REF readiness: evidencing Engagement & Impact

Retrospective storytelling alone cannot be used to evidence research impact. And that is one core point underlined in the 2029 Research Excellence Framework (REF); in fact it highlights that impact is assessed on whether reach and significance can be clearly evidenced and traced back to the research question itself, and whether institutions can demonstrate a clear, credible connection between research activity and real-world change.

Moreover, analysis of REF 2021 impact case studies reinforces an important reality: impact is rarely a linear, end-of-project activity. Instead, it is built through engagement, partnerships and co-production across the research lifecycle. REF 2029 now makes this explicit, recognising these non-linear and engagement-led pathways to impact.

“For universities, quite often the challenge is not generating the impact itself but having access to a joined-up evidence-based view of where and how impact is already beginning to emerge… early enough to be recognised, sustained and built upon,” says Ann Campbell, Director Research Impact & Comparative Analytics at Digital Science, drawing on her experience supporting REF submissions in a previous university role as Research Systems and Data Manager.

Impact often starts with research embedded beyond academia

“Analysing the REF 2021 Impact Case Study data helps clarify where impact really begins,” says Campbell. Of the 6,361 impact case studies submitted, 6,045 included underpinning research publications that could be identified and matched in Dimensions using DOIs, ISBNs and bibliographic metadata. “This allowed us to explore patterns in authorship, collaboration, and external engagement,” she explains.

Within these 6,045 case studies:

  • 1,193 were underpinned by research co-authored with healthcare partners
  • 1,040 involved government partners
  • 913 involved industry
  • 866 involved non-profit organisations

“This shows that a substantial proportion of REF impact is built on research already embedded in external systems, not simply disseminated afterwards,” she explains.  Across disciplines, different pathways are visible: health impact is dominated by healthcare-embedded research; technological impact often emerges from industry-embedded R&D; and environmental impact is closely linked to government and NGO networks.

Interconnected data in Dimensions helps universities see where their research is already connected to the world beyond academia, whether through hospitals, government bodies, industry or public organisations. This makes it possible to identify areas of research that are naturally well positioned to generate impact, early in the cycle.

“It is, however, important to emphasise that this kind of analysis does not select impact case studies or predict REF outcomes. Rather, it supports better understanding of where strong impact is already emerging, so institutions can recognise it sooner and support it more effectively over time,” says Campbell. “Crucially, this kind of analysis also helps institutions identify case studies that already have the building blocks of a REF-ready narrative – where links between underpinning research, external uptake, and corroborating evidence are clearer, traceable and easier to articulate.”

Engagement needs to be captured early, not reconstructed later

Even when research is externally embedded, evidence of engagement is often fragmented or lost in advisory roles, policy input or informal collaborations.  Over time, staff movement, changing roles and organisational turnover can erode institutional memory, making it harder to reconstruct how engagement unfolded and how impact developed.This creates risk when institutions later need to reconstruct timelines and narratives under time pressure.

REF 2029 explicitly requires units to describe how engagement and partnerships enabled impact, not just the outcomes. This means engagement activity should be recorded as it happens, not retrospectively inferred.

That is why it becomes important to have systems like Symplectic Elements that provide structured capture of engagement activity and linking it to related data such as people, publications and grants. In practice, it acts as an institutional memory layer, supporting traceability and consistency without assessing impact itself.

Impact relies on materials, not just publications

Impact pathways differ sharply by discipline. Health impact is evidenced through clinical guidelines and policy; technological impact through patents and translation; environmental impact through policy reports and media; and social and cultural impact through public and professional discourse.

Many of these pathways rely on outputs beyond the traditional journal article including datasets, reports, briefings, tools and other materials that support engagement and use. In many cases, these sit alongside conventional publications as part of a broader impact narrative. Yet these materials are often poorly preserved, uncitable or disconnected from the research record.

Research repository services such as Figshare support institutions by providing persistent access to impact-supporting materials, assigning DOIs and stable landing pages, and enabling transparency and reuse. Institutions may use Figshare, for example, either as a dedicated repository for non-traditional research outputs, or as a full institutional repository capturing both traditional publications, datasets,  and wider research outputs, depending on their infrastructure and needs.

Making external uptake visible

REF 2021 impact narratives and their underpinning research leave clear, traceable signals of real-world use, from policy and clinical guidelines to patents, Wikipedia and news. The mix of these signals varies by discipline, revealing different pathways from research to real-world change.

Tools like Altmetric reveal where research is being cited in policy and guidelines, taken up in patents, and discussed in media and public discourse. It does not just measure impact, but provides external confirmation of engagement and uptake, aligned with how REF panels assess reach and significance.

From reactive reporting to impact readiness

REF impact is built through sustained interaction with the world beyond academia. Institutions that invest early in understanding, capturing and evidencing engagement are better placed to meet REF expectations with confidence. Digital Science supports this readiness by strengthening evidence and decision-making while leaving judgement firmly with institutions and REF panels.

REF readiness is about leading, not lagging. It means planning ahead and building on early engagement signals, not relying on retrospective evidence gathering at the end of the research cycle.

Institutions that prepare most effectively:

  • understand where their research connects with the world, with interconnected data solutions, e.g., Dimensions
  • capture and structure engagement activity as it happens, linking people, publications and grants through systems such as Symplectic Elements 
  • preserve the materials that support impact claims by investing in a repository that mints research data and NTRO’s, like Figshare
  • validate reach and uptake beyond the institution using tools such as Altmetric

Together, these become the building blocks of REF-ready impact narratives: clearer to articulate, easier to evidence, and more credible to defend.

The post REF readiness: evidencing Engagement & Impact appeared first on Digital Science.



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🧲 Developing Sustainable Bioreactors with Magnetically Actuated Smart Materials🌱


 Developing sustainable bioreactors using magnetically actuated smart materials is opening new horizons in biotechnology and green engineering. 🌱🧲 These innovative systems use magnetic fields to control internal mixing, cell stimulation, and fluid dynamics without traditional mechanical agitators. This contactless operation reduces contamination risks and improves overall process efficiency. πŸ§ͺ

Magnetically responsive polymers and nanoparticles enable precise, real-time control of biological environments. ⚙️ By adjusting magnetic signals, researchers can enhance nutrient distribution, oxygen transfer, and metabolic activity inside the reactor. This smart control leads to higher yields in applications such as biofuel production, tissue engineering, and pharmaceutical manufacturing. πŸ’Š

Sustainability is a central advantage of these advanced bioreactors. 🌍♻️ Reduced energy consumption, lower mechanical wear, and optimized resource use make them environmentally friendly and cost-effective. As innovation continues, magnetically actuated smart materials are set to revolutionize scalable, eco-conscious bioprocessing technologies worldwide. πŸš€

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🌱Sustainable Transformation of Waste Cooking Oil: Global Valorization Pathways & Future Directions♻️


 The sustainable transformation of waste cooking oil (WCO) is gaining global attention as industries and researchers seek eco-friendly alternatives to fossil-based resources 🌱♻️. Instead of being discarded and causing water and soil pollution, WCO can be converted into valuable products like biodiesel, bio-lubricants, soaps, and bioplastics. This approach supports the circular economy πŸ”„ by turning everyday kitchen waste into renewable energy and green materials 🌍.

Across the world, innovative valorization pathways are emerging ⚙️πŸ”₯. Technologies such as transesterification, pyrolysis, and hydroprocessing enable efficient conversion of waste oil into clean fuels and high-value chemicals. Countries are also implementing collection systems and supportive policies to streamline supply chains and reduce environmental impact. These advancements not only lower greenhouse gas emissions 🌎 but also create economic opportunities and green jobs πŸ’Ό.

Looking ahead, future directions focus on improving process efficiency, reducing production costs, and integrating advanced catalysts and AI-based optimization πŸ€–πŸ§ͺ. Collaboration between academia, industry, and policymakers is crucial for scaling up sustainable solutions. By embracing innovation and responsible consumption, the global community can transform waste cooking oil into a powerful driver of sustainable development and energy security ⚡🌿.

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πŸ›️Status and Subfield: Mapping Sociological Specializations Across Departments πŸ“Š


The discipline of sociology has evolved into a diverse landscape of specializations, ranging from gender studies and urban sociology to digital sociology and environmental research. Across universities, the distribution of these subfields often reflects institutional priorities, funding patterns, and societal needs. Some departments emphasize quantitative research and policy analysis, while others prioritize critical theory or community-based engagement. πŸ“š✨

The status of a subfield within a department can shape hiring decisions, curriculum design, and research visibility. Well-established areas such as medical sociology or criminology may receive stronger institutional support, while emerging areas like digital inequality or climate migration are gradually gaining recognition. These patterns influence collaboration networks, publication output, and student enrollment trends. πŸ”πŸ“ˆ

Understanding how sociological specializations are distributed helps reveal broader academic power structures and intellectual trends. It also encourages departments to evaluate balance, inclusivity, and innovation within their programs. By recognizing both dominant and emerging subfields, sociology can remain responsive to global challenges and evolving social realities. 🌍🀝

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πŸ” The Intersection of Human Rights and Mandatory Arbitration: An Overview


In today’s evolving legal landscape, the relationship between human rights and mandatory arbitration ⚖️ has become a topic of growing importance. Mandatory arbitration requires parties to resolve disputes outside traditional courts, often through private tribunals. While it offers efficiency, reduced costs, and quicker resolutions ⏳, concerns arise about whether it adequately protects fundamental human rights such as access to justice, equality, and due process 🌍.

One key issue is the potential imbalance of power between corporations and individuals 🀝. Employees, consumers, or marginalized groups may be required to sign arbitration agreements without fully understanding their implications. This can limit transparency and reduce opportunities for public scrutiny πŸ”. Critics argue that private proceedings may restrict appeals and set fewer procedural safeguards compared to open court systems πŸ›️.

However, supporters believe arbitration can provide flexible and specialized dispute resolution mechanisms πŸ“š. When designed with fairness and accountability in mind, it can complement judicial systems rather than undermine them. The challenge lies in striking a balance ⚖️—ensuring efficiency while upholding the core principles of human rights, dignity, and equal protection under the law ✨.

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FigureTwo launches with State of Open Data showcase

In this guest post, FigureTwo Founder and CEO Jeff Lang offers an important update since winning the Digital Science Catalyst Grant, and shares reimagined versions of key figures from the State of Open Data 2025 report.

In December, we were honoured to be named Digital Science Catalyst Grant winners, joining an esteemed alumni of startups working to improve technology across the scholarly landscape. Since receiving the grant, our team has been hard at work refining the platform and launching our MVP. We’re delighted to announce—during this very special Love Data Week—that FigureTwo is now open to everyone.

FigureTwo is reimagining scientific communication by helping authors create figures that are engaging, transparent, and easy to understand. Our AI-powered platform produces web-native visualizations that are data-connected, mobile-ready, accessible, and FAIR-compliant. These next-generation figures allow everyone—from peer reviewers to policymakers—to explore underlying data, validate results, and gain deeper insights.

With more than 35 million figures published every year, there’s a huge opportunity to reduce the time spent creating publication-ready visuals while ensuring authors, institutions, and publishers meet growing accessibility and open science requirements.

Our early user testing has highlighted a major gap: researchers rarely have tools designed specifically for creating figures in an academic and scholarly communication context. Instead, they rely on general-purpose software such as Excel, Word, PowerPoint, Google Suite, or Canva. FigureTwo fits seamlessly into existing workflows, making figure creation easier while also meeting standards, legislation, and publisher requirements out of the box.

In the spirit of data reuse and standing on the shoulders of giants, we’ve recreated the figures from the State of Open Data 2025 report and are now available in the FigureTwo gallery. We’ve long admired the work that Figshare, Digital Science, and Springer Nature have invested in this project over the past decade. By rebuilding these figures as data-connected visualizations, we’ve made it easier to analyse, contextualise, and explore the data.

State of Open Data 2025 figures in the FigureTwo gallery.
State of Open Data 2025 figures in the FigureTwo gallery.

This is just the beginning of the journey, and we encourage you to create an account and start building figures today.

What’s coming next

  • Publishing with a DOI
  • Long-term preservation
  • AI agent support
  • Templates
  • Publisher-specific exports
  • …and more

We’re growing fast and we want your input! Let us know which parts of the figure making process need improvement first.


For further reading, see Jeff’s guest post at The Scholarly Kitchen: Putting the “U” in FAIR.

The post FigureTwo launches with State of Open Data showcase appeared first on Digital Science.



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πŸ† Outstanding Contribution Award: Celebrating Excellence and Impact 🌟


 The Outstanding Contribution Award honors individuals who have demonstrated exceptional dedication, innovation, and long-term impact in their field. This prestigious recognition is not just about achievement—it celebrates passion, leadership, and the drive to create meaningful change. Awardees stand out for their commitment to excellence and their ability to inspire others. πŸ’‘✨

Recipients of this award have made significant contributions that advance knowledge, strengthen communities, and elevate professional standards. Whether through groundbreaking research, visionary leadership, or community service, their efforts leave a lasting legacy. πŸŒπŸ“š Their work reflects integrity, perseverance, and a strong sense of responsibility.

The Outstanding Contribution Award is more than a title—it is a tribute to those who go above and beyond to make a difference. By recognizing these remarkable individuals, we encourage a culture of innovation, collaboration, and continuous improvement. πŸŽ‰πŸ‘

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REF readiness: evidencing Engagement & Impact

Retrospective storytelling alone cannot be used to evidence research impact. And that is one core point underlined in the 2029 Research Exce...

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