Commissioned Research
Top 10 Best Time Clocks Software of 2026

GITNUXSOFTWARE REVIEW

HR In Industry

Top 10 Best Time Clocks Software of 2026

Compare time clocks software options for workforce tracking, with tradeoffs and use cases for choosing the right fit for teams.

20 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy

Time clock software determines how punches move from device capture to an audit-ready time data model used for payroll, scheduling, and compliance. This comparison helps analysts and operations leaders weigh integration depth, configuration and RBAC, and automation choices between web clocks, kiosks, and automatic time tracking systems, including a fit for distributed hourly teams versus larger workforce management stacks.

OnTheClock is the best choice for mid-size teams that need managed exceptions and punch correction approval tightly tied to the time card, because its manager-led workflow keeps edits structured for payroll exports. UKG Workforce Management is the better fit for large organizations needing governed, audit-ready corrections across multiple locations.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

OnTheClock

Manager-led punch correction workflow ties exception handling directly to the time card before approval.

Best for: Fits when mid-size teams need managed exceptions, structured pay codes, and time card exports for payroll.

2

UKG Workforce Management

Editor pick

Punch correction workflow with controlled approvals and auditability tied to time records.

Best for: Fits when large organizations need governed clocking plus payroll-aligned approvals across multiple locations.

3

Buddy Punch

Editor pick

Approval-driven punch correction workflow that moves corrected time into submitted timesheets.

Best for: Fits when multi-site hourly teams need controlled clocking, correction workflows, and exportable time cards.

Comparison Table

1
OnTheClockBest overall
SMB
9.3/10
Overall
2
8.8/10
Overall
3
8.6/10
Overall
4
8.5/10
Overall
5
8.3/10
Overall
6
7.9/10
Overall
7
7.6/10
Overall
8
7.2/10
Overall
9
6.9/10
Overall
10
6.7/10
Overall
#1

OnTheClock

SMB

Cloud-based employee time clock with GPS, kiosk, and payroll integrations.

9.3/10
Overall
Features9.3/10
Ease of Use9.3/10
Value9.3/10
Standout feature

Manager-led punch correction workflow ties exception handling directly to the time card before approval.

OnTheClock issues mobile and kiosk-style clock punches, then produces time cards for review and export. The system includes scheduling and attendance controls, including grace windows and punch correction workflows, so managers can reconcile exceptions before approval.

Configuration supports pay code mapping and department-level reporting that flows into payroll exports. Admins can automate operational reporting through built-in integrations for payroll and common HR workflows.

Pros
  • +Time card review workflow supports punch correction and managerial approvals
  • +Pay code mapping keeps attendance categories aligned to payroll exports
  • +Department-level attendance reporting supports labor visibility without custom exports
  • +Scheduling and exception handling reduce manual rework on weekly timesheets
Cons
  • –Advanced policy setups can require careful configuration across locations
  • –Some payroll scenarios depend on export formatting rather than direct contractor accounting
Use scenarios
  • Field service managers

    Verify mobile clock-ins with location rules

    Better visibility into attendance location

  • Payroll administrators

    Export approved time cards to payroll

    Less manual hours transfer

Show 2 more scenarios
  • Service business owners

    Allocate punches to jobs or projects

    Job-level labor distribution clarity

    Time can be recorded against jobs or projects for operational reporting and labor distribution.

  • Multi-site operations teams

    Centralize attendance across multiple worksites

    Consistent oversight across locations

    Administrators manage schedules, punches, and attendance exceptions across locations from one system.

Best for: Fits when mid-size teams need managed exceptions, structured pay codes, and time card exports for payroll.

#2

UKG Workforce Management

enterprise

Workforce management software for scheduling, time tracking, attendance, forecasting, and labor compliance.

8.8/10
Overall
Features8.8/10
Ease of Use8.7/10
Value8.9/10
Standout feature

Punch correction workflow with controlled approvals and auditability tied to time records.

UKG Workforce Management fits enterprises managing many locations, roles, and work rules where time capture has to match payroll logic and approval workflows. Core capabilities include configurable attendance policies, punch corrections, and auditability for time card changes across departments. The integration surface is geared toward UKG-centered ecosystems and HR-adjacent systems where time and labor data must stay consistent. Governance is a theme, with administrative controls that reduce ad hoc overrides during periods of peak attendance complexity.

A practical tradeoff is implementation effort, because policy configuration, correction rules, and downstream processing need deliberate setup across the organization. The best usage situation is a payroll-linked deployment where time capture, approvals, and exports align to pay cycles and compliance expectations. Standalone small-team use still works, but the administrative overhead can outweigh the benefit.

Pros
  • +Strong attendance policy configuration for consistent labor accounting
  • +Governed punch correction workflow supports controlled time card changes
  • +Enterprise-oriented integrations that align time data to payroll processes
  • +Multi-site administration features support role and location complexity
Cons
  • –Setup and governance require significant internal ownership
  • –Interface complexity can slow adoption for supervisors and managers
Use scenarios
  • UKG-centric HR and payroll teams

    Time capture feeding payroll processing

    Fewer rework cycles for payroll

  • Multi-site operations managers

    Policy consistency across departments

    More consistent schedule adherence

Show 1 more scenario
  • Workforce governance leads

    Controlled handling of punch issues

    Audit-ready time adjustments

    Punch corrections move through approvals so changes are traceable and reviewable.

Best for: Fits when large organizations need governed clocking plus payroll-aligned approvals across multiple locations.

#3

Buddy Punch

SMB

Web-based time clock with PTO tracking, facial recognition, and payroll exports.

8.6/10
Overall
Features8.6/10
Ease of Use8.6/10
Value8.6/10
Standout feature

Approval-driven punch correction workflow that moves corrected time into submitted timesheets.

Buddy Punch is built around recurring shift work, with time clocks for on-site and mobile punch-in plus workflows that move punches into timesheets for approval. The system applies attendance rules such as clock rounding and grace windows to punches and generates audit-friendly history of corrections. Admin configuration also includes pay code and department mapping so payroll systems can receive categorized time instead of raw timestamps.

A common tradeoff is that deep payroll automation depends on the specific integration target, so teams that rely on complex HR payroll logic may still need review steps after time card submission. Buddy Punch fits when managers need fast punch capture across multiple sites and supervisors must approve corrected time without manual spreadsheet reconstruction.

Pros
  • +Works across web, mobile, and kiosk-style clocking for distributed locations
  • +Rounding and grace windows apply during capture to reduce later edits
  • +Punch corrections roll into approval workflows with clear tracking
  • +Pay code and department mapping supports payroll export formatting
Cons
  • –Payroll connector depth varies by target system and may require extra reconciliation
  • –Offline punch buffering is limited, which can disrupt remote clocking during outages
  • –Advanced attendance policies can require careful setup to match local rules
Use scenarios
  • Operations managers

    Approve corrected time across locations

    Fewer payroll disputes

  • Multi-site hourly employers

    Deploy clocks with consistent policies

    More consistent timekeeping

Show 1 more scenario
  • Payroll and HR admins

    Send categorized time to payroll

    Less manual categorization

    Time cards export with pay code and department mapping so payroll receives structured time data.

Best for: Fits when multi-site hourly teams need controlled clocking, correction workflows, and exportable time cards.

#4

Deputy

SMB

Employee scheduling, time clock, and task management platform.

8.5/10
Overall
Features8.5/10
Ease of Use8.5/10
Value8.5/10
Standout feature

Shift-aware correction and approval workflows that route clock exceptions into manager sign-off.

Deputy provides mobile clock-in, web-based time entry, and clocking experiences that include optional location prompts to reduce off-site buddy punching. It supports punch correction workflows and timesheet approval so managers review exceptions tied to scheduled shifts. The admin side includes role controls for access to timesheets, approvals, and configuration, which helps multi-location teams keep governance consistent.

Pros
  • +Timekeeping ties punch events to scheduled shifts for cleaner approvals
  • +Manager correction workflows reduce manual spreadsheet edits
  • +Role-based access supports separation between clocking and approvals
  • +Mobile clock-in supports distributed teams and shift coverage
Cons
  • –Clock accuracy depends heavily on correct shift assignment
  • –Some advanced labor policy needs extra configuration effort
  • –On-site kiosk deployments require careful device management
Use scenarios
  • Multi-location retail managers

    Review clock corrections by shift

    Fewer payroll surprises

  • Workforce planners

    Reduce attendance gaps across stores

    More complete attendance data

Show 1 more scenario
  • HR and payroll operations

    Standardize governance for approvals

    Consistent compliance workflow

    Role controls restrict who can view, correct, and approve time entries across locations.

Best for: Fits when teams want punch capture plus shift-aware approvals with clear manager review.

#5

Homebase

SMB

Free time clock, scheduling, and hiring tools for local small businesses.

8.3/10
Overall
Features8.3/10
Ease of Use8.3/10
Value8.3/10
Standout feature

Timesheet approval tied to shifts, with punch correction support for exception handling.

Homebase handles common attendance operations like mobile clock-in, shift-based time tracking, and timesheet approval workflows that managers can process during or after scheduled shifts. It supports punch correction for the post-event fixes teams need when employees forget to clock in or clock out. Time card output is designed for export-based payroll handoff, which reduces work for HR when payroll processing is already standardized.

Pros
  • +Mobile clock-in reduces missed punches on the floor
  • +Shift-based timesheet approval supports manager review workflows
  • +Kiosk-style check-in supports shared device workflows
  • +Export-oriented payroll handoff fits many existing payroll processes
Cons
  • –API and automation depth for custom labor policies is limited
  • –Advanced governance controls for large multi-department orgs can require extra process
Use scenarios
  • Store managers

    Review time cards per shift

    Faster approvals

  • Operations teams

    Support clock-in across multiple locations

    Lower missed time

Show 2 more scenarios
  • HR and payroll coordinators

    Export timesheets for payroll

    Cleaner payroll inputs

    HR prepares time card exports aligned to pay codes used in payroll handoff workflows.

  • Small labor teams

    Handle exceptions without custom automation

    Less admin overhead

    The workflow covers common corrections and approvals without building custom policy engines.

Best for: Fits when retail or hospitality teams need shift-based approvals and clocking across locations.

#6

Timesheets.com

SMB

Online time clock and timesheet software for hourly and salaried employees.

7.9/10
Overall
Features7.9/10
Ease of Use7.9/10
Value7.9/10
Standout feature

Configurable approval routing tied to timesheet submission status, with manager review steps before export.

Timesheets.com records employee time from web and clock-in interfaces and supports timesheet approval workflows for managers. The product focuses on time capture plus reporting and export for payroll handoff, with configuration for pay coding and approval steps.

Pros
  • +Approval workflow routes submitted timesheets to managers
  • +Admin screens support user access and activity review
  • +Time capture supports multiple clock-in entry points
  • +Export options support payroll handoff from time cards
Cons
  • –Complex pay code and workflow setups take careful administration
  • –Reporting depth depends on configured approval and coding rules
Use scenarios
  • Compliance operations leads

    Review corrected entries before sign-off

    Clear record of approvals

  • Staffing agency coordinators

    Route shift timecards through reviews

    Repeatable timecard approvals

Show 2 more scenarios
  • Small business payroll teams

    Export manager-approved employee hours

    Fewer unresolved submissions

    Teams apply configured time policies, obtain manager approval, and export finalized records for payroll.

  • Law firm billing teams

    Bill client matters from tracked time

    Matter-linked billing records

    Time and disbursements are recorded against matters, then reviewed for ledger, work-in-progress, and invoices.

Best for: Fits when mid-size teams need configurable approvals and time card exports without building custom integrations.

#7

TimeStation

SMB

Barcode and QR-based employee time clock for hourly workforce tracking.

7.6/10
Overall
Features7.6/10
Ease of Use7.6/10
Value7.6/10
Standout feature

Role-based time card approval tied to configured attendance rules, keeping corrected punches auditable through the same review flow.

TimeStation targets teams that need structured time capture plus administrative review for payroll workflows. It supports employee clocking workflows with shift and pay logic, then drives time card approvals through configured organizational roles.

Pros
  • +Approval workflow supports controlled time card review by role
  • +Attendance rule configuration helps keep punches consistent across shifts
  • +Exports are structured for payroll teams that rely on file-based processing
  • +Administration settings centralize access control for organizations
Cons
  • –Reporting depth can lag tools that specialize in labor analytics
  • –Punch correction workflows require clear internal governance to avoid rework
  • –Some integrations rely more on exports than direct HR system sync
  • –Large multi-location setups take more configuration than simpler clocks
Use scenarios
  • Payroll administrators and HR ops

    Approve time cards by approval roles

    Faster payroll-ready approvals

  • Operations managers for shift teams

    Capture attendance with shift pay logic

    More consistent time records

Show 2 more scenarios
  • Workforce scheduling coordinators

    Align schedules with clocking and audits

    Improved audit trail integrity

    Scheduling and approval logic ties attendance to audit-friendly records instead of standalone punches.

  • Finance teams running payroll integrations

    Export standardized time for systems

    Lower integration rework

    Exports produce consistent time data for downstream payroll workflows and reporting pipelines.

Best for: Fits when mid-size teams need approval-driven time capture and predictable payroll exports with admin controls.

#8

Jibble

SMB

Free time clock and attendance tracker with mobile, kiosk, and web punch options.

7.2/10
Overall
Features7.2/10
Ease of Use7.1/10
Value7.3/10
Standout feature

API and webhook surface for syncing punches and timesheets to downstream systems.

Jibble focuses on time tracking with strong clocking workflows and admin controls rather than only attendance views. The product supports web and mobile time clocks, automatic timesheet generation, and exports for payroll processes.

Pros
  • +Mobile and web clocking cover field teams and office shifts
  • +Audit trails record time edits and approval-related actions
  • +API and webhooks support punch and timesheet automation
  • +Configurable clock and timesheet rules reduce manual correction work
Cons
  • –Advanced payroll integrations may require custom mapping work
  • –Geofencing and kiosk-style policies need careful rollout planning
Use scenarios
  • Retail operations teams

    Run QR kiosk clock-in on shared devices

    Practical shared-device clocking

  • Project-based service teams

    Record time against clients or jobs

    Project reporting clarity

Show 2 more scenarios
  • Field workforce supervisors

    Clock in and out with location context

    Traceable mobile attendance

    Employees use mobile devices for time capture while GPS or location rules add context to attendance events.

  • Shift-based frontline managers

    Standardize clocking with rules

    Fewer disputes over punches

    Teams apply clock-in rules, rounding, grace windows, and edit permissions to reduce disputed punches.

Best for: Fits when teams need time-clock workflows plus admin control and automation through API and exports.

#9

ClickTime

SMB

Employee time and expense tracking with approvals and capacity planning.

6.9/10
Overall
Features6.9/10
Ease of Use6.9/10
Value6.9/10
Standout feature

Time corrections support structured review and submission flows that keep audit trails attached to each changed punch.

ClickTime targets organizations that need shift-based time tracking with rules for attendance, corrections, and payroll-ready exports. The system supports web and kiosk-style clocking, mobile clock-in, and role-based workflows for submitting and processing time changes.

Pros
  • +Mobile clock-in and device-friendly clock screens for distributed teams
  • +Admin configurable punch policies for tolerance and correction workflows
  • +Time card export designed for payroll processing handoff
  • +Role-based processing for time edits and approvals
Cons
  • –Geofencing and biometric-style hardware workflows require extra planning
  • –Advanced attendance policies can create change-management overhead
Use scenarios
  • Payroll and operations teams

    Collect standardized time for recurring payroll

    More consistent payroll data

  • Professional services delivery teams

    Track billable and non-billable effort by project

    Clearer billable effort visibility

Show 2 more scenarios
  • Finance and compliance admins

    Review retroactive changes with audit history

    Clear change accountability

    Administrators check retroactive edits, exceptions, and reclassifications through traceable approval and change histories.

  • Project managers and teams

    Route project time entries for sign-off

    Approved project time records

    Project time entries go through repeatable manager review and sign-off workflows for consistent coding.

Best for: Fits when multi-location teams need consistent clocking and time-edit workflows without custom development.

#10

TimeCamp

SMB

Automatic time tracking with attendance and billable hours reporting.

6.7/10
Overall
Features6.7/10
Ease of Use6.7/10
Value6.7/10
Standout feature

Attendance and timesheet exports support mapping time data to payroll fields without manual re-keying.

TimeCamp combines time tracking and time clocks workflows with configurable rules for rounding, approvals, and payroll handoff. It supports multiple clock-in paths, including web and mobile attendance, with punch editing and export oriented toward payroll processing.

Pros
  • +Configurable punch rules and approvals that align with payroll review workflows
  • +Mobile and web clock-in options reduce dependency on fixed kiosks
  • +API and export support attendance and timesheet data movement
  • +Role-based access controls support separation between employees and approvers
Cons
  • –Clock rule changes can require careful admin governance to avoid disputes
  • –Attendance workflows tied to pay code mapping add setup time for new sites
  • –Deeper integrations can depend on third-party payroll connectors
  • –Complex multi-department setups can require more configuration than simpler rivals
Use scenarios
  • Distributed teams and field staff

    Combine desktop tracking with mobile time entry

    Project records across locations

  • Service teams and project managers

    Record billable time against client tasks

    Billing-ready project totals

Show 2 more scenarios
  • Project coordination teams

    Plan work blocks alongside tracked effort

    Planned and actual effort view

    Teams schedule work blocks and compare planned calendar activity to recorded effort in project tracking.

  • Project accounting teams

    Organize time by project task phase

    Traceable time by work structure

    Work logs are assigned to tasks or project stages so project reviews and accounting handoffs stay traceable.

Best for: Fits when multi-site teams need configurable clock rules, approval steps, and payroll-ready export with integration support.

Conclusion

After evaluating 10 time clocks software, OnTheClock 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.

Our Top Pick
OnTheClock

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Time Clocks Software

How do OnTheClock, Deputy, and TimeStation handle punch corrections and approval workflows?
OnTheClock routes grace-window and exception punches into a manager-led correction workflow tied directly to the time card before approval. Deputy links correction events to shift context so exceptions are routed to manager sign-off with the shift as the reference. TimeStation ties role-based time card approval to configured attendance rules so corrected punches stay auditable through the same review flow.
Which tool is strongest for multi-site teams that need controlled clocking across kiosk and mobile modes?
ClickTime fits multi-location teams that need consistent shift-based clocking with web, kiosk, and mobile clock-in options plus role-based submission flows. Buddy Punch fits multi-site hourly teams that want controlled clocking with kiosk-style and phone clock-in plus punch correction and export-ready time card data. Homebase fits retail and hospitality teams that need clock-in with shift workflows and manager review across locations.
What breaks if labor rules rely on rounding and grace windows but the workflow does not support punch correction?
If rounding and grace windows apply without punch correction, UKG and OnTheClock both reduce reconciliation options because attendance edits still must feed approved payroll-ready records. Buddy Punch and Deputy avoid this failure mode by routing corrections into submitted timesheets with manager approval tied to the corrected record.
How do Jibble, TimeCamp, and Homebase support integrations for syncing time data into HR and payroll systems?
Jibble provides an API and webhook surface for syncing punches and timesheets to downstream HR, scheduling, or payroll tools. TimeCamp adds API and automation options that move attendance events into existing systems for payroll handoff. Homebase integrates mainly through schedule and payroll-adjacent workflows, using export-oriented handoff rather than a deep custom API surface in the core workflow.
How does UKG keep audit trails for attendance changes and approvals across role changes?
UKG stores attendance changes and approval activity in an admin layer that ties actions to user permissions with audit logging inside the same suite. TimeStation provides audit-friendly attendance management by connecting corrected punches to role-based approval, but UKG’s governance is built around permission-scoped attendance operations tied to HR and payroll processes.
When an organization needs single sign-on and access control, which products align most closely with RBAC and admin governance?
UKG includes role-based access in its admin layer and logs attendance edits and approval activity under user permissions. Jibble focuses on user permissions and audit trails for time changes, which aligns with RBAC-style governance for time edits and approvals. ClickTime offers role-based workflows for submitting and processing time changes, which supports admin control during correction review.
How should data migration be handled when switching from CSV-based exports to workflow-based timesheets in these tools?
Timesheets.com can reduce migration friction by capturing time through configured pay coding and routing it through approval and export steps, which matches CSV-driven payroll handoff patterns. TimeStation emphasizes export readiness with consistent time records, which helps when payroll pulls predictable time data after approvals. For tool switches with historical punch data, ClickTime and Buddy Punch both support export-ready time card models that can be mapped to payroll fields, but the migration still needs a schema alignment for pay code and department mapping.
Which tool provides the most direct mapping from attendance data to payroll fields without manual re-keying?
TimeCamp supports attendance and timesheet exports that map time data to payroll fields without manual re-keying. OnTheClock supports pay code mapping and produces time cards for export after manager reconciliation of exceptions. ClickTime and Buddy Punch both flow exported time card data into payroll systems, but TimeCamp’s mapping emphasis is specifically designed to reduce field translation steps.
What tradeoff appears when an organization needs custom policy logic beyond rounding, grace windows, and correction routing?
Tools with built-in policy configuration can still hit a ceiling if the required logic needs custom event handling beyond configured tolerance windows and correction rules. Jibble offers API and webhooks for extensibility when the built-in rules do not cover the data transformation needed for downstream HR workflows. TimeCamp supports automation and API options, while UKG and TimeStation rely more heavily on configured rules and role-based approval models within their existing workflow structure.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Time Clocks Software

We separate time clocks software by how settings handle exceptions during the day, how the system treats auditability, and how far its automation and integrations actually reduce manual rework. If you care about fewer disputes later, prioritize criteria like exception handling rules and audit trail coverage when you compare tools.

Exception handling rules for punches

Why it matters

Exception handling rules for punches decide what happens when an employee forgets a clock-in/out or a correction is needed. Clear behavior reduces disputes because the system applies one consistent workflow rather than leaving edge cases to staff memory.

How to check

Ask for a demo scenario: a missing punch and a late correction the same day. Then confirm where the user lands (original punch view, correction reason, and how the final stored time is determined).

Audit trail and change history depth

Why it matters

Audit trail and change history depth matters because time changes often become HR or payroll questions later. The better the audit trail, the easier it is to explain who changed what and when without digging through emails.

How to check

On a demo, request the record view for an employee and show the full timeline of punches and any edits. Also ask whether the audit includes actor identity, timestamp, and reason fields for each change.

Automation and data handoff via API

Why it matters

Automation and data handoff via API affects how quickly other systems reflect time data. When the integration surface is documented and repeatable, admins spend less effort remapping files or manually reconciling discrepancies.

How to check

Ask what objects the API can read/write (for example, employees, departments, and time events) and whether it supports both scheduled and event-driven sync. Then test a small handoff using their sample payload or sandbox workflow.

Provisioning workflow for employees

Why it matters

Provisioning workflow for employees determines whether clock access and identity are correct from day one. Strong provisioning reduces mispunch risk and keeps staffing changes from creating operational gaps.

How to check

Ask how you add, deactivate, and reassign employees, and what happens to existing time records. Request a live example: deactivate one employee and verify clock access and audit behavior.

Device and sign-in behavior

Why it matters

Device and sign-in behavior impacts reliability at the moment of entry. If the sign-in flow is fragile, you’ll see gaps that trigger downstream exception work.

How to check

Confirm which sign-in methods the system supports in real use (employee account login, facility terminals, or self-service). Then test a scenario where a user attempts to clock from a nonstandard device and observe what the system records and how it flags issues.

Red flags

  • Corrections happen, but the system lacks a clear history of who changed times and why.
  • Demo scenarios for missing punches end in ambiguous outcomes or manual spreadsheets.
  • Integrations rely on undocumented handoffs that require reconciliation work by admins.

Fit by situation

  • If your managers frequently adjust punches after the shift ends, prioritize exception handling rules for punches.
  • If audits and disputes are common in your organization, prioritize audit trail and change history depth.
  • If you need time data to flow quickly into other systems with less manual reconciliation, prioritize automation and data handoff via API.
Commissioned Research

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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