Originally published on mistakeology.com.
By Dr Tom Hitchcock, founder of Mr Purple (LinkedIn)
A new discipline should not begin with a victory lap.
It should begin with awkward questions.
In the first Mistakeology Monday article, I explained why I chose to study mistakes and why this idea needs scrutiny, evidence and people willing to challenge it.[1]
I promised that the next article would put the proposed research and thesis questions into daylight.
Then the sequence wandered off and Article 4 arrived early.
Quite fitting, really.
So, let us repair the sequence properly.
Mistakeology is a proposition, not a proclamation
Mistakeology is the emerging interdisciplinary study of what happens before, during and after a mistake.
That is a proposition to investigate, not a certificate I have awarded myself.
There are already serious bodies of research around error management, psychological safety, organisational learning and productive failure. Research has linked error management culture with organisational performance, psychological safety with team learning behaviour, and organisational experience with the creation of knowledge.[2][3][5]
Research also warns us against the cheerfully lazy idea that failure is automatically useful. What matters includes the type of failure, the conditions around it, the feedback that follows and whether reflection becomes changed practice.[4][6]
Mistakeology should not elbow those fields aside.
It should ask whether connecting them through the full human journey of a mistake helps us see something useful that each field, on its own, may not.
The question beneath the questions
The broad question is this:
What becomes possible when we study the whole journey of a mistake, rather than treating the error as the entire story?
That journey may begin with pressure, assumptions, habit, incentives, incomplete information or a badly designed Tuesday.
It may continue through noticing, deciding, acting and disclosing.
It may end in blame, shame, repair, learning, concealment, repetition or genuine improvement.
That is a great many moving parts.
Which is exactly why one grand question is not enough.
Proposed thesis questions
These are starting points, not findings. They are designed to be challenged, narrowed and tested by researchers with the right disciplinary expertise.
Business and organisational studies
How is perceived error management culture associated with employees’ willingness to report ordinary work mistakes?
This asks whether a culture that treats errors as information changes what people are prepared to disclose.
How do managers’ responses to disclosed mistakes influence later reflection, repair and knowledge sharing?
The first response may determine whether the next mistake reaches the surface quickly, late or not at all.
Under what conditions do after-action reviews lead to actual changes in routines, documentation or training?
A meeting called “lessons learned” is not evidence that anything was learned. Organisational learning requires experience to become knowledge and practice.[5]
Psychology and neuroscience
How do explanations of a mistake affect shame, responsibility and willingness to try again?
A useful answer must preserve accountability without turning self-punishment into a performance measure.
Can mistake reframing reduce destructive self-blame while preserving the intention to repair?
This is the uncomfortable middle ground. Neither courtroom nor cuddle.
How do beliefs about learning, responses to error and later behavioural adjustment change across repeated feedback experiences?
This needs careful behavioural and, where appropriate, neurocognitive study. A colourful brain scan is not a personality test, and one mistake does not prove neuroplastic transformation.
Education
How does the wording of feedback after a wrong answer affect a student’s willingness to attempt a similar problem?
What helps a student publicly revise an incorrect idea without losing face?
When does struggle before instruction become productive rather than merely confusing?
Productive failure research gives us a useful warning: difficulty must be designed and sequenced. Struggle is not educational simply because it was unpleasant.[6]
Healthcare and human services
How safe do students and junior workers feel asking for help after a near miss?
How do multidisciplinary teams turn low-harm incidents and near misses into shared learning?
Which combinations of inclusive leadership, professional status and team-learning routines produce lasting improvement after an incident?
These are not questions for casual experimentation. Research must protect participants, service users and confidential records. Mistakeology should never create harm in order to study harm.
Entrepreneurship
How do founders explain a significant mistake, and where do they locate its causes?
How does the stigma of business failure affect willingness to seek advice or begin again?
Which lessons survive into the next venture, and which are overgeneralised from one painful experience?
Entrepreneurs are often told to wear failure as a badge. Some would prefer a business model, a decent night’s sleep and less performative resilience.
The research should be allowed to discover what actually helps.
Technology and software practice
Which features of incident reports are associated with useful learning actions rather than person-focused blame?
How do teams decide whether an incident lesson becomes a code change, monitoring change, documentation or training?
Do structured, system-focused reviews improve causal analysis and corrective action compared with unstructured reviews?
Technology gives us unusually visible trails from incident to review to action. It also gives us many beautifully written postmortems whose recommendations quietly retired without notice.
That gap deserves study.
What would count as evidence?
A credible Mistakeology research programme cannot rely on people saying they learned something.
Where possible, studies should look for observable movement:
- earlier disclosure
- better-quality reflection
- completed repair actions
- changed routines or systems
- improved transfer to a later task
- reduced repetition under comparable conditions
- preserved accountability without unnecessary shame
Self-report still matters. It simply should not carry the entire piano.
Research design must also distinguish reporting from incidence. A team with more reports may have more problems, or it may finally feel safe enough to tell the truth. Psychological safety research gives us a foundation for studying that difference, not permission to guess it.[3]
The boundaries matter
Mistakeology will need boundaries if it is to become useful.
A mistake is not automatically negligence.
Bad luck is not always a mistake.
A predictable system failure should not be disguised as one person’s lapse.
Deliberate misconduct does not become harmless because somebody puts the word “learning” on a PowerPoint slide.
One proposed study therefore asks how people distinguish a useful mistake from negligence, bad luck and predictable system failure.
That is not a side issue.
It may be one of the foundations.
An invitation, not an enrolment brochure
These questions span organisational studies, psychology, neuroscience, education, human services, entrepreneurship and technology.
No single thesis should attempt all of them unless the student has developed a strong dislike of weekends.
The point is to make the proposition testable.
I am not announcing findings here.
I am not claiming Mistakeology is already a formally recognised academic discipline.
I am putting forward questions that might help determine whether it deserves to become one.
OFIOFO remains part of how I approach the work. I am leaving its meaning where it belongs for now: behind the curtain, being useful rather than explained.
The next article will ask what society might gain if we become better at rapid-failure innovation, reduce the anxiety attached to imagined future mistakes and dissolve the cognitive dissonance that keeps poor decisions alive.
For today, one question is enough:
Which of these questions deserves to be tested first, and what have I missed?
Challenge it. Refine it. Add the question that makes the purple bloke slightly uncomfortable.
That is how this becomes a discipline rather than a declaration.
Founder of Mistakeology
Mr Purple, A Coach with Benefits
