Using practice analytics to understand variation and support reflective practice
Project Participants
Status: Completed
Media Appearances
- Oncology RepublicPublished 22nd February 2023Can we do ‘person-centred’, even with reform?
Opportunity
Practice Analytics – a developing area of digital health research and development that harnesses workplace data to engage health professionals in reflective practice and learning for the optimisation of patient care. The data in diverse Electronic Health Data (EHD) sets, from systems such as Patient Administrative Systems (PAS) and Patient Reported Measures (PRMs), holds a wealth of insights on health professional performance and offers great potential for supporting the workforce in practice improvement. Despite this, there are significant gaps in understanding about all aspects of using EHD in this way.
Project objective
This project explored the role data collected through various systems in hospitals can play in supporting reflective practice by health professionals to improve health outcomes for patients.
Program objectives were distributed across workstreams focusing on different aspects of Practice Analytics across a range of primary clinical areas, including:
- how information can be extracted from data systems (such as Patient Administration Systems) to be used by clinical teams to engage in reflective practice.
- utilising co-design and engagement with practitioners to examine ways that clinical teams can use this data to reduce variation and support ongoing performance improvement.
- developing tools and pathways for research findings to be adopted in practice.
Publications
- Refereed Journal ArticlePublished 17th April 2025Ethical and legal considerations governing use of health data for quality improvement and performance management: a scoping review of the perspectives of health professionals and administrators
- Refereed Journal ArticlePublished 1st July 2025The role of medical regulations and medical regulators in fostering the use of eHealth data for strengthened continuing professional development (CPD): a document analysis with key informants’ interviews
- Refereed Journal ArticlePublished 12th August 2024Community perspectives on the use of electronic health data to support reflective practice by health professionals
- Refereed Journal ArticlePublished 1st September 2023Using eHealth Data to Inform CPD for Medical Practitioners: A Scoping Review with a Consultation Exercise with International Experts
- BlogPublished 16th October 2024Spill your guts, it could be good 4 u: Three ‘lessons’ doctors can learn from teenage girls
- Refereed Journal ArticlePublished 13th November 2024Using large administrative data for mining patients’ trajectories for risk stratification: An example from urological diseases
- Refereed Journal ArticlePublished 14th September 2024Variational Bayes machine learning for risk adjustment of general outcome indicators with examples in urology
- Written Conference PaperPublished 6th August 2024Will older adults be represented in patient-reported data? Opportunities and realities
- Refereed Journal ArticlePublished 30th September 2024Australian 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 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?


