u impact Learn

Understand the investor
behind the answer.

Clear, referenced explanations of the ideas behind behavioural investor profiling, written for financial-services teams who need something more useful than a list of biases.

Start here

Five questions that shape
better investor research.

Field guide

Financial investment behaviour: what shapes how people invest?

Investment decisions emerge from knowledge, confidence, uncertainty, trust, values and the choice environment. Start with the complete evidence-led overview.

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Knowledge & confidence

Investment competence versus confidence: why calibration matters

Two people can know the same amount and feel very differently about acting. Treating confidence as knowledge hides a useful signal.

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Uncertainty

Risk tolerance and ambiguity tolerance are not the same thing

Known probabilities and unclear outcomes create different decision problems. Investor research should not collapse them into one score.

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Sustainable investing

The sustainable-investing intention–action gap

Positive intent does not reliably become a funded decision. Research helps us understand the frictions without assuming one universal cause.

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Research method

What investor scenarios can and cannot tell you

Hypothetical decisions provide comparable evidence. They are valuable precisely when their limitations stay visible.

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Our editorial standard

Useful content needs
visible boundaries.

Named authorship

Every guide identifies who wrote and reviewed it, with links to the experience behind that perspective.

Primary references

Claims link to original research, regulators or public institutions wherever practical, not circular summaries.

Evidence notes

Each article states what kind of evidence it draws on and what should not be concluded from it.

The common thread

Profile → compare → test.

We use individual responses to create a useful explanation, compare patterns at cohort level, and turn promising hypotheses into measurable changes. The method stays open to revision as projects add evidence.

Have a question worth investigating?

Bring us a cohort and a decision, not a request for another dashboard.

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