if you want a view from outside your own head, the Big Five lets someone who knows you well rate you on the same statements. Self and others disagree in informative ways, and that disagreement is often more interesting than any single retake.

The more honest way to hold a result

The deeper lesson of a changing result is that a personality test is better used as a mirror than as a certificate. A mirror changes with the light; it is still useful. What you are looking for is not the one true type that the test will finally confirm, but a description you recognise and can use — for understanding why some situations drain you, why you clash with certain colleagues, or what kind of work keeps your attention.

If a result changes and the new one fits better, keep the new one. If neither fits, the test may be measuring the wrong thing for the question you have. And if one letter keeps flipping, congratulations: you have found the dimension where you are least predictable, which is a perfectly good thing to know about yourself. Our guide to the 16 personality types covers what each of the four pairs means if you want to look closer at the one that moved.

TRY IT YOURSELF

Take the free Personality Type test

80 statements, about 11 min. No sign-up — your answers stay on your device.

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This guide is for self-reflection and general education. It is not medical, psychological, or career advice, and no questionnaire here is a diagnosis.

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SOURCES

Where the facts in this guide come from

  1. [1]
    International Personality Item Pool — the items in the preliminary IPIP scales measuring the 30 NEO-PI-R facets ↗

    The source of every item and key used here, verbatim and public domain: Friendliness and Gregariousness (E–I), Imagination and Intellect (S–N), Emotionality and Sympathy (T–F), Orderliness and Cautiousness (J–P). The page also gives each scale's reliability.

  2. [2]
    Johnson, J. A. (2014). Measuring thirty facets of the Five Factor Model with a 120-item public domain inventory: Development of the IPIP-NEO-120. Journal of Research in Personality, 51, 78–89. Data: Johnson's IPIP-NEO data repository, OSF. ↗

    The reference sample. Its IPIP-NEO-300 file contains these eighty items answered by over 230,000 people online; the medians, percentiles, and measurement error behind every letter are computed from it by scripts/build-ipip-neo-norms.mjs. It is a large self-selected, mostly North American sample, not a population norm.

  3. [3]
    McCrae, R. R., & Costa, P. T. (1989). Reinterpreting the Myers-Briggs Type Indicator from the perspective of the five-factor model of personality. Journal of Personality, 57(1), 17–40. ↗

    The research linking each preference pair to a Five-Factor domain, which is the basis for choosing the facet scales above. The facet selection itself is Northstarself's and is disclosed on the result page.

  4. [4]
    Pittenger, D. J. (2005). Cautionary comments regarding the Myers-Briggs Type Indicator. Consulting Psychology Journal, 57(3), 210–221. ↗

    A standard review of the reliability and validity limits of four-letter type sorting. It is why this test is presented as reflection rather than diagnosis, and why the result page marks any axis that landed near the middle.

  5. [5]
    The Myers-Briggs Company — the official MBTI instrument ↗

    For disambiguation: MBTI is a trademarked commercial instrument administered by certified practitioners. This test is not it, is not affiliated with it, and does not reproduce its items.