Using practice analytics to understand variation and support reflective practice
Project Participants
Status: Ongoing
Media Appearances
- Oncology RepublicPublished 22nd February 2023Can we do ‘person-centred’, even with reform?
Opportunity
Make better use of the masses of clinical performance data that’s collected by healthcare organisations to improve health outcomes for patients.
Project objective
This project will explore the role performance data collected through various systems such as billing and administration can play in supporting reflective practice by health professionals. Focusing on how this information can be extracted from data systems (such as Patient Administration Systems) and be used by clinical teams to engage in reflective practice.
Utilising co-design and engagement with practitioners, the project will also examine ways that clinical teams can use this data to reduce variation and support ongoing performance improvement.
The work will look at a range of primary clinical areas and endeavour to adopt an appropriate balance across practitioner and surgical areas.
Potential key areas of focus include:
- Respiratory
- Cardiology
- Neurology
- Gastroenterology
- Orthopaedic surgery
- Upper GI surgery
- Urology
- Neurosurgery
Publications
- Written Conference PaperPublished 6th August 2024Will older adults be represented in patient-reported data? Opportunities and realities
- Refereed Journal ArticlePublished 19th December 2023Australian medical regulations and the use of eHealth data analytics to strengthen Continuing Professional Development (CPD). A policy implementation gap analysis with the Australian Specialist Medical Colleges
- Refereed Journal ArticlePublished 9th August 2024Development and validation of interpretable Bayes machine learning model for risk adjustment of general outcome indicators: An example from Urology
- Refereed Journal ArticlePublished 12th January 2022An explainable machine learning framework for lung cancer hospital length of stay prediction
- Refereed Journal ArticlePublished 28th September 2022An exploration into physician and surgeon data sensemaking: a qualitative systematic review using thematic synthesis
- End-user PublicationAustralian Medical Regulations and New CPD Registration Standards for Medical Practitioners: Transforming CPD
- Refereed Journal ArticlePublished 16th February 2023Thought Leader Perspectives on the Benefits, Barriers, and Enablers for Routinely Collected Electronic Health Data to Support Professional Development: Qualitative Study
- Refereed Journal ArticlePublished 29th September 2022An exploration into physician and surgeon data sensemaking: a qualitative systematic review using thematic synthesis
- Refereed Journal ArticlePublished 25th July 2022Preadmission Assessment of Extended Length of Hospital Stay with RFECV-ETC and Hospital-Specific Data
- Refereed Journal ArticlePublished 26th December 2022Quality Indicators in Clinical Speciality of Urology: A Systematic Review
- Written Conference PaperPublished 1st December 2022"You can’t improve until you measure’: A Need Finding Study on Presenting Repurposed Clinical Indicators for Professional Learning
- Written Conference PaperPublished 3rd January 2023Extended Length of Hospital Stay in Orthopaedic Surgery - Frequency, Severity, and Risk Factors Associated with Different Treatment Procedures
- Refereed Journal ArticlePublished 14th February 2022State of the art dashboards for long-term learning based on clinical indicator data: a scoping review
- Written Conference PaperPublished 12th April 2021Towards clinical practice analytics: visualising repurposed routinely collected clinical indicator data to support reflection
Media Appearances
- Oncology RepublicPublished 22nd February 2023Can we do ‘person-centred’, even with reform?