Horizon Europe assesses research impact by looking beyond what projects produce to the changes their results can help achieve. Publications, prototypes and datasets remain important, but a convincing impact strategy explains who will use those results, what they will do differently, and how the consortium will support and document that change.
This distinction matters both when writing a proposal and when managing a funded project. The European Commission evaluates the credibility of expected impacts before funding decisions and monitors progress towards project objectives during implementation. Longer-term effects may only become visible after the grant ends.
Understanding this approach also requires distinguishing impact from knowledge valorisation: related concepts, but not interchangeable ones.
What is the difference between research outputs, outcomes and impacts?
Outputs are the immediate products of research; outcomes are changes resulting from their uptake; impacts are broader, often longer-term effects. These stages form a useful pathway for designing and assessing a project's contribution to society.
| Level | Key question | Illustrative example: a diagnostic research project |
|---|---|---|
| Activities | What does the consortium do? | Develop and validate a new diagnostic method |
| Outputs | What does the project produce? | A validated assay, dataset and scientific publications |
| Outcomes | Who uses the results, and what changes? | Laboratories adopt the assay in routine workflows |
| Impacts | What wider difference may follow? | Earlier diagnosis contributes to improved patient management |
An output is not automatically an outcome. Publishing a paper demonstrates that knowledge has been shared; it does not establish that practitioners have applied its findings. Likewise, an outcome is not necessarily a demonstrated societal impact. Wider effects depend on adoption, external conditions and contributions from other actors.
A strong proposal makes these dependencies explicit instead of treating them as guaranteed results.
How is impact assessed in Horizon Europe proposals?
For many Horizon Europe research and innovation actions, Impact is one of three principal evaluation criteria, alongside Excellence and Quality and efficiency of the implementation. The detailed evaluation questions, thresholds and weightings depend on the action type and call conditions.
Evaluators typically consider whether the proposed pathways towards the expected outcomes and impacts are credible, and whether the measures for dissemination, exploitation and communication are suitable and sufficiently developed. Applicants should therefore start with the expected outcomes in the topic description and the expected impacts described at the relevant programme level. Our guide to the three Horizon Europe evaluation criteria explains how Impact fits alongside Excellence and Implementation.
A practical approach is to work backwards:
- Identify the expected outcomes and impacts relevant to the call.
- Specify the project results that could contribute to them.
- Identify the organisations or groups that need to adopt or use those results.
- Describe the steps needed to reach those users and enable uptake.
- Define indicators, assumptions, risks and evidence sources.
For example, claiming that a new digital tool will “transform healthcare” is too broad. A more credible pathway explains which healthcare providers could adopt the tool, what validation and approvals may be required, what resources support deployment, and which measurable changes might follow.
Important: the proposal should demonstrate a credible contribution to the programme's ambitions, not claim that a single project will independently deliver every long-term policy impact.
What does knowledge valorisation mean in EU research policy?
Knowledge valorisation is the process of creating social and economic value from knowledge by connecting it with actors who can use it. It extends beyond commercialisation and can include public policy, education, standards, public services and social innovation.
For example, research results may be valorised when:
- A company incorporates a new method into a product or service.
- A public authority uses evidence to inform a policy decision.
- A clinical network adopts a validated practice.
- An educational institution incorporates findings into training.
- A standards organisation draws on project evidence.
- Another research team uses an openly available dataset or method.
Valorisation is therefore not synonymous with filing patents, creating start-ups or generating licensing income. These can be valuable routes, but they are not appropriate for every result.
The EU's Guiding Principles for Knowledge Valorisation, adopted through a Council Recommendation in 2022, promote wider uptake of research and innovation results across the European Research Area. They offer a policy framework; they should not be confused with a single mandatory impact indicator applicable to every Horizon Europe grant.
How do dissemination, exploitation and communication contribute to impact?
Dissemination shares project results with audiences that may use them; exploitation puts results to use; communication explains the project and its activities to wider audiences. Each serves a different purpose within the pathway to impact.
| Activity | Main purpose | Example | Possible evidence |
|---|---|---|---|
| Communication | Inform and engage audiences about the project | An accessible video explaining the research challenge | Audience reach, meaningful interactions, feedback |
| Dissemination | Make results available to potential users | A publication, workshop or reusable dataset | Downloads, attendance by target users, reuse requests |
| Exploitation | Enable actual use of results | A licensing agreement, follow-on research or adoption by a public service | Agreements, documented uptake, integration into practice |
The distinctions matter because visibility alone is not proof of uptake. A webinar with 500 attendees can be useful communication or dissemination, but it does not demonstrate that 500 organisations changed their practices. See the detailed comparison of communication, dissemination and exploitation in Horizon Europe.
Horizon Europe beneficiaries have obligations concerning dissemination and exploitation under their applicable Grant Agreement. Specific conditions, including open-science requirements and any call-specific provisions, should be checked against the signed agreement and its annexes.
Which indicators can measure research impact effectively?
Useful indicators follow the pathway from project activity to uptake and potential change. They should be relevant, measurable, proportionate to the project and supported by a realistic data-collection method.
| Stage | Example indicator | What it can show | Main limitation |
|---|---|---|---|
| Output | Number of validated prototypes | Technical progress | Does not show adoption |
| Dissemination | Number of target organisations accessing a dataset | Exposure among potential users | Access does not prove reuse |
| Uptake | Number of laboratories piloting a method | Early practical adoption | Pilot use may not continue |
| Outcome | Share of pilot users continuing after validation | Sustained uptake | May depend on funding and regulation |
| Longer-term impact | Documented contribution to improved service delivery | Wider practical value | Attribution may be difficult |
Combine quantitative and qualitative evidence. Numbers help track scale and trends; interviews, adoption case studies and documented decisions can explain how results were used and why change occurred.
Avoid indicators chosen solely because they are easy to count. Social-media impressions, for example, may help assess communication reach but are rarely sufficient to substantiate scientific, economic or societal impact.
How can you define a useful impact KPI?
For each indicator, record:
- Definition: exactly what is being measured.
- Baseline: the starting situation, where available.
- Target: a justified value and deadline.
- Data source: records, surveys, analytics, agreements or independent evidence.
- Owner: the partner responsible for collection and quality control.
- Frequency: when results will be reviewed.
- Limitations: uncertainty, external dependencies and attribution issues.
For instance, “ten hospitals contacted” measures outreach. “Three hospitals completing an independently documented pilot” provides stronger evidence of uptake. Neither, by itself, proves improved health outcomes.
How can a consortium build a credible pathway to impact?
A credible pathway links each important result to a target user, an adoption mechanism and a realistic expected change. It also identifies what could prevent uptake.
Consider a fictional project developing an energy-efficiency decision-support tool for municipalities:
| Element | Example |
|---|---|
| Result | Validated software and implementation guidance |
| Target users | Municipal energy managers |
| Uptake mechanism | Pilot deployments, training and procurement guidance |
| Short-term outcome | Participating municipalities use the tool in planning |
| Potential longer-term impact | Better-informed investments contributing to energy savings |
| Critical dependencies | Budget availability, data quality and local procurement decisions |
| Evidence | Pilot reports, user interviews, documented planning decisions |
This approach makes assumptions visible. The consortium can control the quality of the tool and the support it provides, but not every municipality's investment decisions or future energy prices.
A credible impact section therefore addresses barriers, such as regulatory approval, intellectual property, affordability, interoperability, skills gaps and market readiness, rather than presenting adoption as inevitable. Where ownership and access rights shape uptake, use the practical guide to exploitation and intellectual property in Horizon Europe.
Why do collaboration and project clustering matter for impact?
Collaboration can increase the likelihood that results are used by connecting projects with complementary expertise, infrastructure and stakeholders. It can also help avoid duplication and make evidence more useful to policymakers or industry.
Potential approaches include joint workshops, shared technical standards, coordinated stakeholder engagement, interoperability work and complementary exploitation plans. The value comes from a specific collaboration mechanism, not simply from joining a network or mentioning a cluster in a proposal.
European services such as the Horizon Results Platform and the Innovation Radar can help make results and innovations more visible. Their use should be matched to the maturity and nature of the results rather than treated as a substitute for an exploitation strategy.
How should research impact be monitored during and after a project?
Impact monitoring should begin during proposal preparation, continue throughout implementation and, where feasible, support follow-up after project closure. Many important effects take longer than the grant duration to materialise.
During the project, partners can maintain a results register, update uptake indicators, document stakeholder feedback and review exploitation barriers. Towards closure, they should identify who will maintain assets, relationships and monitoring activities after EU funding ends.
Horizon Europe reporting and post-project obligations depend on the applicable Grant Agreement and specific provisions. There is no universal rule that every Horizon Europe project must monitor all impacts for at least four years after closure. Beneficiaries should consult their grant conditions rather than assume a standard follow-up period.
A practical handover record for each key result should identify its owner, intended users, exploitation route, evidence available, next decision point and responsible contact after project end.
What can research organisations do to strengthen impact management?
Organisations can improve impact performance by treating exploitation and uptake as managed processes rather than last-minute reporting tasks. This does not require an elaborate dashboard, but it does require clear responsibilities and reliable evidence.
Useful institutional practices include maintaining a portfolio of exploitable results, linking research teams with technology transfer and policy engagement specialists, keeping records of external adoption, and revisiting exploitation plans when evidence changes.
For consortium coordinators, a simple quarterly review can ask: Which results have matured? Who is interested in them? What evidence of use exists? What barrier needs intervention? Who is responsible for the next step? These reviews can feed the project's exploitation and dissemination plan.
This creates a stronger connection between technical progress, stakeholder engagement and project management.
What are the most common mistakes when describing research impact?
| Common mistake | Why it weakens the case | Better approach |
|---|---|---|
| Equating publications with impact | Outputs do not establish use | Identify likely users and adoption pathways |
| Promising broad societal transformation | The causal chain is unclear | Specify a credible contribution and assumptions |
| Counting communication reach as exploitation | Awareness and uptake are different | Track actual adoption separately |
| Using unsupported numerical targets | Targets appear arbitrary | Explain baselines and estimation methods |
| Ignoring barriers and dependencies | The pathway looks unrealistic | Describe mitigation and external conditions |
| Starting exploitation at project end | Time for uptake is lost | Engage potential users early |
| Claiming full attribution for complex changes | Many actors influence outcomes | Document the project's contribution |
Frequently asked questions about Horizon Europe impact
Is impact the same as exploitation?
No. Exploitation is the use of project results, including in further research, products, services or policy. Impact refers to wider changes that may arise from that use, often through several intermediate outcomes.
Does every Horizon Europe project need commercial results?
No. Appropriate impact pathways depend on the topic and action. Scientific advances, public-sector uptake, standards, improved practices and social innovation can all be relevant. Applicants should follow the expected outcomes and impacts of their specific call.
Are publications and patents still important impact indicators?
Yes, as evidence of research outputs and, in some cases, steps towards uptake. They should not automatically be treated as proof of wider societal or economic change.
Can impact be demonstrated before a project ends?
Sometimes. Early uptake, pilot deployment, policy engagement or documented changes in practice can provide evidence of outcomes during implementation. Broader impacts may require longer observation.
What is the difference between expected outcomes and expected impacts in a Horizon Europe topic?
Expected outcomes generally describe changes that supported projects should contribute to, while expected impacts describe broader programme-level ambitions. The precise wording and relationship should be interpreted in the context of the relevant work programme and topic.
Is knowledge valorisation limited to intellectual property management?
No. Intellectual property can enable certain exploitation routes, but knowledge valorisation also includes open research reuse, education, public policy, standards and other ways of creating value from knowledge.
Conclusion: how can Horizon Europe projects turn results into meaningful impact?
The strongest impact strategies connect research outputs with identifiable users, realistic adoption pathways and verifiable evidence of change. They do not abandon publications or patents; they place them within a broader account of how knowledge may be used.
For Horizon Europe applicants, this means developing the impact logic alongside the research methodology and work plan. For funded consortia, it means reviewing uptake, barriers and evidence throughout implementation, with a plan for continuity beyond the grant where relevant.
The central question is not simply what will the project produce? It is who could use those results, what could change as a consequence, and how will we know?
Official resources and further reading
- European Commission — Horizon Europe: programme objectives and policy context.
- Funding & Tenders Portal: work programmes, topic conditions, proposal templates and grant documentation.
- Council Recommendation (EU) 2022/2415 on the guiding principles for knowledge valorisation: EU policy framework for creating value from knowledge.
- Horizon Results Platform: visibility and potential uptake of EU-funded results.
- Innovation Radar: information about innovations emerging from EU-funded research.
Editorial note: Examples and suggested KPIs in this article are illustrative, not mandatory Horizon Europe reporting indicators. Always consult the current topic documentation and the applicable Grant Agreement for binding requirements.