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Top 10 Best Employment Services of 2026

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Employment Career

Top 10 Best Employment Services of 2026

Compare employment services for hiring teams, mapping tradeoffs and fit across options from Randstad, Korn Ferry, and Robert Half.

19 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

AI search agents find sources, extract figures with provenance, and aggregate written reviews. They also transcribe 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

Employment services providers run the staffing and hiring mechanics that move candidates into roles and help employers plan headcount across changing demand. This comparison is built for analysts and operators who need concrete decision tradeoffs between recruitment, workforce management, and talent advisory models, with examples such as ManpowerGroup, Randstad, and Adecco Group.

Randstad is the best pick for organizations needing scalable staffing across multiple job families and locations because its sector-focused talent pipelines streamline recruitment across office, industrial, and professional roles, while GISD is a strong alternative for teams that want workforce readiness and onboarding support tightly tied to job matching.

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

Randstad

Sector-focused talent pipelines for staffing and recruitment across office, industrial, and professional roles

Best for: Organizations needing scalable staffing support across multiple job families and locations

2

Korn Ferry

Editor pick

Leadership assessment and org effectiveness advisory tied to executive search engagements

Best for: Enterprises hiring senior leaders with assessment and talent strategy alignment

3

Robert Half

Editor pick

Dedicated recruiting specialization across finance, technology, marketing, and legal talent pools

Best for: Teams needing specialized staffing for finance, tech, and administrative roles

Comparison Table

1
RandstadBest overall
enterprise_vendor
9.5/10
Overall
2
enterprise_vendor
8.7/10
Overall
3
enterprise_vendor
8.6/10
Overall
4
enterprise_vendor
8.3/10
Overall
5
enterprise_vendor
8.2/10
Overall
6
enterprise_vendor
7.9/10
Overall
7
specialist
7.6/10
Overall
8
specialist
7.0/10
Overall
9
enterprise_vendor
6.8/10
Overall
10
enterprise_vendor
6.7/10
Overall
#1

Randstad

enterprise_vendor

Delivers end-to-end employment services through recruitment, staffing, and workforce management for job seekers and employers.

9.5/10
Overall
Features9.5/10
Ease of Use9.5/10
Value9.5/10
Standout feature

Sector-focused talent pipelines for staffing and recruitment across office, industrial, and professional roles

Randstad stands out for nationwide staffing reach and deep sector coverage across office, industrial, and professional roles. The service supports end to end hiring and workforce augmentation through recruiting, screening, and placement into temporary and permanent positions.

Randstad also provides workforce solutions that include skills matching and staffing operations for organizations that need flexible coverage. The delivery emphasis is on role intake, candidate pipeline management, and ongoing coordination with hiring managers.

Pros
  • +Large candidate network across temporary, contract, and permanent hiring
  • +Sector specialization for office, industrial, and professional talent needs
  • +Structured screening supports faster placement for defined role requirements
  • +Operational coordination for day to day staffing continuity
Cons
  • –Placement outcomes depend on role clarity and local market availability
  • –Complex multi-site needs can require extra alignment and process setup
  • –Candidate fit still varies by skill niche and urgency
Use scenarios
  • Transportation employers and carriers

    Drivers staffing alongside logistics roles

    Wider driver recruiting coverage

  • Distributed contractor workforces

    Contract onboarding and payroll administration

    Lower admin workload

Show 2 more scenarios
  • Warehouse staffing teams

    Ongoing hiring with recurring screening

    Repeatable candidate pipeline

    Randstad sources warehouse associates and runs screening to sustain an ongoing employment candidate flow.

  • Construction recruiters

    Temporary and permanent site staffing

    Coordinated shortlists

    Randstad sources construction and trades candidates and coordinates interview scheduling for employment needs.

Best for: Organizations needing scalable staffing support across multiple job families and locations

#2

Korn Ferry

enterprise_vendor

Provides employment and talent advisory services including hiring assessment, executive search, and career-focused matchmaking.

8.7/10
Overall
Features8.7/10
Ease of Use8.7/10
Value8.7/10
Standout feature

Leadership assessment and org effectiveness advisory tied to executive search engagements

Korn Ferry stands out for leadership-focused talent advisory that spans executive search, assessment, and org effectiveness work. Core employment services include recruiting for senior roles, workforce and talent strategy, and selection support using structured assessment methods.

The firm also delivers organizational design and performance management guidance that connects hiring to capability building. Engagements typically combine market mapping, candidate evaluation, and client-facing HR advisory rather than staffing-only placement.

Pros
  • +Executive search with structured candidate assessment and deep market mapping
  • +Leadership selection support through validated evaluation approaches
  • +Talent strategy and org effectiveness connect hiring to operating model changes
Cons
  • –Best suited to higher-level roles than high-volume staffing
  • –Assessment and advisory deliverables can extend beyond immediate placement timelines
  • –Engagement depth may feel heavy for small teams with simple hiring needs
Use scenarios
  • Global HR operations leaders

    Governed workforce and onboarding processes

    More consistent workforce processes

  • Talent and learning leaders

    Build leadership succession pipelines

    Clear development priorities

Show 2 more scenarios
  • Business and reorg leaders

    Clarify roles during growth or change

    Better-defined operating responsibilities

    Korn Ferry clarifies responsibilities, team structure, and workforce needs so employment decisions align to role design.

  • Enterprise talent acquisition teams

    Governed recruitment across multiple requisitions

    Predictable selection handoffs

    Korn Ferry coordinates recruitment delivery across locations and hiring levels using defined employment workflows.

Best for: Enterprises hiring senior leaders with assessment and talent strategy alignment

#3

Robert Half

enterprise_vendor

Provides professional staffing and employment services that place candidates into finance, technology, and administrative roles.

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

Dedicated recruiting specialization across finance, technology, marketing, and legal talent pools

Robert Half distinguishes itself with specialized staffing coverage across accounting, finance, technology, marketing, legal, and administrative roles. It delivers recruitment support focused on sourcing, screening, and matching candidates to defined job requirements.

The service includes both direct-hire placement and temporary and contract staffing to cover short-term needs or project cycles. Dedicated recruiting teams support faster funnel movement from intake to interview scheduling.

Pros
  • +Specialized recruiters cover accounting, finance, IT, and marketing roles
  • +Structured screening supports role-fit against clear job requirements
  • +Offers both contract and direct-hire staffing coverage
  • +Supports intake-to-interview coordination through recruiter-led workflows
Cons
  • –Specialization can limit help for highly niche non-core job functions
  • –Candidate matching speed depends on role urgency and market availability
  • –Temporary placements require active hiring management on the client side
  • –Role definitions must be detailed to avoid mismatched shortlists
Use scenarios
  • Hiring managers evaluating specialists

    Contract period before permanent employment

    Staged path to hire

  • Employers using contingent professionals

    Temporary workforce administration support

    Reduced administrative burden

Show 2 more scenarios
  • Law firms and legal teams

    Remote paralegal staffing for document-heavy work

    Flexible legal support

    Robert Half staffs remote paralegals for research, legal writing, and document-centric tasks tied to employment cycles.

  • Public sector hiring teams

    Recruiting execution for finance and operations roles

    Hands-on recruiting execution

    Robert Half coordinates employment recruiting support for defined public sector finance and accounting positions.

Best for: Teams needing specialized staffing for finance, tech, and administrative roles

#4

Hays

enterprise_vendor

Delivers specialist recruitment and employment services for professional roles with candidate placement and hiring consulting.

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

Discipline-specialist recruiters running structured shortlisting and market-aligned candidate matching

Hays stands out with a large network of recruiters and a global footprint focused on professional hiring. The service covers recruitment across multiple disciplines, including finance, technology, legal, and supply chain roles.

Pros
  • +Strong specialist recruitment coverage across finance and technology roles
  • +Structured shortlisting workflow accelerates candidate review cycles
  • +Global network supports sourcing for hard-to-fill professional roles
  • +Recruiters align searches to defined competency and job requirement profiles
Cons
  • –Heavily role-brief dependent outcomes if requirements are vague
  • –Slower fit refinement for highly niche profiles needing deep domain proof
  • –Best results may require active feedback and timely interview coordination
Use scenarios
  • Technology and security hiring managers

    Contract staffing for project or ongoing demand

    Screened technical candidates

  • Biopharma and research organizations

    Hire for regulated life sciences functions

    Candidate pipelines for regulated work

Show 2 more scenarios
  • Multinational employers with centralized recruiting

    Coordinate multi-market employment searches

    Coordinated hiring handoffs

    Hays supports recruiting across locations and recurring requisitions through coordinated workflows.

  • Operations and HR leaders

    Fill temporary interim employment coverage gaps

    Short-term staffing coverage

    Hays identifies temporary, interim, and contract professionals for time-boxed employment coverage.

Best for: Mid-market hiring teams needing specialist recruitment for permanent and contract roles

#5

ManpowerGroup

enterprise_vendor

Provides staffing and employment services including recruitment, workforce solutions, and talent supply across multiple industries.

8.2/10
Overall
Features8.2/10
Ease of Use8.1/10
Value8.3/10
Standout feature

Global delivery network for staffing and direct-hire recruiting at multi-site scale

ManpowerGroup stands out for scaling workforce solutions across staffing, recruiting, and talent management with a global delivery footprint. Core capabilities include permanent and temporary staffing, direct-hire recruiting, and workforce consulting tied to labor market planning.

Pros
  • +Global staffing operations that support multi-country hiring timelines
  • +Recruiting services cover temporary, permanent, and direct-hire placements
  • +Workforce consulting links hiring plans to operational and staffing needs
Cons
  • –Process-heavy coordination can slow very small, short-scope requests
  • –Outcomes depend on the client’s role definition and selection criteria
  • –Specialized niches may require extra onboarding to match exact requirements
Use scenarios
  • Workforce program administrators

    Link training to placement workflows

    Training aligned to hiring

  • Employers with contractor engagements

    Manage contractor payroll and compliance

    More organized administration

Show 2 more scenarios
  • Logistics and site operations teams

    Temporary staffing during seasonal peaks

    Additional labor capacity

    ManpowerGroup deploys temporary staffing programs to handle employment surges in warehouse and logistics operations.

  • Enterprise HR teams

    Scale contingent hiring across departments

    More consistent coverage

    ManpowerGroup staffs temporary and contingent roles across sites and hiring waves for employment coverage.

Best for: Enterprises needing scalable staffing and recruiting across locations and job types

#6

Maximus

enterprise_vendor

Delivers government and commercial employment services through workforce programs that support job placement and retention.

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

Case management and performance reporting aligned to workforce program participation and placement targets

Maximus stands out as a large-scale employment services provider focused on workforce programs and employment outcomes. It supports job seeker services, employer engagement, and case management workflows across multiple program types.

Pros
  • +Operates employment programs with structured case management processes
  • +Strengthens employer pipelines through targeted employer engagement activities
  • +Uses performance-focused reporting tied to participation and placement goals
  • +Handles program operations that require compliance and audit readiness
Cons
  • –Program structures can feel rigid for highly custom local approaches
  • –Outcome timelines may depend on eligibility rules and local labor conditions
  • –Implementation effort is higher for organizations lacking internal program readiness
  • –Engagement metrics may prioritize program KPIs over niche support needs
Use scenarios
  • Workforce agencies and programs

    Run participant intake and placement workflows

    Structured participant support

  • Government IT and program leaders

    Technology delivery for mission employment systems

    Operational transition achieved

Show 2 more scenarios
  • Public benefits program agencies

    Operate eligibility and enrollment workflows

    Managed applicant workflows

    Maximus delivers eligibility, enrollment, case processing, and member support tied to employment-related benefits operations.

  • Public services contact center operators

    Run applicant inquiry handling operations

    More consistent citizen support

    Maximus operates managed contact centers for member services, exception support, and program information handling.

Best for: Government and large organizations needing managed employment program delivery

#7

GISD

specialist

Delivers employment services and workforce solutions to help employers staff and help job seekers access roles.

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

Workforce readiness and onboarding support tied directly to the job matching process

GISD stands out by centering employment services on workforce readiness and direct placement workflows rather than generic staffing alone. The provider supports candidate sourcing, job matching, and hiring assistance for organizations looking to fill roles efficiently.

Pros
  • +Focused workforce readiness and job matching for faster candidate-to-role alignment
  • +Structured hiring support that reduces candidate drop-off during selection
  • +Candidate sourcing and screening designed for employment funnel consistency
  • +Onboarding assistance aimed at smooth transition into active roles
Cons
  • –Best results depend on clear role requirements and measurable intake criteria
  • –Less suitable for highly specialized hiring needing niche domain validation
  • –Coverage may be limited for teams needing fully outsourced HR operations
  • –Implementation timelines require tight coordination for interviews and starts
Use scenarios
  • HR managers at mid-size firms

    Fill roles with vetted candidates fast

    Faster hiring with ready candidates

  • Operations leaders needing staffing

    Scale headcount for seasonal demand

    Staffing ramp-up on schedule

Show 2 more scenarios
  • Workforce development program coordinators

    Move participants into direct jobs

    Higher placement into employment

    GISD supports job matching and onboarding so participants transition into active work quickly.

  • Recruiting teams at growing employers

    Standardize placement and onboarding workflow

    Improved early-job performance

    GISD delivers readiness-focused onboarding guidance that helps hires succeed during early weeks.

Best for: Organizations needing job matching and onboarding support for structured hiring pipelines

#8

The RightThing

specialist

Offers employment services that connect candidates to employers and support workforce readiness and job search outcomes.

7.0/10
Overall
Features7.0/10
Ease of Use7.0/10
Value7.0/10
Standout feature

RightThing candidate matching and screening workflow for employer-ready placements

The RightThing stands out for recruiting and placement support that emphasizes right-fit hiring rather than only job posting volume. It provides employment services focused on matching candidates to employers across roles and skill needs.

Pros
  • +Focused candidate screening improves alignment with role requirements
  • +Structured coordination supports smoother hiring timelines
  • +Candidate support improves readiness for interviews and onboarding
Cons
  • –Best outcomes depend on timely information from both parties
  • –Service fit may be limited for highly specialized niche roles
Use scenarios
  • HR managers at midmarket firms

    Fill multiple roles with vetted candidates

    Shorter time-to-fill for roles

  • Small business hiring team

    Replace missed hires with matched talent

    More hires aligned to needs

Show 2 more scenarios
  • Operations leaders expanding headcount

    Scale staffing across skill-specific openings

    Stable pipeline during expansion

    Matches candidates to employers using structured hiring coordination across defined roles and requirements.

  • Workforce program coordinators

    Place participants into employer roles

    Higher placement success rate

    Manages clearer placement workflows and readiness support so candidates meet employer hiring expectations.

Best for: Employers needing structured recruiting and candidate readiness support

#9

Adecco Group

enterprise_vendor

Supports hiring and career placement with recruitment and staffing programs tied to workforce planning and job matching.

6.8/10
Overall
Features6.8/10
Ease of Use6.8/10
Value6.8/10
Standout feature

Centralized workforce solutions combining temporary staffing and permanent placement delivery

Adecco Group stands out with large-scale staffing operations across multiple specialties and geographies. The company delivers temporary staffing, permanent placement, and workforce outsourcing through industry-focused hiring teams.

Pros
  • +Multi-country recruiting network supporting rapid coverage for urgent headcount
  • +Managed staffing operations reduce coordination burden for hiring managers
  • +Specialized recruiters align candidates to industry role requirements
Cons
  • –Global scale can slow customization for highly specific internal processes
  • –Candidate quality varies by location and job family complexity
Use scenarios
  • Enterprise HR leaders

    Fill peaks with compliant staffing

    Reduced hiring turnaround time

  • Manufacturing operations managers

    Outsource workforce for plant sites

    Stable coverage across shifts

Show 2 more scenarios
  • Recruiting managers in IT teams

    Source specialists for contract roles

    More qualified contractor matches

    Delivers contractor recruiting through category hiring teams focused on targeted technology skill sets.

  • Large-scale program owners

    Run end-to-end recruitment delivery

    Lower administrative recruiting workload

    Provides recruitment process delivery with sourcing, screening coordination, and onboarding workflow support.

Best for: Enterprises needing high-volume staffing and end-to-end recruitment process support

#10

Kelly Services

enterprise_vendor

Provides staffing and employment services focused on placing candidates into temporary, contract, and direct-hire roles.

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

Temp-to-hire staffing model with recruiter-led screening and onboarding coordination

Kelly Services stands out as a long-running staffing and workforce solutions provider with a broad employer and jobseeker network. It supports hiring through temporary staffing, temp-to-hire transitions, and direct placement services across office, industrial, and specialized roles.

Pros
  • +Wide staffing coverage across office, industrial, and specialized job families
  • +Supports temporary, temp-to-hire, and direct placement hiring models
  • +Uses structured screening and onboarding workflows for faster role start
  • +Can coordinate onsite staffing and distributed assignments for multi-location clients
Cons
  • –Candidate quality can vary by region and specific recruiter coverage
  • –Role-fit outcomes depend heavily on intake requirements and job specs
  • –Specialized searches may require extended coordination to produce best matches
Use scenarios
  • Organizations using contingent workers

    Onboard and administer contract workers

    Simplified contract administration

  • IT and engineering leaders

    Add project-based technology staffing

    Additional tech capacity

Show 2 more scenarios
  • Distributed organizations

    Remote recruiting with interview coordination

    Fewer coordination gaps

    Kelly Services coordinates screening, interviews, and hiring manager handoffs for remote employment roles.

  • Healthcare administrative leaders

    Staff medical administration roles

    Administrative staffing coverage

    Kelly Services recruits temporary, contract, or permanent administrative professionals aligned to scheduling needs.

Best for: Employers needing flexible staffing and structured hiring for varied roles

Conclusion

After evaluating 10 employment, Randstad 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
Randstad

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 Employment Services

Which employment service providers are best for scaling staffing and recruiting across multiple locations?
ManpowerGroup supports large-scale workforce fulfillment across permanent and temporary staffing, direct-hire recruiting, and workforce consulting with a global delivery footprint. Randstad offers nationwide staffing reach across office, industrial, and professional roles, with role intake and candidate pipeline coordination as a core delivery emphasis.
Which providers focus on specialized hiring for finance, technology, marketing, legal, and administrative roles?
Robert Half delivers specialized staffing coverage across accounting, finance, technology, marketing, legal, and administrative roles using dedicated recruiting teams for sourcing and screening. Hays also runs discipline-specialist recruitment across finance, technology, legal, and supply chain with structured search and shortlisting workflows.
What options exist for temp-to-hire or flexible staffing models?
Kelly Services supports temporary staffing, temp-to-hire transitions, and direct placement, with recruiter-led screening and onboarding coordination. Randstad adds workforce augmentation for both temporary and permanent positions through recruiting, screening, and placement into open roles.
Which employment services are strongest for high-volume recruitment process execution and compliance handling?
Adecco Group focuses on large-scale temporary staffing, permanent placement, and workforce outsourcing with delivery centered on process management, compliance handling, and high-volume candidate sourcing. Maximus runs compliance-driven operations for workforce programs, with case management workflows, partner coordination, and performance reporting tied to placement and participation goals.
How do top providers handle onboarding and early workforce readiness after placement?
GISD centers employment services on workforce readiness by combining job matching with practical onboarding support to help new hires transition quickly. Kelly Services supports scheduling, onboarding coordination, and compliance processes for onsite or distributed staffing needs.
Which providers are built for structured right-fit recruiting rather than high-volume posting?
The RightThing emphasizes right-fit hiring through tighter screening and employer-ready candidate profiles paired with structured hiring coordination. Hays also uses structured shortlisting and market-aligned candidate matching, with competency profiles and discipline expertise guiding the funnel.
What is the difference between executive leadership talent advisory and traditional staffing placement?
Korn Ferry is designed for leadership-focused engagements that combine executive search, assessment, and org effectiveness work, including structured evaluation methods and organizational design guidance. In contrast, ManpowerGroup and Randstad deliver staffing and recruiting fulfillment across temporary, permanent, and direct-hire needs without centering leadership assessment as the primary output.
Which employment services are most suitable for enterprise clients that need workforce and talent strategy, not only hiring?
Korn Ferry connects hiring to capability building through workforce and talent strategy, assessment, and org effectiveness advisory tied to executive search engagements. ManpowerGroup complements recruiting and staffing with workforce consulting and change management services aimed at labor market planning and complex hiring pipeline management.
What common delivery inputs should organizations provide to get faster matching and smoother interviews?
Robert Half improves funnel speed by aligning sourcing and screening to defined job requirements so candidates can move quickly from intake to interview scheduling. GISD works best when recruiting needs are described clearly and interview and start timelines are defined so job matching and onboarding support can be executed as part of the hiring pipeline.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Employment

Employment tools differ most in how consistently they handle employment status changes and document updates over time. The biggest separator is usually Update frequency for forms and records, because stale fields break downstream workflows.

Employment record versioning

Why it matters

Employment record versioning matters because employment changes often require revisiting the same fields with a new effective date. With this label, teams can prove what the employee saw at each point.

How to check

In a demo, change an employment attribute (like role or pay-related fields if present) and check whether the system preserves prior values with effective dates. Ask to view the audit-like history for the employee record and exports.

Update frequency for forms and records

Why it matters

Update frequency for forms and records matters when employment workflows depend on specific templates and required fields. Slow updates create missing fields and manual rework when employment data needs adjustments.

How to check

Ask what triggers a template or field update and request a sample changelog entry from the last few months. In a test workflow, verify the current template includes the fields your HR team expects, and that older records still render correctly.

Automation rules and trigger coverage

Why it matters

Automation rules and trigger coverage matter because employment actions are event-driven. If key triggers are missing, the team must remember manual steps and errors rise.

How to check

Request a scenario walkthrough: an employment status change with a date and an attachment requirement. Confirm the system can launch the right downstream steps automatically and show which triggers are configurable in the UI.

Employment data sync via API

Why it matters

Employment data sync via API matters because employment records usually live across HR systems and reporting tools. Strong API sync reduces rekeying and supports controlled data flow.

How to check

Ask for the API endpoints or webhook events used for employment record create/update and effective dating. In the demo, show a small data sync using a sandbox or sample payload, then confirm how conflicts are handled.

Audit log and change traceability

Why it matters

Audit log and change traceability matter because employment workflows need defensible history. When reviewers ask what changed, teams need clear who/what/when details tied to the record.

How to check

In a demo, update an employment field and then open the change history screen. Verify the log captures the actor, timestamp, old vs new values, and the related record identifiers for export or reporting.

Admin controls for workflow configuration

Why it matters

Admin controls for workflow configuration matter because employment processes vary by site and timing. If admins cannot adjust rules and required fields safely, you end up with brittle processes.

How to check

Ask to configure a small change in the workflow during the demo, like a required attachment or a conditional step based on employment type. Check whether configuration changes are reversible and whether there is role-based restriction at the action level.

Red flags

  • History screens don’t preserve prior employment values with effective dates
  • Templates and required fields lag behind recent workflow needs
  • Automation misses key employment events and pushes too much manual work

Fit by situation

  • If your team frequently changes employment details with effective dates, prioritize Employment record versioning.
  • If you rely on specific templates and fields for employment updates, prioritize Update frequency for forms and records.
  • If your employment workflow must react to status changes automatically, prioritize Automation rules and trigger coverage.
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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