No Two Patients Speak the Same Language
QInsights enabled a global medical technology company to make sense of in-depth interviews spanning surgeons, patients, and elite athletes—across countries, and without missing what matters in each conversation.
The Challenge
A global medical technology company develops and manufactures solutions that serve an unusually wide spectrum of people: from orthopaedic surgeons to elite football players and military personnel, to elderly patients recovering from hip and knee replacements. Understanding the needs, experiences, and outcomes of all these groups requires ongoing qualitative research—in-depth interviews and focus groups conducted across multiple countries and languages.
The analytical challenge was not the fieldwork. It was what happened afterwards. With tight timelines between data collection and strategic decision-making, analysts had little choice but to read through transcripts once, highlight what stood out, and construct findings from the most vivid or memorable moments. Cross-country studies were particularly difficult — impressions from different markets were compared in meetings rather than in the data itself. Important signals, especially from less articulate or more indirect respondents, were easily missed.
The deeper problem was confidence. Analysts often finished the process with a nagging sense that the findings were defensible but not truly grounded — and experienced internal stakeholders could sometimes sense exactly that.
"We were always working under time pressure, reading fast and hoping we hadn't missed something important. With so many different types of people in our research — patients, surgeons, athletes — the way they talked about the same issue could be completely different. A 70-year-old describing knee pain and a professional footballer describing the same injury barely sound like they're talking about the same thing."
The Solution
The research team integrated QInsights to work across their full portfolio of qualitative studies. Rather than relying on a single read-through, analysts could now upload complete transcript sets — whether from clinical interviews with surgeons in three countries, patient journey studies with elderly populations, or experience interviews with high-performance athletes — and interrogate the data conversationally. QInsights allowed them to ask the same question across very different respondent groups and immediately surface how the answers differed in language, emphasis, and emotional texture.
Crucially, QInsights held the full context of every respondent, making it possible to move fluidly between populations without losing the thread — and to trace every finding back to exactly who said it and how.
"The tool understands that a military patient and an elderly patient are not the same respondent. It doesn't flatten them into a single voice. That distinction is often exactly what we need to take back to product development or clinical strategy."
— Prof. Samantha Hurst
The Impact
QInsights transformed the period between fieldwork and deliverable from a pressured, impression-driven sprint into a structured, confident analytical process.
What previously consumed days of reading, re-reading, and cross-referencing — with no guarantee of completeness — could now be done in a fraction of the time.
The research team could cover the full dataset rather than the most memorable parts of it, and arrive at the reporting stage significantly faster without sacrificing depth-
"I used to finish an analysis wondering what I'd missed and whether I'd had enough time to do it properly. Now I finish faster, and I finish knowing I haven't missed anything. That's a completely different feeling — and it changes how you present your findings to people who are going to make real decisions based on them."
— Clinical Insights Lead, global MedTech company.