Real-World Evidence (RWE) Visualizations
Pubrica’s real-world evidence (RWE) visualization service supports HEOR, market access, medical affairs, publications and HTA submission teams by turning claims, EHR and registry analyses into finished static or interactive visualizations, with source data mapping and format variants for publications, payer dossiers and HTA submissions. Our data visualization specialists and biostatistics-literate designers work to the ISPOR-ISPE Good Practices for Real-World Data Studies of Treatment and/or Comparative Effectiveness; a named subject specialist leads your project from brief to delivery, and a second, independent reviewer checks each visualization before it reaches you.
- One or more finished data visualizations — included in every engagement
- Source data mapping/documentation tying each visualization back to the underlying RWE dataset and analysis — included in every engagement
- Format variants suitable for the target use — included in every engagement
- Prepared to named standards, including ISPOR-ISPE Good Practices for Real-World Data Studies of Treatment and/or Comparative Effectiveness
- Project-based pricing: we provide a written quote after a short scoping call
One or more finished data visualizationsIncluded
Source data mapping/documentation tying each visualization back to the underlying RWE dataset and analysisIncluded
Format variants suitable for the target useIncluded
Accessibility and labeling review of each visualizationIncluded
A fixed price before scopingNot included
Brief → scoping → draft → delivered
- One or more finished data visualizations
- Source data mapping/documentation tying each visualization back to the underlying RWE dataset and analysis
- Format variants suitable for the target use
- Accessibility and labeling review of each visualization
Deliverables
Real-World Evidence (RWE) Visualizations Deliverables
Each deliverable below is built in-house by Pubrica’s data visualization specialists and biostatistics-literate designers.
Who We Serve
Organisations We Support with RWE Visualizations
We prepare RWE visualizations for teams that present real-world data to payers, HTA bodies and journals.
Compliance and Standards
Compliance Standards for RWE Visualizations
The good-practice guidance that governs how RWE findings are reported and presented.
ISPOR-ISPE Good Practices for Real-World Data Studies of Treatment and/or Comparative Effectiveness
These joint task-force recommendations govern how RWD studies are designed, analyzed and reported, and any visualization of their findings must represent them faithfully.
ISPOR Real-World Evidence Transparency Initiative
The initiative promotes prospective registration and transparent reporting of RWE studies, so that visualized findings can be traced to a registered, transparent analysis rather than selectively presented results.
Quality management (cert. H3CR9TCU20251212INDQM10N)
Pubrica’s certified quality management system governs how each project is run, reviewed and documented.
Responsible Use of AI
Our Approach to AI Use in RWE Visualizations
We use generative AI tools only for drafting and iteration, and never where the output could be mistaken for verified clinical data or a real patient.
Why We Do Not Publish AI Accuracy Figures
Accuracy figures for AI design and content tools are usually reported by the vendors that sell them.
For this reason, we do not quote an accuracy figure of our own. We tell you which tool was used on your project, at which stage, and what the named reviewer changed afterwards.
Our Process
How an RWE Visualization Project Works
Each project follows four steps, with a draft review before final production so that any misunderstanding of the brief is corrected early.
Submit Your Brief and Reference Material
Tell us what the visualizations need to communicate, who will see them and anything that must or must not appear, and send any existing assets, brand guidelines or source material we should work from.
Scoping Consultation
We confirm the audience and the applicable standards and, for scoped projects, the factors that determine the final quote.
Concept and First Draft
A subject specialist and the production team prepare the first version against the brief, and it is reviewed internally for accuracy before it is sent to you.
Revisions and Final Delivery
We incorporate your revisions and deliver the files listed on this page, including the working files, so the material can be updated later without starting again.
Request a Free Scoping Assessment for Your RWE Visualization
We confirm the cost, timeline and applicable standards before you commit. The assessment is free and takes two business days.
Our Experts
Your RWE Visualization Team
The same named team of specialists works on your project from scoping to delivery.
Determines what the work can claim on the basis of the evidence, and advises you clearly when the brief asks for something the evidence does not support.
Reviews the work independently of the first pass, with particular attention to factual accuracy. Any disagreements are logged and adjudicated by a third reviewer.
Responsible for file formats, compliance with the destination’s specification and the handover of working files, so that the delivered files match your brief.
Checks that each deliverable meets the standards that apply to it, such as MLR requirements, WCAG or the relevant regulatory guidance.
Evidence Base
Why RWE Visualizations Matter
Each point below is drawn from published sources or from our team’s review practice. We can share the source or the responsible reviewer on request.
Packages
RWE Visualization Pricing Based on Project Scope
This service is priced after a short scoping call, because the cost depends on the factors listed below.
Real-World Evidence (RWE) Visualizations
The final price depends on the following factors.
Scoped quoteAfter a short, free scoping call
Delivery Set at scoping, typically 15–25 business days
- ✓The volume and complexity of what is being built
- ✓The number of markets, languages or regulatory regions involved
- ✓Whether new source material (photography, footage, data access) has to be commissioned
Quality Assurance
Our Service Commitments
Our revision commitment, its limits and the remedy are set out before work begins.
Our revision commitment
Free Revisions Against the Agreed Brief and Named Standards
Within the agreed scope, we revise at no additional cost any work that does not match the brief or a standard named on this page.
01
The brief is confirmed before production
We confirm the brief at scoping so that any misunderstanding is resolved before production starts.
02
A named reviewer approves the work before delivery
The review is carried out against the standards listed on this page.
03
AI use is disclosed
We tell you which tool was used, at which stage, and what the reviewer changed afterwards.
04
Working files are handed over
You receive the working files, so the material can be updated later without starting again.
Client Testimonials
Real-World Evidence (RWE) Visualizations FAQs
Frequently Asked Questions About RWE Visualizations
If your question is not answered here, please ask an expert. No quote is required.
Pubrica’s real-world evidence (RWE) visualization service supports HEOR, market access, medical affairs, publications and HTA submission teams by turning claims, EHR and registry analyses into finished static or interactive visualizations, with source data mapping and format variants for publications, payer dossiers and HTA submissions. Our data visualization specialists and biostatistics-literate designers work to the ISPOR-ISPE Good Practices for Real-World Data Studies of Treatment and/or Comparative Effectiveness; a named subject specialist leads your project from brief to delivery, and a second, independent reviewer checks each visualization before it reaches you.
The core deliverable is one or more finished data visualizations (static or interactive) per requested figure. The full list appears on this page under Deliverables.
ISPOR notes that while clinical trial evidence remains the gold standard for treatment efficacy, real-world data offers more timely, lower-cost evidence, larger samples for subgroup and rare-event analysis, and better reflects outcomes in routine practice than trial data -- which is the underlying case for why RWE needs clear presentation to decision-makers.
Our specialists apply these published findings and the relevant regulatory guidance when planning and reviewing each project.
The cost depends on the scale and complexity of the brief.
A short scoping call allows us to quote accurately for your project before you commit.
HEOR and market access teams commission it to prepare payer dossiers.
Medical affairs and publications teams submitting RWE findings to journals
These joint task-force recommendations govern how RWD studies are designed, analyzed and reported, and any visualization of their findings must represent them faithfully.
Our specialists apply this standard from the start of the project rather than correcting for it after review.
Related Services
Related Digital Health Experience Services
Other Digital Health Experience services, and related services elsewhere at Pubrica.
1SAME STAGEMeasure & present data
Clinical trial dashboardsDashboards that show enrollment and risk in real time. Clinical trial decentralization UXDecentralized trial tasks that participants can complete independently.2ELSEWHERE IN DIGITAL HEALTH EXPERIENCEa different stage
MoA & disease state artAccurate mechanism of action and disease state illustration. Interactive medical UI/UX designInterface design for clinicians and patients.Insights
Further Reading on Visual Content Production
Request a Free Scoping Assessment for Your RWE Visualization
We confirm the cost, timeline and applicable standards before you commit. The assessment is free and takes two business days.