
Overview
Background
Ian Scott is the Director of Internal Medicine and Clinical Epidemiology at the Princess Alexandra Hospital and a Professor with the Faculty of Medicine. He is a consultant general physician with clinical interests in in health services evaluation and improvement, clinical guidelines, clinical decision-making, evidence-based medicine, low value care, quality use of medicines, non-invasive cardiology, advance care planning, and older patient care. He chaired the Queensland Clinical Networks Executive 2022-2024, is the inaugural chair of the Australian Deprescribing Network (2014-2023), Metro South Clinical AI Working Group, and Queensland Health Sepsis AI Working Group (both ongoing) and is a founding member of the Australian and New Zealand Affiliate of the US Society to Improve Diagnosis in Medicine (ANZA-SIDM). He was also a member of Queensland Health System Quality, Safety and Performance Management Committee (2022-2024) and the Quality and Safety Committee (2015-2020) and the Digital Health Advisory Group of the Royal Australasian College of Physicians (RACP - ongoing). He is a past President of the Internal Medicine Society of Australia and New Zealand (2003-2005) and past member of the MBS Review Taskforce for Cardiac Services (2017-2019). He has led multi-site quality improvement collaboratives in acute cardiac care including both hospitals and Divisions of General Practice. He has been involved at senior level on various high-level committees in establishing policies for Queensland Health and/or RACP on electronic discharge summaries, clinical handover, clinical indicators, evaluation of physician performance, chronic disease management, perioperative medicine, medical assessment and planning units, and patient flow through emergency departments. He has published over 300 peer-reviewed articles, presented to over 170 national and international meetings, and is a recipient of several NHMRC and government research grants.
Availability
- Professor Ian Scott is:
- Available for supervision
Fields of research
Qualifications
- Masters (Coursework) of Health Administration, University of New South Wales
- Postgraduate Diploma in Education, The University of Queensland
- Masters (Coursework) of Education, The University of Queensland
- Royal Australasian College of Physicians, Royal Australasian College of Physicians
Research interests
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Clinical decision making
Investigation into how clinicians reason, the cognitive biases that may afflict that reasoning and ways for mitigating such bias, and the sociocognitive aspects of decision-making
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Low value care
Investigation into the drivers and manifestations of low value care (ie care that is ineffective, harmful or disproportionately costly for marginal benefit) and methods for reducing it
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Advance care planning
Investigation into how clinicians and patients can promote and participate in shared decision-making around end of life care which accounts for patient values and preferences and avoids unnecessary or unwanted invasive interventions in the last years of life.
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Evidence-informed clinical practice
Investigation into how clinicians can be assisted in ensuring their clinical practice aligns with best available research evidence of the effectiveness and safety of clinical interventions
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Diagnostic error
Investigation into the cognitive and system-related factors that predispose clinicians to making diagnostic error which currently affect around 1 in 10 diagnostic decisions, with potential to cause patient harm.
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Using artificial intelligence to improve clinical decision-making
Investigation into how predictive analytics using artificial intelligence, in particular machine learning, can be used to improve clinical decision-making.
Research impacts
I have investigated several quality anfd safety improvement (QSI) topics with publications influencing clinical and policy decisions, cited in 93 countries by 160 institutions (including Harvard, Stanford, Johns Hopkins Universities), 23 publications receiving 41 mentions in policy documents, 11 in top 5% of all outputs (Altmetric 2019). I was lead author of the first systematic review of effectiveness of acute medical units (AMU) and co-authored the first operational standards for AMUs in 2006 (with regular updates), both initiatives prompting many Australian hospitals to establish such units. I co-authored the first Cochrane review of early invasive versus conservative strategies for non-ST-elevation acute coronary syndromes in the stent era in 2016, wrote the first evidence-based Australian guide in perioperative medicine, and reported a case-control study suggesting increased cardiac risk with perioperative use of angiotensin antagonists (now being investigated in the first randomised trial). I have led and researched major QSI reforms within a large tertiary hospital which, within 12 months, increased percentage of patients with ED length of stay of <4 hours from 32% (worst in the country) to 62% (near top), decreased in-hospital mortality from 2.3% to 1.7%, and identified novel predictors of better outcomes. We undertook a study, with Health Roundtable and CSIRO, of 11 million acute presentations which validated a national emregency access target of 82%, which was then adopted by QH and subsequently by other states.
In response to the growing problem of potentially inappropriate polypharmacy (PIP) in older patients, I co-authored two literature reviews and four prevalence studies, and established the multidisciplinary Australian Deprescribing Network (ADeN) in 2014 (currently >400 colleagues). In 2015 we published a sentinel paper (560 citations to date, top 1% cited paper worldwide), detailing a method (CEASE protocol) for ceasing or dose reducing inappropriate medications – a process called deprescribing - which has been accepted as the international standard. I have co-authored a systematic review of enablers and barriers to deprescribing by clinicians and published papers that prove the efficacy of CEASE in hospital and primary care settings, the latter in a successful controlled trial involving 5 general practices (world first). In addition to Australian authorities (Aust Medicines Handbook), CEASE has been adopted by US advocates (Lown Institute among others), New Zealand (NZ Health), UK (NHS), Taiwan and Singapore (respective health ministries), and China (Guangdong Pharmaceutical Association). I have recently published a review of EMR-enabled tools for minimising polypharmacy, and am now researching means for identifying patients at high risk of medication harm and machine learning methods to predict better drug dosing.
I have proposed clinician-led strategies for minimising low value care (LVC) later endorsed by the Productivity Commission and the Australian Medical Association. I have researched the extent of LVC in Australian hospitals and, in a landmark paper, exposed the cognitive biases underpinning it, which has informed QH Value-based Care group and NSW Health. I have authored reviews of advance care planning (ACP) detailing its process and benefits, evaluated ACP implementation in a tertiary hospital, and assessed integration into nursing homes.
I have co-authored a review of the impacts of electronic medical records (EMR) in hospital practice and formulated an evidence-based EMR implementation checklist that is assisting other hospitals in their digital transformation (344 reads). More recently, I have established two clinical working groups targeting machine learning models aimed at early detection of sepsis and optimising drug dosing.
Works
Search Professor Ian Scott’s works on UQ eSpace
2008
Journal Article
Acute coronary syndromes: Exploring the best way forward in optimising care
Scott, Ian A. (2008). Acute coronary syndromes: Exploring the best way forward in optimising care. Medical Journal of Australia, 188 (12), 686-687.
2008
Journal Article
Chronic disease management: A primer for physicians
Scott, I. A. (2008). Chronic disease management: A primer for physicians. Internal Medicine Journal, 38 (6a), 427-437. doi: 10.1111/j.1445-5994.2007.01524.x
2008
Journal Article
Strengthening the scientific approach to clinical practice in the new physician training programme
Scott, I.A., Greenberg, P.B. and Phillips, P.A. (2008). Strengthening the scientific approach to clinical practice in the new physician training programme. Internal Medicine Journal, 38 (6a), 384-387. doi: 10.1111/j.1445-5994.2008.01681.x
2008
Journal Article
Comparing risk-prediction methods using administrative or clinical data in assessing excess in-hospital mortality in patients with acute myocardial infarction
Scott, Ian A., Thomson, Peter L. and Narasimhan, Seshasayee (2008). Comparing risk-prediction methods using administrative or clinical data in assessing excess in-hospital mortality in patients with acute myocardial infarction. Medical Journal of Australia, 188 (6), 332-336.
2008
Journal Article
Cautionary tales in the clinical interpretation of studies of diagnostic tests
Scott, I.A., Greenberg, P.B. and Poole, P.J. (2008). Cautionary tales in the clinical interpretation of studies of diagnostic tests. Internal Medicine Journal, 38 (2), 120-129. doi: 10.1111/j.1445-5994.2007.01436.x
2008
Journal Article
Interpreting risks and ratios in therapy trials
Scott, I. (2008). Interpreting risks and ratios in therapy trials. Australian Prescriber, 31 (1), 12-16. doi: 10.18773/austprescr.2008.008
2008
Journal Article
Improving quality and safety of hospital care: a reappraisal and an agenda for clinically relevant reform
Scott, I. A., Poole, P. J. and Jayathissa, S. (2008). Improving quality and safety of hospital care: a reappraisal and an agenda for clinically relevant reform. Internal Medicine Journal, 38 (1), 44-55. doi: 10.1111/j.1445-5994.2007.01456.x
2007
Journal Article
Reply
Scott, Ian A. (2007). Reply. Medical Journal of Australia, 187 (8)
2007
Journal Article
Analysing low-risk patient populations allows better discrimination between high-performing and low-performing hospitals: a case study using inhospital mortality from acute myocardial infarction
Coory, Michael and Scott, Ian (2007). Analysing low-risk patient populations allows better discrimination between high-performing and low-performing hospitals: a case study using inhospital mortality from acute myocardial infarction. Quality and Safety in Health Care, 16 (5), 324-328. doi: 10.1136/qshc.2006.018457
2007
Journal Article
The evolving science of translating research evidence into clinical practice
Scott, Ian A (2007). The evolving science of translating research evidence into clinical practice. ACP journal club, 146 (3)
2007
Journal Article
The evolving science of translating research evidence into clinical practice
Scott, Ian (2007). The evolving science of translating research evidence into clinical practice. Evidence-Based Medicine, 12 (1), 3-7.
2007
Journal Article
Discordance between level of risk and intensity of evidence-based treatment in patients with acute coronary syndromes
Scott, I. A., Derhy, P. H., O'Kane, D., Lindsay, K. A., Atherton, J. J. and Jones, M. A. (2007). Discordance between level of risk and intensity of evidence-based treatment in patients with acute coronary syndromes. Medical Journal of Australia, 187 (3), 153-159. doi: 10.5694/j.1326-5377.2007.tb01173.x
2007
Journal Article
Evidence-based guide to perioperative medicine
Scott, I., Lodge, R.S. and Russell, D.M. (2007). Evidence-based guide to perioperative medicine. Internal Medicine Journal, 37 (6), 389-401. doi: 10.1111/j.1445-5994.2007.01344.x
2007
Journal Article
Chronic disease management: time for consultant physicians to take more leadership in system redesign
Brand, C, Scott, I, Greenberg, P and Sargious, P (2007). Chronic disease management: time for consultant physicians to take more leadership in system redesign. Internal Medicine Journal, 37 (9), 653A-659. doi: 10.1111/j.1445-5994.2007.01442.x
2007
Journal Article
Pay for performance in health care: strategic issues for Australian experiments
Scott, I. (2007). Pay for performance in health care: strategic issues for Australian experiments. Medical Journal of Australia, 187 (1), 31-35.
2007
Journal Article
Reply - Discordance between level of risk and intensity of evidence-based treatment in patients with acute coronary syndromes
Scott, I. (2007). Reply - Discordance between level of risk and intensity of evidence-based treatment in patients with acute coronary syndromes. Medical Journal of Australia, 187 (8), 479-479.
2007
Journal Article
Should We add Clinical Variables to Administrative Data? The Case of Risk-Adjusted Case Fatality Rates After Admission for Acute Myocardial Infarction
Johnston, T. C., Coory, M. D., Scott, I. and Duckett, S. (2007). Should We add Clinical Variables to Administrative Data? The Case of Risk-Adjusted Case Fatality Rates After Admission for Acute Myocardial Infarction. Medical Care, 45 (12), 1180-1185. doi: 10.1097/MLR.0b013e318148477c
2006
Journal Article
Public reporting of hospital outcomes based on administrative data
Scott, Ian A. and Ward, Michael (2006). Public reporting of hospital outcomes based on administrative data. Medical Journal of Australia, 185 (10), 574-574.
2006
Journal Article
Cautionary tales in the interpretation of systematic reviews of therapy trials
Scott, I., Greenberg, P., Poole, P. and Campbell, D. (2006). Cautionary tales in the interpretation of systematic reviews of therapy trials. Internal Medicine Journal, 36 (9), 587-599. doi: 10.1111/j.1445-5994.2006.01140.x
2006
Journal Article
Is modern medicine at risk of losing the plot?
Scott, I. A. (2006). Is modern medicine at risk of losing the plot?. Medical Journal of Australia, 185 (4), 213-216.
Funding
Current funding
Past funding
Supervision
Availability
- Professor Ian Scott is:
- Available for supervision
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Supervision history
Current supervision
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Doctor Philosophy
Methods for presenting clinical AI predictions to clinicians
Associate Advisor
Other advisors: Dr Maxime Cordeil, Mr Anton Van Der Vegt
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Doctor Philosophy
Development and Integration of a Medication Harm Prediction Tool within an Australian Digital Hospital
Associate Advisor
Other advisors: Professor Michael Barras
Completed supervision
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2018
Doctor Philosophy
Minimising potentially inappropriate polypharmacy in community living older people: A multi-phase, mixed methods study to develop and pilot a general practitioner-led deprescribing intervention in primary care
Principal Advisor
Other advisors: Associate Professor Chris Freeman
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2002
Doctor Philosophy
COMPARATIVE STUDIES ON THE DEVELOPMENT OF CLINICAL REASONING
Associate Advisor
Media
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