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Manufacturing EngineeringTop 10 Best Parts Software of 2026
Top 10 parts software roundup ranks Akeneo, Fullbay, ALLDATA, and other tools with evaluation criteria for parts teams and buyers.
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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Akeneo is the go-to choice for governed PIM workflows that need channel-ready parts data and API exports, while Fullbay fits auto teams that want parts selection to stay consistent with their estimate workflow, and OpenBOM is the smarter pick if you organize part records around BOM structures and revisions.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Akeneo
PIM workflow staging with configurable validation gates that control when enriched part records become publishable.
Best for: Fits when teams need a governed PIM workflow and API exports for multi-channel parts catalogs.
Fullbay
Editor pickEstimate-linked parts line items preserve the chosen compatibility context through quoting steps.
Best for: Fits when auto teams want faster parts selection tied to estimate workflow consistency.
ALLDATA
Editor pickVIN-scoped parts selection paired with replacement-chain logic for outdated part numbers.
Best for: Fits when dealer teams prioritize VIN-based lookup and need consistent supersession mapping across counter and shop.
Comparison Table
Akeneo
enterpriseProduct information management software for centralizing attributes, catalogs, and channel-ready data.
PIM workflow staging with configurable validation gates that control when enriched part records become publishable.
Akeneo is used for parts-centric product information management where interchange mappings, fitment-related attributes, and dealer-ready descriptions must stay consistent across updates. The model supports rich attribute structures, language variants, and staged workflows so teams can prevent incomplete part records from reaching storefronts or dealer price files. Automation is practical through scheduled imports and API-driven synchronization patterns used by PIM-to-ERP and PIM-to-DMS connector workflows.
A tradeoff appears in governance effort because high-quality parts catalogs require disciplined attribute configuration, validation rules, and review states before publishing. Akeneo fits when an auto parts team needs a central authoring and validation layer for part master data, then exports it repeatedly to multiple sales channels that require consistent field mapping.
- +Strong attribute modeling for controlled parts data enrichment
- +Staged publishing workflows to reduce bad data reaching channels
- +Scriptable imports and API-driven sync for ongoing catalog updates
- +Role-based governance and audit trails for multi-editor teams
- –Requires careful attribute and workflow configuration to avoid data drift
- –Built mainly for PIM tasks, not warehouse inventory or pricing math
- –Complex multi-system mapping can take longer than ad-hoc spreadsheets
- –Advanced automation often depends on integrations and custom logic
Product data managers
Maintain dealer-ready part attributes
Fewer incorrect part records
Integration teams
Automate exports to ERP systems
Lower manual catalog work
Show 2 more scenarios
Catalog operations teams
Coordinate multi-language parts content
Faster localization updates
Language-scoped fields and controlled states support consistent part descriptions across sales channels.
Dealer program managers
Standardize records across dealers
More consistent dealer listings
Governed edits reduce drift when multiple teams contribute to shared part information.
Best for: Fits when teams need a governed PIM workflow and API exports for multi-channel parts catalogs.
Fullbay
vertical specialistCloud software for heavy-duty repair shops with parts inventory, purchasing, and work-order management.
Estimate-linked parts line items preserve the chosen compatibility context through quoting steps.
Fullbay targets auto shops and multi-location teams that need faster parts selection tied to a repair work order. The core workflow emphasizes matching vehicle context to specific parts and then carrying that chosen line item forward into quoting and dispatch steps. The practical value appears in how parts decisions can be repeated consistently across technicians and counters, with less reliance on individual memory. Fullbay also supports export paths that help move chosen items into downstream operational processes.
A key tradeoff is that teams relying on deep ERP synchronization and formal EDI document handling may need additional integration work beyond parts lookup. Fullbay fits best when vehicle-to-part selection speed matters most and when operations staff want fewer spreadsheets for compatibility checks. It also fits when a single team owns both the research workflow and the estimate-to-procedure handoff, so selected parts stay traceable.
- +Shop workflow keeps chosen parts attached to estimate decisions
- +Guided compatibility reduces repeated manual cross-reference steps
- +Supports multi-user use for counters and service-adjacent staff
- +Export paths help move selected items into operational follow-through
- –Deep ERP and inventory automation requires integration effort
- –Interchange and supersession logic can still need review by staff
- –Advanced procurement document workflows may not be native end-to-end
- –Catalog tuning for edge cases depends on disciplined operations
Parts counter teams
Rapid lookup during customer intake
Fewer lookup delays
Service writers
Parts confirmation for repair planning
Cleaner estimate handoffs
Show 2 more scenarios
Multi-location operations
Standardize part selection across shops
More repeatable quoting
Consistent selection steps reduce variation between counters and technicians.
Aftermarket sourcing teams
Confirm alternates under interchange logic
Faster alternate decisions
Interchange-aware selection helps compare options while staying connected to a repair plan.
Best for: Fits when auto teams want faster parts selection tied to estimate workflow consistency.
ALLDATA
enterpriseAutomotive repair information and parts catalog platform.
VIN-scoped parts selection paired with replacement-chain logic for outdated part numbers.
ALLDATA’s parts catalog experience is tightly coupled to vehicle identification steps, with VIN decoding and vehicle selection used to scope the parts list before cross-references. Cross-reference and supersession mapping helps handle replacement paths when a direct catalog number is outdated. For teams that run a dealer management system or a parts counter workflow, the value is in pushing correct candidate parts forward after identification rather than starting from a static part number search.
A practical tradeoff appears when a team needs vendor-neutral feeds or DIY catalog reshaping since the workflow is more centered on ALLDATA’s internal part and vehicle selection model. The best fit is stores that already standardize around vehicle-first lookup and need consistent supersession interpretation across technicians and counter staff.
- +VIN-driven parts lists reduce wrong-part selections at the counter
- +Supersession chains keep replacement logic consistent across sessions
- +Vehicle research and parts lookup stay connected in one workflow
- +Integration options support catalog use inside dealer ecosystems
- –Best results require teams to follow its vehicle-first lookup flow
- –Exporting custom data structures can be harder than feed-first catalogs
- –Cross-reference results depend on vehicle context selections
- –Admin tasks can be involved when aligning catalog and pricing files
parts counter teams
Replace superseded parts by VIN
Fewer wrong-part returns
dealer operations analysts
Standardize replacement interpretation
Lower correction workload
Show 1 more scenario
IT teams for dealer systems
Connect catalog content to DMS workflows
Reduced manual re-entry
IT uses ALLDATA integration options to route catalog lookups into existing dealer order flows.
Best for: Fits when dealer teams prioritize VIN-based lookup and need consistent supersession mapping across counter and shop.
OpenBOM
API-firstCloud BOM and parts management software for product structures, suppliers, and revisions.
RBAC plus audit history on part items and BOM changes for controlled engineering and procurement collaboration.
OpenBOM is a parts data and workflow system built around collaborative part records, controlled access, and bill-of-materials handling. It supports BOM import, central part master entries, and linkages from BOM lines to internal part items for ongoing procurement and fulfillment use cases.
- +Strong BOM import workflow for maintaining a shared parts master
- +API supports system integration for provisioning and data synchronization
- +RBAC and audit history support controlled cross-team part changes
- +Configurable workflows reduce manual status tracking on part items
- –Requires onboarding to map part identities and maintain cross-references
- –Not a pure heavy-duty parts catalog with broad third-party interchange coverage
- –Advanced automation needs careful configuration to avoid workflow drift
- –Complex BOM structures can require iterative cleanup after import
Best for: Fits when teams need governed BOM-driven part records with API-backed integrations.
R.O. Writer
SMBAutomotive repair shop management software with parts ordering, inventory, estimates, and invoicing.
Regeneration of parts outputs from configured interchange and cross-reference rules, with traceable edit history.
R.O. Writer manages automotive parts information by generating and maintaining parts documentation and outputs tied to interchange and fitment context. The workflow centers on importing parts content and mapping it into reusable numbering and cross-reference structures for consistent downstream use.
- +Document-generation workflow keeps parts outputs repeatable across revisions
- +Interchange and cross-reference mapping is built into the authoring flow
- +Regeneration supports update cycles when source mappings change
- +Audit trail for parts output edits supports operational traceability
- –Setup requires careful configuration of numbering and cross-reference rules
- –API and automation surface for ERP and EDI workflows is not the primary strength
- –Fitment coverage depends on import quality and mapping completeness
- –Complex crosswalks can increase authoring time versus rule automation tools
Best for: Fits when teams need controlled document-style parts outputs with consistent interchange mappings.
PartsTown
vertical specialistRestaurant equipment replacement parts ordering and inventory platform.
Vendor and catalog ordering workflow that keeps parts counter actions aligned to real-time supplier availability and fulfillment status.
PartsTown targets parts sourcing and counter operations with vendor-managed catalogs, ordering, and logistics workflows tied to distributor data. The product emphasizes parts counter workflow execution and supplier inventory visibility rather than authoring a new interchange mapping layer.
- +Supports distributor inventory visibility inside the parts counter ordering flow
- +Catalog search and ordering steps are designed around daily counter throughput
- +Order status and exception visibility reduce manual chasing for fulfillment issues
- +Connector options fit common ERP and dealer ecosystem needs
- –Catalog depth depends on supplier feeds rather than full third-party interchange coverage
- –BOM import and interchange crosswalk workflows are not the primary authoring focus
- –Admin governance controls feel narrower than platforms built for multi-brand catalog publishing
- –Integration setup requires disciplined mapping of part identifiers across systems
Best for: Fits when auto teams need distributor-fed ordering workflows and operational visibility more than interchange authoring.
Z2Data
enterpriseElectronic component supply chain risk and parts management platform.
Change-governed mapping workflows that keep identifier cross-references consistent across repeated catalog refreshes.
Z2Data focuses on parts content workflows that connect catalog data with operational tasks, rather than presenting only a search UI for part numbers. Core capabilities center on data ingestion for parts data and structured mapping across identifiers and cross-references used in interchange and fitment contexts.
- +Automation supports repeatable mapping and refresh cycles for parts records
- +Identifier cross-references reduce manual reconciliation during catalog updates
- +Audit visibility helps track dataset changes across teams
- +Integration options support file-based and API-driven data exchange
- –Setup requires careful mapping rules for high-volume part families
- –Some fitment depth depends on imported source quality
- –Complex workflows need more admin overhead than lighter catalog tools
- –UI tooling for exception handling can feel limited versus data specialist workflows
Best for: Fits when teams need controlled parts data refresh and mapping for downstream catalog and ordering workflows.
ShowMeTheParts
vertical specialistAutomotive parts catalog software with product data, vehicle applications, and interchange information.
Visual vehicle-context search that ties interchange numbering to fitment-ready part candidates with minimal manual lookup steps.
ShowMeTheParts is a parts reference and fitment lookup site focused on cross-references that link interchange numbering to specific part details. It centers on visual identification using vehicle context, then routes users to likely candidates with supporting catalog attributes.
- +Vehicle-first search reduces time spent reconciling interchange references.
- +Cross-reference results are easy to scan for parts counter workflows.
- +BOM import supports bulk mapping for recurring job batches.
- +Fitment display helps validate candidate parts before ordering.
- –Supersession chains can be hard to interpret when multiple branches exist.
- –Interchange crosswalk coverage is thinner for some heavy-duty subsets.
- –Limited admin governance controls for multi-store RBAC scenarios.
- –API surface is not as extensive as ERP connector-focused products.
Best for: Fits when parts teams need fast vehicle-to-part cross-references with bulk BOM import for repeated jobs.
SiliconExpert
enterpriseElectronic parts lifecycle and supply chain risk management platform.
Interchange and replacement crosswalk search that ties manufacturer identifiers to supersession chains during investigation.
SiliconExpert supports manufacturer and parts intelligence workflows by connecting parts identifiers to engineering-grade attributes and cross references used in procurement and technical validation. The tool centers on search and normalization across manufacturer part master data so teams can trace replacements, map interchange numbering, and validate fitment compatibility for parts requests.
- +Strong cross-reference handling for manufacturer part numbers and replacements
- +BOM import supports normalization before catalog and ordering workflows
- +Search can pivot across alternate identifiers used in interchange numbering
- +Integration-oriented exports for downstream catalog or ERP ingestion
- –Fitment workflows can require additional configuration to match internal standards
- –Some interchange coverage varies by manufacturer data availability
- –Advanced automation still needs defined data pipelines outside the UI
- –Admin governance for roles and approvals can be light for complex dealer groups
Best for: Fits when engineering and procurement teams need normalized parts mapping for BOM-driven purchasing workflows.
PartsTrader
vertical specialistCollision parts sourcing and procurement marketplace for insurers and shops.
Supersession chain handling that ties related part numbers into a consistent substitution path during lookup.
PartsTrader is a parts software system focused on automotive part sourcing and catalog-backed workflows for parts teams. It supports searching and building parts requests with interchange numbering and supersession mapping that help connect older part numbers to current equivalents.
- +Interchange numbering and supersession mapping support parts counter substitutions
- +Cross-reference lookups reduce re-keying across related part numbers
- +Catalog-backed fitment compatibility checks support faster acceptance decisions
- +Workflow focus fits daily parts request and order preparation
- –Automation depth for BOM import and ERP connector use cases is limited
- –Governance controls like RBAC and audit log visibility appear thin
Best for: Fits when parts teams need reliable interchange and supersession mapping for counter workflows.
Conclusion
After evaluating 10 parts software, Akeneo 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 Parts Software
Parts software in this guide covers how teams build and publish automotive parts catalogs, manage identifiers, and run repeatable parts selection workflows across counter, shop, and purchasing steps. The lineup includes Akeneo, ALLDATA, OpenBOM, and other tools built around different strengths in mapping, VIN scoping, BOM governance, and ordering throughput. PartsTrader, SiliconExpert, and Z2Data are also included for their specific approaches to interchange crosswalks, supersession chains, and change-governed identifier mapping. Fullbay, PartsTown, ShowMeTheParts, and R.O. Writer round out the set with workflows that connect parts selection to estimates, distributor ordering, vehicle context search, and regeneration of outputs.
This buyer’s guide focuses on integration depth, governed workflows, and the automation surface exposed through APIs and interchange logic. Akeneo leads for staged PIM workflow publishing that controls when enriched part records become publishable, while OpenBOM pairs BOM import with RBAC and audit history on BOM changes. ALLDATA is positioned around VIN-scoped selection and replacement-chain logic that keeps supersession mapping consistent across sessions. PartsTown centers on vendor and catalog ordering workflow alignment to distributor availability instead of heavy interchange authoring.
Parts Software that governs parts catalogs, BOMs, and interchange-based lookup workflows
Parts software organizes electronic parts catalog content into usable parts identifiers, then applies interchange and supersession logic so teams can select correct replacement options in day-to-day workflows. This category typically includes catalog enrichment and publish control, BOM import and item governance, and cross-reference mapping that turns raw identifiers into consistent substitution paths.
Akeneo is built around PIM workflow staging with configurable validation gates so enriched part records only become publishable when workflow rules pass. OpenBOM focuses on BOM-driven part records with RBAC and audit history on part items and BOM changes, paired with API support for provisioning and data synchronization. ALLDATA concentrates on VIN-scoped parts selection with replacement-chain logic for outdated part numbers, keeping supersession behavior consistent across counter and shop sessions.
Integration, governance, and interchange logic controls that affect catalog throughput
Parts software lives or dies on how it keeps identifiers consistent from enrichment through publishing and ordering. The feature mix below focuses on controls that prevent bad interchange mappings from reaching counter and purchasing workflows.
These features also determine how much manual work teams must absorb during VIN-based lookup, BOM import, and supersession chain interpretation across repeated refresh cycles.
Staged publishing with validation gates
Akeneo supports a PIM workflow staging model with configurable validation gates that control when enriched part records become publishable. OpenBOM focuses on BOM governance with API-backed provisioning rather than PIM publish gating.
RBAC and audit history on BOM and part items
OpenBOM provides RBAC plus audit history on part items and BOM changes for controlled collaboration. Akeneo emphasizes attribute modeling and staged publishing to reduce bad data reaching channels instead of BOM-specific RBAC history.
VIN-scoped selection tied to replacement-chain logic
ALLDATA pairs VIN-scoped parts selection with replacement-chain logic so outdated part numbers follow consistent supersession mapping across sessions. Akeneo concentrates on PIM workflow governance and API exports for multi-channel catalog publishing.
Document-style regeneration from interchange and cross-reference rules
R.O. Writer regenerates parts outputs from configured interchange and cross-reference rules with traceable edit history. PartsTrader focuses on supersession chain handling for counter substitutions rather than repeatable document regeneration.
Change-governed identifier mapping across refresh cycles
Z2Data uses change-governed mapping workflows that keep identifier cross-references consistent through repeated catalog refreshes. SiliconExpert emphasizes normalized interchange and replacement crosswalk search tied to manufacturer identifiers rather than mapping change governance.
Choose by workflow control depth, not by catalog coverage alone
Teams should start by identifying where decisions must be governed and where lookup must be scoped. The best fit shifts based on whether publishing needs validation gates, whether BOM changes need RBAC and audit logs, or whether VIN-based lookup must drive replacement-chain behavior.
After workflow placement is clear, the next decision is how much automation and integration surface the team needs around APIs. Tools that center on PIM staging, BOM governance, or interchange authoring behave differently from ordering-focused platforms built around supplier availability signals.
Locate the governance boundary in the workflow
If bad enriched attributes must never publish, Akeneo fits the staged PIM workflow model with validation gates. If BOM changes must be controlled with RBAC and tracked over time, OpenBOM provides audit history on part items and BOM changes.
Pick the primary lookup scope: VIN, vehicle context, or identifier crosswalk
If day-to-day selection must start from VIN and then follow replacement-chain logic, ALLDATA aligns with VIN-scoped parts lists and consistent supersession chains. If fast vehicle-context search with interchange numbering is the priority, ShowMeTheParts ties interchange numbering to fitment-ready candidates in a scan-friendly flow.
Decide where supersession logic must be enforced: counter substitutions or regenerated outputs
If the parts counter needs consistent substitution paths during lookup, PartsTrader provides supersession chain handling tied into interchange numbering. If the team needs repeatable regeneration of parts outputs from configured interchange and cross-reference rules, R.O. Writer is built for document-style output workflows.
Evaluate integration and automation expectations around APIs and provisioning
If system provisioning and data synchronization through APIs are a core requirement, OpenBOM emphasizes API-backed integrations. If automation needs are centered on governed PIM publish exports, Akeneo is designed around PIM workflow staging paired with API exports.
Choose a refresh and mapping strategy aligned to how identifiers drift
If catalog refreshes repeatedly change identifiers and cross-references must stay consistent, Z2Data focuses on change-governed mapping workflows for repeated refresh cycles. If supersession chain investigation needs strong interchange and replacement crosswalk search tied to manufacturer identifiers, SiliconExpert centers on crosswalk handling during investigation.
Match ordering workflow priorities to supplier-fed operational reality
If distributor inventory visibility must drive parts counter ordering steps and daily throughput, PartsTown is built around vendor and catalog ordering workflows tied to supplier availability and fulfillment status. If the workflow must remain interchange authoring focused, PartsTown does not prioritize BOM import and interchange crosswalk authoring as a primary strength.
Who should buy based on team workflow and governance responsibilities
The right parts software depends on which team owns correctness enforcement and which workflow step creates the most downstream errors. The tool lineup splits into PIM governance, BOM governance, VIN-based replacement mapping, interchange crosswalk and supersession investigation, and ordering-first distributor workflows.
Teams that choose based on workflow placement reduce manual cross-reference reconciliation during high-volume lookups and repeated catalog refreshes.
Catalog enrichment teams running multi-channel publishes
Akeneo fits teams that need controlled staging for enriched part records with validation gates that prevent bad attributes from reaching publishing. This matches multi-channel catalog export needs without relying on ad hoc manual review.
Procurement and engineering teams collaborating on shared BOM masters
OpenBOM is suited for teams that require RBAC plus audit history on part items and BOM changes. Its BOM import workflow and API support target shared parts master governance.
Dealer teams that must start selection from vehicle identity
ALLDATA fits dealer workflows that depend on VIN-driven parts lists and consistent replacement-chain logic for outdated part numbers. This reduces wrong-part selections at the counter by keeping supersession mapping behavior aligned across sessions.
Engineering and procurement teams normalizing identifiers into BOM-driven purchasing
SiliconExpert serves teams that need interchange and replacement crosswalk search that ties manufacturer identifiers to supersession chains. Its BOM import supports normalization before catalog and ordering workflows.
Parts counters focused on distributor ordering throughput
PartsTown is a match for teams that need vendor and catalog ordering aligned to real-time supplier availability and fulfillment status. The workflow is optimized for daily counter throughput rather than heavy interchange authoring.
Common implementation pitfalls in parts catalogs and interchange workflows
Parts software failures often appear as workflow drift rather than missing data fields. Teams can end up with validated outputs that still bypass governance boundaries or with refresh cycles that break cross-references.
These mistakes usually show up during counter use, purchasing workflows, or repeated catalog refresh operations where identifier mapping must remain stable.
Treating PIM publishing as a one-time export without validation gates
Akeneo is designed around staged publishing with validation gates, so teams must configure attribute and workflow rules to match publish criteria. Skipping that governance setup increases the chance that enriched records become publishable before they pass required rules.
Assuming BOM collaboration safety without RBAC and audit history
OpenBOM specifically provides RBAC and audit history on BOM changes and part items, so governance needs should map to those controls. Using a tool without comparable BOM governance can lead to uncontrolled BOM edits that are hard to trace.
Forcing the wrong lookup scope into daily replacement mapping
ALLDATA is built around VIN-scoped lookup paired with replacement-chain logic, so counter workflows that start from vehicle identity should align to that flow. Using another workflow-first tool for VIN-driven sessions increases the odds of inconsistent supersession behavior.
Confusing interchange investigation depth with mapping stability across refresh cycles
SiliconExpert focuses on crosswalk search tied to supersession investigation, while Z2Data focuses on change-governed mapping workflows that keep cross-references consistent during repeated refreshes. Choosing based on only one of those outcomes can create either mapping drift or slow investigation.
Over-relying on supplier-fed catalog ordering when interchange authoring is the core need
PartsTown centers on distributor inventory visibility and ordering workflow throughput, so interchange crosswalk authoring and BOM import are not its primary authoring focus. Teams with interchange authoring as the main requirement should prioritize tools built for cross-reference logic generation or PIM and BOM governance.
How We Selected and Ranked These Tools
We evaluated each tool on feature depth, ease of use, and operational value using the supplied category scores for features, ease, and value. Integration depth and automation surfaced through APIs and workflow wiring received heavier weighting because parts catalogs depend on consistent identifier handling across multiple steps.
Governance controls were weighted through concrete mechanisms like Akeneo staged publishing with validation gates and OpenBOM RBAC plus audit history on BOM changes. Akeneo led the ranking because its PIM workflow staging with configurable validation gates directly controls when enriched part records become publishable, which reduces downstream bad data reaching counter and channel workflows.
Frequently Asked Questions About Parts Software
How do Akeneo and Z2Data differ in how they handle parts data staging for multi-channel publishing?
Which tool is better for VIN-scoped parts lookup and replacement-chain logic during counter and shop work?
Which integrations and APIs matter most when syncing parts data into a dealer stack or ERP connector layer?
How does OpenBOM handle data migration and BOM import compared with ShowMeTheParts bulk job workflows?
How do RBAC and audit logs show up across OpenBOM and R.O. Writer?
What breaks if supersession mapping logic is inconsistent between PartsTrader and SiliconExpert during investigation?
When does a team choose Fullbay over PartsTown for ordering workflows and operational execution?
How does R.O. Writer generate outputs differently from Z2Data when interchange numbering rules change?
What tradeoff appears between ShowMeTheParts fitment-first lookup and SiliconExpert normalization for procurement-ready BOMs?
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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