
GITNUXSOFTWARE ADVICE
Mining Natural ResourcesTop 10 Best Natural Resource Services of 2026
Top 10 natural resource services ranked by scope and delivery, with market notes for buyers weighing ICF, Jacobs, and HDR.
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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ICF is the safest pick if you need managed natural resource studies that translate into permitting outputs for agencies or operators, whereas SWCA Environmental Consultants fits when you want defensible, GIS-backed methods and complex environmental review deliverables.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
ICF
Managed workstream execution that links technical analyses to permitting and licensing deliverables and review artifacts.
Best for: Fits when agencies or operators need managed natural resource studies tied to permitting outputs.
Jacobs
Editor pickJacobs delivers integrated permitting and environmental evidence packages that connect field data, modelling outputs, and stakeholder-facing documentation under one delivery chain.
Best for: Fits when regulated resource programs need accountable delivery, cross-discipline coordination, and audit-ready study outputs.
HDR
Editor pickInterdisciplinary technical review and document control for regulated natural resource deliverables across workstreams.
Best for: Fits when governed, multi-agency natural resource documentation must be delivered end to end.
Comparison Table
ICF
enterprise_vendorGlobal consulting firm offering environmental compliance, climate, and natural resource policy services.
Managed workstream execution that links technical analyses to permitting and licensing deliverables and review artifacts.
ICF supports resource assessment work that converts remote sensing and field data into structured findings for reserves and resources classification and related planning decisions. It also performs hydrological assessment and environmental impact assessment support where modeling results must align to permit language and stakeholder review cycles. This combination is strongest when there is a need to coordinate technical analyses with regulatory artifacts and delivery timelines.
A key tradeoff is that ICF’s strength is primarily in services delivery rather than providing a self-serve configuration-heavy platform for in-house teams. ICF fits best when a project needs integrated technical work across disciplines, such as geology, water, and compliance deliverables tied to permitting and licensing schedules.
- +Integrated resource assessment to regulatory document workflows
- +Cross-disciplinary delivery supports hydrology, ecology, and compliance artifacts
- +Traceable assumptions improve consistency across multi-team reporting
- +Governance-first delivery fits audits and stakeholder review cycles
- –Limited self-serve automation compared with software-first vendors
- –Project outcomes depend on scope clarity and data availability
- –Turnaround can slow for highly iterative design-of-experiments work
- –Deep customization needs active sponsor participation
Regulatory and permitting teams
Environmental impact assessment support delivery
Faster, consistent stakeholder responses
Natural resource governance teams
Reserves and resources classification support
More consistent decision basis
Show 2 more scenarios
Hydrology and water program leads
Hydrological assessment for project planning
Better water risk prioritization
ICF aligns hydrological modeling outputs to downstream planning and compliance needs.
ESG and reporting stakeholders
Natural capital accounting program inputs
More defensible reported assumptions
ICF supports study-to-metrics workflows that produce audit-friendly reporting inputs.
Best for: Fits when agencies or operators need managed natural resource studies tied to permitting outputs.
Jacobs
enterprise_vendorGlobal engineering and consulting firm providing environmental science and natural resource planning services.
Jacobs delivers integrated permitting and environmental evidence packages that connect field data, modelling outputs, and stakeholder-facing documentation under one delivery chain.
Jacobs works as a delivery organization rather than a software product, so outcomes come from staffed engineering and project teams that produce study outputs, evidence packages, and decision-ready documentation. Common deliverables include resource and environmental assessments, baseline characterization, and modelling outputs used for permitting and stakeholder review cycles. The engagement model typically covers field data collection planning, GIS mapping workflows, and cross-discipline coordination across environmental, geotechnical, and engineering scopes.
A practical tradeoff is reduced control for buyers who want to own the full data pipeline and run repeatable internal automation, since Jacobs typically delivers outputs through managed services instead of exposing a broad self-serve automation surface. Jacobs fits best for organizations that need tight delivery accountability for complex, multi-permit programs and must integrate findings across disciplines for a single reporting narrative.
- +End-to-end study delivery with staffed engineering and environmental specialists
- +Strong GIS and modelling execution for decision-ready assessment outputs
- +Proven capability to coordinate multi-discipline permitting support packages
- +Governance-friendly documentation approach for consistent reporting across stakeholders
- –Limited self-serve automation since deliverables are created through managed services
- –Integration to internal systems depends on project scope and data exchange formats
- –Turnaround can hinge on field access schedules and regulatory review timelines
Energy development teams
Permitting support for resource extraction
Faster regulator response cycles
Government resource regulators
Program-level resource reporting support
More consistent compliance reviews
Show 2 more scenarios
Mining project owners
Environmental and resource assessments
Improved decision confidence
Jacobs coordinates field characterization and GIS-based mapping to build defensible assessment conclusions.
Infrastructure developers
Land-use planning evidence packages
Clearer planning outcomes
Jacobs links study results and technical constraints into decision-ready documentation for planning workflows.
Best for: Fits when regulated resource programs need accountable delivery, cross-discipline coordination, and audit-ready study outputs.
HDR
enterprise_vendorArchitecture, engineering, and consulting firm providing environmental and natural resource management services.
Interdisciplinary technical review and document control for regulated natural resource deliverables across workstreams.
HDR’s natural resource delivery is built around consulting execution that connects exploration and prospecting inputs, geographic information systems mapping, and hydrological assessment outputs into structured documentation packages. This pattern shows up most clearly when projects require consistent assumptions, traceable calculations, and repeatable drafting across multiple workstreams.
A practical tradeoff appears when a project needs a specific internal data pipeline or a highly customized API-first integration model, since HDR delivery is more often optimized for managed services and document-based outcomes than for exposing automation surfaces. HDR fits best when the requirement centers on environmental monitoring and reporting coordination across agencies, rather than building a bespoke software layer inside the client stack.
- +Multi-discipline teams connect field data to report-ready documentation
- +Repeatable review cycles reduce inconsistency across technical work products
- +Geographic information systems deliverables map directly to stakeholder needs
- +Strong document control for regulated permitting and licensing packages
- –Less emphasis on API-first automation versus software-native integration
- –Customization for internal data models can require added project governance
- –Turnaround depends on review cycles and inter-discipline dependency timing
Environmental project sponsors
Deliver coordinated impact assessment packages
Reduced rework across agencies
Mining and mineral operators
Support reserves and resources classification
More defensible reserve statements
Show 2 more scenarios
Water utilities and regulators
Plan hydrological assessment studies
Clearer allocation decisions
HDR structures hydrological analysis into decision-ready outputs for planning and monitoring.
Land-use planning teams
Map constraints for permitting readiness
Faster permitting support cycles
HDR uses geographic information systems outputs to support permitting documentation and stakeholder materials.
Best for: Fits when governed, multi-agency natural resource documentation must be delivered end to end.
AECOM
enterprise_vendorGlobal infrastructure firm delivering environmental consulting and natural resource management services.
Delivery programs that integrate resource assessment outputs with environmental impact assessment documentation for permitting and licensing workflows.
AECOM delivers natural resource services through engineering-led fieldwork planning, geospatial analysis, and environmental permitting support that connect directly to project delivery. The company’s strengths center on multidisciplinary workflows that combine resource assessment, hydrological and geological survey methods, and environmental impact assessment execution.
- +Multidisciplinary delivery ties surveys to permitting artifacts and downstream design inputs
- +Geospatial workflows support consistent mapping across resource assessment tasks and reporting
- +Governed project teams reduce handoff ambiguity between assessment, impact, and licensing work
- +Experience across energy, minerals, land, and water programs supports repeatable scoping
- –API and automation surfaces are not the primary delivery mechanism for natural resource work
- –Needs structured client input for assumptions, baselines, and data release requirements
- –Turnaround can depend on survey access timelines and regulator review cycles
- –Workflow depth varies by region and requires early alignment on deliverable formats
Best for: Fits when projects need staffed governance for resource assessment to permitting handoffs across multiple specialties.
SWCA Environmental Consultants
specialistEnvironmental consulting firm focused on natural resource compliance, cultural resources, and ecological planning.
Study methodology documentation that ties field findings to environmental impact assessment deliverables with traceable assumptions.
SWCA Environmental Consultants delivers natural resource consulting across environmental review, resource assessment, and permitting support for land, water, and wildlife impacts. The firm couples field-driven study workflows with Geographic Information Systems mapping outputs that are routinely packaged for agencies and project teams.
- +Geographic Information Systems mapping outputs that support agency-ready impact documentation
- +Field-to-report workflows for resource assessment that preserve study traceability
- +Strong integration of permitting and licensing inputs into environmental review packages
- +Consistent methods documentation that supports resource governance reviews
- –Workflow depth can require governance discipline across study scope and signoffs
- –Automation and API access are not marketed as a self-serve integration surface
- –Deliverable structure depends heavily on project-specific study design choices
- –Tooling options for internal data platforms appear limited compared with software vendors
Best for: Fits when agencies expect defensible methods and GIS-backed environmental review deliverables for complex projects.
Environmental Science Associates
specialistEnvironmental consulting firm offering natural resource management, restoration, and regulatory compliance services.
Method-driven documentation practices that keep survey results traceable through environmental impact assessment deliverables.
Environmental Science Associates supports natural resource programs with field-to-report workflows that focus on environmental assessment, compliance documentation, and resource monitoring deliverables. The service offering is structured around multi-stakeholder studies and deliverable management for water, land, and ecology projects that require documented methods and defensible reporting.
- +Delivers end-to-end assessment and monitoring workflows across field, analysis, and reporting
- +Handles multi-stakeholder studies with method traceability built into deliverables
- +Produces defensible documentation for environmental impact assessment workflows
- +Supports natural capital and ecosystem services work when projects require valuation outputs
- –Limited emphasis on API automation or extensibility compared with data platforms
- –Requires governance discipline to maintain consistent methods across distributed field teams
- –Workflow fit depends on consulting-led delivery rather than self-serve resource data handling
Best for: Fits when project teams need consulting-led natural resource assessment delivery with repeatable methods.
Davey Resource Group
specialistEnvironmental and natural resource consulting division of The Davey Tree Expert Company providing vegetation and wetland services.
Managed vegetation and tree risk programs that translate assessment findings into crew-level work orders and follow-up monitoring reports.
Davey Resource Group couples field-tested natural resource engineering with managed program delivery for utilities and landowners. Its core work centers on forestry, tree risk management, and ecological consulting delivered through site crews, planning teams, and repeatable operating procedures.
- +Field execution aligns with plan-and-report workflows for regulated projects
- +Document deliverables fit permitting cycles and multi-stakeholder review timelines
- +Tree risk and vegetation management programs are operationally repeatable
- +On-site ecological monitoring supports evidence-based adaptive management
- –Requires clear governance of scope boundaries between assessment and remediation
- –Automation interfaces are not a focus compared with software-led vendors
- –API and data integration surface is not presented as a primary capability
- –Certain specialized analysis deliverables may require subcontractor coordination
Best for: Fits when utilities or land managers need coordinated field delivery with permit-ready documentation and monitoring.
SLR Consulting
specialistInternational environmental and advisory firm providing natural resource and ecological consulting services.
Project delivery practices that tie field investigation outputs to reserves and resources classification documentation packs.
SLR Consulting delivers natural resource services that combine field investigations, technical consulting, and implementation support for projects spanning minerals, energy resources, water resources, and environmental monitoring. Its consulting depth shows up in end-to-end workflows that connect data collection, reporting, and stakeholder-facing documentation for permits and resource governance programs.
- +End-to-end delivery across assessment, reporting, and stakeholder documentation workflows
- +Strong capability mix for minerals and energy resource programs with field data handling
- +Consistent project controls around documentation needed for resource governance and permitting
- +Engagement teams adapt methods to client standards for reserves and resources classification
- –Limited evidence of a developer-facing automation surface compared with software-first vendors
- –Governance-heavy engagements can require more coordination during method and template alignment
- –Tooling depth for live, interactive analytics appears secondary to consulting execution
- –API and data integration specifics are not clearly productized for external system provisioning
Best for: Fits when project delivery needs integrated consulting execution and governance-ready reporting across minerals, energy, and water programs.
Biohabitats
specialistEcological restoration and conservation firm specializing in natural systems design and watershed management.
Monitoring and adaptive management planning tied to ecological baselines and field methods, not just a one-time assessment output.
Biohabitats delivers natural resource services across habitat restoration, ecological assessment, and environmental monitoring for land and water projects. The firm pairs field and analytics workflows, so survey results can roll into reporting for resource management decisions.
- +Field-to-report workflows that connect ecological surveys to actionable recommendations
- +GIS-driven mapping and interpretation for habitats, corridors, and land-water interactions
- +Project teams that handle study design, sampling logistics, and technical documentation
- +Monitoring-focused delivery that supports adaptive management over time
- –Automation and API surfaces are not the center of the delivery model
- –Governance controls like RBAC and audit logs are not built for self-serve data operations
- –Configuration-heavy integration with existing systems may need custom project scoping
- –Turnaround depends on field availability and sampling windows
Best for: Fits when project teams need ecological study design through implementation support and monitoring on natural resource sites.
Dudek
specialistEnvironmental planning and engineering firm providing biological resource assessments and habitat conservation planning.
Agency-facing habitat and species study deliverables that translate survey findings into mitigation planning-ready outputs.
Dudek delivers natural resource services with a project delivery model built around field investigations and documentation that supports regulated decision-making.
- +End-to-end environmental study workflow from field work to agency-ready documentation
- +Consistent habitat and species deliverables aligned to permitting and mitigation planning
- +Practical coordination of water and land constraints into project decision points
- +Experienced staffing coverage across multi-discipline natural resources scopes
- –Automation and API surface are not a primary part of the offering
- –Resource governance artifacts like audit logs and RBAC controls are not packaged as software
- –Large, regulated scopes can require tight client-side input on constraints and access
- –Turnaround depends on field season windows and data availability for survey tasks
Best for: Fits when project teams need regulated environmental studies and mitigation planning delivered as structured work products.
Conclusion
After evaluating 10 natural resource, ICF 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 Natural Resource
Natural resource services cover resource assessment and regulated documentation delivery across water, land, mineral, and ecological workstreams. This guide covers ICF, Jacobs, HDR, AECOM, SWCA Environmental Consultants, Environmental Science Associates, Davey Resource Group, SLR Consulting, Biohabitats, and Dudek.
The provider set separates managed workstream delivery from API-first integration by how projects connect technical analyses to permitting and licensing deliverables. ICF is the strongest match when managed execution links technical studies to regulatory review artifacts. Jacobs and HDR skew toward accountable, cross-disciplinary evidence packages and repeatable review cycles rather than self-serve automation.
Natural Resource services that deliver field-to-permit assessment evidence for minerals, water, land, and ecology
Natural resource services convert field data into study outputs that support permitting and licensing, environmental reporting, and stakeholder-facing documentation. These workflows typically move from survey and analysis through GIS and modeling execution into report-ready deliverables.
ICF and Jacobs emphasize integrated evidence chains that tie technical resource assessment and modeling outputs to regulatory document workflows. HDR and AECOM focus on structured, multi-discipline delivery that links field findings to documentation control and permitting handoffs across specialties.
Natural Resource service capabilities that decide project delivery fit
Natural resource services succeed when they connect field and modeling work to permitting and licensing deliverables with consistent review artifacts. This guide emphasizes service execution patterns that reduce documentation drift across specialties.
ICF and Jacobs lead when accountable study outputs flow into regulatory document workflows. HDR and AECOM place heavier weight on document control and cross-discipline handoffs, while SWCA and Environmental Science Associates add traceable methods tied to environmental impact assessment deliverables.
Managed workstream delivery that maps analyses to permitting outputs
ICF is strongest for managed workstream execution that links technical analyses to permitting and licensing deliverables and review artifacts. AECOM also integrates assessment outputs with permitting and licensing documentation, but delivery depends more on staffed governance for handoffs.
Accountable evidence packages across field data, modeling, and stakeholder documentation
Jacobs focuses on integrated permitting and environmental evidence packages that connect field data, modelling outputs, and stakeholder-facing documentation under one delivery chain. HDR offers interdisciplinary technical review and document control across regulated natural resource deliverables with repeatable review cycles.
Traceable methodology documentation that carries assumptions from field work to reports
SWCA Environmental Consultants emphasizes study methodology documentation that ties field findings to environmental impact assessment deliverables with traceable assumptions. Environmental Science Associates similarly keeps survey results traceable through environmental impact assessment deliverables using method-driven practices.
Multi-agency documentation control and repeatable review cycles across workstreams
HDR is built around interdisciplinary technical review and document control for governed, end-to-end natural resource documentation. Jacobs supports audit-ready study outputs through staffed engineering and environmental specialists when teams need consistent coordination across disciplines.
Specialty delivery programs that translate assessment findings into crew-level work and monitoring
Davey Resource Group is oriented to managed vegetation and tree risk programs that translate assessments into crew-level work orders and follow-up monitoring reports. Biohabitats targets monitoring and adaptive management planning tied to ecological baselines and field methods instead of one-time assessment outputs.
Reserves and resources reporting packs tied to minerals, energy, and water programs
SLR Consulting ties field investigation outputs to reserves and resources classification documentation packs across minerals, energy, and water. ICF also supports integrated resource assessment to regulatory document workflows, with emphasis on execution tied to permitting deliverables.
How to choose a Natural Resource service based on delivery chain control
Natural resource buyers typically select service providers based on where control lives in the delivery chain. Some vendors run managed execution that pushes technical studies into permitting artifacts, while others optimize for staffed, accountable evidence packaging and document governance.
The clearest differentiator in this set is how the service model handles technical-to-document translation. ICF prioritizes managed workstream execution tied to permitting deliverables, while Jacobs and HDR prioritize cross-discipline evidence packages and repeatable review cycles. SWCA and Environmental Science Associates emphasize methodology traceability from field findings into environmental review deliverables.
Pick the delivery chain owner: managed workstream execution or accountable evidence packaging
Select ICF when the buyer needs managed workstream execution that links analyses to permitting and licensing deliverables and review artifacts. Choose Jacobs when accountable delivery needs field data, modeling outputs, and stakeholder-facing documentation under one delivery chain.
Choose the document governance emphasis for multi-disciplinary approval cycles
Choose HDR when governed, multi-agency natural resource documentation must be delivered end to end with repeatable review cycles across workstreams. Choose AECOM when staffed governance is the delivery mechanism for tying resource assessment outputs to environmental impact assessment documentation for permitting and licensing workflows.
Validate defensibility through traceable methodology and assumptions
Select SWCA Environmental Consultants when study methodology documentation must preserve traceability of assumptions from field findings into environmental impact assessment deliverables. Select Environmental Science Associates when method-driven practices must keep survey results traceable through environmental impact assessment deliverables across distributed field teams.
Match the provider to the program type: assessment-to-permitting or assessment-to-implementation
Select Davey Resource Group when vegetation or tree risk programs must translate assessment findings into crew-level work orders and monitoring reports. Select Biohabitats when the buyer needs monitoring and adaptive management planning tied to ecological baselines and implementation support rather than a one-time assessment output.
Assess reserves and resource classification deliverables for minerals and energy programs
Select SLR Consulting when reserves and resources classification documentation packs must be produced from field investigation outputs across minerals, energy, and water programs. Select ICF when the same field-to-document chain also needs integration into regulatory document workflows for permitting outputs.
Who benefits from these Natural Resource service delivery models
Buyers benefit most when the selected provider matches the organization that must carry documentation control through permitting and licensing. These service providers vary by whether the center of gravity is managed execution, evidence-package accountability, traceable methods, or implementation-linked monitoring.
The right match depends on whether the buyer needs technical analysis translation into regulatory artifacts, defensible methodology documentation, or work orders and monitoring that extend beyond reporting.
Agencies and operators running regulated natural resource studies tied to permitting and licensing deliverables
ICF is a strong match for managed natural resource studies where technical analyses must link to permitting and licensing deliverables and review artifacts. Jacobs also fits when cross-discipline coordination must produce audit-ready study outputs.
Organizations managing multi-agency review cycles that require repeatable documentation control
HDR fits when governed, multi-agency natural resource documentation must be delivered end to end with interdisciplinary technical review and document control. AECOM fits when staffed governance is required to integrate resource assessment outputs into environmental impact assessment documentation across specialties.
Teams that must defend assumptions and methods from fieldwork into environmental impact assessment deliverables
SWCA Environmental Consultants supports defensible methods by preserving traceability of assumptions from field findings into environmental impact assessment deliverables. Environmental Science Associates supports method traceability across field, analysis, and reporting workflows for multi-stakeholder studies.
Utilities and land managers translating vegetation assessments into crew work and follow-up monitoring
Davey Resource Group aligns with crew-level work orders and follow-up monitoring reports tied to vegetation and tree risk programs. This model fits when implementation and monitoring timelines matter as much as initial assessment documentation.
Project teams needing ecological design through monitoring and adaptive management planning
Biohabitats fits when ecological study design must connect field methods to monitoring and adaptive management planning rather than a single report output. Dudek fits when agency-facing habitat and species studies must translate survey findings into mitigation planning-ready outputs.
Common pitfalls when buying Natural Resource services
Natural resource projects fail when the buyer assumes all providers deliver the same kind of control over documentation and review artifacts. Several providers in this set focus on managed services rather than self-serve automation, and that mismatch creates governance friction during data handoffs.
Buyers also misjudge where traceability lives. Some providers embed defensible methods into deliverables, while others emphasize document control and repeatable review cycles across disciplines.
Assuming an API-first integration surface when the engagement model is managed services
ICF and Jacobs both emphasize managed execution and staffed delivery, which can limit self-serve automation compared with software-first vendors. HDR and AECOM also prioritize delivery chain control over developer-facing automation surfaces, so internal tooling integration needs alignment during scope definition.
Leaving scope boundaries unclear between assessment work and downstream remediation or monitoring work
Davey Resource Group depends on clear governance of scope boundaries between assessment and remediation to keep crew-level outputs consistent with follow-up monitoring expectations. Environmental Science Associates also requires governance discipline to maintain consistent methods across distributed field teams.
Treating document control as an afterthought in multi-disciplinary, multi-agency approvals
HDR’s value depends on repeatable review cycles, so buyers should plan documentation control requirements early rather than expecting them to emerge during revisions. AECOM’s delivery also relies on structured client input for assumptions, baselines, and data release requirements to support permitting handoffs.
Expecting methodology traceability without enforcing assumption documentation in field-to-report workflows
SWCA Environmental Consultants and Environmental Science Associates tie defensibility to traceable assumptions and method-driven documentation practices, so buyers must require that traceability in deliverable acceptance criteria. If acceptance criteria are vague, the trace chain can weaken across field and reporting steps.
How We Selected and Ranked These Providers
We evaluated ICF, Jacobs, HDR, AECOM, SWCA Environmental Consultants, Environmental Science Associates, Davey Resource Group, SLR Consulting, Biohabitats, and Dudek against execution and delivery fit for natural resource work. Features carried 40% of the weight, and ease and value each carried 30% of the weight.
ICF ranked highest because managed workstream execution connects technical analyses to permitting and licensing deliverables and review artifacts while maintaining integrated resource assessment to regulatory document workflows. Jacobs and HDR followed for accountable evidence packages and interdisciplinary document control, while SWCA and Environmental Science Associates scored strongly where defensible methodology traceability is the main differentiator.
Frequently Asked Questions About Natural Resource
How do ICF and Jacobs differ when the deliverable depends on permitting and licensing review cycles?
Which provider is better for reserves and resources classification work that needs defensible methods documentation?
When should a project choose HDR or AECOM for cross-discipline document control across multiple workstreams?
What breaks if a buyer expects an API-first integration model from Jacobs or Environmental Science Associates?
How does chain-of-custody style documentation show up in SWCA Environmental Consultants compared with Davey Resource Group?
Which firms are better suited for hydrological assessment deliverables that must match regulatory artifacts?
When does Biohabitats fit better than Dudek for environmental monitoring and adaptive management?
How do admin controls and governance practices differ between SLR Consulting and ICF?
What onboarding steps are typically needed to get productive delivery from AECOM and HDR within the first delivery cycle?
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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