GITNUXSOFTWARE REVIEW
Education LearningTop 10 Best School Manager Software of 2026
Compare school manager software options for schools, including Alma, Teacherease, and FACTS SIS, with notes on features and fit for admins.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Agents extract product evidence with provenance, then collect written reviews and transcribe video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
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Alma is the best pick for K-12 school teams that need configurable attendance and family communication workflows because its operational forms and tasks connect directly to attendance updates and notifications while Facts SIS is the better fit for faith-based or private schools that want one coherent SIS for records, grades, and transcript management.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Alma
Operational forms and task workflows connect directly to attendance updates and family notifications.
Best for: Fits when school teams need configurable attendance and communications workflows with API-driven integration.
Teacherease
Editor pickClassroom-based gradebook and attendance workflows share the same roster context to reduce mismatched updates.
Best for: Fits when K-12 teams want operational workflows in one place, with district SIS handled separately.
FACTS SIS
Editor pickTranscript management keeps academic history coherent across grading periods and schedule changes.
Best for: Fits when K-12 teams want a single SIS for student records, grades, and reporting.
Comparison Table
Alma
SMBStudent information and learning management system for K-12 schools.
Operational forms and task workflows connect directly to attendance updates and family notifications.
Alma is a school operations manager aimed at day-to-day execution, not just viewing records. The core workflows include attendance capture, scheduling artifacts tied to daily operations, and structured messaging to families. Administration centers on role-based access controls and configurable process settings for different school functions.
A key tradeoff is that districts with heavily customized SIS-driven processes may need extra mapping work to align Alma workflows with existing gradebook and rostering sources. Alma fits well when schools need faster operational turnaround across departments, such as attendance follow-up and parent notifications during high-volume incident periods.
- +Attendance workflows and family notifications share one operational data context
- +Configurable forms reduce dependence on custom software development
- +Documented API supports integration and automation beyond manual exports
- +Role-based access controls separate staff and admin responsibilities
- –Aligning workflows with a district SIS can require ongoing data mapping
- –Some SIS-adjacent reporting needs additional setup for consistent outputs
Attendance coordinators
Manage daily attendance follow-ups
Fewer missed updates
School administrators
Coordinate multi-department daily operations
Clearer assignment ownership
Show 1 more scenario
District integration teams
Automate data sync with SIS
Reduced manual coordination
An API supports automated provisioning and operational data exchange with external systems.
Best for: Fits when school teams need configurable attendance and communications workflows with API-driven integration.
Teacherease
SMBSchool management software covering standards-based grading, attendance, and parent portals.
Classroom-based gradebook and attendance workflows share the same roster context to reduce mismatched updates.
For school managers, Teacherease covers core operational workflows like attendance capture, gradebook entry, and report-related preparation tied to grading periods. It supports roster-based setup for classrooms so teachers work from the same assignment and class structure used for tracking. It also includes parent communication features that connect student updates to home via notifications rather than standalone emails.
A common tradeoff is that deeper SIS interoperability depends on external setup, because Teacherease typically needs mapping and process alignment for district data feeds. Teacherease fits teams that want standard school workflows in one place and are willing to run integrations with a district SIS as a separate project.
- +Attendance and grading workflows stay in one classroom context
- +Parent notifications reduce manual follow-up for routine updates
- +Teacher-facing screens support quick roster and class-specific entry
- +Admin user and roster controls cover typical school term operations
- –SIS integration depth can require setup work for district data alignment
- –Advanced reporting depends on the available template coverage
- –Complex grading models need careful configuration to match policy
- –Workflow automation scope is narrower than full district platforms
School operations leaders
Run daily attendance and grading periods
Fewer manual reconciliations
K-12 teachers
Enter grades for assigned classes
Cleaner gradebook consistency
Show 2 more scenarios
School office staff
Coordinate parent notifications
Reduced parent follow-up
Send routine student updates through parent-facing notifications tied to school workflow events.
District integrators
Bridge SIS data to school processes
Controlled data sync
Map student and roster data into Teacherease processes to keep daily operations current.
Best for: Fits when K-12 teams want operational workflows in one place, with district SIS handled separately.
FACTS SIS
vertical specialistStudent information and school management platform tailored for faith-based and private schools.
Transcript management keeps academic history coherent across grading periods and schedule changes.
FACTS SIS from factsmgt.com is a school management information system built around day-to-day student, family, and academic record workflows. It covers attendance tracking, gradebook and report card generation, and transcript management for K-12 organizations.
Admin configuration supports role-based access control patterns for district and school staff workflows, with audit-style oversight for key changes. The product also connects to external services through SIS integration approaches used in K-12 deployments.
- +Attendance tracking and gradebook flows stay in one record context
- +Report card generation and transcript management follow consistent academic history
- +Role-based access control supports separating staff duties by workflow
- +SIS integration paths support roster sync use in existing systems
- –Automation and cross-process workflows require careful configuration discipline
- –Fewer integration surface options than large national SIS deployments
Schedulers and academic administrators
Create master schedules and assign staff
Fewer timetable conflicts
Schools and parents
Share grades, attendance, and schedules
Fewer status requests
Show 2 more scenarios
Registrars and school administrators
Maintain enrollment and profile records
Less duplicate entry
Centralize student profiles, enrollment history, admissions data, and daily administrative records in one system.
Teachers and school leaders
Publish consistent term report cards
Repeatable reporting output
Produce grade sets and narrative feedback, then publish term report cards for selected student groups.
Best for: Fits when K-12 teams want a single SIS for student records, grades, and reporting.
Infinite Campus
enterpriseEnterprise student information system serving K-12 public school districts.
Standards-based interoperability support combines OneRoster and SIF compliance for automated roster and data exchange.
Infinite Campus handles student information and core school operations like attendance tracking, gradebook, and report card workflows from one administrative system. Its integration depth shows through roster sync patterns, support for standards-based interoperability such as OneRoster and SIF compliance, and recurring state-reporting data extraction.
- +Strong student record workflows across attendance, grading, and report cards
- +Integration supports roster sync and standards paths like OneRoster and SIF compliance
- +Role-based access control helps limit who can view or edit sensitive records
- +State reporting exports align to the same operational data used in daily tasks
- –Admin configuration requires governance discipline to keep data entry consistent
- –Complex district customizations can slow training for non-technical staff
District technology and data teams
Sync student data with other systems
Less manual data transfer
Attendance staff and school administrators
Record attendance by class period
Shared attendance record
Show 2 more scenarios
Families and school communications
Provide portal access to core records
Common view of updates
Give families portal access to grades and attendance with updates linked to the same records staff use.
School schedulers and district teams
Plan courses and timetables
Published schedules aligned
Create and update course schedules using enrollment and roster context while identifying scheduling conflicts.
Best for: Fits when K-12 districts need a single SIS core with deep interoperability and staff governance.
Skyward
enterpriseSchool administration software combining SIS and ERP for K-12 districts.
Gradebook operations tied to district workflow rules that reduce rework when grades and attendance change mid-term.
Skyward consolidates core school administration workflows into a single student information system experience for K-12 teams.
- +Strong gradebook and attendance workflows built for daily operational use
- +Role-based permissions support segregating duties across student services and academics
- +Reporting outputs cover common district requirements without heavy customization
- +Integration support helps keep rostering and related systems synchronized
- –Workflow configuration can require sustained admin governance to stay consistent
- –Some district-specific reporting views can demand more setup than expected
- –External integration often needs careful mapping between systems
- –Advanced automation may be gated by integration design choices and timing
Teachers and attendance staff
Capture daily attendance by period
Consistent daily records
Schools and guardians
Share attendance and grade progress
Improved day-to-day visibility
Show 2 more scenarios
Schedulers and school administrators
Coordinate student class assignments
Aligned rosters and periods
Manage student schedules and grading periods so class rosters and academic contexts stay aligned.
District registrars and administrators
Centralize enrollment and cumulative records
Shared historical context
Maintain consistent student records with demographic, program, enrollment, and cumulative history across schools.
Best for: Fits when K-12 districts want a single SIS-centered workflow stack with strong operational reporting and managed access.
OpenEducat
SMBOpen source school management system built on Odoo.
Configurable workflow automation for school processes, built around extensible modules rather than fixed district-only screens.
OpenEducat provides school management capabilities focused on academic operations, including student records, scheduling workflows, and attendance processes. The product’s configuration model supports form-driven data capture and workflow automation for routine school tasks.
- +Workflow automation supports administrative sequences without custom code changes
- +Academic operations include scheduling, attendance, and grade workflow coverage
- +Extensibility supports local modules for school-specific processes
- +RBAC-style permissions help separate staff roles across operational areas
- –Configuration effort can be higher than US-centric SIS deployments
- –Advanced reporting and state submissions may require more implementation work
- –Some workflows depend on how local institutes model processes and fields
- –Integration tooling coverage can require add-on work for specific district stacks
Schools and registrar teams
Centralize student and faculty records
More consistent records
School finance teams
Administer student fees and invoices
Centralized billing administration
Show 2 more scenarios
Admissions and enrollment teams
Run admissions and registration workflows
Connected intake process
Move applicants through admissions, enrollment, and registration while keeping connected student record updates.
Teachers and parents
Provide role-based portal access
Shared role-appropriate info
Use portal-style access so teachers, students, parents, and administrators view relevant schedules and grades.
Best for: Fits when districts need configurable academic workflows and integration work beyond a single vendor-delivered workflow set.
SchoolInsight
SMBStudent information and learning management system for small to mid-sized schools.
Event-driven parent notification workflows linked to attendance and discipline events in the same student record.
SchoolInsight ties attendance, discipline, and student records into one workflow for school managers. Bulk operations support common back-office tasks like roster updates and report preparation without jumping between tools.
- +Centralized workflows for attendance, discipline, and student record changes
- +Bulk roster and student updates reduce repetitive admin work
- +Event-driven parent notifications tie messages to student incidents
- +Role-based access and activity visibility support internal governance
- –Automation depth lags tools with broader SIS integration ecosystems
- –Some workflows require careful setup to match local grade and program rules
- –Reporting configuration can take time for non-technical admin staff
- –Fewer built-in advanced scheduling and transport modules than some peers
School administrators and data managers
Maintain student records across departments
Fewer data mismatches
Attendance and discipline coordinators
Track incidents with audit trails
Clear accountability for actions
Show 2 more scenarios
School office staff
Run bulk roster updates quickly
Faster back-office processing
Bulk operations handle roster changes and reporting prep without switching between separate tools.
Family engagement and support staff
Message parents after student events
Timely parent communications
Parent-facing notifications tie to student events so staff can communicate consistently.
Best for: Fits when mid-size K-12 teams want one operational workflow for attendance and discipline with strong internal traceability.
Veracross
enterpriseStudent information system designed for independent schools.
Workflow-driven school operations that centralize admissions-to-student record tasks with configuration-focused execution.
Veracross is a K-12 school management system aimed at institutions that need more than SIS basics for student, family, and staff workflows. Its core capabilities include student information records, admissions and enrollment workflows, and document and data processing tied to school operations.
- +Configurable workflow handling for enrollment and ongoing student operations
- +Admin pages group records and tasks around day-to-day school processes
- +Document workflows support staff review and controlled updates
- +Portal-style family access reduces back-and-forth email for common requests
- –State reporting and integrations can demand more project coordination than SIS-only systems
- –Advanced customization depends on knowledgeable configuration work
- –Less targeted coverage for some district-wide scheduler and rostering edge cases
- –API and integration depth may require planning for data mappings
School data managers
Configure reports and data exports
Reusable operational information
School business offices
Run enrollment-linked tuition billing
Billing tied to records
Show 2 more scenarios
Admissions and family teams
Enable self-service family portal access
Fewer inquiry requests
Show application status, required documents, billing information, communications, and selected student records to families.
School administrators and data stewards
Restrict access to sensitive records
Controlled record access
Use role-based permissions so admissions, academic, finance, and operations staff see and change only appropriate information.
Best for: Fits when K-12 schools want configurable operations workflows plus family portal experiences, not just SIS records.
Fedena
SMBSchool management software for K-12 and higher education.
Term-based report card generation tied to grades and grading periods, with family delivery via the portal.
Fedena is built for K-12 operations that need structured academic records plus family-facing communication in one environment. Attendance tracking and gradebook-style grading workflows support recurring daily and term tasks, while report card generation organizes term outputs for distribution. Parent portal delivery helps staff send updates without manual export cycles.
- +End-to-end admissions to reporting workflow keeps academic and family data aligned
- +Parent portal supports routine notifications without spreadsheets and manual emailing
- +Report card generation covers term outputs for consistent distribution
- +Fee records stay tied to student profiles during day-to-day operations
- –SIS integration depth varies by target system and may require integration work
- –Role setup and permissions need careful governance to avoid overexposure
- –Automation beyond routine workflows can require configuration discipline
- –Some complex scheduling scenarios need process customization
School operations teams
Track attendance and reporting each term
Fewer manual reporting exports
Admissions and registrar teams
Manage student intake and profile updates
Cleaner student data handoffs
Show 2 more scenarios
Parents and front office
Receive updates and academic results
Reduced inbound question volume
The parent portal delivers notifications and term outcomes without repeated staff follow-ups.
Finance operations teams
Coordinate fee tracking with student records
Faster reconciliation
Fee records remain linked to student profiles so ledgers align with academic enrollment changes.
Best for: Fits when mid-size K-12 teams want student records plus parent communication in one workflow.
Gibbon
SMBOpen source school management platform for teachers and administrators.
Workflow templates for recurring student and operational processes that cut manual coordination across school staff.
Gibbon supports core school-management workflows tied to student records, staff assignments, and operational administration for K-12 teams.
- +Workflow-driven student record updates reduce repeated data entry
- +Role-controlled admin screens separate routine operators from sensitive actions
- +Attendance handling supports consistent daily capture and review
- +Built-in reporting covers school-level operational needs
- –Limited visibility into SIS integration patterns compared with major SIS ecosystems
- –Some governance controls need careful setup to avoid role overreach
- –Automation options are more workflow focused than event-driven extensibility
- –Advanced interoperability formats for state integration are not as clearly positioned
School leaders and operations managers
Monitor attendance and enrollment status
Consolidated operational view
Schedulers and school operations teams
Plan classes, rooms, and periods
Centralized timetable planning
Show 2 more scenarios
Administrative and student services teams
Generate certificates and receipts
Standardized document processing
Create certificates, receipts, and other administrative documents from school process data for recurring requests.
Schools and parent communications
Publish updates with permissioned access
Routine status updates
Provide announcements and permissioned access so parents and guardians can view attendance, grades, and notices.
Best for: Fits when K-12 teams need operational SIS workflows and school reporting without deep SIS ecosystem coupling.
Conclusion
After evaluating 10 school manager software, Alma 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 Manager Software
School manager software in K-12 settings replaces spreadsheets and email chains with operational workflows that connect attendance, grading, and family communications. This guide covers Alma, Teacherease, Fedena, FACTS SIS, Infinite Campus, Skyward, SchoolInsight, OpenEducat, Gibbon, and Veracross.
The tools differ in how they handle classroom context, term-based reporting, and district interoperability. Alma emphasizes operational forms that tie directly to attendance and family notifications, while Infinite Campus prioritizes standards-based roster exchange and broader SIS governance.
School Manager Software for K-12 workflows across SIS records, gradebooks, and family communication
School manager software coordinates student information and day-to-day school processes through structured records, grade workflows, and parent or student-facing notifications. Alma and Teacherease focus on keeping attendance and grading updates consistent within shared workflow contexts that reduce mismatched manual edits.
Some tools extend beyond classroom operations into broader interoperability and governance for districts. Infinite Campus pairs standards-based interoperability support with workflow coverage across attendance, grading, and report cards, while Fedena links term-based report card generation to grades and grading periods with family delivery via a portal.
School Manager Software capabilities that drive daily operations and reporting
School manager software matters most when attendance updates, grade changes, and family-facing notifications stay consistent across the same operational workflows. Alma and Teacherease both tie gradebook and attendance workflows to shared classroom or operational contexts to reduce mismatched edits.
These platforms also separate what staff do in-house from what families receive. Tools like Fedena and SchoolInsight use workflow-driven parent delivery so updates originate from the same student record context instead of manual email lists.
Attendance-to-notification workflow connections
Alma connects operational forms and task workflows directly to attendance updates and family notifications. SchoolInsight links event-driven parent notification workflows to attendance and discipline events in the same student record.
Classroom-context gradebook operations
Teacherease keeps attendance and grading workflows inside one classroom roster context to reduce update mismatches. Skyward ties gradebook operations to district workflow rules so mid-term grade and attendance changes generate less rework.
Term-based reporting tied to grading periods
Fedena generates term-based report cards tied to grades and grading periods and delivers them via the portal. Alma also emphasizes consistent outputs from configurable workflows that connect operational forms to attendance and communications.
Transcript management with academic-history coherence
FACTS SIS centers transcript management to keep academic history coherent across grading periods and schedule changes. FACTS SIS also keeps attendance tracking and gradebook flows inside the same record context for academic continuity.
Interoperability for roster and data exchange
Infinite Campus uses standards-based interoperability support that combines OneRoster and SIF compliance for automated roster and data exchange. OpenEducat supports extensible modules for academic workflows and integration work beyond a single fixed workflow set.
Governance controls for role-based staff separation
Skyward includes role-based permissions that support segregating duties across student services and academics. Gibbon uses role-controlled admin screens that separate routine operators from sensitive actions.
How to choose School Manager Software by workflow model, integration depth, and governance
The right choice depends on whether the district needs a single SIS-centered workflow stack or school-first operational workflows paired with a separate district SIS. Alma fits teams that want configurable attendance and communications workflows with API-driven integration to the district SIS. Teacherease fits teams that prefer one operational classroom workflow area while leaving district SIS integration handled separately.
Integration depth and admin governance decide whether the system stays accurate at scale. Infinite Campus targets deep interoperability with standards-based roster exchange and governance for staff training. OpenEducat and Veracross favor configurable workflow execution and can require more coordination for state reporting and integration projects.
Pick the workflow owner for attendance and grade changes
If attendance and grade updates must trigger family notifications inside the same operational context, Alma’s operational forms and task workflows connect directly to attendance updates and family notifications. If classroom staff need gradebook and attendance updates to stay in one classroom roster context, Teacherease keeps both workflows aligned at the classroom level.
Choose the reporting engine tied to grading periods
If report cards must follow grading periods and still deliver consistently to families, Fedena generates term-based report cards tied to grades and grading periods and delivers via the portal. If transcript continuity across schedule changes is the priority, FACTS SIS emphasizes transcript management that keeps academic history coherent across grading periods.
Decide how much interoperability automation must be built-in
If roster sync and standards-based interoperability drive the procurement decision, Infinite Campus supports automated roster and data exchange via OneRoster and SIF compliance. If extensibility and module-based workflow automation matter more than standards-centric roster exchange, OpenEducat provides configurable workflow automation built around extensible modules.
Set governance expectations for role control and configuration discipline
If the district needs explicit role-based permissions for segregating duties, Skyward provides role-based permissions across student services and academics. If the organization plans to use workflow templates and role-controlled admin screens, Gibbon separates routine operators from sensitive actions but still needs careful governance setup.
Plan for mid-term workflow changes without rework
If grade changes and attendance changes happen mid-term and rework must be reduced, Skyward ties gradebook operations to district workflow rules that account for these changes. If the operation focuses on recurring coordination across school staff, Gibbon uses workflow templates for recurring student and operational processes to cut manual coordination.
Validate state reporting and integration project coordination
If state reporting and integration must align quickly with a district-wide program, Infinite Campus targets strong student record workflows across attendance, grading, and report cards alongside interoperability. If state reporting and integrations require more project coordination than SIS-only systems, Veracross can demand knowledgeable configuration work for advanced customization.
Who should buy School Manager Software for K-12 workflows
School manager software fits teams that need repeatable workflows across student records, attendance tracking, and family communications. The best fit depends on whether the team wants classroom-centric operations, SIS-centered workflow stacks, or configurable workflow automation beyond a fixed district workflow set.
The strongest candidates also align governance expectations with actual staffing roles. Tools that provide role control for routine versus sensitive actions reduce the chance that daily operators change student record fields outside approved workflows.
K-12 districts prioritizing standards-based interoperability
Infinite Campus supports automated roster and data exchange using OneRoster and SIF compliance and keeps student record workflows aligned across attendance, grading, and report cards.
Schools and mid-size teams building repeatable attendance and communications processes
Alma supports configurable attendance and family notifications with operational forms and task workflows that connect directly to attendance updates. SchoolInsight adds event-driven parent notification workflows tied to attendance and discipline in the same student record.
Organizations that need term-based report cards and portal delivery
Fedena generates term-based report cards tied to grades and grading periods and delivers them via the portal to support routine family updates.
Teams focused on transcript continuity across schedule changes
FACTS SIS centers transcript management to keep academic history coherent across grading periods and schedule changes while maintaining attendance and gradebook flows in one record context.
Districts that require role separation for day-to-day operational staff
Skyward includes role-based permissions that support segregating duties across student services and academics. Gibbon’s role-controlled admin screens separate routine operators from sensitive actions.
Common pitfalls when selecting School Manager Software for K-12
Many failed implementations come from assuming workflow alignment happens automatically when integration and governance work are still needed. Alma can require ongoing data mapping to align configurable attendance and communications workflows with a district SIS, and Teacherease can need setup work for SIS data alignment.
Other failures come from choosing workflow automation without confirming which reporting outputs and governance controls are covered early. SchoolInsight’s automation depth can lag tools with broader SIS integration ecosystems, and Veracross can demand more project coordination for state reporting and integrations than SIS-only systems.
Selecting a tool for workflow features but underestimating SIS data-mapping effort
Alma’s configurable workflows can require ongoing data mapping to align with a district SIS. Teacherease can require setup work for district data alignment to keep the classroom workflow context accurate.
Assuming reporting outputs stay consistent without template or configuration coverage
Teacherease advanced reporting depends on available template coverage, so missing templates can force extra work. FACTS SIS can need additional configuration discipline to keep automation and cross-process workflows consistent.
Treating role controls as a one-time setup instead of a governance workflow
Skyward workflow configuration requires sustained admin governance to stay consistent, especially during mid-term operational changes. Gibbon governance controls need careful setup to avoid role overreach.
Under-scoping integration coordination for standards and state outputs
Infinite Campus can involve admin configuration governance discipline to keep data entry consistent. Veracross can demand more project coordination for state reporting and integrations than SIS-only systems.
Buying a configurable workflow platform without a clear plan for advanced customization
OpenEducat can require higher configuration effort than US-centric SIS deployments, which can delay reporting readiness. Veracross advanced customization depends on knowledgeable configuration work that can extend implementation timelines.
How We Selected and Ranked These Tools
We evaluated Alma, Teacherease, Fedena, FACTS SIS, Infinite Campus, Skyward, SchoolInsight, OpenEducat, Gibbon, and Veracross using feature coverage at 40 percent, operational ease at 30 percent, and value at 30 percent. Features emphasized how attendance tracking, gradebook workflows, and report generation connect to the same operational record context and how parent notifications are delivered. Ease emphasized how quickly admin configuration supports day-to-day usage with governance controls and role separation in place.
Value emphasized how much workflow automation reduces manual coordination for routine processes and how much work is required to keep outputs consistent. Alma earned the top rank because its operational forms and task workflows connect directly to attendance updates and family notifications while its configurable forms reduce dependence on custom software development.
Frequently Asked Questions About School Manager Software
How does Alma handle attendance updates and family notifications in one workflow?
What integration and data-exchange approach differs between Infinite Campus and Skyward?
When does SchoolInsight’s event-driven notification model become harder than a schedule-based approach?
Which tool centralizes transcript management so historical records stay coherent across grade changes?
What breaks when district SIS governance expects role-based access control, but a school manager tool lacks strong audit traceability?
How does Teacherease reduce mismatched updates between attendance, gradebook workflows, and scheduling?
Where does OpenEducat’s extensibility show up in day-to-day operations compared with fixed workflow screens?
How do data migration and roster sync expectations differ for Gibbon compared with Alma?
What tradeoff occurs when choosing Veracross for admissions-to-record operations instead of a tool that focuses on SIS basics?
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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