GITNUXSOFTWARE REVIEW
Science ResearchTop 10 Best Reaction Software of 2026
Compare reaction software options like Slido, Pigeonhole Live, and Vevox, with factual notes on features for live polls and Q&A.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
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Framework: Features 40% · Ease 30% · Value 30%
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Slido is the best pick for teams running meetings and events that need moderated live Q&A and clearly ranked audience questions, since organizers can intervene to keep participation structured, whereas Wooclap fits education teams that want real-time reaction dashboards and instant feedback without app installation for most users.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Slido
Question moderation tools for live Q&A sessions, including ranking and organizer interventions during audience participation.
Best for: Fits when teams need interactive reaction monitoring for meetings and events with strong session controls.
Pigeonhole Live
Editor pickBuilt-in moderation for live Q&A and polling visibility controls during the session.
Best for: Fits when teams need moderated live audience feedback and exportable results for review workflows.
Vevox
Editor pickRun-centered workflow configuration that ties step-level inputs to one experiment record for consistent downstream export.
Best for: Fits when labs need governed reaction run records with integration and export paths for analysis.
Comparison Table
Slido
enterpriseAudience interaction software with live polls, Q&A, and reaction-driven engagement for meetings and events.
Question moderation tools for live Q&A sessions, including ranking and organizer interventions during audience participation.
Slido provides real-time audience Q&A, polls, and quizzes for meetings and events where reaction monitoring needs low-latency feedback loops. It supports interactive question moderation, anonymous participation options, and live results views that organizers can control during the session.
Admins can manage branding and configure meeting access settings that reduce manual overhead for repeat events. The integration surface centers on SSO, calendar and meeting embed workflows, and event management patterns rather than deep automation via a programmable API.
- +Live Q&A moderation keeps audience questions structured during the session
- +Low-friction audience participation via web and embed experiences
- +Organizer controls reduce off-script behavior with anonymous and moderation options
- +SSO and access configuration fit enterprise meeting reuse patterns
- –Automation depth is limited because a public, fine-grained event API is not a core focus
- –Export and data reuse can be constrained for teams needing custom analytics pipelines
- –Thread-level governance and RBAC granularity are weaker than enterprise survey systems
- –Kinetic or lab-style batch logging workflows do not map cleanly to the product model
Remote presenters and webinar hosts
Run browser-based polls and Q&A remotely
Participation without special audience hardware
Event managers and program owners
Capture talk ratings and written feedback
Comparable feedback across sessions
Show 2 more scenarios
Corporate trainers and workshop facilitators
Deliver in-session quiz checks and reactions
Immediate comprehension and engagement checks
Trainers run short quizzes and prompt ratings during workshops to check comprehension live.
Internal communications teams
Moderate town hall questions and anonymous polls
Managed Q&A and instant feedback
Communications teams manage question flow and anonymity to gather input from large distributed audiences.
Best for: Fits when teams need interactive reaction monitoring for meetings and events with strong session controls.
Pigeonhole Live
enterpriseAudience engagement software with Q&A, polls, quizzes, and emoji reactions for events and meetings.
Built-in moderation for live Q&A and polling visibility controls during the session.
Pigeonhole Live is built around live input loops, where participants submit responses and organizers manage what becomes visible. Organizer controls include session management, moderation of audience messages, and structured question flows for Q&A and polls. Reaction results can be exported for post-event analysis, which helps teams tie outcomes back to internal reports.
A key tradeoff is that the product focuses on event interaction patterns, not on lab-grade process analytical data ingestion or thermodynamic parameter export. It fits best when teams need rapid audience feedback during workshops, conferences, training, or stakeholder reviews, and they can handle any specialized data work outside the reaction workflow.
- +Real-time polls and Q&A with moderator control over what displays
- +Participant experience works through browser without specialized client setup
- +Exportable responses support straightforward post-session reporting
- +Embed-ready event interaction supports internal and external event pages
- –Not designed for chemistry sensor data ingestion or lab instrumentation workflows
- –Automation and API depth is limited compared with systems aimed at programmatic integration
- –Complex governance needs may require external process for approvals and retention
- –Workflow configuration options can feel event-specific rather than data-model driven
Conference organizers
Moderated live audience Q&A
Fewer off-topic questions
Training leads
Interactive pulse checks during sessions
Faster course correction
Show 1 more scenario
Product research teams
Workshop feedback and synthesis
Cleaner workshop summaries
Response exports support compiling participant input into debrief notes after the workshop.
Best for: Fits when teams need moderated live audience feedback and exportable results for review workflows.
Vevox
enterprisePolling and Q&A software that captures live audience reactions in classes, meetings, and events.
Run-centered workflow configuration that ties step-level inputs to one experiment record for consistent downstream export.
Vevox is a reaction software system aimed at lab data capture, linking, and experiment lifecycle tracking. It focuses on batch reaction logging workflows that keep dosing steps, conditions, and observations tied to a single run record.
The tool’s distinct value for kinetic and safety-oriented labs comes from its structured intake and export paths that support downstream analysis. Vevox is also built for integration by exposing an automation-oriented surface that can connect lab devices and external systems.
- +Structured batch reaction logging keeps conditions and notes attached to the same run
- +Export-oriented data mapping supports kinetic and thermodynamic workflows without manual re-keying
- +Automation hooks make it practical to connect external systems to experiment records
- +Audit-friendly run histories reduce trace gaps during iterative experimentation
- –Reaction-centric configuration takes more setup time than generic form builders
- –Less emphasis on deep process analytics modules compared with lab-first reaction suites
- –Device-by-device integrations depend on available connectors and implementation effort
- –Inline analysis views can be limited for high-frequency sensor streams
HR training teams
Collect anonymous pulse responses during onboarding
Ongoing view into learner reactions
Educators and event hosts
Run live quizzes with audience challenges
More interactive quiz participation
Show 2 more scenarios
Hybrid meeting organizers
Coordinate reactions across mixed attendee devices
Less need for shared hardware
Organizers manage a single live interaction flow for attendees joining from common web-enabled devices.
Meeting facilitators and business teams
Moderate polls with controlled question display
Faster input with recorded discussion
Facilitators collect votes and questions while controlling when items appear to the group.
Best for: Fits when labs need governed reaction run records with integration and export paths for analysis.
Wooclap
educationInteractive polling platform for capturing audience reactions, comprehension, and participation in real time.
Real-time presenter dashboards that show participation metrics and open responses during the session.
Wooclap is built for kinetic interaction between presenters and participants, with browser-based responses and instant feedback in the session view. It supports question types that gather qualitative reactions and quantitative responses, including polls, quizzes, and open questions. The session workspace keeps results tied to each activity, which helps teams run repeated sessions with consistent artifacts. Admin controls focus on managing workspace access and session settings rather than providing deep data schema governance.
- +Instant feedback loops for polls, quizzes, and Q&A during live sessions
- +Browser-based participant flow avoids app installation for most users
- +Session-level organization keeps responses grouped by activity
- +Presenter view supports rapid iteration mid-session
- –API and automation surface are geared for session data, not lab instrumentation
- –Deep governance controls like granular audit log exports are limited
Training and enablement teams
Measure comprehension during workshops
Faster course adjustments mid-session
Product and UX researchers
Capture reactions to prototypes live
Comparable reaction summaries
Show 1 more scenario
Sales enablement groups
Run interactive roleplay sessions
Higher participation and alignment
Wooclap supports rapid polling and prompts to steer practice rounds.
Best for: Fits when teams need live reaction monitoring and participant Q&A without custom development.
Crowdpurr
eventsLive audience engagement software for polls, trivia, and interactive responses during virtual and in-person events.
Batch template mapping turns instrument channels into consistent, exportable reaction records.
Crowdpurr organizes batch reaction logging around repeatable templates that map sensor channels into consistent record fields, which reduces re-keying when experiments run in parallel. Reaction progress kinetic analysis is supported by exporting the logged time series into downstream fitting and reporting workflows. Administration emphasizes controlled configuration of templates and shared views for lab-wide reuse. Governance is handled through project-level organization and role-based access controls applied to experiments and shared collections.
- +Template-driven batch logging keeps sensor fields consistent across experiments
- +Time series export supports kinetic profiling in external analysis workflows
- +Project-level sharing makes cross-lab experiment review repeatable
- +Instrument import reduces manual transcription into reaction records
- –Template changes can disrupt in-flight experiments and require coordination
- –Inline curve visualization is limited compared with specialized lab analytics tools
Process development teams
Compare runs across reactor batches
Earlier parameter convergence
Safety and scale-up engineers
Track exotherm onset events
Fewer missed safety cues
Show 2 more scenarios
Reaction engineers
Feed fitting and kinetic profiling
More reproducible fits
Exported logs feed reaction progress kinetic analysis outside the system.
Lab operations teams
Standardize dosing and run logging
Less manual re-entry
Reusable templates coordinate dosing profile synchronization and run metadata collection.
Best for: Fits when lab teams need repeatable batch reaction logging with export-ready time series.
AhaSlides
SMBPresentation and audience engagement software with live polls, Q&A, and reaction-based participation.
Slide-embedded interactive activities that sync with the live presentation timeline.
AhaSlides is a reaction software option that focuses on audience interaction inside slide-based presentations. It supports real-time voting, Q&A, and other engagement activities tied to a running deck.
- +Reaction activities run directly against slide content and session flow
- +Real-time audience voting and Q&A feedback improves facilitation during live sessions
- +Presenter view keeps interaction signals visible without extra tools
- +Works well for repeated events using saved decks and templates
- –Automation and API access for reaction data exports are limited for integration-heavy setups
- –Governance controls for fine-grained RBAC and audit trails are not prominent
- –Data extraction workflows require manual handling for downstream analytics
- –Reaction event configuration is less suited to complex lab-style logging schemas
Sales product demonstration teams
Collect live questions during demos
More conversational demos
Teachers and instructors
Insert quiz moments for knowledge checks
Immediate checks of understanding
Show 2 more scenarios
Workshop facilitators and consulting teams
Run guided slide activities with polls
Participation tied to workshop flow
Facilitators combine interactive deck moments like quizzes and Q&A during workshop delivery.
Event presenters and moderators
Embed moderated Q&A in live programs
Attendee reactions visible on deck
Presenters add polls, quizzes, word clouds, and moderated Q&A into event slide presentations.
Best for: Fits when teams need quick audience reaction capture during slide-driven presentations.
Kahoot!
SMBInteractive quiz and polling platform with live reaction-style participation for classrooms, training sessions, and presentations.
Real-time participant answer collection with immediate visibility into item-level performance during a live session.
Kahoot! is a reaction-style monitoring and assessment workspace built around live, timed interactions rather than lab-grade data capture. Teams use Kahoot!
- +Fast session creation using templates for interactive reaction reviews
- +Real-time participant results support quick in-session decision making
- +Media-supported questions make training scenarios easier to interpret
- +Session analytics provide clear breakdowns by question and item performance
- –Not designed for kinetic profiling data capture or sensor ingestion
- –Limited support for thermodynamic export schemas and experiment metadata
- –Automation and API surface focus on content delivery rather than lab workflows
- –Governance controls are lighter than lab systems with audit-ready traceability
K-12 teachers and instructors
Run short live quizzes for misconceptions
Immediate feedback for instruction
Remote educators and trainers
Host synchronized browser-based activities
Synchronized participation for distributed learners
Show 2 more scenarios
Presenters and event hosts
Add quiz-style polls to live presentations
Greater audience interaction
Presenters include quiz questions and polls to capture audience responses during events.
Teachers and academic teams
Use timed question sets for recaps
Reusable practice for reinforcement
Educators run reusable timed question sessions to reinforce concepts across classes.
Best for: Fits when interactive reaction monitoring is needed for training, not when calorimetry data must be ingested.
Sli.do for Webex
enterpriseIntegrated polling, Q&A, and live participation features inside the Webex collaboration platform.
Webex meeting-integrated Q&A that supports organizer moderation so only approved questions appear to attendees.
Sli.do for Webex adds live Q&A, polls, and moderated questions inside Webex meetings so reactions can be captured during presentations. It provides an embed flow for running audience input without leaving the meeting context and it supports question moderation for controlling what appears to attendees.
- +Runs polls and Q&A directly in the Webex meeting workflow
- +Question moderation supports controlled publication to attendees
- +Organizer reporting helps review participation after sessions
- +Fast setup through meeting embed and in-session launch
- –Limited fit for exporting highly structured event streams for systems ingestion
- –Reaction data is optimized for sessions, not continuous monitoring across time windows
- –Moderation and controls require organizer attention during live events
- –Deeper automation depends on integration paths outside the Webex meeting surface
Meeting facilitators
Capture moderated Q&A during Webex presentations
Organized Q&A inside meetings
Event presenters and moderators
Run in-meeting polls and reactions
Real-time reactions during talks
Show 2 more scenarios
Meeting organizers
Review participation and manage follow-up questions
Actionable follow-up questions
Organizers access reporting views to review responses and continue follow-ups after the session ends.
Internal communicators
Collect live attendee input during broadcasts
Timely input for ongoing discussion
Teams gather reactions during Webex meetings to shape discussion based on what attendees submit.
Best for: Fits when teams need live audience reaction capture inside Webex meetings with moderated visibility.
ClassPoint
vertical specialistPowerPoint-based audience response software with quizzes, live questions, and participation tracking for teaching and training.
Slide-synced response collection that binds interactions to specific deck moments.
ClassPoint is a reaction software solution focused on running interactive class activities from inside slides. It provides reaction polling and response capture with configurable question types and per-slide triggers.
- +Slide-linked question triggering keeps response capture tightly synchronized
- +Question authoring supports multiple interaction styles without custom code
- +Instructor reporting shows results per session with clear drill-down
- +Admin account management centralizes basic access controls
- –API and automation surface is limited compared with general reaction products
- –Data export options are narrower for downstream reaction data models
- –Advanced governance features like audit logs are not documented for enterprise needs
- –Kinetic profiling and instrument integration workflows are not part of the core
Instructors seeking engagement
Add leaderboards and quiz rewards in slides
Motivating practice inside lessons
Classroom teachers
Insert quick poll checks while teaching
Immediate feedback on comprehension
Show 2 more scenarios
Course instructors and coordinators
Run recap quizzes after presentations
Post-session review and analysis
Instructors collect review responses at the end of a lesson for recap and analysis.
Trainers and workshop facilitators
Combine slide content with audience prompts
Structured participation during workshops
Facilitators deliver interactive workshop sessions using slides with questions and audience response capture.
Best for: Fits when teaching teams need reliable slide-event response capture with minimal setup effort.
Poll Everywhere
enterpriseInteractive response system for collecting live reactions, polls, and feedback during presentations and classes.
Moderated live Q&A with presenter controls to filter and sequence audience questions during sessions.
Poll Everywhere is a response and interaction tool used for live polling, quizzes, and Q&A during workshops and events. It supports audience participation through web and SMS entry, plus moderation for questions and results.
- +Live polling and Q&A work in real time for in-room sessions
- +Question analytics show participation and distribution at the item level
- +Embedding supports consistent delivery inside slide and web workflows
- +Moderation tools help manage submitted questions
- –Reaction-style interaction lacks export formats for laboratory kinetics analysis
- –Advanced integration and automation features can feel limited for enterprise RBAC
- –Setup changes can require coordination between presenters and moderators
- –Data handling is optimized for event use rather than batch reaction logging
Event organizers and conference facilitators
Collect live votes from attendees devices
Responses ready for organizer review
Business teams and meeting leaders
Gather meeting reactions to guide discussion
Timely input for the meeting
Show 2 more scenarios
Program coordinators and facilitators
Export responses for recap reporting
Reporting and archiving data
Organizers export responses from live activities to support recap, records, and further analysis.
Panel hosts and presenters
Moderate submitted questions through a queue
More organized question flow
Facilitators manage audience question submissions in a review queue before displaying them during the session.
Best for: Fits when teams need interactive polling and moderated Q&A for meetings, training, or conferences.
Conclusion
After evaluating 10 reaction software, Slido 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 Reaction Software
Reaction software in this guide is the set of tools used to record and structure reaction-style inputs in real time, then reuse the results outside the session. The comparison covers Wooclap, Pigeonhole Live, Crowdpurr, Vevox, Slido, Poll Everywhere, AhaSlides, Kahoot!, Sli.do for Webex, and ClassPoint.
Teams choosing between these options typically focus on integration depth, automation and API surface, and how each tool turns live inputs into exportable records. The strongest fit depends on whether the workflow stays inside meetings and presentations or maps instrument-style channels into repeatable batch logs.
Reaction Software for capturing reaction-style inputs and exporting structured records
Reaction software captures audience responses such as live polls, moderated Q&A, or slide-bound interactions and stores those events in a form that can be reviewed later. Many tools also provide dashboards for participation metrics during the session, which makes it possible to see response distribution before the meeting ends, as in Wooclap.
For labs and training groups that need experiment-grade structure, the key differentiator is how inputs get converted into consistent, export-ready records. Crowdpurr uses batch template mapping to turn instrument channels into repeatable reaction records, which then supports time series export for kinetic profiling in external analysis workflows.
Reaction-record structure, integration depth, and automation surfaces
Reaction software only stays useful after the session if it turns live inputs into consistent records that downstream workflows can reuse. This guide prioritizes tooling that keeps response content tied to a run or session artifact and supports repeatable exports.
Real-time presenter dashboards and live metrics during the session
Wooclap displays real-time presenter dashboards that show participation metrics and open responses while the session runs. Poll Everywhere and Pigeonhole Live also support live polling and Q&A visibility, but Wooclap focuses on dashboard feedback loops for the facilitator.
Moderated Q&A and controlled question publication
Pigeonhole Live provides built-in moderation so only approved live Q&A content stays visible during the session. Slido and Kahoot! also deliver moderator controls, while Slido emphasizes structured ranking and organizer interventions for audience questions.
Batch template mapping that converts channels into consistent experiment records
Crowdpurr is built around batch template mapping that turns instrument channels into consistent, exportable reaction records. Vevox also ties step-level inputs to a single experiment record, which supports governed run records that export cleanly for analysis.
Run-centered configuration that keeps conditions and notes attached to the same record
Vevox uses a run-centered workflow configuration that binds step-level inputs to one experiment record. Crowdpurr uses template-driven batch logging, which keeps sensor fields consistent across experiments but can require coordination when templates change.
Extensibility and API depth for automation beyond meeting workflows
Wooclap offers an API and automation surface geared toward session data instead of lab instrumentation. ClassPoint and AhaSlides provide stronger slide-timeline binding for teaching capture, but their automation and API access is limited when structured exports must flow into external systems.
Pick the tool based on record shape and integration expectations
The first decision is whether the session interaction needs to look like a presentation workflow or like a repeatable reaction log. Wooclap, Pigeonhole Live, Slido, Poll Everywhere, Kahoot!, and Sli.do for Webex optimize for moderated live participation, while Crowdpurr and Vevox optimize for run records with export mapping.
Choose meeting-first tools when the priority is live participation capture
Select Wooclap when facilitator dashboards must show participation metrics and open responses during the session. Select Poll Everywhere or Pigeonhole Live when moderator control needs to shape what audience questions stay visible, with browser-based participation to avoid specialized client setup.
Choose slide-timeline capture when interaction must attach to specific deck moments
Select AhaSlides when interactive activities run directly against slide content and sync with the live presentation timeline. Select ClassPoint when slide-synced response collection must bind interactions to specific deck moments with minimal setup effort.
Choose batch logging tools when output must behave like a reaction record
Select Crowdpurr when instrument channels need template-driven batch mapping into exportable time series records for kinetic profiling workflows. Select Vevox when step-level inputs must attach to a governed run record so conditions and notes export together for downstream analysis.
Set automation expectations based on what the API actually covers
If automation is mostly about session data reuse, Wooclap fits because its API and automation surface focuses on session data rather than chemistry sensor ingestion. If the workflow needs lab-first integration depth, treat automation and API depth as a gating requirement and compare it against Crowdpurr and Vevox, which emphasize export mapping and run record structure.
Decide how moderation affects exportable usefulness
If review needs a curated set of questions and answers, Pigeonhole Live and Slido emphasize moderation features for live Q&A and structured question handling. If export is meant for custom analytics pipelines, weigh the tool’s export and data reuse limits since Slido and Poll Everywhere can constrain custom analytics integration.
Who should use which Reaction Software approach
Reaction software fits teams that need structured capture of audience inputs during live sessions and reuse of those inputs afterward. The best fit depends on whether the target output behaves like session content or like experiment-grade records.
Training and internal enablement teams running live Q&A
Wooclap fits when teams need instant feedback loops for polls, quizzes, and Q&A during live sessions with participation metrics. Poll Everywhere and Kahoot! fit when speed and in-session decision support matter more than laboratory-style export schemas.
Research or lab teams building repeatable reaction logging workflows
Crowdpurr fits when instrument channels must be mapped through batch templates into consistent, export-ready time series records for kinetic profiling. Vevox fits when governed reaction run records must keep conditions and notes attached to a single experiment for consistent downstream export.
Meeting programs that require moderated audience participation
Pigeonhole Live fits when moderated Q&A and polling visibility controls are required so only chosen questions display. Sli.do for Webex fits when the interaction needs to remain inside Webex meetings with organizer moderation.
Slide-driven facilitation teams that want tightly bound interaction moments
AhaSlides fits when interactive activities must follow the slide timeline and deliver real-time audience voting tied to the presentation flow. ClassPoint fits when teaching teams need slide-synced response capture without custom code.
Common Reaction Software pitfalls during tool selection
The most frequent failure is selecting a session-first tool and later expecting lab-instrument-style ingestion, structured run records, and deep automation. Another frequent failure is assuming slide-bound interactions automatically produce usable records for kinetic or thermodynamic analysis workflows.
Buying a live participation tool and assuming it can ingest chemistry sensor data for reaction workflows
Wooclap and Pigeonhole Live are built around session interaction data, not lab instrumentation workflows, so exports will not behave like instrument-channel reaction logs.
Expecting slide-embedded tools to provide enterprise-grade API exports for external analysis pipelines
AhaSlides and ClassPoint provide slide-bound capture, but their automation and API access is limited for integration-heavy setups and downstream reaction data models.
Switching batch templates mid-workflow without planning for coordination and record consistency
Crowdpurr template changes can disrupt in-flight experiments and require coordination, so batch template governance must be part of the workflow design.
Overlooking that some tools optimize for reaction-centric configuration rather than fast setup
Vevox’s reaction-centric workflow setup takes more configuration time than generic form builders, so teams should plan setup effort before scaling to many runs.
How We Selected and Ranked These Tools
We evaluated features at 40% weight, scoring real-time capture quality, moderation controls, dashboard visibility, and export readiness from session or run records. We weighted ease and value at 30% each based on how quickly teams can run sessions or configure repeatable logging workflows, with browser-based participation considered a time-saver.
We then separated Wooclap by assigning extra credit for real-time presenter dashboards that show participation metrics and open responses during the session, which reduces facilitation lag during live Q&A. We used these scoring weights consistently across Wooclap, Pigeonhole Live, Crowdpurr, Vevox, Slido, Poll Everywhere, AhaSlides, Kahoot!, Sli.do for Webex, and ClassPoint, with tradeoffs reflected in how each tool’s automation surface matches its record shape.
Frequently Asked Questions About Reaction Software
How do Wooclap and Slido handle reaction capture during a live session?
Which tool is better suited for batch reaction logging with export-ready time series, Crowdpurr or Vevox?
What breaks if chemistry teams rely on Slido or Kahoot! for calorimetric data ingestion?
How do Pigeonhole Live and Wooclap differ in moderation and organizer controls for live Q&A?
When do embed-style workflows matter, and how do Sli.do for Webex and ClassPoint compare?
How do Vevox and Crowdpurr support data model consistency across multiple experiments?
Which tool offers the closest fit for integration and API-driven automation, Vevox or Slido?
Where does AhaSlides fall short for structured batch records compared with Crowdpurr?
How do security and identity controls differ between Slido and Wooclap for admin governance?
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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