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Outcomes and survey research

If a measure misses what matters to patients, every analysis built on it inherits the gap.


I design, validate and analyse the measures that capture patients' experiences and outcomes, from questionnaires to expert consensus, and I bring patients' and clinicians' voices into the research.

What I can do for you

  • Design and validate questionnaires: item response theory, factor analysis, structural equation modelling

  • Analyse patient-reported and clinician-reported outcomes

  • Run Delphi consensus studies with clinical and patient panels

  • Design and analyse longitudinal and mixed-methods surveys

  • Co-produce research with patients, carers and clinicians

Track record

  • Running a Delphi consensus study for a patient-experience charity on immune challenges in a blood cancer

  • Analysed survey data from 367 bereaved parents for a university research team, combining latent class, factor and thematic analysis

  • Co-ran the Oxford ARC study of adolescent mental health: 1,800+ young people and parents followed through 20 survey waves during Covid lockdowns

  • Wrote a roadmap for psychosocial care in pregnancy after loss together with bereaved parents and clinicians; its recommendations informed clinical guidelines in Australia and New Zealand

Who I work with

Patient-experience and outcomes consultancies, pharmaceutical patient-centred outcomes teams, health charities, universities and NHS research teams.


Need to measure something that matters? Get in touch: ana@stimulusanalytics.com

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