Commissioned Research
Top 10 Best Him Software of 2026

GITNUXSOFTWARE REVIEW

Healthcare Medicine

Top 10 Best Him Software of 2026

Compare him software options for solventum, Encompass, and Verisma, covering fit and tradeoffs for shortlisting your team.

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

Agents extract product evidence with provenance, then collect written reviews and 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 our reviews. Editorial policy

HIM software governs coding accuracy, documentation improvement, and record fulfillment workflows across hospitals, health systems, and physician groups. This comparison helps analysts and operators weigh automation depth, integration paths into revenue cycle stacks, and operational controls like RBAC and audit logs using examples that include Solventum 360 Encompass, Optum HIM, and Nuance CDE One.

Solventum 360 Encompass is the best HIM pick for teams that need governed request routing across multiple queues because it tracks request-to-completion states with exception routing and a clear activity history for disclosure operations, whereas Verisma fits teams focused on document indexing tied to auditable ROI actions.

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

Solventum 360 Encompass

Request-to-completion workflow state tracking with exception routing and activity history for disclosure operations.

Best for: Fits when HIM teams need governed workflow routing for deficiency and release requests across multiple queues.

2

3M 360 Encompass

Editor pick

Request-level tracking that links authorization artifacts to release decisions and document completion steps.

Best for: Fits when HIM teams need tracked ROI workflows with auditability across document workflows.

3

Verisma

Editor pick

Verisma combines medical record indexing with disclosure workflow state so each release action ties back to the specific indexed document set.

Best for: Fits when HIM teams need end-to-end ROI workflow control with document indexing and auditable actions.

Comparison Table

1
enterprise
9.5/10
Overall
2
8.7/10
Overall
3
vertical specialist
8.6/10
Overall
4
enterprise
8.5/10
Overall
5
enterprise
8.2/10
Overall
6
7.8/10
Overall
7
7.6/10
Overall
8
vertical specialist
7.1/10
Overall
9
6.9/10
Overall
10
6.7/10
Overall
#1

Solventum 360 Encompass

enterprise

Computer-assisted coding and clinical documentation software supports hospital coding and documentation review.

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

Request-to-completion workflow state tracking with exception routing and activity history for disclosure operations.

Solventum 360 Encompass is designed for HIM teams that need end-to-end visibility from request capture through disclosure completion. Workflow stages track state changes, ownership, and exceptions so teams can measure turnaround time and reconcile work queues. The admin surface supports controlled assignment, role-based permissions, and audit-oriented logging for actions tied to requests and records.

A key tradeoff is that mature automation depends on configuring workflow states and rules before scaling to multiple facilities. Teams that already have a consistent intake process benefit most when Encompass is used to standardize deficiency queues and disclosure handling across inpatient and ambulatory handoffs.

Pros
  • +End-to-end request workflow tracking from intake through disclosure completion
  • +Audit-oriented activity history tied to workflow states and actions
  • +Role-based permissions for controlled access to requests and records
  • +Configurable routing to standardize deficiency and release exceptions
Cons
  • –Workflow rule configuration requires governance discipline to avoid inconsistent routing
  • –Some integrations need additional design work to match local document and release formats
Use scenarios
  • Health information managers

    Standardize disclosure workflows across sites

    Shorter handoff delays

  • Chart completion teams

    Route deficiencies to accountable owners

    Higher completion rates

Show 2 more scenarios
  • Compliance and privacy analysts

    Provide traceable request audit trails

    Faster internal audits

    Action history supports review of who changed what and when across disclosure workflow states.

  • Release of information staff

    Handle authorization exceptions

    Reduced rework cycles

    Rules route incomplete or conflicting requests into the correct exception path for resolution.

Best for: Fits when HIM teams need governed workflow routing for deficiency and release requests across multiple queues.

#2

3M 360 Encompass

enterprise

Integrated coding, CDI, and performance management system for healthcare organizations.

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

Request-level tracking that links authorization artifacts to release decisions and document completion steps.

3M 360 Encompass delivers health information management workflows for indexing, release of information requests, and deficiency tracking across medical record documents. The software integrates with enterprise systems through HL7 message support and document exchange patterns for electronic health record integration and health information exchange.

It also supports governance workflows that focus on controlled disclosure, audit trails, and role-based access for chart completion and information governance tasks. For HIM teams, the distinct value comes from end-to-end request handling tied to document management and authorization artifacts rather than standalone document storage.

Pros
  • +Strong release of information request workflows tied to document handling
  • +Audit trail support designed for disclosure and chart completion tasks
  • +Integration patterns for electronic health record and document exchange
  • +Deficiency tracking workflows for record completion follow-up
Cons
  • –Workflow configuration requires careful governance and process design
  • –User experience depends on integration readiness and upstream data quality
Use scenarios
  • HIM coding leadership

    Standardize coding rules across teams

    More consistent code selection

  • Coding managers and educators

    Track exceptions to guide training

    Targeted education needs

Show 2 more scenarios
  • Coding compliance and billing

    Run concurrent claim coding checks

    Earlier exceptions identification

    Review coding and documentation during claim preparation so billing workflows can start with fewer gaps.

  • Healthcare audit teams

    Perform post-payment coding audits

    Traceable remediation records

    Audit completed claims against coding and documentation rules to produce repeatable findings and remediation records.

Best for: Fits when HIM teams need tracked ROI workflows with auditability across document workflows.

#3

Verisma

vertical specialist

Healthcare information management software supports disclosure requests, record fulfillment, and compliance workflows.

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

Verisma combines medical record indexing with disclosure workflow state so each release action ties back to the specific indexed document set.

Verisma supports HIM teams that need consistent document identity, workflow state, and disclosure control across healthcare record sources. Core capabilities include medical record indexing, document imaging alignment, and release of information workflow support with traceable actions.

The product’s value centers on integration and automation surfaces that reduce manual chart completion and reconciliation work during ROI requests. Governance features such as audit trails and role-based access help teams document who performed what during disclosures and amendments.

Pros
  • +Document indexing improves retrieval for ROI and chart completion workflows
  • +Audit trail records disclosure actions for information governance reviews
  • +Role-based access supports separation of duties across HIM and ROI roles
  • +Workflow automation reduces manual reconciliation between sources and releases
Cons
  • –HL7 and FHIR integration coverage depends on how source systems emit data
  • –Configuration requires governance discipline to keep disclosure rules consistent
  • –Complex amendments and designated record set edge cases need careful workflow mapping
  • –Reporting depth for deficiency tracking can lag specialized HIM reporting needs
Use scenarios
  • Hospitals and clinics

    Handle outsourced release-of-information requests

    More consistent request handling

  • Interoperability teams

    Exchange documents with partners

    More controlled information exchange

Show 2 more scenarios
  • Records and compliance teams

    Support retention-aligned legal records

    Better governance alignment

    Handle retention-aligned disclosure workflows for legal health records with governed actions and traceability.

  • Medical-legal teams

    Create chronological timelines from records

    Review-ready timelines

    Convert mixed clinical documentation into ordered timelines for treatment history, symptoms, visits, tests, and referrals.

Best for: Fits when HIM teams need end-to-end ROI workflow control with document indexing and auditable actions.

#4

Nuance CDE One

enterprise

Computer-assisted physician documentation and clinical documentation improvement tool.

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

State-based workflow configuration for document handling across completion and disclosure operations.

Nuance CDE One is designed for health organizations that need document-centric workflows rather than only document storage. The system supports ingestion, indexing, and structured processing steps that connect to release of information and chart completion tasks. Workflow configuration enables teams to define routing and handling rules for documents moving through review, amendment, and disclosure steps.

Pros
  • +Document lifecycle workflows configured by state and routing rules
  • +Supports release and completion operations with governed handoffs
  • +Integration-oriented design for exchange messages and workflow orchestration
  • +Audit-ready operations across document processing steps
Cons
  • –Workflow configuration requires disciplined governance to avoid state drift
  • –Exception handling often needs manual review steps for edge cases
  • –Cross-department rollout can require significant process mapping effort
  • –Some advanced automation paths depend on system integration work
Use scenarios
  • HIM operations leaders

    Standardize release of information processing

    More predictable disclosure turnaround

  • Clinical documentation integrity teams

    Coordinate chart completion actions

    Higher completion accuracy

Show 2 more scenarios
  • Health information governance teams

    Control access across document states

    Reduced authorization risk

    Applies role-based access boundaries tied to workflow steps to limit who can act on each state.

  • Integration and EHR teams

    Orchestrate exchange with downstream systems

    Fewer manual handoffs

    Connects document workflows to existing health system connectivity patterns and API-based orchestration.

Best for: Fits when HIM teams need governed document exchange workflows with state-based routing and audit trails.

#5

Optum HIM

enterprise

Health information management software integrated within Optum's revenue cycle and coding platform.

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

Release-of-information workflow handling with configurable task routing for authorization and case disposition.

Optum HIM is positioned for HIM departments that run standardized ROI workflows and recurring record completion cycles across inpatient and ambulatory documentation. Deficiency tracking and chart completion processes are managed through configurable worklists that route tasks to the right roles and statuses. Governance and audit-oriented oversight are built around operational logging and configurable permission boundaries used by HIM leadership and release teams.

Pros
  • +Configurable deficiency queues tied to chart completion statuses
  • +Release-of-information workflow management for authorization and routing
  • +Operational oversight for HIM teams using role-based access controls
  • +EHR-facing integration patterns support enterprise document workflows
Cons
  • –Workflow mapping effort is high when replacing legacy HIM systems
  • –Some automation depends on configuration depth and process discipline
  • –Reporting configuration can require specialized admin knowledge
Use scenarios
  • HIM deficiency coordinators

    Track completion gaps across charts

    Fewer backlogs, faster closure

  • Release of information analysts

    Process authorization requests end to end

    More consistent disclosures

Show 1 more scenario
  • HIM compliance leaders

    Monitor governed access and actions

    Better audit readiness posture

    Role-based access boundaries and activity visibility support operational governance reviews.

Best for: Fits when HIM teams need configurable ROI and chart completion workflows with governed oversight.

#6

Dolbey Fusion Suite

enterprise

Healthcare software supports computer-assisted coding, clinical documentation improvement, transcription, and HIM operations.

7.8/10
Overall
Features7.8/10
Ease of Use7.8/10
Value7.8/10
Standout feature

Fusion’s configuration-driven routing rules let teams standardize indexing and document processing steps without custom code per workflow variant.

Dolbey Fusion Suite targets health information management teams that need indexing, review, and release-of-information workflows across disparate document sources. The suite focuses on configuration-driven document processing, workflow orchestration, and activity logging to support chart completion and disclosure operations.

Pros
  • +Workflow automation supports high-volume document indexing and routing
  • +Configuration controls processing paths without rebuilding logic for each variant
  • +Activity logging helps teams trace document handling and workflow steps
  • +Release workflow tooling supports structured authorization handling
Cons
  • –Advanced configuration can require dedicated governance for consistent outcomes
  • –HIM-specific customization can increase implementation effort for edge cases
  • –Integration setup often needs careful mapping between source content and outputs
  • –UI workflows for some exceptions can be slower than scripted handling
Use scenarios
  • HIM workflow administrators

    Orchestrate indexing and review steps

    Repeatable processing

  • HIM release operations

    Run release-of-information workflows

    Traceable disclosure work

Show 1 more scenario
  • EHR integration teams

    Connect HIM flows to EHR systems

    Fewer manual handoffs

    Set up integration options so indexed and processed documents can flow into downstream tracking and reconciliation systems.

Best for: Fits when HIM teams need configurable document workflow automation with strong traceability across request types.

#7

ChartRequest

SMB

Cloud software manages medical-record requests, authorizations, payments, fulfillment, and status tracking.

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

Request lifecycle history with per-step status transitions for chart fulfillment, not just message logs.

ChartRequest centers on physician-facing chart request workflows with status tracking, tasking, and fulfillment steps tied to document delivery. It provides intake forms, configurable request statuses, and audit-style history for each request.

Pros
  • +Request lifecycle tracking shows status changes per request
  • +Configurable fulfillment steps map to internal chart request processes
  • +Built-in history supports audit review of request events
  • +Workflow forms reduce back-and-forth for initial intake
Cons
  • –Release of information workflows need deeper configuration to match edge cases
  • –FHIR or HL7 coverage is limited to integration partners rather than direct exchange
  • –Role governance controls are basic compared with full HIM suites
  • –Document indexing features are not geared for high-volume medical record search
Use scenarios
  • Physician chart coordinators

    Manage chart requests end-to-end

    Controlled request lifecycle

  • Health information management teams

    Reduce manual status updates

    Fewer handoff errors

Show 1 more scenario
  • Compliance and audit teams

    Review request history per case

    Traceable request history

    Use per-request audit-style history to support traceability across status changes and fulfillment actions.

Best for: Fits when HIM teams need structured chart request intake, routing, and status tracking for repeat request types.

#8

TruCode Encoder

vertical specialist

Web-based coding software provides code lookup, encoder workflows, compliance support, and documentation tools.

7.1/10
Overall
Features7.1/10
Ease of Use7.1/10
Value7.1/10
Standout feature

Rule-based encoding with built-in validation checks that halt or flag transformations when required elements fail mapping.

TruCode Encoder targets health data encoding needs by converting structured clinical content into standards-aligned interchange formats. It centers on rule-based transformation and validation steps that help catch mapping errors before release.

Pros
  • +Rule-driven transformation supports repeatable encoding across feeds
  • +Validation gates reduce mapping and field-level consistency issues
  • +Configuration lets teams standardize output structure for multiple targets
  • +Built for integration workflows between EHR systems and downstream consumers
Cons
  • –Requires careful configuration of mapping rules for each source profile
  • –Advanced automation depends on API and integration work rather than UI-only steps
  • –Thorough governance needs surrounding processes for audit and retention
  • –High-volume runs require tuning and staged testing to avoid throughput bottlenecks
Use scenarios
  • Professional fee coders

    Validate CPT and modifier selections

    Consistent modifier handling

  • Inpatient reimbursement teams

    Reconcile DRG assignment

    Traceable DRG review

Show 2 more scenarios
  • High-volume coding operations

    Process documentation in queues

    Repeatable throughput

    Run structured suggestion and validation queues to process batches consistently across reviewers.

  • Healthcare compliance teams

    Track resolution of disputed coding

    More traceable reviews

    Record disputed coding decisions, rationale, and resolutions for completed cases to support audits.

Best for: Fits when HIM teams need consistent standards encoding for EHR-to-exchange document and coded element outputs.

#9

FinThrive Vitalware

enterprise

Healthcare coding and revenue-integrity software supports chargemaster management, coding, and reimbursement analysis.

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

Deficiency-to-release workflow routing that holds incomplete records until defined completion criteria are satisfied.

FinThrive Vitalware is a health information management software used to manage HIM workflows such as document intake, index controls, and chart completion support for release and disclosure cases. The product focuses on operational traceability for record handling, including role-based handling steps and record-level status movement across tasks.

Pros
  • +Task status tracking helps coordinate release and deficiency workflows
  • +Role-based step handling supports controlled record processing
  • +Record-level queues reduce duplicate document re-review
  • +Deficiency workflows keep incomplete items visible until resolved
Cons
  • –HL7 and FHIR integration details are not clearly exposed through a public API surface
  • –Automation coverage depends on configuration discipline for consistent governance
  • –Advanced indexing and search tuning can require implementation support
  • –Audit trail depth for every workflow action may not match enterprise disclosure needs
Use scenarios
  • HIM operations teams

    Manage record intake and indexing controls

    Better chart completion support

  • Authorization workflow owners

    Enforce authorization and deficiency steps

    Reduced rework

Show 1 more scenario
  • HIE and EHR integration teams

    Connect HIM sources into workflows

    Improved workflow alignment

    Integrate external record sources and document inputs used for electronic health record integration and health information exchange.

Best for: Fits when mid-size HIM teams need controlled, auditable workflow steps for record release and deficiency resolution.

#10

Hyland Healthcare OnBase

enterprise

Enterprise content management platform deployed in HIM for document imaging, chart completion, and deficiency tracking.

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

OnBase WorkView plus rules-based document routing supports ROI and deficiency handling with configurable queue states.

Hyland Healthcare OnBase targets HIM teams that need document imaging, classification, and workflow control across release of information and deficiency handling. Its records intake and document management approach connects well to electronic health record integration and health information exchange patterns using Hyland connectors and supported messaging interfaces.

Pros
  • +Configurable document capture and indexing workflows for ROI and deficiency processes
  • +Strong access controls with audit logging for disclosure and legal health record use
  • +Workflow automation can route documents by type, status, and processing rules
  • +Enterprise integration options support EHR and HIE connectivity patterns
Cons
  • –Implementation work can be heavy when workflows must cover every edge case
  • –Complexity rises with customization depth across capture, indexing, and routing
Use scenarios
  • HIM release coordinators

    Control imaging and disclosure workflows

    Coordinated disclosure processing

  • Interoperability teams

    Connect HIM workflows to EHR integration

    More connected integrations

Show 1 more scenario
  • Governance and legal records staff

    Link requests to role-based access logs

    Stronger disclosure traceability

    Rely on audit logging and access controls to map user roles to disclosure accounting and legal health record workflows.

Best for: Fits when HIM workflows need unified capture, indexing, and release-of-information control with governance and audit coverage.

Conclusion

After evaluating 10 him software, Solventum 360 Encompass 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
Solventum 360 Encompass

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 Him Software

How do Solventum 360 Encompass and Optum HIM handle request routing from intake to release?
Solventum 360 Encompass manages request-to-completion state tracking with exception routing and audit-ready activity history across deficiency and release-of-information operations. Optum HIM organizes ROI and chart completion work through configurable queues with governed oversight and visible process status for activity tracking.
When does Nuance CDE One use state-based configuration instead of fixed steps?
Nuance CDE One applies configurable document lifecycle rules so document handling follows different routing paths for completion, corrections, and disclosure states. Teams can align workflow behavior to document status changes rather than forcing a single linear sequence.
Which tool is better for linking authorization artifacts to document completion steps during ROI?
3M 360 Encompass provides request-level tracking that ties authorization artifacts to release decisions and document completion steps. Solventum 360 Encompass focuses on disclosure operations with request routing and activity history, while 3M 360 Encompass emphasizes that request linkage across document handling stages.
What breaks if a team tries to run Dolbey Fusion Suite without strong configuration governance?
Dolbey Fusion Suite standardizes indexing and document processing steps through configuration-driven routing rules, so weak governance can create inconsistent routing outcomes across request types. That inconsistency shows up as traceability gaps in workflow orchestration and activity logging when rules do not match real-world intake variations.
How do Nuance CDE One and TruCode Encoder differ in integration focus for document exchange orchestration?
Nuance CDE One concentrates on governed document lifecycle exchange with rule-driven routing across document states and auditable handoffs. TruCode Encoder targets standards-aligned interchange encoding with rule-based transformation and validation that halt or flag mappings when required elements fail.
How does Verisma connect indexing and disclosure workflow state for audit traceability?
Verisma combines medical record indexing with disclosure workflow state so each release action ties back to the specific indexed document set. That linkage reduces manual reconciliation during ROI, because the audit trail can reference the indexed identity tied to the disclosure outcome.
What security controls and admin controls are typically needed for HIM workflow access boundaries?
Hyland Healthcare OnBase provides role-based access and audit logging across capture, indexing, and release-of-information or deficiency handling using document routing. Solventum 360 Encompass also supports role-based access and governed configuration so access boundaries and workflow behavior remain consistent across HIM teams.
Which product fits teams that need physician-facing chart request intake with controlled lifecycle status transitions?
ChartRequest centers on physician-facing chart request intake with configurable request statuses and audit-style history per request. Its standout workflow emphasizes per-step status transitions for chart fulfillment rather than passive message logs.
When does Hyland Healthcare OnBase avoid splitting imaging and workflow layers in ROI programs?
Hyland Healthcare OnBase uses a unified document imaging and workflow control approach so ROI and deficiency handling run in the same system layer. That avoids maintaining separate workflow tooling alongside imaging and records layers, which reduces handoff drift during disclosure accounting.
How do FinThrive Vitalware and Verisma handle incomplete records during ROI workflows?
FinThrive Vitalware routes deficiencies to completion criteria so incomplete records stay held until defined requirements are satisfied before release decisions proceed. Verisma instead pairs document identity and indexing with disclosure workflow state so each disclosure action references the indexed document set and its status history.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Him Software

We separate options by how tightly they handle HR workflows with automation and what control they give you over data movement and access. In practice, the biggest differences show up in API depth, workflow automation, provisioning and RBAC, and the way the audit log and configuration settings behave under real user activity.

API and workflow automation surface

Why it matters

API and workflow automation surface determine whether HR tasks stay consistent when you move data between systems or scale processes across teams. For “him software” setups, weaker automation forces manual steps that can break handoffs.

How to check

Ask the vendor to show end-to-end scenarios (create/update of an HR record, trigger a downstream task, and reflect results back) without doing the work twice. In a demo, request an example webhook or API call and confirm what fields change and when; then ask for an automation recipe you can modify (rules, triggers, and retries).

Provisioning and RBAC controls

Why it matters

Provisioning and RBAC controls decide who can act on sensitive HR actions and how fast access stays accurate as people move roles. When this is vague, teams rely on manual access changes that lag behind.

How to check

On the demo, run a role change workflow and watch what access updates automatically versus what requires an admin. Ask for a sample user provisioning mapping (what HR roles translate to what permissions) and verify you can test with a non-production account.

Data model and field mapping clarity

Why it matters

A clear data model and field mapping keeps HR data consistent across imports, edits, and exports. If the mapping is confusing, you’ll see rework during migrations and ongoing integrations.

How to check

Bring a sample dataset (or spreadsheet) and ask for a preview mapping: required fields, constraints, and how unknown fields behave. Then test an edit: change one field in the source and confirm the destination updates correctly, including whether history/versioning stays intact.

Audit log detail for HR actions

Why it matters

An audit log that captures who did what and which record changed helps HR admins reconcile issues quickly. For him software use cases, missing detail makes it hard to prove what happened during approvals or updates.

How to check

Ask to view an audit trail for a multi-step workflow (for example, create, approve, then update). Confirm the log includes actor, timestamp, record identifiers, and the specific fields changed; test with both an admin and a non-admin role.

Admin configuration for HR rules

Why it matters

Admin configuration for HR rules affects how much you can adjust workflows without custom development. When configuration is limited, “special cases” become tickets instead of working rules.

How to check

In the demo, request a rule change (approval steps, required fields, or routing logic) and ask who can make that change. Verify the system lets you validate the rule before applying it and show what happens to in-flight items after the change.

Red flags

  • APIs are shown as demos only, but the actual update behavior and payloads can’t be verified in a workflow.
  • RBAC works for basic views, but role changes don’t update permissions predictably for HR actions.
  • The audit log shows events without field-level changes, making reconciliation slow.

Fit by situation

  • If your team needs automated HR handoffs across systems, prioritize API and workflow automation surface.
  • If your org has frequent role changes and strict access separation, prioritize Provisioning and RBAC controls.
  • If you migrate or continuously sync HR records with ongoing edits, prioritize Data model and field mapping clarity.
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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