Knowella

Shift Fatigue Screening Template

Biomathematical fatigue models take scheduled hours as their input and produce a number about an average person. Neither of those is the thing you need to know. The roster does not record that someone commuted ninety minutes each way and slept four hours, and the average person is not the individual who is about to drive home.

KnowErgoAssessmentERG-024Pinned in navigation49 fields across 6 sectionsFull researchSee the form

Reviewed by Siddarth SinghCSPLast reviewed 16 August 2026

Basis
HSE fatigue index
Workspace
KnowErgo
Form type
Assessment
Models predict
The average person
Input is
The roster, not the sleep

The short version

  • Model outputs describe an average person and do not account for individual differences, task type or work context. Aviation regulators state this explicitly.
  • Guidance from CASA and IATA is unusually direct: model predictions should never be the sole basis for operational fatigue decisions, and cannot provide a green light for safety.
  • Most models take scheduled hours as input rather than sleep actually obtained. A roster that models well conceals a long commute, a second job, a young child or insomnia.
  • The two physiological drivers are sleep history and time of day. A comparative study concluded it is not clear current models provide more information than an expert with a firm grasp of both.
  • Different models take different inputs and produce different scales, so a score from one cannot be compared against a threshold set for another.
  • The model belongs inside a fatigue risk management system with reporting, monitoring and controls, providing a supporting role rather than the answer.

What this is

What is shift fatigue screening?

What is shift fatigue screening?

Assessment of a shift pattern and the work performed on it to identify where fatigue risk is concentrated, using shift design factors, task demands, observed indicators and existing controls, and where warranted a biomathematical model.

What is a biomathematical fatigue model?

A computational model estimating fatigue from work and sleep schedules, based on sleep history and circadian effects. Examples include the HSE Fatigue Risk Index and SAFTE. They take different inputs and produce different scales, so results from different models are not directly comparable.

Scope

When is a shift fatigue screening required?

This screens a shift pattern and the work on it. Individual fitness for duty is separate.

Use this template when

  • Assessing a shift pattern before implementation or after a change
  • Identifying which shifts and which points within them carry concentrated fatigue risk
  • Reviewing patterns following incidents, errors or near misses clustered by time
  • Screening overtime, callout and extended-hours arrangements
  • Establishing where controls are needed and what kind

Do not use it for

  • Individual fitness for duty assessment, which addresses a person on a day
  • Working time compliance, which is a legal limit rather than a fatigue assessment
  • Occupational health referral for sleep disorders or shift intolerance
  • The fatigue risk management system itself, which this feeds
  • Journey risk and driving hours assessments, which have their own regimes

Compliance mapping

Which HSE fatigue index requirements does this satisfy?

Fatigue is regulated prescriptively in transport and through general duties elsewhere.

ClauseRequirementWhere it lands
ISO 45001 cl.6.1.2Hazard identification including work organisation, hours, shift patterns and human factorsShift design
ISO 45003Psychosocial risk management including workload, work scheduling and shift workTask demands
HSE Fatigue Risk IndexScreening tool assessing shift schedules for fatigue and risk, based on sleep history and circadian factorsShift design
49 CFR 395Hours of service for commercial drivers, a legal limit distinct from a fatigue assessmentHeader
Working Time RegulationsLimits on working hours, night work and rest periods (GB and EU)Header
ISO 45001 cl.8.1.2Hierarchy of controls, applied to schedule design before reaching alertness measuresControls
ISO 45001 cl.5.4Worker consultation on arrangements affecting them, including shift designIndicators
ISO 45001 cl.10.2Incident investigation, including whether fatigue contributedOutcome

What it does not cover

  • Individual fitness for duty assessment, addressing a person on a day.
  • Working time compliance, a legal limit rather than a fatigue assessment.
  • Occupational health referral for sleep disorders or shift intolerance.
  • The fatigue risk management system, which this feeds.
  • Driving hours and journey risk assessments, with their own regimes.

How to complete it

How to complete a shift fatigue screening, step by step

Screen the design, ask about sleep rather than hours, and treat the model as one input.

Assess the shift design factors directly

Shift length, start and finish times, direction and speed of rotation, consecutive shifts, rest between shifts, night shift frequency, overtime and callout, and predictability. These are the levers that change fatigue, and most of them can be assessed without any model at all because the physiology is well established.

Ask about sleep obtained, not hours rostered

The model's input is the schedule. The relevant quantity is sleep actually achieved, which is affected by commute, caring responsibilities, second jobs, noise, daylight and shift-related insomnia. A pattern that models acceptably can produce four hours of sleep in practice, and only asking will reveal it.

Match the task to the time

Fatigue affects tasks unequally. Monotonous monitoring, complex decision-making and driving degrade fastest, while physically active varied work degrades more slowly. Scheduling the most fatigue-sensitive tasks away from the circadian low and the end of long shifts is a control that costs nothing but planning.

Work the hierarchy on the schedule

Change the pattern, change the rotation, change task allocation, before reaching for napping policies, caffeine guidance and alertness monitoring. Schedule design is the engineering control here, and programmes that skip to individual countermeasures have moved the problem onto the person who is already tired.

What auditors find

Most common shift fatigue screening findings

Fatigue findings concentrate on model misuse and on what the schedule actually produces.

FindingClauseWhat fixes it
Model output treated as clearance for a pattern.CASA guidanceModels cannot give a green light; they are one control among several.
Scores from different models compared against a common threshold.HSE FRIModels take different inputs and produce different scales; they are not interchangeable.
Sleep obtained never asked about, only hours rostered.ISO 45003Commute, caring, second jobs and insomnia all sit outside the roster.
Fatigue-sensitive tasks scheduled into the circadian low.ISO 45001 cl.8.1.2Task allocation by time of day is a control costing only planning effort.
Controls limited to individual countermeasures.ISO 45001 cl.8.1.2Schedule design is the higher-order control; countermeasures come after.
Hours compliance treated as evidence of adequate fatigue management.49 CFR 395A legal limit is not a fatigue assessment; compliant patterns can be dangerous.
No fatigue reporting route, so the model has no field data to check against.ISO 45001 cl.5.4A system needs reported fatigue to validate its predictions.
Incidents not analysed by time of day and position in shift.ISO 45001 cl.10.2Clustering by hour and shift position is the most direct fatigue evidence available.
Commuting after night shifts not addressed.ISO 45001 cl.6.1.2The drive home follows the shift and is frequently the highest-risk period.
Pattern changed without consultation with those working it.ISO 45001 cl.5.4They hold the information about sleep achieved on each variant.

Case in point

Case in point: what the roster could not see

A site modelled a proposed twelve-hour rotating pattern and obtained results within acceptable limits. The pattern was implemented and the modelling was cited as evidence that fatigue had been assessed.

A subsequent survey of the crew found the average sleep obtained before a night shift was substantially below what the model had assumed. Several people commuted over an hour each way, two had caring responsibilities in the afternoon before nights, and daytime sleep in summer was poor for most of the crew.

None of that information was available to the model, because its input is the schedule. The pattern was, on paper, acceptable. What people were actually sleeping was not.

The template

The template, field by field

The form exactly as it installs. Every field, option, score and conditional rule is editable, and the links to other templates come with it.

49fields
6 sections
Reference
ERG-024
Archetype
Assessment
Record ID
FAT-2026-000
Scoring
Fatigue risk band
Direction
High is bad
Singleton
No
Basis
HSE fatigue index
Links
Links Job, Worker
Tags
Ergonomics, Fatigue
Sections
6
Fields
49
Follow up fields
3
Repeating sections
0
Links out
3
Field typesOwn ID, generated on saveCase thread and parentPick list from a registryLinked to another templateFollow up, dashed outlineScored

Header

14 fields
Text

Screening ID*

Generated on save

Auto sequence. Format SFS-2026-000.

The record's own ID. Other templates point at this value.

Single Choice

Status*

Scored

Drives who this goes to next.

  • Planned2 pts
  • In progress2 pts
  • Complete3 pts
  • Deferred0 pts
  • Open0 pts
  • Closed3 pts
  • Overdue0 pts
Date & Time

Date and Time*

Users

Completed By*

Pick List

Site*

From FDN-001 Site NameFilter: Status is Active
Text

Site ID*

Linked

Format SITE-000.

Links to FDN-001 Site ID

Single Choice

Area

Optional

The area within the site.

Cutting roomBoning hallPackingChill storeFreezerPasteurisingFillingCulture roomDespatchYardWorkshopPlant roomOffices
Location

Exact Location

Optional

Drop a pin for anything hard to find.

Single Choice

Area 2*

The area within the site.

Cutting roomBoning hallPackingChill storeFreezerPasteurisingFillingCulture roomDespatchYardWorkshopPlant roomOffices
Location

Exact Location 2

Optional

Drop a pin for anything hard to find.

Info

Tired People Make Different Mistakes

Fatigue degrades attention and judgement measurably, and the effect is worse on nights. Screening it is a safety control, not a wellbeing gesture.

Single Choice

Shift Pattern*

Scored
  • Days only3 pts
  • Two shift2 pts
  • Three shift rotating1 pt
  • Permanent nights0 pts
  • Twelve hour1 pt
Text

Screening Period*

Numeric Answer

Workers Covered*

Shift design

6 fields
Numeric Answer

Consecutive Nights Worked*

Scored
Numeric Answer

Shift Length Hours*

Scored
Numeric Answer

Rest Between Shifts Hours*

Scored
Single Choice

Rotation Direction

OptionalScored

Forward rotation, moving days to afternoons to nights, is easier to adapt to than backward.

  • Forward3 pts
  • Backward0 pts
  • Not rotating2 pts
Single Choice

Notice Of Roster Changes*

Scored
  • Weeks3 pts
  • Days1 pt
  • Same day0 pts
Single Choice

Overtime Frequency*

Scored
  • Rare3 pts
  • Occasional1 pt
  • Routine0 pts

Task demands

6 fields
Single Choice

Monotonous Work*

Scored
  • No3 pts
  • Some1 pt
  • Highly0 pts
Single Choice

Sustained Attention Required*

Scored
  • No3 pts
  • Some1 pt
  • Continuous0 pts
Single Choice

Physically Demanding*

Scored
  • No3 pts
  • Moderate1 pt
  • High0 pts
Single Choice

Safety Critical Tasks On Shift*

Scored
  • No3 pts
  • Some1 pt
  • Many0 pts
Single Choice

Lone Working*

Scored
  • No3 pts
  • Some1 pt
  • Routine0 pts
Single Choice

Break Frequency Adequate*

Scored
  • Yes3 pts
  • Marginal1 pt
  • No0 pts

Indicators

6 fields
Single Choice

Fatigue Reported By Workers*

Scored
  • None3 pts
  • Some1 pt
  • Widespread0 pts
Numeric Answer

Incidents Late In Shift

OptionalScored
Single Choice

Errors Late In Shift*

Scored
  • No pattern3 pts
  • Some1 pt
  • Clear pattern0 pts
Numeric Answer

Absence Rate On This Pattern

OptionalScored
Numeric Answer

Turnover On This Pattern

OptionalScored
Single Choice

Commuting Distance A Factor

OptionalScored
  • No3 pts
  • Some1 pt
  • Significant0 pts

Controls

6 fields
Single Choice

Rest Facilities Available*

Scored
  • Yes3 pts
  • Limited1 pt
  • No0 pts
Single Choice

Lighting Supports Alertness

OptionalScored
  • Yes3 pts
  • Adequate1 pt
  • Poor0 pts
Single Choice

Task Variation Within Shift*

Scored
  • Yes3 pts
  • Some1 pt
  • None0 pts
Single Choice

Fatigue Training Delivered*

Scored
  • Yes3 pts
  • No0 pts
Single Choice

Reporting Fatigue Is Safe*

Scored

If admitting tiredness gets somebody sent home unpaid, nobody will admit it.

  • Yes3 pts
  • Uncertain1 pt
  • No0 pts
Text

Workload Review ID

OptionalLinked

Links to HLT-024 Review ID

Outcome

11 fields
Single Choice

Fatigue Risk Level*

Scored
  • Low3 pts
  • Medium1 pt
  • High0 pts
Single Choice

Shift Pattern Change Recommended*

Scored
  • No3 pts
  • Yes0 pts
Single Choice

Psychosocial Assessment Triggered*

YesNot neededNo
Single Choice

Action Required*

Scored

Raise the action record, then enter its reference here.

  • No2 pts
  • Yes0 pts
Single Choice

Priority

OptionalScoredShows if Action Required equals Yes
  • High0 pts
  • Medium1 pt
  • Low3 pts
Text

CAPA ID

OptionalLinkedShows if Action Required equals Yes

Format CAPA-2026-00000.

Links to FDN-014 CAPA ID

Users

Action Owner

OptionalShows if Action Required equals Yes
Users

Ergonomics*

Signature

Signature*

Users

Site Manager*

Signature

Second Signature*

ERG-024 · record IDs look like FAT-2026-000 · Links Job, Worker

Open in Knowella

Run it with agents

From a document you fill in to a programme that runs itself

The screen assesses a pattern. What fails is a model output treated as clearance and sleep nobody asked about.

KnowErgo

Screens shift design factors directly, records sleep obtained alongside hours rostered, and keeps model output as one input among several.

Ella
Ella

Analyses incidents and errors by hour and position in shift, which is the most direct fatigue evidence an operation holds.

KnowSafe

Provides a fatigue reporting route so predictions can be checked against what people actually experience.

KnowLogistics

Allocates fatigue-sensitive tasks away from the circadian low and the end of long shifts, which is a scheduling control.

This template lives in KnowErgo — ergonomics. Task assessment, video posture analysis, rotation and workstation redesign.

Meet KnowErgo→

Glossary

Shift Fatigue Screening definitions and key terms

Biomathematical model
A computational estimate of fatigue from work and sleep schedules, based on sleep history and circadian rhythm.
Sleep history
Time awake and accumulated sleep debt, one of the two core physiological drivers of fatigue.
Circadian low
The period of the internal daily cycle when alertness is lowest, typically in the early hours.
Sleep opportunity
Time available for sleep according to the schedule, which is not the same as sleep obtained.
Fatigue risk management system
A multi-layered system of controls, reporting and monitoring within which a model provides a supporting role.
Rotation direction
Whether shifts advance forwards or backwards through the day, which affects adaptation.
Sleep inertia
Impaired performance immediately after waking, relevant to napping arrangements and callouts.
Fatigue reporting
A route for people to report being too tired to work safely, without which a system has no field data.

FAQ

Frequently asked questions about shift fatigue screening

Can a fatigue model clear a shift pattern?+

No, and authoritative guidance says so directly. Civil aviation guidance states that biomathematical models cannot provide a green light for operational safety and should be one of several controls, complemented by monitoring and practices ensuring adequate rest. Industry guidance adds that predictions should never be the sole basis for operational fatigue decisions.

Why not?+

Because models predict fatigue for the average person, without accounting for individual differences, task type or work context. They also take the schedule as input rather than sleep actually obtained, so a pattern that models acceptably can still be producing severe fatigue in people whose sleep is constrained by commute, caring responsibilities or shift-related insomnia.

Can we compare scores between models?+

No. Different models take different inputs and produce outputs on different scales, so a threshold set for one tool means nothing applied to another. This matters when an organisation changes tool or compares itself to a published figure, because the numbers look comparable and are not.

What should we assess without a model?+

Shift length, start and finish times, rotation direction and speed, consecutive shifts, rest between shifts, night frequency, overtime, callout and predictability. The physiology behind these is well established, and a comparative study concluded it is not clear current models add more than an expert with a firm grasp of sleep history and time-of-day effects.

What is the strongest control?+

Schedule design, followed by task allocation by time of day. Moving fatigue-sensitive work away from the circadian low and the end of long shifts costs planning effort only. Napping policies, caffeine guidance and alertness monitoring come after, and a programme that starts there has placed the problem on the person who is already tired.

Keep going

Related templates and programmes

Siddarth Singh

Written and reviewed by

Siddarth Singh

Founder & Chief Executive Officer, Knowella

Certified Safety Professional and industrial and systems engineer with more than a decade inside food supply chain, freight and manufacturing operations. This page was written against the current text of the standards it cites, not against secondary summaries of them.

  • Certified Safety Professional (CSP), Board of Certified Safety Professionals
  • MBA, University of Chicago Booth School of Business
  • MS and BS, The Ohio State University, Industrial and Systems Engineering
  • Six Sigma Black Belt
Verify with BCSP →

Sources and last review. Reviewed 16 August 2026 against:

This page is general guidance, not legal advice. Confirm requirements with your jurisdiction’s regulator.

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