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Top 10 Best Brand Valuation Services of 2026

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Top 10 Best Brand Valuation Services of 2026

Compare brand valuation services and what each firm covers, helping teams shortlist options like PwC, EY, and Kantar for brand valuation work.

20 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

AI search agents find sources, extract figures with provenance, and aggregate written reviews. They also transcribe video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy

Brand valuation firms translate marketing and customer perception into defensible intangible asset values for tax, litigation, reporting, and deal negotiations. This comparison helps CFOs, attorneys, and analysts weigh methodology depth, benchmark coverage, and delivery fit, including Big Four transaction advisory work versus specialist consulting that focuses on brand equity analytics.

PwC is the best pick for CFO, audit, or legal teams that need defensible brand value models because its royalty rate support ties licensing comparables to brand performance assumptions for clearer, documented royalty-relief results, whereas Intangible Business fits legal or M&A teams since its brand earnings modeling traces brand inputs to auditor-readable forecast outputs.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

PwC

Royalty rate support that ties licensing comparables to brand performance assumptions for defensible royalty relief results.

Best for: Fits when CFO, audit, or legal teams need defensible brand value models and documented assumptions.

2

EY

Editor pick

Brand valuation model builds that trace brand performance drivers into report-ready valuation outputs for multi-stakeholder scrutiny.

Best for: Fits when CFO and counsel need defensible brand value models across reporting, diligence, or disputes.

3

Kantar

Editor pick

Research-to-valuation continuity, where brand measurement evidence feeds valuation assumptions with a traceable narrative.

Best for: Fits when teams need defensible brand value inputs grounded in measurement and sustained across reporting or disputes.

Comparison Table

1
PwCBest overall
enterprise_vendor
9.2/10
Overall
2
enterprise_vendor
8.9/10
Overall
3
enterprise_vendor
8.7/10
Overall
4
enterprise_vendor
8.3/10
Overall
5
enterprise_vendor
8.2/10
Overall
6
7.9/10
Overall
7
specialist
7.5/10
Overall
8
agency
7.2/10
Overall
9
specialist
6.9/10
Overall
10
specialist
6.7/10
Overall
#1

PwC

enterprise_vendor

Big Four firm providing brand and intangible asset valuation services through its deals and valuation practice.

9.2/10
Overall
Features9.2/10
Ease of Use9.4/10
Value9.0/10
Standout feature

Royalty rate support that ties licensing comparables to brand performance assumptions for defensible royalty relief results.

PwC’s core strength is producing valuation results that connect brand-specific cash flow drivers to discount rate and terminal value logic, then translate those inputs into a report format that other stakeholders can use. Engagement teams commonly handle trademark and brand architecture considerations, including portfolio views that reflect branded house versus house of brands structures. For CFO stakeholders, PwC’s approach is typically geared toward audit-ready documentation, reconciliation of assumptions, and traceability from market and operational inputs to valuation outputs.

A practical tradeoff is that PwC’s process is usually less optimized for rapid self-serve iteration than software-centric valuation tools, because model building and assumption refinement happen through consultancy workflows rather than configuration controls. PwC works best when the valuation objective is fixed, such as impairment testing support under defined measurement rules or litigation support tied to a specific royalty rate rationale and brand performance history.

Pros
  • +Income approach modeling tied to brand-specific forecast drivers
  • +Royalty relief support using licensing evidence and royalty rate logic
  • +Structured assumption documentation for CFO, auditors, and legal review
  • +Coordinated workflows across valuation, tax, and accounting needs
Cons
  • –Less suited to quick iteration because work happens through consultancy steps
  • –Requires strong client-provided data quality and timeline discipline
  • –Model customization depth depends on engagement scope and review cycles
  • –Deliverables may prioritize defensibility over lightweight templates
Use scenarios
  • CFO and finance controllers

    Impairment support with brand value rationale

    Consistent impairment narrative

  • M&A deal teams and valuers

    Transaction pricing support for brand contributions

    Structured value bridge

Show 2 more scenarios
  • Attorneys and expert witnesses

    Litigation damages with royalty relief logic

    Defensible royalty position

    PwC constructs royalty relief reasoning grounded in comparable licensing and brand-specific risk framing.

  • Tax and transfer pricing teams

    Intangible valuation for tax positions

    Traceable valuation package

    PwC organizes inputs and assumptions to support intangible valuation needs across relevant reporting boundaries.

Best for: Fits when CFO, audit, or legal teams need defensible brand value models and documented assumptions.

#2

EY

enterprise_vendor

Big Four professional services firm offering brand valuation within its transaction advisory and valuation services.

8.9/10
Overall
Features8.9/10
Ease of Use8.9/10
Value8.9/10
Standout feature

Brand valuation model builds that trace brand performance drivers into report-ready valuation outputs for multi-stakeholder scrutiny.

EY’s brand valuation engagements typically combine brand-specific financial forecasting with method selection across income and market-based valuation workflows, then convert results into valuation conclusions tied to decision or filing requirements. Teams commonly manage large evidence sets such as licensing context, brand performance indicators, and comparable transaction inputs to produce consistent outputs across jurisdictions and stakeholders. The best fit tends to be situations where the valuation must connect directly to intangible asset accounting, transaction diligence, or litigation needs.

A tradeoff appears in the governance burden around scope definitions and data requests, since larger teams and multi-stakeholder outputs require clearer assumptions and tighter sign-off rhythms than smaller boutique providers. EY fits well when counsel and CFO groups want structured model builds, scenario testing, and evidence mapping that can stand up to cross-examination. It is less efficient when the request is narrow, quick-turn, or requires a lightweight deliverable with minimal modeling depth.

Pros
  • +Structured documentation that links brand drivers to valuation outputs
  • +Cross-functional teams for reporting, transactions, and dispute support
  • +Repeatable sensitivity work around key discounting and forecast assumptions
  • +Experience handling multi-market brand portfolios and architectures
Cons
  • –Heavier engagement governance and data intake coordination needs
  • –Longer lead times than boutique firms for narrow, low-scope requests
  • –Model transparency may be constrained by internal methodology templates
  • –More stakeholder management overhead for time-boxed internal projects
Use scenarios
  • CFO intangibles and reporting teams

    Intangible asset valuation for financial reporting

    Defensible accounting support

  • M&A finance diligence teams

    Brand value allocation for acquisition pricing

    More defensible deal allocation

Show 2 more scenarios
  • Corporate counsel and litigators

    Expert support in brand-related disputes

    Clear valuation narrative

    EY prepares valuation work with evidence mapping and scenario testing aligned to adversarial scrutiny.

  • Strategy analysts at brand owners

    Brand portfolio valuation across markets

    Consistent portfolio view

    EY handles brand architecture complexities to support portfolio-level brand value conclusions.

Best for: Fits when CFO and counsel need defensible brand value models across reporting, diligence, or disputes.

#3

Kantar

enterprise_vendor

Global research group offering BrandZ brand valuation and equity tracking services across markets.

8.7/10
Overall
Features8.7/10
Ease of Use8.6/10
Value8.8/10
Standout feature

Research-to-valuation continuity, where brand measurement evidence feeds valuation assumptions with a traceable narrative.

Kantar’s core strength comes from pairing established brand research workflows with valuation modeling support, which helps teams reduce interpretation drift between survey outputs and financial assumptions. The engagement output is typically structured around valuation drivers like brand performance signals, royalty rate assumptions, and forecasted brand earnings, which suits both economic profit style analysis and DCF framing. Kantar’s brand data coverage also creates practical continuity for multi-period impairment support and transaction due diligence where assumptions must remain explainable to auditors and deal teams.

A tradeoff is that Kantar’s strongest results require tight input alignment between research design decisions and the valuation model setup, since brand measurement choices directly shape royalty rate or earnings attribution paths. Kantar fits best when a company needs brand strength evidence to be translated into a formal brand value memo for financial reporting or litigation exhibits, not only a high-level estimate for internal debate.

Pros
  • +Consistent research-to-assumption mapping for royalty and earnings attribution
  • +Strong ability to support multi-brand and multi-market valuation narratives
  • +Valuation outputs align with CFO-ready documentation expectations
Cons
  • –Requires disciplined upfront alignment between survey decisions and valuation model
  • –Less suitable when clients only need lightweight, quick point estimates
Use scenarios
  • CFO and finance controllers

    Impairment support with brand value memo

    Clear, auditable brand value rationale

  • Corporate development analysts

    Deal diligence for branded portfolio

    Comparable valuation story for stakeholders

Show 1 more scenario
  • Intellectual property attorneys

    Trademark valuation for dispute evidence

    Stronger economic damages framing

    Measured brand strength evidence is used to support royalty or earnings-based valuation positions.

Best for: Fits when teams need defensible brand value inputs grounded in measurement and sustained across reporting or disputes.

#4

Kroll

enterprise_vendor

Corporate investigations and risk consulting firm offering intangible asset and brand valuation services.

8.3/10
Overall
Features8.3/10
Ease of Use8.3/10
Value8.3/10
Standout feature

Dedicated valuation teams build brand-specific forecasts and royalty-relief inputs with audit-ready assumption trails.

Kroll delivers brand valuation work with a consulting delivery model that fits CFO and counsel needs for defensible inputs, clear assumptions, and documented valuation logic. Strength shows in how teams structure brand-specific cash flows and connect them to income approach outputs alongside market-based signals from licensing and transaction evidence.

Pros
  • +Engagement documentation maps valuation assumptions to decision-ready deliverables.
  • +Income approach modeling connects brand earnings forecasts to discount-rate choices.
  • +Market-based evidence use supports royalty rate justification in brand contexts.
  • +Strong governance artifacts help support financial reporting and legal scrutiny.
Cons
  • –Tooling and API access are not the focus compared with consultancy-led workflows.
  • –Customization depth depends on engagement scope and project staffing.

Best for: Fits when CFO, auditors, or attorneys need defensible brand valuation logic with tight assumption governance.

#5

Deloitte

enterprise_vendor

Big Four professional services firm offering brand and intangible asset valuation within its valuation practice.

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

Brand driver to cash-flow linkage is built through structured valuation workpapers used across income and royalty reasoning.

Deloitte delivers brand equity valuation and brand value support using multi-method approaches such as income, market, and relief-from-royalty reasoning tied to forecasted brand earnings and royalty rate assumptions. Teams tend to work from structured engagement artifacts that map brand strength drivers to financial impacts, which helps auditors and opposing counsel track how brand contribution becomes cash flow.

Pros
  • +Multi-method valuation framing for income, market, and royalty logic
  • +Strong documentation that links brand strength drivers to financial outputs
  • +Experienced cross-functional teams for reporting and litigation-ready needs
  • +Disciplined assumption setting for brand-specific risk in discounting
Cons
  • –Engagement-heavy delivery creates slower turnaround for ad hoc requests
  • –Fewer client-facing automation hooks than software-first providers
  • –Data needs for forecasts and brand licensing inputs can be substantial
  • –Model transparency may require multiple review cycles with internal stakeholders

Best for: Fits when CFOs need defensible brand value for reporting, impairment, or legal disputes.

#6

Intangible Business

specialist

Independent brand valuation, IP valuation, and intangible asset consultancy serving global clients.

7.9/10
Overall
Features7.9/10
Ease of Use7.9/10
Value7.9/10
Standout feature

Brand earnings modeling that links brand strength drivers to royalty and earnings outputs with auditor-readable assumption trails.

Intangible Business supports brand value and brand equity valuations using engagement workflows that translate marketing and financial inputs into a valuation narrative for decision makers. The service centers on brand finance methodology choices such as the relief-from-royalty method and the excess earnings method, and it can structure results around income and market-based reasoning instead of relying on a single lens.

Pros
  • +Methodology flexibility across relief-from-royalty and excess earnings approaches
  • +Clear assumption tracing from brand inputs to forecasted brand earnings outputs
  • +Valuation outputs are structured for stakeholder review and legal defensibility
  • +Practical guidance for translating brand strength drivers into cash flow assumptions
Cons
  • –Requires consistent data collection and assumption alignment across stakeholders
  • –Automation and API surface are not a core delivery focus for most engagements

Best for: Fits when legal, finance, or M&A teams need method-specific brand value reports with traceable assumptions.

#7

Brandient

specialist

Brand strategy and design consultancy offering brand valuation services primarily in Central and Eastern Europe.

7.5/10
Overall
Features7.5/10
Ease of Use7.4/10
Value7.6/10
Standout feature

Assumption trace packs that map brand forecast inputs to valuation outputs for repeatable scenario work.

Brandient focuses on brand valuation deliverables that connect brand contribution logic to financial reporting needs for valuation work. Its core capability centers on building a defensible brand earnings model using income-based assumptions, then formatting outputs for downstream legal and advisory workflows.

Pros
  • +Income approach modeling with structured assumptions for brand earnings flows
  • +Market evidence inputs for royalty and comparable rationale in reports
  • +Consistent deliverable formatting for legal and financial review cycles
  • +Assumption documentation supports review and iteration without recalculating everything
Cons
  • –Requires disciplined input collection for brand-specific risk and forecasts
  • –Limited automation surface for end-to-end data ingestion compared with developer-first tools
  • –Less suited for teams that need quick, self-serve valuation exports without analyst involvement
  • –Workflow depth favors valuation projects over ongoing brand monitoring use

Best for: Fits when CFO, counsel, and analysts need a defensible brand value model tied to financial reporting and litigation-ready documentation.

#8

Prophet

agency

Brand and marketing strategy consultancy offering brand valuation and brand growth services.

7.2/10
Overall
Features7.2/10
Ease of Use7.2/10
Value7.2/10
Standout feature

Client-facing valuation memos that map brand drivers into scenario-ready outputs for stakeholder review and dispute defense.

Prophet delivers brand valuation work that typically combines strategic brand inputs with finance-grade modeling to produce defensible brand value outputs. Its core strength is translating brand strength signals into forecasted brand earnings and then carrying those outputs through discounted cash flow style mechanics for an end-to-end valuation memo.

Pros
  • +End-to-end valuation narrative with scenario logic mapped to brand inputs
  • +Strong handling of portfolio brand contribution allocation for multi-brand cases
  • +Finance-facing deliverables that support economic profit style stakeholder scrutiny
  • +Clear linkage from brand performance drivers to forecasted brand earnings outputs
Cons
  • –Requires high-quality brand history and rights boundary inputs from the client
  • –Less transparent automation surface for teams that expect self-serve modeling
  • –Model adjustments can slow turnaround when assumptions change late in the cycle
  • –Governance controls like RBAC and audit logs are not a primary engagement focus

Best for: Fits when legal, finance, and brand stakeholders need a documented valuation approach with scenario outputs.

#9

Interbrand

specialist

Global brand consultancy publishing annual Best Global Brands rankings with ISO-certified brand valuation methodology.

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

Engagement-led valuation documentation that connects brand strength assessment to report-ready assumptions and rationale.

Interbrand produces brand valuation reports that translate brand strength into defensible brand value inputs for financial and legal use cases. The service methodology is built around structured assumptions and narrative support for income-based brand contribution analysis, plus market evidence where appropriate.

Pros
  • +Structured brand contribution logic tied to observable supporting assumptions
  • +Valuation documentation format designed for legal and finance review workflows
  • +Methodology coverage supports multiple valuation contexts and reporting needs
  • +Project team output is oriented to stakeholder explainability
Cons
  • –Limited self-serve tooling for analysts who want in-house iteration
  • –Turnaround depends on data readiness and the scope of brand architecture inputs

Best for: Fits when CFOs, attorneys, and analysts need a defensible brand valuation package for intangible asset decisions.

#10

Brand Finance

specialist

Independent brand valuation and strategy consultancy assessing over 5,000 brands annually across sectors.

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

Brand Finance methodology and brand strength modeling drive the valuation workflow from brand performance inputs to final brand value conclusions.

Brand Finance provides brand valuation reports built around its brand finance methodology, with outputs aimed at finance, legal, and advisory use cases. The firm focuses on estimating brand value drivers and translating them into valuation work products that reference forecasted brand earnings and royalty relief logic.

Pros
  • +Method-driven valuation outputs that translate brand strength into valuation inputs
  • +Clear assumption narratives that support review by finance and legal teams
  • +Structured report formats that reduce rework during intangibles discussions
  • +Consistent approach for multi-market brand programs and portfolio coverage
Cons
  • –Method alignment is required for best results, which limits flexibility for custom frameworks
  • –Market-based triangulation can feel narrower when alternative evidence sets are preferred
  • –Data gathering effort can be substantial when brand earnings inputs are not readily available
  • –Automation and API integration for analyst workflows are not central to the service delivery

Best for: Fits when CFOs, attorneys, and analysts need consistent brand value work products aligned to Brand Finance methodology.

Conclusion

After evaluating 10 brand valuation, PwC stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Our Top Pick
PwC

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Brand Valuation

How do Duff & Phelps, Kroll, and Deloitte differ in brand-valuation delivery for CFO reporting?
Duff & Phelps and Kroll emphasize audit-traceable assumption governance around key drivers like royalty rate selection and discount-rate construction. Deloitte also produces defensible workpapers for financial reporting, but its linkage from brand strength drivers to cash-flow outcomes is typically carried through structured valuation artifacts rather than software automation. EY and PwC deliver similar CFO-ready documentation, but Kroll tends to focus more on model governance workflows.
Which method lens should a legal team expect from Brand Finance versus Interbrand during disputes?
Brand Finance frames the workflow around its brand finance methodology, mapping brand strength inputs into forecasted brand earnings and royalty relief logic. Interbrand centers on structured assumptions and narrative support for income-based brand contribution analysis, with market evidence where appropriate. Intangible Business and Prophet also support multiple reasoning paths, but their reports usually make the method selection and assumption trail explicit for attorney scrutiny.
What breaks if the brand earnings forecast uses weak brand-specific risk assumptions?
Brandient ties controllable inputs to a defensible brand earnings model, so weak brand-specific risk inputs usually show up as unstable scenario outputs and inconsistent valuation conclusions across iterations. Kroll and Deloitte make audit trails for model drivers and discount-rate construction, so risk-assumption gaps propagate into defensibility problems during opposing counsel review. Prophet and EY also highlight sensitivity work, but the primary failure mode remains the same: cash-flow forecasts and discounting no longer reconcile to the stated brand contribution.
How do integration and API capabilities affect brand-valuation automation for analysts?
Most providers in this category deliver valuation work through engagement workflows, so integrations often appear as document intake and model handoffs rather than API-driven automation. Deloitte and EY rely on structured engagement artifacts that analysts move through internally, so API throughput usually does not become a gating factor for delivery. Kroll and PwC focus on governance and cross-workflow consistency, so integration design typically supports data handoff and controlled provisioning of model inputs rather than end-to-end API provisioning.
When do teams need SSO, RBAC, and audit logs for brand-valuation workbooks?
SSO, RBAC, and audit log requirements matter when internal teams co-author valuation inputs across finance and legal groups with controlled review states. Kroll and Deloitte emphasize assumption governance and traceability, which increases the operational need for role-based controls and an audit trail over key model drivers. EY and PwC support multi-stakeholder scrutiny, and their delivery patterns tend to require clear admin controls over who can change inputs and who can sign off outputs.
How should data migration and schema mapping be handled when moving brand inputs into a valuation model?
Kantar often supplies structured research datasets, so schema mapping is a first step before its inputs flow into valuation methods like relief-from-royalty or excess earnings logic. Brand Finance and Intangible Business typically require a clean bridge from brand performance inputs to valuation assumptions, so migration tasks must preserve definitions for rights boundaries, forecast periods, and input granularity. Brandient and Interbrand also depend on traceable input-to-output mapping, which makes schema alignment and data model consistency key to avoiding silent misclassification.
Which onboarding steps separate Brandient, EY, and PwC when stakeholders need traceable assumptions?
Brandient onboarding centers on assumption trace packs that map brand forecast inputs to valuation outputs, so the work begins with standardized input definitions and documented iteration history. EY and PwC also focus on traceability, but they tend to structure onboarding around valuation workpapers that auditors and opposing counsel can follow across income-based forecasting and royalty relief cross-checks. Intangible Business and Interbrand frequently add method framing at onboarding so attorneys can trace the bridge from brand strength to final brand value outputs.
Where does extensibility matter most, and what happens when outputs must support multiple brand architectures?
Prophet and EY handle multi-brand and portfolio contexts, so extensibility matters when allocations and scenario changes must apply across brand architecture rules without breaking the assumption trail. Brand Finance and Interbrand can support multi-market work, but extensibility tends to be driven by engagement documentation and repeatable templates rather than configurable tooling. Kroll’s emphasis on governance around model drivers helps when stakeholders need controlled scenario provisioning across multiple brands.
What tradeoff emerges when a valuation scope spans multiple markets and complex brand portfolios?
EY and Duff & Phelps handle broad scope by coordinating structured inputs and sensitivity work across markets, but this increases the burden of consistent assumption definitions and change control. Prophet and Interbrand can allocate brand contribution within a portfolio framework, but tight brand architecture boundaries can limit how fast stakeholders can introduce new scenarios. Kroll and PwC manage this tradeoff with governance-focused workpapers, so model driver control improves defensibility at the cost of more structured onboarding and input governance.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Brand Valuation

We separate options in brand valuation by how they operationalize valuation assumptions into repeatable outputs, especially for the data sources and methodology behind the results. The biggest differences show up in data coverage and Method transparency, which can materially change brand valuation outputs.

Data coverage for brand inputs

Why it matters

Data coverage for brand inputs determines whether the model can support your brand’s actual signals across channels and markets. For brand valuation, missing inputs often lead to weaker support for the final valuation number.

How to check

Ask for a sample output for a brand similar to yours, then review which input fields are populated versus left blank. In the UI or export, check whether it reports where each input comes from or how it was derived.

Method transparency and assumption reporting

Why it matters

Method transparency and assumption reporting matters because brand valuation relies on choices that affect the outcome. When assumptions are hidden or bundled, the valuation can’t be stress-tested against your view.

How to check

Request an assumptions page or model summary and look for named drivers used in the valuation. During a demo, ask which assumptions can be edited, and export the report to confirm the same fields appear in the output.

Control over editable valuation drivers

Why it matters

Control over editable valuation drivers lets you adapt the valuation to your brand reality instead of only accepting defaults. In brand valuation, small changes to drivers can shift the implied brand economics.

How to check

In a sandbox or demo workspace, change one driver (for example, a growth or margin input) and compare the resulting valuation output. Verify the tool recalculates consistently and logs what changed.

Scenario workspaces for sensitivity

Why it matters

Scenario workspaces for sensitivity help you test how valuation changes under different assumptions. That’s often the difference between a report you can defend and one you can’t.

How to check

Try creating two scenarios with different key assumptions, then compare outputs side-by-side or via exports. Check whether scenario results include the specific assumption set used for each run.

Audit trail for inputs and outputs

Why it matters

An audit trail for inputs and outputs supports internal review and repeatability of brand valuation results. Without it, teams struggle to explain why numbers changed between versions.

How to check

Change an assumption and confirm the report records who changed it and when, plus what prior value was replaced. Export both the current and prior versions to see whether the audit trail travels with the report.

Red flags

  • Reports list a valuation number but omit the underlying assumptions
  • Inputs frequently show as missing without a clear data sourcing explanation
  • Scenario comparisons don’t clearly map results back to the assumption set

Fit by situation

  • If you need defensible outputs for internal finance review, prioritize audit trail for inputs and outputs.
  • If your brand has unusual market dynamics, prioritize control over editable valuation drivers.
  • If you expect to test multiple assumption sets, prioritize scenario workspaces for sensitivity.
Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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