NewEraNewEra / In Practice · First Edition / 2026
Utilities field team talking through a job beside electrical equipment
NEWERA / IN PRACTICEFIRST EDITION / 2026
A NewEra publication

Human Performance
in Practice.

Understanding how work really happens — and using that knowledge to make work safer, healthier and better.

Jamie MallinderUnderstand work. Prevent harm.
A note from NewEra

Human Performance widens the view.

Most organisations know a great deal about how work is supposed to happen.

There are procedures, standards, plans, risk assessments, training, roles and controls that describe what people should do and how work should be performed.

That knowledge matters.

But it is not the whole picture.

Work happens in changing conditions.

Equipment is unavailable. Priorities compete. Information is incomplete. People coordinate across teams. Jobs take longer than expected. Plans change. Experienced workers recognise things that were difficult to anticipate. People make decisions, solve problems and adapt.

Most of the time, they make the work succeed.

That everyday reality is one of the richest sources of information available to an organisation.

It is also one of the easiest to miss.

When work goes well, we tend to move on.

When something goes wrong, we often narrow our attention to the actions of the people closest to the outcome.

What did they do?

What did they miss?

Which procedure was not followed?

Why did they make that decision?

Those questions may identify what happened.

They do not necessarily explain why.

Human Performance widens the view.

It asks us to understand the work people were trying to accomplish, the conditions surrounding it, the information available at the time, the pressures and trade-offs involved, and why particular actions made sense in that situation.

That does not remove individual responsibility.

It does not make procedures unimportant.

And it does not mean every adaptation is acceptable.

It means that if we want to improve performance, we need to understand what shapes it.

This publication is about doing that in practice.

Not as another safety program.

Not as a collection of slogans.

And not as a new vocabulary for explaining old ideas.

It is about getting closer to the work.

Seeing more.

Asking better questions.

Learning from what normally happens.

And using that understanding to make work safer, healthier and better.

Understand work. Prevent harm.

Jamie Mallinder

Founder, NewEra

The publication

Contents16 sections / 4 parts

NewEra / In Practice01

Part 01

Understand work

Before trying to change behaviour, understand the work in which that behaviour occurs.

How is the job actually performed?

What does it demand from people?

What changes?

What gets in the way?

What helps?

Where do people adapt?

What looks straightforward from outside the work but becomes difficult from within it?

Human Performance starts there.

Sections 01–04
Part 01 / Understand work01

Start with the work

Before asking why someone did something, understand the work they were trying to do.

When an unwanted event occurs, attention naturally moves toward the people involved.

Someone operated the equipment.

Someone made the decision.

Someone missed the signal.

Someone did not follow the procedure.

Someone was there.

Their actions matter.

But beginning and ending with those actions gives us a very narrow view of performance.

A person does not arrive at work and behave independently of everything around them.

They are working toward goals.

Using tools and equipment.

Interpreting information.

Following plans.

Coordinating with other people.

Responding to changing conditions.

Managing interruptions.

Balancing competing requirements.

Drawing on experience.

Making decisions with the information available at the time.

Their behaviour occurs inside work.

Human Performance starts by widening the field of view.

Instead of beginning with:

Why did they do that?

begin with:

What was happening?

What were they trying to achieve?

What did the work normally look like?

What was different?

What information was available?

What conditions shaped the decision?

What made the action reasonable at the time?

This does not make the person’s actions irrelevant.

It makes them understandable.

And understanding gives us more options for improvement than judgement alone.

FIGURE 1.1Two ways to look at the same event
  1. PERSON-FIRST
    PersonActionErrorOutcomeCorrect the person
  2. WORK-FIRST
    WorkConditionsDecisions and actionsOutcomeUnderstand and improve
  3. SAME EVENT. WIDER FIELD OF VIEW.

A wider view produces different actions

Imagine a technician isolates the wrong item of equipment.

A narrow explanation might be:

The technician failed to identify the correct isolation point.

That may be factually accurate.

But it leaves important questions unanswered.

Were the isolation points clearly labelled?

Did two assets use similar identifiers?

Was the drawing current?

Could the isolation point be seen from the work location?

Was the technician interrupted?

Was the task different from normal?

How was isolation normally confirmed?

Had similar confusion occurred before?

Were people relying on local knowledge to distinguish between equipment?

Once those conditions become visible, the improvement options change.

The response may still include coaching or competency development.

But it might also involve equipment identification, drawings, interface design, planning, verification, access or the way the work itself is organised.

The objective is not to find a more complicated explanation.

It is to find a more useful one.

Start with the work. Then understand the action within it.

Human Performance in Practice / 01
Part 01 / Understand work02

Work as imagined and Work as Done

Work is never just the procedure.

Every organisation has a picture of how work should happen.

That picture exists in:

  • procedures
  • standards
  • plans
  • risk assessments
  • training
  • work instructions
  • rosters
  • roles
  • systems
  • controls.

This is Work as Imagined.

It matters.

Without some shared expectation, complex work would quickly become unmanageable.

But work does not occur inside a document.

It occurs in real conditions.

Those conditions contain variation.

A job takes longer than planned.

Equipment behaves differently.

A contractor arrives late.

A patient deteriorates.

Weather changes.

Production demand increases.

Access is restricted.

A replacement component is unavailable.

Another crew is working nearby.

A worker knows from experience that one part of the procedure does not fit the current situation.

People respond.

That is part of Work as Done.

FIGURE 2.1One job. Two views.
  1. WHAT THE SYSTEM DESCRIBES
    ProcedureResourcesSequenceRolesControlsExpected conditions
  2. WHAT THE WORK CONTAINS
    InterruptionsVariationChanging conditionsWorkaroundsCompeting prioritiesExperienceCoordinationUnexpected demand
  3. SAME JOB. DIFFERENT INFORMATION.

The difference is not automatically a failure

It is tempting to treat any difference between Work as Imagined and Work as Done as non-compliance.

Sometimes it is.

Sometimes the required way of working is clear, workable and important, and someone chooses not to follow it.

But that is not the only explanation.

The work may have changed.

The procedure may contain assumptions that no longer hold.

The equipment may have been modified.

The sequence may not work under certain operating conditions.

The written process may omit knowledge that experienced workers use every day.

The organisation may be asking for two things that cannot both be achieved as expected.

The difference between intended and actual work is therefore something to understand before it is something to correct.

FIGURE 2.2The gap is information
  1. WORK AS IMAGINED
    How work is expected to happen.
  2. LEARNING
    What explains the difference?
  3. WORK AS DONE
    How work actually happens.
  4. THE GAP IS NOT AUTOMATICALLY NON-COMPLIANCE. IT IS INFORMATION.

The aim is not to eliminate the gap

There will always be some difference between the way work is described and the way it unfolds.

The objective is not perfect alignment.

It is to understand where the difference matters.

Ask:

Where is variation necessary?

Where has local practice become better than the written method?

Where is adaptation hiding poor design?

Where are people compensating for system weaknesses?

Where has the gap created additional risk?

Where does the intended method need to change?

Where does actual practice need to change?

Both Work as Imagined and Work as Done contain valuable information.

Good organisations learn from the relationship between them.

Human Performance in Practice / 02
Part 01 / Understand work03

Performance is shaped by conditions

Behaviour does not occur in a vacuum.

We often talk about performance as though it belongs entirely to the individual.

Good performer.

Poor performer.

Experienced worker.

Careless worker.

Competent worker.

Complacent worker.

But performance is produced through an interaction between the person and the system around them.

Consider the same experienced worker doing the same task.

On one day they have:

  • the right equipment
  • clear information
  • enough time
  • a familiar team
  • stable conditions
  • easy access
  • working tools.
  • On another day:
  • the equipment has changed
  • information is incomplete
  • the job is behind schedule
  • two contractors are working in the same area
  • access is restricted
  • a tool is unavailable
  • conditions are changing.

It is the same person.

But it is not the same work.

FIGURE 3.1The Human Work System
WORK / PERFORMANCEPerformance emerges from the interaction.
  1. PERSON
    CapabilityExperienceKnowledgeFatigueAttention
  2. TASK
    ComplexitySequenceWorkloadVariabilityTime
  3. TOOLS & ENVIRONMENT
    EquipmentInterfacesInformationLayoutPhysical conditions
  4. ORGANISATION
    GoalsResourcesLeadershipCoordinationRulesPriorities

Conditions do not determine behaviour

This point needs care.

Time pressure does not make every person take the same shortcut.

Poor equipment does not guarantee an error.

Fatigue does not mean failure is inevitable.

People have agency.

They make choices.

They bring different experience, capability and judgement to the work.

But those choices occur within conditions that make some actions easier, harder, more attractive, less obvious or more likely.

That is why changing conditions can change performance even when the people remain the same.

The practical implication is important.

When something goes wrong, do not ask only:

What was wrong with the person?

Ask:

What was shaping the work?

And when something goes well:

What conditions helped people succeed?

Human Performance is interested in both.

Human Performance in Practice / 03
Part 01 / Understand work04

Adaptation is part of work

People adapt because work requires it.

No procedure can anticipate every combination of conditions that people will encounter.

So people adjust.

They change sequence.

Find another tool.

Coordinate differently.

Slow down.

Speed up.

Ask for help.

Use experience.

Create a workaround.

Stop.

Recover.

Prioritise.

Most of these adaptations never appear in an incident report.

They appear as successful work.

That matters.

Because organisations often depend on people’s ability to adapt far more than they realise.

FIGURE 4.1The adaptation loop
  1. EXPECTED CONDITIONS
  2. REAL CONDITIONS DIFFER
  3. PEOPLE ADJUST
  4. WORK CONTINUES
  5. RESULT
  6. ADAPTATION BECOMES PART OF NORMAL WORK
  7. LEARN
  8. IMPROVE CONDITIONS

Adaptation is not automatically good

Human Performance can become unhelpful when adaptation is romanticised.

Not every workaround is clever.

Not every deviation should be preserved.

Not every local practice is safe.

Adaptation can maintain performance.

It can also reduce margin.

A workaround used occasionally can become normal.

A temporary arrangement can become permanent.

A shortcut that has worked repeatedly can become increasingly difficult to recognise as unusual.

Past success can reinforce confidence in a practice without demonstrating that the practice is robust.

The useful questions are:

  • What are people adapting to?
  • Why is adaptation necessary?
  • How often does it occur?
  • What does it help people achieve?
  • What protection might it weaken?
  • What happens when conditions change again?
  • Can we improve the work so the adaptation is no longer necessary?

The aim is not to remove human flexibility.

It is to understand where the system is depending on it.

Human Performance in Practice / 04
NewEra / In Practice02

Part 02

Understand performance

People’s actions make more sense when we understand the situation from the position they occupied before the outcome was known.

That requires us to resist hindsight, look beyond labels and understand why actions that appear unreasonable afterwards may have appeared entirely reasonable at the time.

Sections 05–08
Part 02 / Understand performance05

People make sense of the situation they are in

The outcome changes what becomes obvious.

After an event, we know what happened.

We know which signal mattered.

Which decision was important.

Which condition became critical.

Which control failed.

Which action should have been different.

The people involved did not have that view.

They were moving forward through the work.

Not backwards from the outcome.

FIGURE 5.1Before / after
  1. BEFORE THE EVENT
    Incomplete informationCompeting goalsUncertaintyNormalised conditionsTime pressurePast successMultiple possible outcomes
  2. AFTER THE EVENT
    Known outcomeComplete timelineVisible consequenceIdentified deviationsSelected evidenceClearer causal story
  3. THE OUTCOME CHANGES WHAT BECOMES OBVIOUS.

Local rationality

People generally do things that make sense to them in the situation they are in.

That does not mean every decision is good.

It means there is usually a reason.

A driver enters an area because previous access has been permitted.

A nurse uses a workaround because the normal equipment is unavailable.

A maintenance worker begins a task because the information available indicates the isolation is complete.

A supervisor continues work because the condition has occurred many times before without consequence.

Once the outcome is known, the weaknesses can appear obvious.

Before it, they may not have been.

The task for learning is to reconstruct that earlier view.

What did they know?

What did they expect?

What had happened before?

What cues were available?

What competing goals existed?

What would another person with similar experience reasonably have done?

This produces a more useful explanation than:

They should have known better.

Human Performance in Practice / 05
Part 02 / Understand performance06

Error is information

Error tells us something happened. It does not yet tell us why.

Some explanations stop just as the useful investigation should begin.

Human error.

Poor judgement.

Complacency.

Failure to follow procedure.

Lack of attention.

Communication failure.

These descriptions may identify something real.

But they often rename the behaviour rather than explain it.

FIGURE 6.1Stopping too early
  1. FAILED TO FOLLOW PROCEDURE
  2. WHY?
    Procedure difficult to applyWork had changedInformation unavailableGoal conflictEquipment constraintNormal local adaptationDifferent understandingUnexpected conditionDeliberate choice
  3. THE LABEL MAY DESCRIBE THE ACTION. IT DOES NOT EXPLAIN THE WORK.

Keep going

If someone did not follow a procedure, understand why.

Was the procedure known?

Was it available?

Was it understandable?

Did it fit the task?

Was the required equipment available?

Did experienced workers normally perform the work differently?

Was there a competing requirement?

Was the deviation deliberate?

What benefit did the alternative provide?

What risk did the person believe they were taking?

This is not an exercise in finding a system explanation for every action.

Sometimes the answer may be straightforward.

A person understood the requirement, had reasonable conditions to meet it, understood the potential consequence and deliberately chose otherwise.

That matters.

But we should arrive at that conclusion through understanding, not assumption.

Do not stop at the label.

Human Performance in Practice / 06
Part 02 / Understand performance07

Success and failure often have the same origins

The same adaptations that help work succeed can also create vulnerability.

Consider an experienced team that has learned how to complete a difficult task efficiently.

They know where delays normally occur.

They know which parts of the process can overlap.

They know which information matters most.

They know when to wait and when to continue.

This expertise helps the work succeed.

Then one condition changes.

A different piece of equipment.

A new contractor.

An unusual configuration.

A delayed handover.

A less experienced team member.

An adaptation that worked hundreds of times now produces a different result.

FIGURE 7.1Same adaptation. Different outcome.
  1. NORMAL CONDITIONS
  2. ADAPTATION
  3. SUCCESSFUL WORK

CHANGED CONDITIONS

  1. SAME ADAPTATION
  2. REDUCED MARGIN / UNWANTED OUTCOME

OUTCOME ALONE DOES NOT TELL US WHETHER THE UNDERLYING BEHAVIOUR WAS UNUSUAL.

    Learn from both sides

    If we only study failure, we can easily conclude that the behaviour associated with the outcome was itself abnormal.

    Normal work may tell a different story.

    The same behaviour may occur frequently.

    The same workaround may be widespread.

    The same judgement may normally produce success.

    That does not make it safe.

    It makes it important.

    Understanding successful work helps us identify:

    • where people routinely compensate for system weaknesses
    • which adaptations are essential to getting work done
    • what conditions support good performance
    • where success depends on fragile margins
    • what could change those margins.

    Success and failure are not always produced by completely different systems.

    Sometimes the difference is smaller than we think.

    Human Performance in Practice / 07
    Part 02 / Understand performance08

    Context changes behaviour

    If you want different behaviour, look at what the system is making easy, hard, likely or necessary.

    Organisations often try to change behaviour through communication.

    Reminders.

    Campaigns.

    Training.

    Rules.

    Posters.

    Conversations.

    These can help.

    But behaviour is also shaped by the design of the work.

    If the safe method requires more time than the schedule allows, that matters.

    If the required tool is difficult to access, that matters.

    If the procedure requires information people do not have, that matters.

    If stopping work creates significant operational consequences, that matters.

    If one metric rewards speed while another expects caution, that matters.

    People notice what the system rewards, tolerates, makes difficult and repeatedly requires.

    FIGURE 8.1Context changes performance
    PERSONDifferent conditions create different performance possibilities.
    1. TIME
    2. RESOURCES
    3. EQUIPMENT
    4. INFORMATION
    5. SUPERVISION
    6. WORKLOAD
    7. GOALS
    8. ENVIRONMENT
    9. INTERFACES

    Instead of asking only:

    How do we get people to comply?

    also ask:

    What makes the desired action easy to perform?

    What makes it difficult?

    What makes another action attractive or locally reasonable?

    What conditions repeatedly produce the behaviour we are trying to change?

    Can we redesign those conditions?

    Behaviour change becomes more sustainable when the work supports the behaviour being asked for.

    Human Performance in Practice / 08
    NewEra / In Practice03

    Part 03

    Learn from work

    Most work ends successfully.

    People solve problems, recover from disruption, notice weak signals, coordinate with others and adapt to conditions.

    There is something worth learning long before an incident occurs.

    Sections 09–12
    Part 03 / Learn from work09

    Learn from normal work

    Most work ends well. That does not mean nothing interesting happened.

    A task was completed.

    Production continued.

    The patient received care.

    The train departed.

    The equipment returned to service.

    The project moved forward.

    No incident occurred.

    So the organisation moves on.

    But inside that successful work may have been:

    a control that was difficult to use

    a last-minute equipment substitution

    an experienced worker recognising a weak signal

    a team recovering from a planning error

    a workaround everyone knows about but nobody has documented

    a conflict between two procedures

    a supervisor creating additional time

    a worker catching a mistake before consequence.

    Normal work contains information about how the system actually functions.

    FIGURE 9.1The learning window
    1. WHAT OFTEN GETS STUDIED
      INCIDENTINVESTIGATIONLEARNING
    2. WHAT WORK ALSO CONTAINS
      NORMAL WORKVARIATIONADAPTATIONRECOVERYSUCCESSLEARNING
    3. DO NOT WAIT FOR CONSEQUENCE TO MAKE WORK VISIBLE.

    Learn from what helps

    Learning from normal work is not simply looking for hidden problems.

    It is also understanding success.

    What made the work easier today?

    What helped the team coordinate?

    Which information was useful?

    What did an experienced person notice?

    What allowed the team to recover?

    Which part of the system worked particularly well?

    What should we avoid accidentally removing when we redesign the work?

    Organisations can become very good at identifying what went wrong and remain surprisingly weak at understanding what routinely goes right.

    Both matter.

    Human Performance in Practice / 09
    Part 03 / Learn from work10

    Ask better questions

    The quality of learning depends on the quality of the questions.

    People quickly recognise the purpose behind a question.

    A question can sound open while still carrying judgement.

    Why didn’t you follow the procedure?

    may really mean:

    Explain why you were wrong.

    When people expect judgement, they protect themselves.

    Answers become shorter.

    Complexity disappears.

    Uncertainty is removed.

    The story becomes safer to tell.

    If we want to understand work, our questions need to create room for the work to be described.

    FIGURE 10.1From judgement to learning
    1. INSTEAD OF

      Who caused this?

      ASK

      What happened?

    2. INSTEAD OF

      Why did they do that?

      ASK

      What made sense at the time?

    3. INSTEAD OF

      What rule was broken?

      ASK

      How did the work normally happen?

    4. INSTEAD OF

      How do we correct them?

      ASK

      What could make this work easier to do well?

    Questions that open the work

    Try:

    • Talk me through how this job normally happens.
    • What were you trying to achieve?
    • What was different this time?
    • What tends to make this job difficult?
    • Where do you usually have to adjust the plan?
    • What information do you rely on?
    • What gets in the way?
    • What works particularly well?
    • What do experienced people know that is difficult to see in the procedure?
    • What would you change if you could?

    Then listen.

    Do not use the question simply as a bridge to the answer you already believe.

    Curiosity is not a script.

    Human Performance in Practice / 10
    Part 03 / Learn from work11

    Go and see the work

    Work is difficult to understand from a dashboard.

    Data can tell us a great deal.

    Where events occur.

    Which actions are overdue.

    What people reported.

    How often an activity was completed.

    Which controls were verified.

    Where performance differs.

    But data is a representation of work.

    It is not the work itself.

    Some things become visible only when we spend time where work happens.

    FIGURE 11.1Four things to notice
    1. WHAT HELPS?
      What supports successful performance?
    2. WHAT GETS IN THE WAY?
      What makes the work harder than it needs to be?
    3. WHAT CHANGES?
      What varies between the plan and reality?
    4. WHAT REQUIRES ADAPTATION?
      Where do people need to adjust to make the work succeed?

    Field interactions can do more than check

    There is an important place for field assurance.

    Are controls present?

    Are requirements being met?

    Is the work within agreed limits?

    But every field interaction does not need to be only an inspection.

    Leaders can also learn.

    Ask:

    What is going well today?

    What is making this harder than it should be?

    What has changed since the job was planned?

    Where do you have to adapt?

    What feels fragile?

    What are you relying on?

    What would make this easier to do well?

    Then look at the work together.

    The purpose is not to catch someone doing something wrong.

    It is to understand what the system looks like from inside the work.

    Human Performance in Practice / 11
    Part 03 / Learn from work12

    Learning teams

    Bring the people who know the work together to understand the work.

    Some work is too complex to understand through a single interview.

    Different people see different parts.

    Operators.

    Maintainers.

    Supervisors.

    Planners.

    Engineers.

    Contractors.

    Support functions.

    Each may understand something the others do not.

    A Learning Team creates a structured way to bring those perspectives together.

    What a Learning Team is not

    It is not a disciplinary meeting.

    It is not an investigation interview conducted in a group.

    It is not a root-cause workshop with different language.

    It is not a forum for validating an explanation already decided.

    And it is not simply a conversation.

    The purpose is to develop a richer understanding of how the work functions.

    FIGURE 12.1Learning Team flow
    1. FRAME
      What are we trying to understand?
    2. EXPLORE
      How does the work normally happen?
    3. MAP THE WORK
      What actually happens across the task?
    4. UNDERSTAND CONDITIONS
      What shapes decisions and performance?
    5. IDENTIFY PATTERNS
      What helps, hinders, varies or creates vulnerability?
    6. DEVELOP IMPROVEMENTS
      What could make the work better?
    7. FOLLOW THROUGH
      What changed, and did it help?

    Good Learning Teams stay close to the work

    They explore:

    • what normally happens
    • where variation occurs
    • what people rely on
    • what makes work difficult
    • how people recover
    • where goals conflict
    • what successful people do
    • what has changed over time
    • where the system is fragile.

    The value is not the workshop itself.

    It is what the organisation understands and improves because the workshop happened.

    Human Performance in Practice / 12
    NewEra / In Practice04

    Part 04

    Improve the conditions

    Understanding work is not the end point.

    Learning has to travel back into the system.

    The test is whether something becomes better.

    Sections 13–16
    Part 04 / Improve the conditions13

    Respond to failure differently

    The response to failure shapes what the organisation will learn next.

    People pay attention to what happens after bad news.

    If reporting difficulty leads to blame, people learn to be careful about what they report.

    If admitting uncertainty damages reputation, certainty increases.

    If raising a workaround creates trouble for the person who describes it, workarounds become harder to see.

    The organisational response therefore affects future visibility.

    But learning does not require the removal of accountability.

    A mature response can hold both.

    FIGURE 13.1Before judging the action
    1. WHAT HAPPENED?
    2. WHAT WAS INTENDED?
    3. WHAT DID THE PERSON KNOW AT THE TIME?
    4. WHAT CONDITIONS SHAPED THE ACTION?
    5. WHY DID IT MAKE SENSE?
    6. WAS THE BEHAVIOUR REASONABLE?
    7. WHAT RESPONSE IS APPROPRIATE?

    Accountability needs context

    Different situations warrant different responses.

    An unintended mistake is not the same as a deliberate act.

    A reasonable adaptation under difficult conditions is not the same as knowingly exposing others to serious harm.

    A person working within an accepted local practice is not in the same position as someone deliberately bypassing a clear and workable requirement for personal convenience.

    Intent matters.

    Capability matters.

    Foreseeability matters.

    The quality of the system matters.

    The conditions matter.

    The potential for harm matters.

    Human Performance should improve the quality of accountability.

    Not remove it.

    A useful response asks both:

    What should we learn about the system?

    and:

    What is a fair and appropriate response to the behaviour?

    Human Performance in Practice / 13
    Part 04 / Improve the conditions14

    Design better work

    The strongest improvements change the conditions around performance.

    Many corrective-action systems repeatedly produce the same responses.

    Retrain.

    Remind.

    Communicate.

    Update the procedure.

    Add a warning.

    Tell people to be more careful.

    Sometimes those are exactly the right actions.

    Often they are not enough.

    If the problem was created by equipment design, another briefing will not redesign the equipment.

    If two goals conflict, retraining does not remove the conflict.

    If information arrives too late, a reminder does not make it arrive earlier.

    If the task routinely requires a workaround, rewriting the procedure without changing the work may simply create a newer procedure that people still cannot use.

    FIGURE 14.1From reminder to redesign

    SOMETIMES APPROPRIATE

    Remind · Communicate · Train · Clarify · Update guidance

    CHANGE THE CONDITIONS

    • Improve information
    • Reduce unnecessary complexity
    • Improve tools and interfaces
    • Resolve conflicting goals
    • Improve resources
    • Change workflow
    • Strengthen recovery
    • Engineer out vulnerability
    • Redesign the work
    MATCH THE IMPROVEMENT TO WHAT YOU LEARNED.

    Make good work easier

    Good work design asks:

    • Can the person see what they need to see?
    • Does the equipment support the required action?
    • Is important information available at the right time?
    • Are roles clear?
    • Can the work be completed within realistic time?
    • Are conflicting requirements resolved?
    • Can mistakes be detected and recovered?
    • Does the system tolerate normal variation?
    • Is the safer action also a practical action?

    The aim is not to design people out of work.

    It is to design work that makes good performance more achievable.

    Human Performance in Practice / 14
    Part 04 / Improve the conditions15

    Lead for learning

    What leaders pay attention to shapes what the organisation can see.

    Field leadership often has an assurance purpose.

    Check the permit.

    Review the controls.

    Confirm the procedure.

    Inspect the equipment.

    Verify the standard.

    These activities matter.

    But if every interaction is a check, leaders see only part of the work.

    Sometimes the more useful role is to learn.

    FIGURE 15.1Two modes of field leadership
    1. ASSURE
      Are required conditions present?Are important controls effective?Is work within agreed limits?Are requirements being met?
    2. LEARN
      How is the work actually happening?What has changed?What is helping?What is getting in the way?Where are people adapting?
    3. TOGETHER
      UNDERSTAND AND IMPROVE THE WORK

    Know which conversation you are having

    Problems arise when assurance is disguised as learning.

    A leader asks an apparently curious question but is really testing compliance.

    Workers recognise this quickly.

    Be clear.

    Sometimes:

    I need to confirm that this control is in place.

    Other times:

    I want to understand how this work actually happens. Show me what makes it difficult.

    Both conversations are legitimate.

    They simply serve different purposes.

    Strong operational leadership can do both.

    Human Performance in Practice / 15
    Part 04 / Improve the conditions16

    Turn learning into improvement

    A good conversation is not the end point.

    An organisation can run Learning Teams, conduct field interactions, teach Human Performance principles and collect hundreds of operational insights without materially changing the work.

    Learning activity is not the same as improvement.

    Eventually, something needs to change.

    FIGURE 16.1From signal to improvement
    1. NOTICE
      Something worth understanding becomes visible.
    2. EXPLORE
      Get closer to the work.
    3. UNDERSTAND
      Identify the conditions and interactions that matter.
    4. ACT
      Make a proportionate improvement.
    5. CHECK
      Did the change help?
    6. LEARN
      What does this tell us about other work?

    Close the learning loop

    People who contribute operational knowledge should be able to see what happened because they spoke.

    Not every suggestion will be adopted.

    Not every issue can be solved immediately.

    But silence after consultation teaches people something too.

    It teaches them that sharing information changes little.

    Good learning systems create feedback.

    • What did we hear?
    • What did we decide?
    • What changed?
    • What could not change?
    • Why?
    • Did the improvement work?
    • Where else might this matter?

    That is how learning becomes organisational capability rather than a series of good conversations.

    Human Performance in Practice / 16
    Putting it together

    The human work system

    Performance emerges from the system around the work.

    Human Performance is sometimes reduced to the person.

    Other approaches remove the person almost entirely and talk only about the system.

    Neither is sufficient.

    People and systems interact.

    At the centre is the work itself.

    Person

    What the individual brings to the work.

    Capability.

    Experience.

    Knowledge.

    Fatigue.

    Attention.

    Health.

    Expectations.

    Judgement.

    Task

    What the work requires.

    Complexity.

    Sequence.

    Workload.

    Timing.

    Coordination.

    Variability.

    Precision.

    Recovery.

    Tools & environment

    What people use and encounter.

    Equipment.

    Technology.

    Interfaces.

    Information.

    Layout.

    Access.

    Noise.

    Temperature.

    Physical conditions.

    Organisation

    What surrounds and shapes the work.

    Goals.

    Resources.

    Leadership.

    Planning.

    Roles.

    Rules.

    Priorities.

    Staffing.

    Coordination.

    Change.

    Across all four dimensions are:

    • DEMAND
    • What is being asked of the system?
    • VARIATION
    • What changes?
    • ADAPTATION
    • How does the system respond?
    • FEEDBACK
    • What information becomes visible?
    • LEARNING
    • What changes because of what was learned?

    The Human Work System is not intended to explain every action through a diagram.

    It is a way of widening the questions we ask.

    What is shaping the work?

    Where is pressure entering the system?

    Where is adaptation occurring?

    What supports success?

    Where is the work fragile?

    What can we improve?

    Human performance in practice

    Human Performance does not need to begin with a major program.

    Start with real work.

    Go to the work

    Choose work that matters.

    ↓

    Ask

    Use questions that help people describe reality.

    ↓

    Listen

    Do not rush to categorise or correct.

    ↓

    Understand

    Look for conditions, interactions, variation and adaptation.

    ↓

    Improve

    Change something that makes the work easier to do well.

    ↓

    Check

    Did the change actually help?

    ↓

    Learn

    What should be preserved, changed or shared elsewhere?

    Then repeat.

    Do not begin with terminology.

    Do not begin with a culture campaign.

    Do not begin by teaching everyone a list of HOP principles.

    Choose work that matters.

    Go and understand it.

    Make something better.

    Let the way the organisation responds demonstrate the philosophy.

    Questions worth asking

    A practical test of how well your organisation understands work.

    1. 01Do we understand how important work actually happens?
    2. 02Can people talk openly about difficulty, uncertainty and adaptation?
    3. 03Do our investigations explain conditions or mainly describe behaviour?
    4. 04Do we learn from successful work as well as failure?
    5. 05Do leaders spend time learning from work as well as checking it?
    6. 06Can we see where procedures and operational reality differ?
    7. 07Do people receive feedback after sharing operational insights?
    8. 08Do our corrective actions change the conditions that shaped performance?
    9. 09Can useful learning move across teams, sites and functions?
    10. 10Do we check whether the changes we make actually improve the work?

    These questions are not a maturity score.

    They are a conversation about how the organisation learns.

    Where Human Performance commonly goes wrong

    Changing the language without changing the practice.

    Human Performance can become another program.

    A new set of slides.

    A list of principles.

    New terminology.

    New questions.

    A Learning Team template.

    A leadership workshop.

    None of those things guarantees that the organisation understands work differently.

    Several patterns are worth watching.

    “People make mistakes” becomes the philosophy

    Of course people make mistakes.

    That observation alone changes very little.

    The useful question is what the organisation learns about the conditions in which performance occurs.

    Work as Done is romanticised

    Actual practice is not automatically better than intended practice.

    Some local adaptations are excellent.

    Some are fragile.

    Some are dangerous.

    Understand before judging.

    Then decide what needs to change.

    Procedures become the enemy

    Procedures remain an important part of complex work.

    The issue is not whether procedures are good or bad.

    It is whether they reflect the work, support the work and remain useful under the conditions people actually encounter.

    Everything becomes a system problem

    People still make decisions.

    Intent still matters.

    Capability still matters.

    Accountability still matters.

    Systems thinking should broaden understanding, not eliminate human agency.

    Learning Teams become softer investigations

    Changing the room layout and asking different questions does not create learning if the explanation has already been decided.

    Leaders use curiosity as a script

    Workers know when a question is genuine.

    Human Performance cannot be reduced to saying:

    “What made sense to you at the time?”

    after every event.

    Curiosity requires actually being prepared to hear the answer.

    Organisations collect stories but change little

    Listening is important.

    Improvement is the objective.

    Operational insight should eventually influence work design, controls, planning, resources, leadership or organisational decisions.

    Human Performance becomes disconnected from risk

    Understanding work is not an end in itself.

    Some conditions matter more because the potential consequences are greater.

    Human Performance should help organisations understand where variation and adaptation interact with the things that matter most.

    The language becomes inaccessible

    If frontline workers need a Human Performance glossary to participate in a conversation about their own work, something has gone wrong.

    Use the language of the work.

    Human performance and critical risk

    Different questions. Stronger together.

    Critical Risk Management and Human Performance are related, but they are not the same discipline.

    Critical Risk asks:

    Where can serious harm occur?

    What protection are we relying on?

    Is that protection effective?

    Human Performance asks:

    How does the work actually happen?

    What conditions shape performance?

    Where do people adapt?

    What can we learn from variation?

    Together they create a richer picture.

    FIGURE CR+HPCritical Risk + Human Performance

    CRITICAL RISK

    • Serious-harm pathway
    • Critical controls
    • Exposure
    • Control state

    HUMAN PERFORMANCE

    • Conditions
    • Variation
    • Adaptation
    • Work as Done

    PROTECTION IN REAL WORK

    Critical Risk tells us what protection matters.

    Human Performance helps us understand the conditions in which that protection has to work.

    Critical Risk tells us what protection matters.

    Human Performance helps us understand the conditions in which that protection has to work.

    A critical control can be perfectly defined and still be difficult to sustain in real work.

    A Human Performance conversation can reveal important variation but still fail to recognise which variation creates serious-harm exposure.

    Together, they connect the protection the organisation intends with the work people actually encounter.

    Final thought

    Human performance is not about fixing people.

    It is about understanding the conditions in which people are trying to make work succeed.

    People are part of the system.

    Their decisions and actions matter.

    So do the tools they use.

    The information they receive.

    The time available.

    The goals they are given.

    The people they coordinate with.

    The conditions they encounter.

    And the design of the work around them.

    Most work succeeds because people continually make sense of those conditions and adjust.

    That ability is a strength.

    It can also hide weakness.

    Human Performance helps us see more of that reality.

    It gives us a way to understand why work differs from the plan.

    Why actions made sense before the outcome was known.

    Why successful work contains information worth learning from.

    Why the response to failure affects what becomes visible next.

    And why better performance often begins with better conditions rather than another reminder to the person doing the work.

    The aim is not to explain everything through the system.

    It is not to remove accountability.

    It is not to celebrate every adaptation.

    And it is not to replace standards, procedures, controls or assurance.

    It is to understand enough about the work to make better decisions about all of them.

    Go to the work.

    Ask.

    Listen.

    Understand.

    Improve.

    Then see whether the work became better.

    That is Human Performance in practice.

    Understand work. Prevent harm.

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