
GITNUXSOFTWARE REVIEW
Education LearningTop 10 Best School Library Management Software of 2026
Editorial roundup comparing school library management software options like Koha, Accessit Library, and OPALS for schools and district decision-makers.
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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Koha is the best pick for schools that need a configurable, integration-ready system across cataloging and desk circulation because permissions and circulation workflows can be tailored to match OPAC and staff roles, while Accessit Library fits teams with simpler admin needs thanks to its role-based staff separation for circulation and cataloging operations.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Koha
Integrated circulation, cataloging, and permissions can be configured to enforce desk workflows across OPAC and staff roles.
Best for: Fits when schools need a configurable, integration-ready circulation system across item workflows.
Accessit Library
Editor pickRBAC-style staff role separation that controls access to circulation and cataloging operations.
Best for: Fits when schools want an end-to-end circulation workflow with manageable admin overhead.
OPALS
Editor pickCirculation built around item availability and patron account activity for day-to-day desk operations.
Best for: Fits when schools need dependable desk circulation plus practical catalog maintenance without heavy third-party automation.
Comparison Table
Koha
open-sourceOpen source integrated library system used for cataloging, circulation, patron management, and OPAC access.
Integrated circulation, cataloging, and permissions can be configured to enforce desk workflows across OPAC and staff roles.
Koha supports routine circulation tasks such as check out, check in, renewing, and overdue notice generation using stored lending events and item-level status. It manages bibliographic records, authority control, and serials-style workflows in one cataloging system so schools can run consistent processes across print collections. Batch import and copy cataloging workflows reduce manual typing when adding large sets of records.
The tradeoff for Koha is that deep configuration and integration require administrative governance, especially when aligning permissions, workflows, and reporting across multiple staff roles. Koha fits well for schools or library consortia that need integration with existing identity sources or custom automation tied to circulation events, holds queue changes, and item location practices.
- +Item-level status and holds queue logic cover real desk workflows
- +Batch import supports large additions without manual record entry
- +OPAC and staff interfaces use the same underlying catalog records
- +Extensible workflows fit libraries with custom circulation rules
- –Configuration depth increases the need for consistent admin governance
- –Cataloging workflows can require training for accurate MARC maintenance
- –Reporting and automation often depend on staff scripting or integration work
District library operations teams
Run consistent circulation across multiple campuses
Lower desk variance across sites
School librarians managing large catalogs
Ingest new collections with batch jobs
Faster catalog completion
Show 2 more scenarios
IT teams building integrations
Automate notices and checkout events
Less manual operations at the desk
Integration hooks support automation tied to circulation events and patron records.
Consortia coordinators
Coordinate interlibrary sharing workflows
More consistent shared item handling
Catalog and circulation data can support controlled sharing behaviors across participating libraries.
Best for: Fits when schools need a configurable, integration-ready circulation system across item workflows.
Accessit Library
vertical specialistSchool library management system for cataloging, circulation, discovery, and student reading engagement.
RBAC-style staff role separation that controls access to circulation and cataloging operations.
Accessit Library targets school library workflows with circulation functions, item cataloging, and patron record management focused on day-to-day desk operations. Catalog data entry supports common bibliographic practices, and the system tracks item status through borrowing, holds, and returns.
Admin features cover user access control for staff roles and operational settings that affect circulation behavior. Automation is concentrated on routine desk actions and reporting rather than deep external integrations.
- +Circulation workflow covers loans, returns, and holds in one operational flow
- +Staff access controls support role-based separation between circulation and cataloging
- +Operational settings let administrators control desk behaviors consistently
- +Cataloging supports standard school library bibliographic record management
- –Integration depth depends on the availability of external hooks for automation
- –Advanced technical staff actions need more admin attention than desk-only tasks
School librarians and staff
Manage bibliographic and item records
Catalog stays lending-ready
School library educators
Track reading engagement with circulation
Engagement tracked with lending
Show 2 more scenarios
Libraries with digital resources
Publish catalog records for discovery
Patrons find available content
Catalog and digital collection records are made searchable through an OPDS-style discovery workflow.
Library migration teams
Import and clean existing records
Consistent catalog for circulation
Batch import supports enrichment, duplicate detection, authority linking, and holdings maintenance.
Best for: Fits when schools want an end-to-end circulation workflow with manageable admin overhead.
OPALS
vertical specialistWeb-based automated library system for schools with cataloging, circulation, reporting, and resource sharing.
Circulation built around item availability and patron account activity for day-to-day desk operations.
OPALS covers the core circulation desk loop with item status tracking, patron records, and check in and check out workflows. Catalog maintenance supports creating and editing bibliographic records and managing holdings information for copies and locations. Reporting supports operational visibility for overdue handling, item usage patterns, and circulation activity over time.
A key tradeoff is that schools needing deep external system automation must validate OPALS integration paths before committing to complex data synchronization. OPALS fits best when library staff can operate inside its catalog and circulation workflows without heavy reliance on external inventory or classroom management connectors.
- +School-focused circulation workflows reduce desk training time
- +Item status tracking keeps holdings and availability aligned
- +Catalog maintenance and holdings edits stay in the same system
- +Operational reporting supports weekly circulation and overdue monitoring
- –External integration depth may require manual workflows for other systems
- –Advanced automation needs may exceed native configuration scope
- –Bulk change operations still require careful mapping of record fields
- –Role separation controls can feel limited for multi-staff governance
Library circulation staff
Daily check in and check out
Fewer transaction errors
School library administrators
Overdue review and reporting
Lower overdue persistence
Show 2 more scenarios
Cataloging team
Edit bibliographic and holdings data
Cleaner catalog records
Catalogers maintain bibliographic records and associated copy details for local access points.
IT governance coordinators
Batch imports and policy setup
Faster onboarding for libraries
Teams load library data in bulk and configure circulation policy rules for consistent enforcement.
Best for: Fits when schools need dependable desk circulation plus practical catalog maintenance without heavy third-party automation.
Book Systems Atriuum
vertical specialistLibrary management platform with circulation, cataloging, reports, and patron access for school libraries.
Desk-oriented circulation and holds processing connected directly to per-item status decisions.
Book Systems Atriuum runs circulation and school library catalog workflows with a focus on daily desk operations. It supports patron records, item status, holds queues, and standard cataloging so staff can move between acquisitions, cataloging, and lending without re-entering data.
- +Daily circulation and holds workflows map closely to desk operations
- +Item record status drives lending behavior without manual cross-checks
- +Cataloging and patron maintenance reduce duplicate data entry
- +Reporting covers circulation activity linked to catalog and circulation data
- –Integration depth depends heavily on available exports and external system wiring
- –More complex workflows require tighter staff training on configuration rules
- –Batch moves across large collections can be operationally time-consuming
- –Role separation and governance controls need deliberate setup to prevent oversharing
K-12 library coordinators
Run circulation and student-facing notices
Classroom collections stay organized
School district administrators
Coordinate circulation across branches
Operational control stays consistent
Show 2 more scenarios
Cataloging and technical services
Maintain MARC-oriented bibliographic records
Records stay more consistent
Catalogers create and update bibliographic and holdings records with MARC-oriented and batch workflows.
School circulation desk staff
Process checkouts, returns, and holds
Lending procedures stay consistent
Staff manage renewals, borrower categories, holds queues, and overdue actions from item records.
Best for: Fits when school library staff need a practical circulation-first system with cataloging built in.
Librarika
SMBHosted library management software with cataloging, circulation, patron management, and online catalog access.
Batch import for bibliographic and item records to shorten migration from spreadsheets and exports.
Librarika fits schools that want a browser-based circulation desk workflow without a heavy client deployment. Cataloging and inventory work center on creating item records, tracking item status, and running circulation actions from a web interface. Batch import helps teams migrate existing bibliographic records from structured sources. Role-based access controls support different permissions for staff versus admins when multiple people manage records.
- +Browser-based circulation workflow for desk operations
- +Supports batch import to reduce catalog setup effort
- +Item and patron records stay in one operational system
- +Role-based access limits staff permissions to required tasks
- –Integration depth and automation options are limited versus enterprise LMS
- –Advanced interoperability and custom data flows may need workarounds
School library staff
Daily checkouts and returns workflow
Faster desk processing
IT and library coordinators
Migration from existing spreadsheets
Reduced setup workload
Show 2 more scenarios
Multiple campus administrators
Role separation for catalog and circulation
Controlled staff access
Admins use role-based access to separate catalog maintenance from circulation duties.
School networks
Cross-staff consistency in records
Fewer record inconsistencies
Shared catalog maintenance keeps item records consistent across day-to-day operations.
Best for: Fits when a school needs browser desk circulation plus practical catalog maintenance.
Athena
SMBCloud-based library management system.
Desk-first circulation design that tightly links item status, holds queue state, and overdue notices.
Athena manages school library operations with cataloging, circulation, and collection workflows designed for day-to-day desk work. It supports patron records, holds and item status tracking, and routine communication like overdue notices tied to library activity.
- +Circulation workflows keep item status current across desk actions
- +Catalog maintenance supports routine batch updates for bibliographic records
- +Holds management tracks queue state and fulfillment readiness
- +Overdue notice generation is tied to patron and item activity
- –Advanced integration and automation surface is thinner than top competitors
- –Complex governance setups require careful permission planning
- –Interlibrary loan and serials workflows are limited compared with full-library systems
- –Customization for niche reporting needs extra operational work
School library media specialists
Daily checkouts, returns, and renewals
Faster turnaround for circulation
Librarians managing holds
Monitor holds and availability workflows
Fewer missed hold pickups
Show 2 more scenarios
District library administrators
Control permissions and staff access
Consistent access control
Athena provides administrative configuration to limit actions by role and permission.
Technical services staff
Catalog maintenance and data cleanup
Cleaner records over time
It supports import and cleanup workflows for ongoing catalog maintenance tasks.
Best for: Fits when staff need reliable circulation, holds, and catalog upkeep without heavy systems integration.
Surpass Suite
K-12 schoolsLibrary automation for schools and smaller libraries.
Configurable desk workflows that standardize holds handling and item status updates across circulation roles.
Surpass Suite is a school library management system that centers circulation workflows and library operations in a configurable, role-based setup. It covers core desk tasks like patron records, item status tracking, and borrowing and returns, with routines for holds and overdue handling.
- +Role-based circulation workflows reduce desk-time context switching
- +Batch import support shortens time to populate patron and item records
- +Item status tracking supports holds and overdue workflows
- +Configurable operational screens keep common tasks consistent across sites
- –Cataloging depth for complex bibliographic workflows looks limited
- –Advanced integrations depend on external processes instead of native connectors
- –Workflow automation coverage is narrower than full IL and serials suites
- –Governance features like audit logs and fine-grained reporting need scrutiny
Digital library teams
Ingest and govern digital assets
Digital onboarding stays structured
Libraries with online public access
Expose catalog records in public search
Resources become searchable
Show 2 more scenarios
Acquisitions and serials staff
Manage acquisitions and continuing publications
Purchasing view stays shared
Recurring publication operations are managed alongside acquisitions work within the broader workflow.
School circulation teams
Run checkouts and item-status changes
Item activity stays traceable
Desk workflows handle holds, renewals, routing, and item-status changes from shared library records.
Best for: Fits when school staff need day-to-day circulation automation with faster setup than catalog-first systems.
Softlink Oliver
K-12 schoolsOliver library management system for school libraries.
Accession and item lifecycle management that connects collection processing to circulation statuses and desk workflows.
Softlink Oliver is designed for school library operations that require tight control over bibliographic records, item coding, and circulation outcomes.
- +Accession and item lifecycle support matches school collection workflows
- +Circulation desk operations cover holds, statuses, and event-driven notices
- +Staff permissioning supports role separation for day-to-day workflows
- +Batch bibliographic workflows reduce repetitive cataloging effort
- –Setup depends on consistent cataloging conventions and item coding
- –Customization requires more configuration than lightweight automation tools
School library administrators
Accessioning and item coding batches
Consistent cataloging across schools
Front-desk circulation staff
Desk-based checkout processing
Faster issue returns
Show 2 more scenarios
IT and library systems managers
Batch updates to library records
Reduced manual data edits
Provides batch operations for library-data maintenance focused on records and circulation outcomes.
District library coordinators
Cross-library coding and reporting
Lower cross-site processing errors
Enforces coding discipline and controlled borrower data workflows across participating library sites.
Best for: Fits when schools need circulation and bibliographic workflows with strong staff control over accessioned collections.
LibraryWorld
SMBCloud-based library automation service.
Desk-focused circulation configuration that ties item status rules to notices and print outputs.
LibraryWorld focuses on day-to-day school library workflows like cataloging, circulation, and inventory management, with an emphasis on practical desk operations. The system supports borrower and item records, barcode and label printing, and circulation actions that match a school library flow.
- +Covers circulation desk workflows with clear status-driven actions
- +Supports batch-oriented catalog data import for faster onboarding
- +Print tooling for labels and common circulation paperwork reduces manual work
- +Admin configuration for notifications supports consistent overdue handling
- –Automation depth for cross-system integrations is limited compared with major competitors
- –Cataloging configuration requires careful setup to avoid inconsistent records
- –Reporting coverage for advanced operational analytics is narrower than top rivals
- –Offline circulation support is not positioned as a core workflow for school networks
School district administrators
Standardize lending rules by branch
Circulation practices align
School circulation staff
Handle checkouts and due-date maintenance
Patron accounts stay current
Show 2 more scenarios
Collection development staff
Coordinate acquisitions with downstream tasks
Ordering and workflows stay connected
Purchase-order intake is managed alongside cataloging and circulation-related activities in one system.
Cataloging staff and admins
Maintain structured bibliographic records
Holdings visibility improves
Teams update bibliographic records, holdings, and item attributes through repeatable local catalog workflows.
Best for: Fits when a school needs fast circulation and inventory workflows with manageable reporting complexity.
Concord Infiniti
vertical specialistLibrary automation software for schools with cataloging, circulation, textbook tracking, and inventory tools.
District deployment workflow that standardizes circulation and catalog operations across multiple school sites.
Concord Infiniti is a school library management option aimed at districts that want local control through a classic circulation and catalog workflow. It centers on patron and item records, circulation actions at the desk, and routine back-office tasks like catalog maintenance and batch updates.
- +District-focused workflow for running consistent circulation across sites
- +Circulation desk processes cover typical patron, item, and status handling
- +Catalog maintenance supports routine updates without redesigning workflows
- +Integration approach targets school environments with existing identity data
- –Automation depth is limited for specialized library workflows needing custom logic
- –Integration surface is harder to validate for modern API-first systems
- –Advanced governance controls like granular RBAC and audit trails are not clearly documented
- –Workflow coverage for less common use cases may require operational workarounds
District library coordinators
Standardize cataloging across multiple schools
Consistent records districtwide
School library staff
Handle desk circulation and returns
Faster check-in processing
Show 2 more scenarios
IT and SIS integration managers
Exchange data with enrollment systems
Less manual data entry
Supports integration patterns that reduce re-keying when student rosters and library data change.
Back-office catalog managers
Maintain records with batch changes
Lower catalog cleanup time
Performs routine catalog maintenance through batch updates for item metadata consistency.
Best for: Fits when districts need standard circulation and catalog workflows across multiple schools with consistent operations.
Conclusion
After evaluating 10 school library management software, Koha 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 School Library Management Software
This guide covers school library management software for managing cataloging, circulation, holds, and inventory workflows in school libraries. It ranks and compares Destiny Library Manager, Koha, and Libib, then also contextualizes Librarika, OPALS, Accessit Library, Book Systems Atriuum, Concord Infiniti, Softlink Oliver, LibraryWorld, Athena, and Surpass Suite where their automation surface and admin controls materially differ.
The most consequential selection differences show up in integration depth, staff permissions governance, and how workflow rules connect item status to desk actions. Koha is included as the top-ranked option for configured circulation, cataloging, and permissions that enforce desk workflows across OPAC and staff roles, while Librarika, OPALS, and Accessit Library show narrower integration or workflow design tradeoffs.
School Library Management Software for cataloging, circulation, holds, and inventory workflows
School library management software centralizes bibliographic records, patron records, and item records so staff can run circulation desk operations, manage holds queues, and keep availability aligned with item status rules. Systems in this category also support operational workflows for catalog maintenance and batch onboarding so large collections can be brought online without hand-entering every record.
Koha serves schools that need configurable circulation and cataloging behavior enforced through permissions and item-level status logic across staff and public access. Accessit Library targets tighter operational control for circulation and cataloging tasks using RBAC-style staff role separation, while OPALS focuses on dependable desk circulation workflows tied to item availability and patron activity with less emphasis on broad automation integration.
Workflow control and integration criteria for school library systems
School library management software succeeds when circulation desk actions update item status and holds queue state in a way staff can control through permissions and configuration. The operational details matter because holds processing and availability rules depend on those updates happening consistently.
Integration and automation surface area matter next because schools rarely run only a library system. Batch import, workflow automation options, and API extensibility determine whether catalog and item onboarding can run without manual re-entry and whether other tools can exchange records and events.
Permissions that enforce desk workflows end to end
Koha supports configurable circulation, cataloging, and permissions so staff roles align with OPAC and desk operations. Accessit Library adds RBAC-style staff role separation that controls circulation and cataloging operations in one operational flow.
Holds queue logic tied to item status decisions
Koha uses item-level status and holds queue logic that map to real desk workflows without cross-checks. Surpass Suite standardizes holds handling and item status updates across circulation roles with configurable desk workflows.
Batch import for bibliographic and item onboarding
Koha includes batch import to support large additions without manual record entry. Librarika focuses on batch import for bibliographic and item records to shorten migration from spreadsheets and exports.
Circulation workflow design for day-to-day desk operations
OPALS ties circulation to item availability and patron account activity so staff can run desk operations with less training on complex automation. Book Systems Atriuum connects daily circulation and holds processing to per-item status decisions so lending behavior follows status rules.
District and multi-site governance workflow
Concord Infiniti provides a district deployment workflow that standardizes circulation and catalog operations across multiple school sites. Koha can also enforce consistent desk workflows across OPAC and staff roles but requires governance discipline because configuration depth increases admin load.
A selection path based on workflow ownership, automation needs, and governance capacity
The decision framework starts with who owns workflow rules in daily operations. Systems that tightly connect desk actions to item lifecycle and notices reduce manual coordination but demand consistent cataloging conventions.
Next the framework splits into automation and integration expectations. Some products center on dependable desk workflows with limited integration depth, while others place more weight on extensibility and configuration to support cross-system automation and staff governance.
Choose the workflow authority model for circulation rules
If the circulation desk must drive outcomes through configurable permissions and item-level status logic, Koha fits schools that want staff roles aligned with OPAC and desk operations. If desk workflows should be standardized with less emphasis on complex automation governance, OPALS focuses circulation around item availability and patron account activity.
Decide how much holds processing should be rule-driven versus operationally guided
If holds behavior must follow item status and desk actions with consistent outcomes, Koha’s item-level status and holds queue logic supports desk workflows without cross-checks. If holds handling needs configurable workflow standardization across circulation roles, Surpass Suite provides that day-to-day automation focus.
Plan for onboarding throughput with batch import and migration patterns
If large catalog and item onboarding must run with batch import for bibliographic and item records, Koha and Librarika both reduce time spent on manual record entry. Librarika emphasizes batch import to migrate from spreadsheets and exports, while Koha also supports desk workflows tightly coupled to item status.
Pick the integration approach based on how other systems will connect
If integration depth and automation surface area must be validated for modern API-first patterns, Concord Infiniti’s integration surface is harder to validate and its automation depth is limited for specialized workflows. If other systems can rely on exports or controlled manual workflows, OPALS can cover practical circulation and catalog maintenance without heavy third-party automation.
Match admin governance capacity to configuration complexity
If the school can enforce consistent admin governance practices, Koha’s configuration depth supports configurable permissions that enforce desk workflows across OPAC and staff roles. If governance work must stay manageable with narrower operational scope, Book Systems Atriuum keeps circulation-first workflows tightly mapped to desk operations and item status driven lending behavior.
Who should buy based on operating model and collection lifecycle needs
Different schools experience library system work as either desk operations, catalog maintenance, or collection processing. The right choice depends on whether collection processing and item lifecycle events must feed circulation outcomes with strong staff control.
Some products center on configurable circulation and cataloging behavior that administrators tune, while others focus on desk-first workflows that reduce training time. The buyer should match system behavior to the school’s operational pattern for cataloging accuracy and item coding consistency.
Schools that require configurable permissions across staff and OPAC
Koha fits schools that want circulation, cataloging, and permissions configured to enforce desk workflows across OPAC and staff roles with item-level status and holds queue logic.
Schools migrating large catalogs from spreadsheets and exports
Librarika fits schools that need browser desk circulation workflow plus batch import to reduce catalog setup effort during migration.
Schools running circulation with minimal third-party automation
OPALS fits schools that prioritize dependable desk circulation workflows tied to item availability and patron account activity rather than advanced integration.
Schools that must standardize workflows across multiple sites
Concord Infiniti fits districts that need a district deployment workflow to standardize circulation and catalog operations across multiple school sites.
Schools with strong accessioning and item lifecycle workflows feeding circulation
Softlink Oliver fits schools that manage accessioned collections and need accession and item lifecycle support connected to circulation statuses and holds and notices.
Common buying and rollout pitfalls for School Library Management Software
Pitfalls usually come from picking a product based on desk usability while underestimating governance requirements and data consistency. Another common issue is assuming integration options will work for advanced automation patterns without checking automation and interoperability limits.
The mistakes below focus on operational failures that show up during circulation, onboarding, and catalog maintenance tasks, not generic software adoption risks.
Selecting a desk-first system without planning for manual workflows when integrations are thin
OPALS can require manual workflows for other systems when external integration depth is limited. Schools that depend on automated cross-system record flows should validate automation and integration options before migrating.
Underestimating the governance overhead required for deep configuration
Koha’s configuration depth increases the need for consistent admin governance because permissions and workflow rules must stay aligned. Schools without a governance routine should expect training time for accurate MARC maintenance and consistent operational configuration.
Relying on batch import but skipping cataloging conventions and item coding discipline
Softlink Oliver’s setup depends on consistent cataloging conventions and item coding because accession and item lifecycle drive circulation statuses. Skipping those conventions creates downstream inconsistencies in holds and event-driven notices tied to item lifecycle.
Treating advanced cataloging workflows as a given in systems focused on circulation-first operations
Surpass Suite provides cataloging depth that looks limited for complex bibliographic workflows while focusing on configurable desk workflows. Schools that need advanced bibliographic workflows should evaluate cataloging capabilities during tool selection, not only circulation coverage.
Assuming cross-system customization will match major competitors without native connectors
LibraryWorld supports desk-focused circulation configuration but limits automation depth for cross-system integrations compared with major competitors. Athena also has a thinner integration and automation surface than top competitors, which can push specialized workflows into external process workarounds.
How We Selected and Ranked These Tools
We evaluated school library management software by weighting features at 40%, ease at 30%, and value at 30%. Koha earned the top rank because integrated circulation, cataloging, and permissions can be configured to enforce desk workflows across OPAC and staff roles.
Koha’s item-level status and holds queue logic covered desk workflows directly, and its batch import supported large additions without manual record entry. Librarika and OPALS scored well on batch import and dependable desk circulation, but the integration depth and automation options were not as aligned to configurable governance as in Koha.
Frequently Asked Questions About School Library Management Software
How does Koha handle integrated circulation and catalog workflows for desk staff?
What breaks when a school tries to run circulation without a consistent item status model in Ateniraum or Athena?
When is a catalog-first workflow a mismatch for a desk-first product like OPALS or LibraryWorld?
Which tool provides the deepest API-style integration surface for automating library operations across systems?
How do data migration paths differ between Koha and Librarika when moving from spreadsheets or exports?
How does Softlink Oliver connect accession and item lifecycle decisions to circulation outcomes?
What admin controls matter most for consistent desk operations in Accessit Library or Surpass Suite?
Where does Concord Infiniti fit when a district needs consistent behavior across multiple schools?
How do overdue notices and holds queue logic differ across Athena and Koha?
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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