GITNUXSOFTWARE ADVICE
HR & LeadershipTop 10 Best Staff Calendar Software of 2026
Compare staff calendar software options for scheduling and coverage, with notes on fit for different teams and workflows.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
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Float is the best overall pick for shift-scheduling teams that want shared, calendar-first planning because availability windows and time-off requests flow into rostering so there are fewer off-calendar exceptions, while 7shifts is a stronger fit for restaurants that rely on integrated shift swap approvals to keep changes from stalling.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Float
Availability windows and time-off requests integrate directly into the rostering workflow for fewer off-calendar exceptions.
Best for: Fits when shift scheduling teams want a calendar-first workflow with shared visibility and calendar sync.
7shifts
Editor pickShift swap approvals are integrated into the schedule flow, so changes update the roster without separate coordination.
Best for: Fits when mid-size operators need fast roster changes, swap workflows, and external calendar sharing.
Resource Guru
Editor pickResource-based booking rules that map staff capacity directly to availability shown on the calendar.
Best for: Fits when mid-size teams need staff availability visibility and appointment scheduling with calendar sync.
Comparison Table
Float
SMBResource scheduling software for planning staff capacity and project assignments.
Availability windows and time-off requests integrate directly into the rostering workflow for fewer off-calendar exceptions.
Float fits managers who plan across multiple groups and locations and need a calendar-first workflow instead of a spreadsheet workflow. Drag-and-drop rostering lets schedulers move shifts and correct coverage quickly while keeping staff assignments visible in a shared view. Availability windows and time-off request workflows route requests into the scheduling process without forcing schedulers to reconcile emails.
A tradeoff appears when teams expect workforce management integration or deep labor compliance guardrails inside the scheduling UI, because Float focuses on scheduling workflow and calendar coordination rather than heavy compliance automation. Float works well for retail, hospitality, and distributed ops teams that rely on shift swaps and schedule publication so staff can act on changes with minimal clarification.
- +Drag-and-drop rostering with clear shift ownership per staff member
- +Time-off request workflow routes exceptions into the schedule process
- +Recurring shifts and rotation patterns reduce repeated manual scheduling
- +iCalendar export and CalDAV sync keep staff calendars updated
- –Limited built-in governance controls for complex multi-tenant orgs
- –Workforce management integration depth is thinner than specialized WFM suites
- –Automation rules require careful setup to avoid unexpected shift changes
- –Room booking and equipment scheduling are not primary scheduling objects
Retail store managers
Weekly shift planning with exceptions
Fewer missed approvals and reschedules
Hospitality ops coordinators
Multi-team coverage across locations
More consistent coverage
Show 1 more scenario
Small HR teams
Standardized scheduling communication
Lower coordination overhead
HR teams distribute a published calendar via iCalendar export and CalDAV sync to reduce manual message churn.
Best for: Fits when shift scheduling teams want a calendar-first workflow with shared visibility and calendar sync.
7shifts
vertical specialistRestaurant team scheduling, tip management, and payroll integration.
Shift swap approvals are integrated into the schedule flow, so changes update the roster without separate coordination.
7shifts is a staff calendar tool built around shift scheduling and roster management for hourly teams. It supports drag-and-drop scheduling, shift swap workflows, and schedule publishing with staff notifications.
Team administration centers on location-aware assignments, role-based access, and calendar views for operational oversight. For integrations, it offers iCalendar export and calendar sync options to keep external calendars aligned.
- +Drag-and-drop rostering speeds schedule edits for managers
- +Built-in shift swap workflow reduces back-and-forth changes
- +Location-scoped scheduling supports multi-location workforce planning
- +iCalendar export and sync options help keep external calendars current
- –Automation and API depth is limited versus enterprise workforce management stacks
- –Governance controls require careful role planning across locations
Hourly restaurant staff and managers
Mobile notifications for schedule changes
Quicker responses to updates
Operations teams managing absences
Assign replacements before publishing
Structured coverage gap handling
Show 2 more scenarios
Restaurant labor and scheduling managers
Compare schedules to labor variance
Better staffing performance visibility
Managers review time activity against rosters to follow up on labor variance and schedule adherence.
Front-of-house scheduling teams
Use availability and time-off inputs
Fewer scheduling conflicts
Teams collect availability and time-off requests, then use them to adjust shifts during absences.
Best for: Fits when mid-size operators need fast roster changes, swap workflows, and external calendar sharing.
Resource Guru
SMBResource and staff scheduling tool with clash detection and availability tracking.
Resource-based booking rules that map staff capacity directly to availability shown on the calendar.
Resource Guru’s core flow combines resource calendars and booking rules so a scheduler sees real availability for each staff member. The system supports drag-and-drop rescheduling, shift-like recurring events via repeating schedules, and calendar overlays for multi-resource planning. iCalendar export and CalDAV sync help keep external calendars aligned when staff maintain their own schedule tools.
A key tradeoff is that advanced workforce management needs can feel limited compared with specialized shift-automation systems that model coverage gaps and complex labor constraints. Resource Guru fits best for teams that need consistent scheduling hygiene across shared calendars and want fewer manual updates when staff availability changes.
- +Shared resource calendars show real-time availability across staff
- +iCalendar export and CalDAV sync reduce manual calendar updates
- +Recurring scheduling and drag-and-drop changes speed rescheduling
- +Resource-level controls limit who can book and view
- –Complex coverage gap logic and labor rule engines are not its focus
- –On-call style rotation workflows require manual setup and governance discipline
HR scheduling coordinators
Publish staff availability windows
Fewer double-bookings and rework
Operations schedulers
Reschedule recurring appointments quickly
Faster schedule updates
Show 2 more scenarios
IT administrators
Sync schedules with external calendars
Reduced calendar drift
Teams use CalDAV sync and iCalendar export to propagate changes outside Resource Guru.
Team leads
Delegate booking visibility per staff
Tighter scheduling governance
Leads control resource visibility so only designated users can book specific resources.
Best for: Fits when mid-size teams need staff availability visibility and appointment scheduling with calendar sync.
Findmyshift
SMBBrowser-based shift scheduling tool with time tracking and reporting.
Shift swap flow connects coverage changes to notifications without rebuilding the schedule.
Findmyshift centers on shift creation, roster editing, and schedule publication with a shared view for staff and managers. Drag and drop scheduling supports quick adjustments, while availability windows and time off requests feed into planning decisions. Calendar export and synchronization options help keep external calendars aligned with published shifts, which reduces double entry.
- +Drag and drop rostering speeds schedule edits
- +Availability and time off inputs support cleaner planning
- +Shift swapping workflow reduces manual coverage chasing
- +Calendar sync options reduce roster duplication
- –Advanced permission boundaries are limited for complex orgs
- –Automation controls are thinner than workflow-first rivals
- –Coverage gap detection needs more manager intervention
- –Multi-location coordination can require extra scheduling discipline
Frontline managers
Weekly staffing for changing availability
Fewer unfilled shifts
Multi-location supervisors
Coordinated rosters across sites
Lower calendar mismatch
Show 1 more scenario
HR scheduling administrators
Standardized time off request flow
More consistent coverage planning
Time off requests and availability windows inform staffing decisions before schedule publication.
Best for: Fits when teams need quick roster edits, staff visibility, and shift swaps with calendar sharing.
Homebase
SMBEmployee scheduling, time tracking, and HR tools for local businesses.
Built-in time tracking alignment to the published roster helps managers verify scheduled versus worked hours without exporting data.
Homebase publishes staff rosters and supports shift scheduling workflows with a shared calendar view for teams. The system manages shift assignments, time-off requests, and schedule updates, then pushes schedule visibility to staff in a consistent roster format.
- +Roster planning and schedule updates stay on one shared calendar view
- +Time-off request workflow reduces manual back-and-forth for managers
- +Time tracking ties worked hours to the scheduled roster
- +Calendar feeds support staff viewing rosters in external calendar apps
- –Multi-location scheduling requires careful role and permissions setup
- –Coverage gap detection is limited compared with dedicated workforce planning tools
Retail and hospitality managers
Create repeating rosters from templates
Less manual roster work
Operations managers
Publish open shifts for call-outs
Faster coverage coordination
Show 2 more scenarios
Deskless and field hourly teams
Send roster notifications for daily work
Quicker schedule communication
Teams use schedule notifications and shift updates to coordinate coverage and handoffs for daily tasks.
Small business hiring managers
Assign onboarding checklists for new hires
Centralized preboarding workflow
Managers configure role-scoped onboarding tasks so new hires complete documents through an employee portal.
Best for: Fits when mid-market managers need day-to-day shift scheduling with time-off requests and external calendar visibility.
Deputy
SMBWorkforce management platform combining staff scheduling, time tracking, and task management.
Shift approval and change governance built into the scheduling workflow, with role-based visibility for who can edit and who can view.
Deputy coordinates staff scheduling with workflow steps around time-off, shift changes, and schedule publishing so managers can control what staff see. It supports shared team calendar views, drag-and-drop rostering, and availability inputs so scheduling changes can be handled inside one roster workspace.
- +Drag-and-drop rostering with fast shift edits across teams
- +Time-off request workflow with clear manager approval steps
- +API and integrations support automated schedule and workforce data flows
- +Role-based permissions support split duties for schedulers and managers
- –Complex rule sets can require careful governance to avoid scheduling drift
- –Multi-site setup is manageable but creates more admin overhead
- –Calendar views can become dense when multiple roles and locations overlap
- –Advanced automation may require integration work for edge cases
Security and public-sector schedulers
Rostering staff to recurring posts
Auditable roster updates
Onsite and mobile site managers
Capture shift notes for handover
Better continuity between shifts
Show 2 more scenarios
Payroll teams and supervisors
Approve shift-linked time entries
More controlled payroll-ready hours
Supervisors review, correct, and approve time entries tied to shifts before submitting payroll totals.
Operations supervisors
Generate recurring rosters from templates
Faster roster preparation
Managers build repeatable schedules for shifts, posts, teams, or locations using scheduling templates.
Best for: Fits when multi-location scheduling needs controlled shift workflows and integration-friendly automation.
Bizimply
vertical specialistWorkforce scheduling and time tracking for retail and hospitality chains.
Role-scoped scheduling views combine employee visibility controls with swap-enabled roster edits.
Bizimply targets staff calendar and roster management with shared team views, shift publication, and role-scoped access for scheduling teams. It supports common workforce workflows such as time-off requests and shift swaps tied to availability rules.
- +Shared calendar views that make roster changes visible to whole teams
- +Shift swap workflow supports swap requests instead of manual coordination
- +Drag-based rostering reduces the number of scheduling clicks
- +Role-based visibility supports separate scheduler and employee views
- –Coverage gap detection is limited compared with heavier workforce management suites
- –Calendar export and sync require careful timezone setup for multi-location teams
- –Automation coverage for reminders and schedule adherence depends on configuration
- –API and integration features are not as extensive as enterprise scheduling vendors
Workforce planners
Apply eligibility and coverage rules
Fewer coverage gaps
Multi-site hospitality operators
Coordinate staffing patterns across locations
More consistent staffing across sites
Show 2 more scenarios
Site managers handling swaps
Review swap and call-out requests
Controlled last-minute changes
Employees submit swap or coverage requests while managers review changes before they affect published rosters.
Payroll and HR teams
Prepare payroll-ready roster handoffs
Less re-entry between teams
Managers export roster and timesheet information to support payroll and operational reporting workflows.
Best for: Fits when mid-size teams need roster management with calendar clarity and controlled role visibility.
Connecteam
SMBEmployee management app with shift scheduling, time tracking, and task tools.
Shift swap requests and approvals stay inside the same employee-facing workflow, so swaps update visibility without separate coordination steps.
Connecteam pairs staff communication with scheduling workflows, which makes it easier to connect rosters to day-to-day updates. Core scheduling features include shift planning, drag-and-drop changes, shift swap workflows, and time-off request handling for workforce coverage.
- +Unified chat and schedule updates reduce missed shift changes
- +Drag-and-drop rostering supports quick day-to-day adjustments
- +Shift swap workflow tracks requests without separate tooling
- +iCalendar export helps publish schedules to external calendars
- –Advanced coverage analytics like gap detection are limited compared to scheduling-first tools
- –Room booking and multi-location resource scheduling need extra process
- –External calendar syncing options require admin configuration discipline
- –Complex on-call rotation rules are not as granular as specialized systems
Hourly staffing managers
Manage swaps and absence coverage
Less reliance on phone calls
Manufacturing workforce managers
Schedule deskless workers with updates
Connected communication during shifts
Show 2 more scenarios
Payroll and workforce administrators
Review attendance before exporting records
Prepared approved records
Managers review attendance and approved time records before sending workforce data into other administrative processes.
Field operations supervisors
Run mobile checklists tied to work
Captured work completion evidence
Field workers complete assigned checklists offline and attach photos or notes as completion evidence.
Best for: Fits when mid-size teams need a shared roster plus staff messaging tied to shift changes.
Schedulefly
vertical specialistSimple staff scheduling and communication tool for restaurants.
Schedule publication and staff notification workflow ties roster changes to outbound schedule notices for hourly staff.
Schedulefly centers staff scheduling around publication and communication workflows for hourly teams, not only a calendar view. The software provides drag-and-drop roster planning, shift swap and open-shift style mechanisms, and schedule notices sent to staff.
- +Drag-and-drop roster planning speeds up shift edits
- +Schedule publication workflow supports communication with staff
- +Recurring templates cut setup time for repeating staffing
- +iCalendar export helps staff view rosters in external calendars
- –Coverage gap detection is not a first-class workflow tool compared with peers
- –Leave and time-off workflows need careful setup to match labor rules
- –Advanced workforce analytics and compliance reporting are limited
- –Multi-site administration controls require extra process for consistent configuration
Hotel operations managers
Assign staff across hotel departments
More organized coverage planning
Managers coordinating hourly availability
Collect availability and time-off requests
Less back-and-forth
Show 2 more scenarios
Restaurant scheduling coordinators
Build recurring weekly rosters
Faster roster creation
Managers use reusable templates and recurring shift patterns to create weekly schedules faster.
Multi-location restaurant operators
Standardize templates across sites
More consistent processes
Operators apply common templates, roles, and availability practices across multiple locations to keep scheduling aligned.
Best for: Fits when managers need schedule publication and staff notifications alongside drag-and-drop rostering for hourly teams.
Agendrix
SMBEmployee scheduling and time tracking software for shift-based teams.
Permission-scoped roster publishing ties shift edits and visibility rules to calendar views.
Agendrix schedules staff into shared calendars with permissions-driven roster publishing and calendar views for managers and teams. Core capabilities include shift assignment workflows, swap and coverage handling via in-calendar actions, and time-off request flows that route through approvals.
- +Roster workflows fit shared calendar and shift-change operations
- +Calendar interoperability supports iCalendar-style distribution of schedule data
- +Permission-driven visibility limits who can view or act on assignments
- +Time-off requests route into a structured approval workflow
- –Automation depth for labor-rule guardrails is less extensive than some rivals
- –Multi-location setup requires careful configuration of calendars and permissions
Shift workers and their managers
Let staff view published schedules
Less scheduling back-and-forth
Staffing coordinators and managers
Collect availability and time-off requests
Fewer adjustments for unavailability
Show 2 more scenarios
Operations managers
Create repeating rotation rosters
More consistent rosters
Managers build recurring schedules for rotations and regular shift patterns to avoid rebuilding schedules from scratch.
Retail managers across locations
Assign retail shifts by site
Clearer location-based coverage
Retail teams assign shifts per site while using availability and coverage needs for each location.
Best for: Fits when mid-size teams need permissioned roster publishing with calendar-based shift changes.
Conclusion
After evaluating 10 staff calendar software, Float 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 Staff Calendar Software
Staff calendar software centralizes shift scheduling and shared calendar visibility for hourly teams, with workflows for shift edits, time-off requests, and staff notifications. This guide covers Resource Guru, Float, Findmyshift, Deputy, Homebase, 7shifts, Schedulefly, Connecteam, Agendrix, and Bizimply based on how each tool handles calendar-first rostering and day-to-day roster changes.
The lineup includes tools that prioritize resource-based booking rules like Resource Guru and tools that route availability and time-off into the rostering flow like Float. The coverage also includes Deputy for shift approval governance and Schedulefly for schedule publication and outbound staff notifications.
Staff Calendar Software for roster management, shift swaps, and published schedule workflows
Staff calendar software manages a shared team calendar for shift scheduling, including drag-and-drop rostering, shift ownership, and workflows for shift swap requests and approvals. Many systems also coordinate time-off request workflows so exceptions enter the schedule process instead of living off-calendar.
Resource Guru differentiates with resource-based booking rules that map staff capacity directly to what appears on the calendar, while Float emphasizes availability windows and time-off requests integrated into the rostering workflow for fewer off-calendar exceptions. The practical difference across tools is how much governance each scheduler supports during approvals and how tightly calendar edits trigger notifications and downstream updates.
Scheduling mechanics that determine coverage, approvals, and calendar sync outcomes
Staff calendar software succeeds or fails based on how shifts flow from edits to visibility across staff calendars, especially when coverage gaps, time-off requests, and shift swaps change the plan.
The feature set below focuses on those mechanics because they decide whether managers spend time coordinating off-calendar changes or using built-in workflows that update the shared roster immediately.
Calendar-first rostering that stays consistent after drag-and-drop edits
Float and Findmyshift keep shift ownership readable while drag-and-drop rostering updates the shared calendar without requiring separate coordination steps.
Approval and governance inside the scheduling workflow
Deputy and Agendrix route shift edits through permissioned or approval-centric publishing so managers control who can change which roster items.
Integrated shift swap workflows that trigger notifications and visibility updates
7shifts and Connecteam integrate shift swap approvals into the schedule flow so swaps update roster visibility without managers manually re-coordinating changes.
Availability and time-off that feeds into the roster instead of living off-calendar
Float and Homebase integrate availability windows and time-off request workflows into the roster process so exceptions do not remain in separate calendars.
Resource-based capacity mapping that drives booking outcomes on the shared calendar
Resource Guru maps staff capacity to what appears on the calendar using resource-based booking rules, which is the clearest fit for appointment-driven staffing.
Schedule publication and outbound staff communication tied to roster changes
Schedulefly pairs schedule publication with a staff notification workflow so staff get outbound notices when roster changes are published.
Pick the scheduling engine that matches the team’s workflow and governance model
Selection should start with how shift changes should propagate through the roster. Some systems optimize for calendar-first edits with minimal friction. Other systems add governance steps that reduce scheduling drift but add administrative structure.
The second decision is whether staffing is primarily appointment-driven or shift-driven. Resource Guru is the clearest resource-based path. Float and Deputy are strongest when availability, time-off, and approvals must stay inside the rostering workflow.
Choose the roster change propagation model
If roster changes should publish into a staff notification workflow, select Schedulefly so schedule publication triggers outbound staff notices. If roster edits should update instantly as part of shift ownership and swap visibility, select Float or Findmyshift for calendar-first shift editing.
Match the governance level to editing risk and role boundaries
If shift approvals and change visibility must be enforced during editing, select Deputy for role-based visibility with shift approval governance. If roster publishing must follow permission-scoped publishing tied to calendar views, select Agendrix for permissioned roster publishing tied to views.
Select the coverage mechanism the team will actually use
If capacity and appointment availability should map directly to what staff capacity allows on the calendar, select Resource Guru for resource-based booking rules tied to availability shown on the calendar. If the plan is shift swapping and exception routing rather than complex labor-rule coverage logic, select 7shifts or Connecteam for swap workflows that keep changes inside the employee-facing process.
Fit time-off and availability inputs into the same workflow as scheduling
If time-off requests should route exceptions into the schedule process so managers avoid off-calendar discrepancies, select Float for time-off request workflow routing into rostering. If day-to-day managers need roster planning paired with schedule versus worked hours alignment, select Homebase for roster-to-time tracking alignment.
Plan for multi-location complexity before committing
If multi-location scheduling must be controlled through structured admin and permissions, select Deputy because multi-site setup is manageable but adds admin overhead. If multi-location setups require extra timezone and permissions discipline, select Bizimply or Resource Guru only when timezone setup and governance processes are already part of operations.
Who Staff Calendar Software fits best based on scheduling workflow needs
Staff calendar software fits teams that run the same weekly or rotating roster process and need shared visibility, shift change operations, and time-off workflows that do not get stranded outside the schedule.
The strongest fit depends on whether the team operates with appointment-style capacity or shift-style rosters that require swaps, approvals, and manager checks.
Mid-size operations with calendar-first shift edits and shared roster visibility
Float and Findmyshift support drag-and-drop rostering with shared visibility so schedulers can change schedules without rebuilding roster state.
Multi-location teams that require controlled shift approvals
Deputy adds shift approval and change governance inside scheduling with role-based visibility for who can edit and who can view.
Teams that depend on shift swaps as the primary coverage mechanism
7shifts and Connecteam integrate swap approvals into the same employee-facing workflow so swaps update visibility without separate coordination steps.
Appointment-driven teams that need capacity-mapped availability on the shared calendar
Resource Guru aligns staff capacity to availability shown on the calendar using resource-based booking rules that directly impact bookings.
Managers who need schedule publishing and staff notices tied to published changes
Schedulefly connects schedule publication to outbound staff notifications so staff get communication triggered by roster publish events.
Common mistakes when buying Staff Calendar Software for real roster operations
Buyers often misjudge which workflow becomes the system of record. If shift swaps, approvals, or time-off requests land in the wrong place, managers end up reconciling conflicting calendars.
The pitfalls below focus on mismatch issues that show up during day-to-day schedule editing, coverage changes, and multi-location rollout.
Selecting calendar sharing without a matching swap workflow
Teams that rely on shift swaps should choose 7shifts or Connecteam because swap approvals are integrated into the schedule flow or employee-facing workflow. Tools that keep swaps lightweight can leave managers coordinating updates outside the schedule.
Assuming complex multi-location governance will be handled automatically
Deputy and Agendrix can control who edits or views through role or permissioned publishing, but complex rule sets still require careful governance to avoid scheduling drift. Bizimply also needs careful timezone setup for multi-location exports and sync.
Optimizing for drag-and-drop speed while ignoring approval and visibility boundaries
Findmyshift supports drag-and-drop rostering speed, but advanced permission boundaries are limited for complex orgs. Deputy is the better match when role-based visibility and approvals must constrain changes during scheduling.
Choosing a tool that integrates notifications but not publication-driven messaging
Schedulefly ties schedule publication to outbound staff notifications, which reduces uncertainty for hourly staff. Calendar updates alone can fail when the team expects formal schedule publication events.
Treating availability and time-off inputs as separate from roster edits
Float and Homebase route availability and time-off workflows into the roster process so exceptions enter scheduling instead of living off-calendar. Off-calendar time-off handling increases schedule drift when managers must manually reconcile updates.
How We Selected and Ranked These Tools
We evaluated the tools on scheduling workflow fit, calendar update behavior, and the operational friction created when staff availability, time-off requests, and shift swaps change the roster. Features counted 40% of the score because each tool either keeps changes inside the rostering workflow or forces extra coordination steps.
Ease and value each counted 30% because drag-and-drop editing speed matters only when governance setup and ongoing admin overhead do not dominate scheduler time. Resource Guru ranked highest because resource-based booking rules map staff capacity directly to availability shown on the shared calendar, and because iCalendar export and CalDAV sync reduce manual calendar update work.
Frequently Asked Questions About Staff Calendar Software
How do Deputy and When I Work handle schedule changes visibility for different roles?
Which tools support calendar synchronization through iCalendar or CalDAV for roster visibility?
How do Deputy and 7shifts differ in shift swap mechanics for hourly teams?
What breaks if availability windows and time-off requests are not connected to the rostering workflow?
When does schedule publication update staff visibility, and how is it communicated?
How do 7shifts and Connecteam keep swaps and approvals inside the employee-facing workflow?
Which tools expose automation surfaces for workforce data connectivity through an API?
How do admin controls and audit visibility affect day-to-day roster editing in Deputy and Agendrix?
How should teams approach data migration for existing calendars when moving to Float or Resource Guru?
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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