Examining variability across the diagnostic pathway between patients in different groups, with different symptoms or cancers and between organisations has informed service improvement and intervention development. My third area of focus is early diagnosis of cancer, largely in collaboration with Georgios Lyratzopoulos (UCL), funded by a series of awards from Cancer Research UK. I am currently a co-applicant on two NIHR funded projects, one focussed on online booking of appointments and another looking at digital facilitation. This has involved the evaluation of integrated care (National Integrated Care Pilots and the South London Integrated Care Pilot) and alternatives to face-to-face consultations such as the NIHR funded Telefirst project (co-applicant). ![]() My second area of interest relates to the evaluation of different modes of service delivery. I expanded my portfolio to work with the Cancer Patient Experience Survey – publishing over 50 papers derived from these two sources. ![]() IMPROVE had a focus on the GP Patient Survey particularly understanding how the data might be used and interpreted. ![]() This was founded on the NIHR funded programme grant IMPROVE where I was the lead statistician. My work has three broad areas of interest, the first of which is patient experience.
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