Week 1: Learning the Story Behind the Data

Week 1: Learning the Story Behind the Data
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This week I started my six-week placement with Cambridge Global Health Partnerships (CGHP), where I'm evaluating the organisation's impact over the past year. My role is to bring together evidence from partnership reports, participant reflections, interviews and survey data to understand the impact of CGHP's work for partner organisations, NHS staff and the wider healthcare system.

Before starting the placement, reciprocal learning was a phrase I had heard frequently in discussions about global health. CGHP’s approach helped me understand what it looks like in practice. Rather than bringing predefined solutions, NHS professionals work alongside local partners to address challenges that those communities have identified themselves. Projects are adapted to local contexts, and knowledge exchange happens in both directions. I was particularly struck by the emphasis on building local capacity through a "train the trainer" model, where the aim is to enable local professionals to continue teaching and developing others independently. It is an approach that places sustainability at the centre of the partnership rather than treating individual visits as isolated interventions.  Seeing this model in practice has strengthened my appreciation of what ethical global health engagement can look like.

As I worked through reports from previous years, I realised I needed a different way of organising the information to make sense of it. I created my own spreadsheet that brought together details such as partnership locations, projects, dates and supporting reports into a format that was easier for me to navigate. It also helped identify missing documents and broken links that we can now follow up on. Although this wasn't part of my original brief, it should make the next stage of analysis more structured and leave behind a resource that others can refer back to if needed.

Alongside organising the evidence, I also started thinking about how the impact would be best communicated. Previous reports have explored participants' experiences, and I'll be building on that by considering impact from the perspective of partner organisations and the wider value created for the NHS as well as CGHP’s funders. Another task is identifying what information would be useful to collect in the future so that CGHP can better demonstrate its impact while keeping reporting manageable for participants. I've come to understand that impact evaluation is about collecting the right evidence to tell the organisation’s story, not just analysing what’s available.

Personally, this placement already feels different from previous internships. Rather than gradually settling into a role, I've been trusted to take ownership of a defined project from the beginning. I've really appreciated the team's openness and willingness to answer questions. In fact, one of my favourite parts of the week has been that every question seems to uncover another piece of the puzzle. Each conversation or document has helped me build a clearer picture of how the organisation operates and how different partnerships fit together.

Next week, I'll begin working through the partnership reports and participant reflections to identify common themes and prepare for interviews with members. After spending this week understanding the context behind the project, I'm looking forward to exploring the stories behind the data and seeing how they come together to demonstrate the impact of CGHP's work.

CGHP is hosting an East of England Global Health Conference Nov 19th, 2026, which is open to healthcare professionals, students and researchers. If you are interested, please find more info here: https://cambridgeghp.org/events/5th-east-of-england-global-health-conference/

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Go to the profile of Benjamin Margetts
22 days ago

Charlotte,

This is an great first reflection - and I am pleased to see that, institutional rivalries notwithstanding, our rival city appears to be taking good care of you!

You explain the purpose and complexity of your placement very clearly, and creating the spreadsheet demonstrates valuable initiative. It has helped you understand the evidence base, exposed missing material and produced a resource that may remain useful to CGHP after your placement.

I was particularly interested in your developing understanding of impact evaluation. You describe it as collecting the right evidence to tell an organisation’s story. As the work develops, I would encourage you to ask how an evaluator can also test that story and remain open to uneven, unintended or less positive findings. How will you distinguish between evidence that illustrates impact, evidence that supports a credible claim of contribution and material that primarily communicates the organisation’s intentions?

Your discussion of reciprocal learning raises similarly valuable questions. What evidence would demonstrate that learning genuinely travels in both directions? How have international partners shaped NHS practice, and do partner organisations themselves experience the relationship as reciprocal and locally led? The distinction between a well-designed partnership model and evidence that it operates as intended could become an important part of your evaluation.

Being trusted with ownership from the outset is already giving you an opportunity to exercise leadership through initiative, organisation, curiosity and careful judgement. I look forward to seeing how your understanding changes once you begin comparing the documentary account with the experiences of different partners.