GITNUXSOFTWARE ADVICE
Education LearningTop 9 Best Safety Training Record Keeping Software of 2026
Compare options for safety training record keeping software, covering key features and fit for compliance teams and EHS managers choosing tools.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Agents extract product evidence with provenance, then collect written reviews and transcribe video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
Quentic is the best pick for safety teams that need repeatable certification tracking because its qualification expiration monitoring can trigger renewal assignments with linked employee evidence packs, while VelocityEHS is a strong alternative for enterprise programs that need role-tied renewals and audit-ready history across sites.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Quentic
Qualification expiration monitoring that triggers renewal assignments with linked employee evidence packs.
Best for: Fits when safety teams need repeatable certification tracking with renewal workflows and traceable evidence for audits.
VelocityEHS
Editor pickExpiring requirements with automated renewal paths for role-based training assignments.
Best for: Fits when EHS programs need controlled training assignments, renewal tracking, and audit trails across sites.
Intelex
Editor pickConfigurable qualification requirements tied to employee profiles drive recurring assignments and completion enforcement.
Best for: Fits when safety programs need qualification rules, evidence retention, and governed reporting for audits.
Comparison Table
Quentic
mid-marketEuropean EHS software platform with a training management module for planning, executing, and documenting safety training.
Qualification expiration monitoring that triggers renewal assignments with linked employee evidence packs.
Quentic’s core record-keeping workflow links training assignments to employee profiles and stores completion evidence per course session or qualification step. Expiration tracking supports recurring refresh requirements by generating renewal work before certifications lapse. Evidence handling includes certificate file attachments and sign-off fields that fit safety meetings, instructor-led delivery, and computer-based course completion records.
A key tradeoff is that administrators must model competency structures and renewal rules before the expiration and assignment automation reflects real site requirements. Quentic fits when HR and safety teams need consistent qualification tracking across many job roles and when auditors request a single employee record trail.
- +Expiration-driven renewal reminders connect directly to qualification requirements
- +Evidence attachments for completions reduce manual document chasing
- +Competency and certification structures support qualification tracking by role
- +Audit log records changes to training and evidence history
- –Competency model setup takes time for complex job-role matrices
- –Bulk correction workflows can feel heavy for occasional one-off fixes
- –Advanced automation depends on administrators configuring assignment rules
- –Reporting for edge-case evidence packaging may require consistent entry discipline
EHS compliance teams
Track expiring OSHA-related training qualifications
Fewer overdue certifications
HR operations teams
Maintain employee training profiles
Faster audit responses
Show 2 more scenarios
Site supervisors
Document instructor-led safety sessions
Complete training records
Sign-off fields and certificate attachments store session evidence for trainees.
Learning and compliance admins
Run recurring training assignments
Consistent re-certification cycles
Recurring rules tie assignments to competency structures and renewal windows.
Best for: Fits when safety teams need repeatable certification tracking with renewal workflows and traceable evidence for audits.
VelocityEHS
enterpriseCloud-based EHS software offering training management and safety compliance record keeping.
Expiring requirements with automated renewal paths for role-based training assignments.
VelocityEHS is strongest when training records must stay consistent across multiple locations and job roles, because assignments can be tied to organizational structures instead of ad hoc rosters. The core training workflow records completion details and links attachments, which helps when audits require supporting documentation alongside attendance proof. The system also emphasizes expiring requirements so refresher schedules and renewal reminders follow the same underlying assignment rules.
A tradeoff appears for teams that want lightweight, form-first training capture without heavy EHS process integration, because VelocityEHS is structured around broader EHS governance. VelocityEHS fits well when training must stay aligned to changing regulatory scopes and site procedures, and when administrators need consistent rollout, tracking, and renewal behavior across many employees.
- +Renewal behavior follows expiring requirements tied to role assignments
- +Audit history links completion events to evidence attachments
- +Automation reduces manual follow-up for recurring training obligations
- +EHS workflow context keeps training tied to compliance execution
- –More configuration effort than lightweight training record tools
- –Reports can be complex without defined training taxonomy
EHS compliance teams
Manage expiring training requirements
Fewer missed renewals
Safety managers at sites
Audit training completion evidence
Faster audit response
Show 1 more scenario
HR operations teams
Track role-based training progress
Consistent qualification tracking
Keep employee training profiles synchronized with role or assignment changes.
Best for: Fits when EHS programs need controlled training assignments, renewal tracking, and audit trails across sites.
Intelex
enterpriseEHS management software with dedicated training management and competency tracking modules.
Configurable qualification requirements tied to employee profiles drive recurring assignments and completion enforcement.
Intelex organizes training and qualification execution around configurable requirements and ongoing tracking, which fits compliance-heavy environments. The system can manage instructor-led and computer-based learning records, attach supporting documents to training events, and produce audit-ready reporting views. Automation supports renewal logic through recurring assignment patterns tied to employee profiles. Governance controls include role-based permissions and an audit log that records changes to training records and approvals.
A tradeoff is that deep configuration is required to model qualification rules and renewal behavior accurately across multiple job roles. Intelex fits best when safety teams already run enterprise processes for competency management and need training records to stay consistent with HR and operations data. It is less suited for teams that only need lightweight attendance capture without qualification logic.
- +Qualification and requirement logic supports enterprise compliance workflows
- +Audit log records training record edits and approval actions
- +API supports syncing employee and training data to enterprise systems
- +Document attachments help retain evidence linked to training events
- –Initial setup takes time to model roles and renewal rules
- –User training record workflows can feel heavier than simple LMS tools
EHS compliance teams
Manage renewal training for roles
Fewer overdue certifications
Training administrators
Run instructor-led training evidence
Faster audit document access
Show 2 more scenarios
HR operations teams
Sync employee profiles with training
Reduced manual updates
API-driven integrations align training assignments with HR-driven job and status changes.
Regulated site managers
Generate compliance reporting snapshots
Consistent compliance narratives
Governed reporting views present training status and record history for review cycles.
Best for: Fits when safety programs need qualification rules, evidence retention, and governed reporting for audits.
KPA Flex
SMBSafety compliance software combining training delivery with record keeping and audit readiness.
Qualification tracking workflows that maintain per-employee compliance status across course requirements and renewal cycles.
KPA Flex captures safety training records through qualification tracking workflows that tie courses, certifications, and personnel status into one place. The system supports training assignments with recurring schedules and renewal management so expired requirements surface during review cycles.
- +Qualification tracking links employee status to required courses and renewal dates
- +Recurring training assignments support refresher schedules without manual rework
- +Instructor-led record capture supports attendance rosters and sign-off artifacts
- +Role-based access controls help limit who can edit records and approvals
- –Deep setup of training catalog mappings is required for accurate qualification tracking
- –Automation for complex matrix logic needs careful configuration to avoid exceptions
- –Granular reporting requires more navigation than simple export-first workflows
- –API and integration options are not the primary focus compared with workflow features
Training administrators and EHS teams
Link workplace training to compliance programs
Organized training records
Safety professionals and frontline workers
Capture incidents and corrective follow-up
Traceable incident follow-up
Show 2 more scenarios
EHS teams and site supervisors
Record recurring inspections on mobile checklists
Consistent inspection evidence
Standardized checklist workflows collect observations and attachments with traceable corrective action closure.
Operations and permit coordinators
Track permit-to-work sign-offs end to end
Controlled permit lifecycle
Permit workflows retain gas test and closure records tied to each work package sign-off step.
Best for: Fits when safety teams need qualification tracking with recurring renewals and audit trail artifacts for instructor-led training.
EHS Insight
SMBCloud EHS software with training tracking, certification management, and compliance records.
Qualification and renewal logic that keeps training records current by tying expirations to recurring assignment schedules.
EHS Insight organizes safety training record keeping around managed qualification and completion workflows for multi-site workforces. The system supports assignment tracking, course completion records, renewal and expiration checks, and training transcript style history tied to employee profiles.
- +Strong qualification and completion tracking with expiration and refresher reminders
- +Employee training history is organized for retrievable course completion records
- +Audit trail captures training event updates tied to individuals
- +Multi-site assignment workflows support consistent record collection
- –Workflow setup needs careful configuration for training matrices and renewals
- –Reporting flexibility depends on how qualification fields are modeled
- –Role-based controls are present but can require admin attention for clean governance
- –Some blended learning steps need structured data entry to stay consistent
Safety training administrators
Assign role-based refreshers and track completion
Clear training status view
EHS teams and chemical coordinators
Organize SDS-related documentation records
Centralized chemical documentation
Show 2 more scenarios
EHS and safety teams
Manage incident evidence through closure
Closed corrective action record
Teams capture incidents and safety observations, assign follow-up work, and retain verification evidence through closure.
Site safety teams and EHS managers
Standardize field inspections across locations
Comparable inspection records
Repeatable checklists and shared forms capture field observations consistently for review and corrective action workflows.
Best for: Fits when EHS teams must manage recurring certifications and expiration-driven renewals across multiple sites.
HSI
enterpriseWorkforce safety, compliance, and emergency care training platform with record keeping.
Expiration tracking that feeds recurring renewal work from training records to reduce missed certifications.
HSI focuses safety training record keeping around structured compliance workflows rather than general LMS tasks. It supports employee training profiles and course completion records with expiration tracking so renewal work is visible in operational queues.
- +Expiration tracking ties renewals to training records without manual spreadsheets
- +Audit trail captures changes that support regulatory review workflows
- +Certificate and attachment handling keeps evidence close to completion history
- +Training matrices can map roles to required courses for recurring assignments
- –Workflow configuration for complex competency ladders can take multiple setup cycles
- –Reporting depth depends on how training groups and attributes are modeled
- –Some blended learning patterns may require external course authoring
- –Automation coverage varies by integration method and HR system setup
Safety training and HR administrators
Assign recurring courses by role or schedule
Audit-ready completion records
Enterprise EHS leaders
Govern training and evidence across sites
Consistent multi-site processes
Show 2 more scenarios
Contractor managers and site safety coordinators
Apply training requirements during contractor onboarding
More consistent contractor oversight
Site teams organize contractor onboarding and apply safety requirements tied to operational work.
Compliance officers and EHS administrators
Generate compliance reports with training evidence
More accessible compliance records
Compliance teams produce structured reports that retain training session evidence for inspection, incident, and corrective action reviews.
Best for: Fits when safety teams need certificate evidence and expiry-driven renewal tracking for regulated training.
EcoOnline
enterpriseEHS and chemical management software with training records and compliance tracking.
Role-to-requirement training logic that drives renewal reminders based on tracked course completion timelines.
EcoOnline targets organizations that need governed safety training records for audits, with training assignments tied to employee training profiles and defined qualification expectations.
- +Competency-based qualification tracking links roles to required courses
- +Expiration tracking and renewal reminders reduce overdue refresher gaps
- +Audit trail captures course completion history tied to employees
- +Instructor-led and computer-based completion records are handled in one workflow
- –Complex training matrix setup needs careful governance to avoid drift
- –Reporting depth can require configuration work for custom audit views
Manufacturing safety managers
Connect hazard reporting and training competency records
Actions linked to training
EHS leaders and site safety managers
Standardize incident and training-related workflows across sites
Comparable follow-up
Show 2 more scenarios
Utility operations and field safety teams
Tie pre-job hazards and permits to training evidence
Permits tied to follow-up
Field teams capture pre-job hazards and permit requirements and connect them to follow-up actions and qualification records.
Maintenance, operations, and safety teams
Manage hazardous-energy procedure approvals and records
Consistent hazardous-energy approvals
Teams govern machine-specific lockout and tagout procedures using configurable isolation steps with governed approval records.
Best for: Fits when compliance teams need governed qualification tracking with renewal workflows and audit-ready completion evidence.
Alcumus
mid-marketUK-based EHS software provider with training and competency tracking for safety compliance record keeping.
Qualification and renewal tracking that ties expiration status directly to employee training completion history.
Alcumus records and manages safety training completions using qualification-style tracking workflows. It focuses on cert renewals, expirations, and the documentation needed for safety training records during audits.
- +Renewal and expiration management reduces missed refresher assignments
- +Attachment capture keeps evidence aligned with course completion records
- +Audit-oriented reporting supports qualification status views for reviewers
- +Assignment-driven tracking keeps training profiles current for employees
- –Setup of qualification rules needs governance discipline across teams
- –Workflow configuration can feel complex compared with simpler LMS recorders
- –Reporting customization may require admin time for specific audit formats
- –API and automation surface is not as widely integrated as general LMS ecosystems
Construction safety teams
Route permits and retain authorization evidence
Documented authorization
EHS managers, safety teams, and supervisors
Capture incidents and route for review and follow-up
Clear closure progress
Show 2 more scenarios
Multi-site EHS and HSE teams
Run repeatable audits using schedules and checklists
Comparable audit follow-up
Teams perform facility walkthroughs, inspections, and compliance audits using repeatable checklists and schedules.
Safety, compliance, and operations teams
Track remediation tied to incidents and findings
Traceable remediation closure
Remediation tasks link to incidents, audit findings, or observations with owners, deadlines, evidence, and verification.
Best for: Fits when compliance teams need qualification-focused safety training records with renewal monitoring and evidence attachments.
ISNetworld
vertical specialistContractor management platform that tracks and verifies safety training records for contractor workforces.
Contractor safety prequalification workflow ties training documentation to vendor onboarding and ongoing compliance reviews.
ISNetworld is oriented toward contractor safety prequalification record keeping, with data flows built around compliance reviews and ongoing oversight. It supports safety training record management that ties sign-in activity, course completion status, and expiring requirements into auditable histories.
- +Contractor onboarding workflow aligns training records to ongoing compliance reviews
- +Expiring requirement tracking supports recurring renewal and refresher planning
- +Audit trail focus supports review readiness for safety documentation
- +Records can be maintained in a way that supports sign-in and completion histories
- –Setup requires strong training taxonomy governance across roles and job functions
- –Less suited for lightweight internal training programs without contractor-centric needs
Safety managers and high-risk operators
Organize contractor safety training records
Controlled contractor readiness
Compliance, audit, and risk teams
Retain submissions and approval decisions
Traceable decision evidence
Show 2 more scenarios
Construction and project operations
Collect contractor readiness before project start
Clear readiness status
Project teams collect required contractor records and track readiness before vendors begin work.
Ongoing compliance and vendor management
Revalidate expiring contractor requirements
Current contractor records
Recurring compliance checks revalidate credentials and insurance as records expire or contractor conditions change.
Best for: Fits when contractor networks need consistent safety training records for qualification, renewals, and audit trails.
Conclusion
After evaluating 9 safety training record keeping software, Quentic stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right Safety Training Record Keeping Software
Safety training record keeping software manages qualification tracking, course completion records, and expiration-driven renewal assignments with audit trail visibility for EHS and safety teams. This guide covers Quentic, VelocityEHS, and Docebo, plus additional tools evaluated for training matrix governance and evidence retention.
The comparison focuses on how each platform connects expiring requirements to recurring training assignments, and how it links training completion evidence to the employee training profile used during audits. Coverage also includes workflow configuration effort, reporting flexibility, and administrative controls needed to keep training records consistent across sites and job roles.
Safety Training Record Keeping Software for qualification tracking, expirations, and audit-ready evidence
Safety training record keeping software stores course completion records tied to employee training profiles and manages qualification and certification tracking through renewal cycles. The strongest systems connect expiration status to automated renewal assignments so refresher training stays current without manual tracking.
Quentic uses qualification expiration monitoring to trigger renewal assignments and links employee evidence packs to completions for audit traceability. VelocityEHS applies renewal paths tied to role-based training assignments and keeps audit history that links completion events to evidence attachments. These capabilities distinguish tools that run recurring compliance workflows from recorders that only capture sign-in sheet or completion data without governed qualification logic.
Safety training record keeping features that affect audit outcomes
Qualification expiration monitoring determines whether training records stay current enough for inspection-ready proof of renewal behavior. Tools that connect expiration status to recurring assignments reduce the gap between what the program requires and what employees actually hold.
Evidence attachments and audit trail visibility determine whether training transcript claims can withstand audit scrutiny. Platforms that tie completion evidence to the employee training profile create traceability from course completion records to the qualification and certification tracking logic.
Expiration-driven renewal assignments with evidence packs
Quentic triggers renewal assignments from qualification expiration monitoring and links employee evidence attachments to completions for audit traceability. Alcumus ties expiration status directly to training completion history and keeps attachments aligned with course completion records.
Role-based renewal paths tied to assignment rules
VelocityEHS maps expiring requirements to role-based training assignments and maintains audit history that links completion events to evidence attachments. Sphera aligns qualification workflows to roles and sites so renewal behavior follows the employee training profile and organizational units.
Qualification requirement logic tied to employee profiles
Intelex uses configurable qualification requirements tied to employee profiles to drive recurring assignments and completion enforcement with an audit log of record edits and approvals. EcoOnline uses role-to-requirement training logic that links roles to required courses and drives renewal reminders based on tracked completion timelines.
Refresher scheduling tied to recurring certification workflows
EHS Insight ties expirations to recurring assignment schedules so refresher reminders keep training records current across multiple sites. KPA Flex maintains per-employee compliance status across course requirements and renewal cycles using recurring training assignments.
Audit trail behavior across training record edits and approvals
Intelex captures an audit log that records training record edits and approval actions to support governed compliance workflows. Sphera records audit trail events across the assignment lifecycle so changes to training actions remain visible during regulatory review.
Contractor prequalification workflow for vendor onboarding compliance
ISNetworld ties contractor safety prequalification workflows to vendor onboarding and ongoing compliance reviews with expiring requirement tracking for recurring renewals. Quentic focuses on qualification expiration monitoring for internal qualification tracking and renewal workflows using evidence packs.
Choose safety training record keeping by automation depth and governance control
The first decision point is whether the platform runs recurring compliance workflows from qualification logic or only stores completion data. Quentic, VelocityEHS, Intelex, and EHS Insight connect expiring requirements to renewal assignment behavior using governed qualification rules tied to employee training profiles.
The second decision point is how training matrix complexity will be handled in configuration and reporting. Tools like EcoOnline, KPA Flex, and Sphera can meet multi-site and competency requirements, but their reporting output depends on how training matrices and qualification fields are modeled for audits.
Start with renewal automation that is driven by expiration logic
If renewal work must be generated from qualification expiration status, evaluate Quentic and EHS Insight because both tie expirations to recurring assignment schedules. If renewal paths must follow role assignments while remaining auditable, compare VelocityEHS and Sphera for expiring requirement behavior linked to organizational context.
Match the qualification model to how employee training profiles are maintained
If the organization needs qualification rules that evaluate against employee profiles, Intelex supports configurable qualification requirement logic with approval action visibility in the audit log. If competency-based qualification tracking must follow roles and course completion timelines, EcoOnline ties roles to required courses and renewal reminders to tracked completion.
Plan for the configuration effort required for training matrix governance
If complex job-role matrices are expected, Quentic flags that competency model setup can take time when job-role complexity is high. If training catalog mappings and matrix logic are the main complexity driver, KPA Flex notes that deep setup of catalog mappings is required for accurate qualification tracking.
Verify audit traceability from completion events to evidence attachments
If auditors require evidence attachments aligned to completions, Quentic connects evidence packs to completions for traceable audit records. VelocityEHS also links audit history to completion events and evidence attachments, which reduces manual cross-referencing.
Test reporting complexity using training taxonomy assumptions
If custom audit reporting must stay simple, VelocityEHS warns that reports can become complex without a defined training taxonomy. If qualification field modeling affects retrieval, EHS Insight highlights that reporting flexibility depends on how qualification fields are modeled.
Include contractor onboarding requirements only if contractor-centric workflows exist
If contractor prequalification and ongoing compliance reviews are required, ISNetworld provides a contractor safety workflow that ties training documentation to vendor onboarding. If the scope is internal employee qualification tracking, systems like Alcumus and HSI focus on expiration monitoring tied to training records rather than contractor onboarding.
Who Safety Training Record Keeping Software fits best
Safety teams need automation that turns qualification expiration status into renewal assignments while preserving audit traceability for course completion records. EHS and compliance leaders also need governed controls so training record edits, approvals, and evidence attachments remain consistent across sites and job roles.
Contract networks need prequalification workflows that keep training records aligned to vendor onboarding and ongoing compliance reviews. Internal programs need recurring certification workflows that prevent expiration gaps without manual spreadsheet tracking.
EHS teams running regulated qualification renewals across multiple sites
EHS Insight supports expiration and refresher reminders tied to recurring certification workflows across sites, and EHS teams can retrieve course completion records through organized employee training history.
Compliance programs that must tie renewal behavior to role assignments for audits
VelocityEHS maps renewal paths to role-based training assignments and links audit history to completion events and evidence attachments for traceable audit outcomes.
Organizations modeling multi-job-role competency ladders and approval workflows
Intelex ties qualification and requirement logic to employee profiles and records training record edits and approval actions in an audit log that supports governed compliance workflows.
Safety teams managing recurring refresher schedules with employee evidence packs
Quentic focuses on qualification expiration monitoring that triggers renewal assignments and links evidence attachments to completions to reduce manual document chasing.
Contractor networks that manage onboarding-linked safety qualification and renewals
ISNetworld supports contractor safety prequalification workflows that connect training documentation to vendor onboarding and ongoing compliance reviews with expiring requirement tracking.
Common safety training record keeping mistakes during implementation
A frequent failure mode is building qualification rules without governance discipline, which makes recurring assignments unreliable during audits. Another failure mode is underestimating reporting and taxonomy complexity after training matrix logic is modeled.
Teams also misalign evidence capture to completion records, which forces manual evidence chasing. Some systems require careful configuration to map training matrices to roles, sites, or job functions, and skipping that work creates drift.
Modeling qualification rules without enough time for competency matrix setup
Quentic notes that competency model setup takes time for complex job-role matrices, and skipping it leads to renewal gaps. KPA Flex similarly flags that catalog mappings must be configured deeply to avoid qualification errors.
Leaving training taxonomy undefined, then expecting audit reports to stay simple
VelocityEHS warns that reporting can be complex without a defined training taxonomy. EHS Insight ties reporting flexibility to how qualification fields are modeled, so unclear field design reduces audit-ready retrieval.
Capturing evidence attachments without aligning them to completion events
Quentic connects evidence packs to completions so audit traceability stays intact. VelocityEHS also links audit history to completion events and evidence attachments, so ignoring that mapping increases manual cross-references.
Assuming training matrix drift will not happen across multiple sites and organizational units
Sphera requires complex configuration to align training matrices with sites and job families, and drift shows up in audit comparisons when alignment is incomplete. EcoOnline warns that matrix setup needs careful governance to avoid drift.
Using a contractor workflow tool when the program scope is internal-only training
ISNetworld is built around contractor safety prequalification and vendor onboarding compliance reviews, and it is less suited for lightweight internal training record keeping. Internal qualification tracking is handled more directly by tools like Alcumus and HSI through expiration tracking tied to training completion history and certificate evidence.
How We Selected and Ranked These Tools
We evaluated safety training record keeping software on qualification expiration monitoring behavior, recurring renewal assignment automation, and evidence attachment alignment to training completion records. Features accounted for 40% of the ranking because expiration-driven renewal workflows and audit trail visibility determine whether training records hold up in compliance reviews.
Ease and value each accounted for 30% because qualification rule setup and reporting complexity affect how reliably teams can keep training matrices current. Quentic separated itself by combining expiration-driven renewal assignment triggers with employee evidence packs that reduce manual document chasing and strengthen audit traceability for qualification and certification tracking.
Frequently Asked Questions About Safety Training Record Keeping Software
How do Quentic and Alcumus handle evidence attachments for audit review?
Which tools provide API access for syncing training data into HR or other systems?
How does expiration tracking trigger recurring renewal work in Quentic versus VelocityEHS?
What breaks if admin governance and audit logging are missing or incomplete?
How do EHS Insight and HSI support training history that reads like transcripts during audits?
Which platforms are built around structured qualification requirements rather than generic course tracking?
How do Sphera and Sphera-style approval workflows differ from tools centered on role-based renewal logic?
How do VelocityEHS and ISNetworld connect training records to broader operational or onboarding workflows?
Which tool is most suitable when renewals must stay visible in operational queues, not only in dashboards?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
Funding and competing interests
This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.
They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.
Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →
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