In previous blogs, our sister agency AXON have identified an upward trend in the volume of publications presenting real world evidence (RWE) in healthcare journals. This trend was observed irrespective of the impact factor of the journal, which calls into question our industry’s reliance on impact factor when evaluating the reach and impact of published data. So how can we better understand which articles are effective?
The team at Madano have been working closely with AXON and their clients to try and find a more satisfactory answer to the question of impact. While we’re little a way off a definitive answer, we are now able to provide a much more nuanced and client-specific assessment of the value of a publication plan – at brand and therapy area level.
Our starting point was to take a step back and ask: what are our publications for? Addressing this more fundamental question soon had us and our clients thinking differently and we were able to build ‘theories of change’ for individual publication plans – i.e. a framework that articulates the changes in beliefs and behaviours we want our publications to trigger in our target audiences, and the outcomes that need to be measured to detect these changes.
Based on this framework, we are able to build a bespoke model of impact for each client. First, we identified all of the outcomes clients hope that publications could influence; for example, raising awareness of particular biomarkers or improving front-line practice. We then identified data sources that could act as proxies for these outcomes; for example, volume and nature of social media engagement using specific terminology, or seeing publications referenced in treatment guidelines.
To really assess the impact of an individual publication or publication plan as a whole, we needed to situate outcomes associated with our clients’ publications within the broader competitive landscape. To do this, our data science team have built web harvesting scripts to capture the specified outcomes for all publications within a given disease area – a total of around 14,000 across the last five years for psoriasis, for example. We then visualised this landscape as a topic map, highlighting high-frequency and high-impact topics, and comparing average impact scores for groups of publications to benchmark client performance.
The insights this approach generates provide huge value to publications teams and should be the foundation for designing a RW publication strategy. It can help you:
- Identify gaps in the landscape that, if filled, would create the most impact;
- Maximise a publication’s impact with key audiences by making informed decisions about author, journal and topic selection;
- Measure relative performance against your competitors and identify the most effective types of article or outputs for your different audiences;
- Deliver consistent reporting showing the overall value of each of your publications and their contribution to broader medical objectives.
This bespoke approach delivers a more nuanced answer to the question of publication impact. It generates insights that drive future strategy and tactical decisions to improve reach, engagement and impact. If you would like to hear more about how our approach can support your RWE publication efforts, please get in touch here.