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
2020
Journal Article
Achieving greater clinician engagement and impact in health care improvement: an unmet imperative
Scott, Ian A., Kallie, Jennifer and Gavrilidis, Areti (2020). Achieving greater clinician engagement and impact in health care improvement: an unmet imperative. Medical Journal of Australia, 212 (1), 5-7.e1. doi: 10.5694/mja2.50438
2020
Journal Article
Promises and perils of using genetic tests to predict risk of disease
Scott, Ian A., Attia, John and Moynihan, Ray (2020). Promises and perils of using genetic tests to predict risk of disease. BMJ, 368 m14, m14. doi: 10.1136/bmj.m14
2020
Journal Article
Providing palliative care closer to home: a retrospective analysis from a remote Australian hospital
Watson, Benjamin J, Budd, Richard, Waran, Eswaran, Scott, Ian and Quilty, Simon (2020). Providing palliative care closer to home: a retrospective analysis from a remote Australian hospital. Internal Medicine Journal, 50 (1) imj.14666, 48-53. doi: 10.1111/imj.14666
2019
Journal Article
GP‐led deprescribing in community‐living older Australians: an exploratory controlled trial
Anderson, Kristen, Freeman, Christopher, Foster, Michele and Scott, Ian (2019). GP‐led deprescribing in community‐living older Australians: an exploratory controlled trial. Journal of the American Geriatrics Society, 68 (2) jgs.16273, 403-410. doi: 10.1111/jgs.16273
2019
Journal Article
Dysregulation of calcium metabolism in type 1 myotonic dystrophy
Hlaing, Phyu M., Scott, Ian A. and Jackson, Richard V. (2019). Dysregulation of calcium metabolism in type 1 myotonic dystrophy. Internal Medicine Journal, 49 (11), 1412-1417. doi: 10.1111/imj.14307
2019
Journal Article
Machine learning in clinical practice: prospects and pitfalls
Scott, Ian A., Cook, David, Coiera, Enrico W. and Richards, Brent (2019). Machine learning in clinical practice: prospects and pitfalls. Medical Journal of Australia, 211 (5), 203-205. doi: 10.5694/mja2.50294
2019
Journal Article
Audit‐based measures of overuse of medical care in Australian hospital practice
Scott, Ian A. (2019). Audit‐based measures of overuse of medical care in Australian hospital practice. Internal Medicine Journal, 49 (7), 893-904. doi: 10.1111/imj.14346
2019
Journal Article
Derivation and validation of a risk score for predicting mortality among inpatients following rapid response team activation
White, Kyle, Bernard, Anne and Scott, Ian (2019). Derivation and validation of a risk score for predicting mortality among inpatients following rapid response team activation. Postgraduate Medical Journal, 95 (1124), 300-306. doi: 10.1136/postgradmedj-2018-136060
2019
Journal Article
Going beyond the guidelines in individualising the use of antihypertensive drugs in older patients
Scott, Ian A., Hilmer, Sarah N. and Le Couteur, David G. (2019). Going beyond the guidelines in individualising the use of antihypertensive drugs in older patients. Drugs and Aging, 36 (8), 675-685. doi: 10.1007/s40266-019-00683-8
2019
Journal Article
Measuring 21 low-value hospital procedures: claims analysis of Australian private health insurance data (2010-2014)
Chalmers, Kelsey, Pearson, Sallie-Anne, Badgery-Parker, Tim, Brett, Jonathan, Scott, Ian A. and Elshaug, Adam G. (2019). Measuring 21 low-value hospital procedures: claims analysis of Australian private health insurance data (2010-2014). BMJ Open, 9 (3) e024142, e024142. doi: 10.1136/bmjopen-2018-024142
2019
Journal Article
The appropriateness of coronary investigation in myocardial injury and type 2 myocardial infarction (ACT-2): a randomized trial design
Lambrakis, Kristina, French, John K., Scott, Ian A., Briffa, Tom, Brieger, David, Farkouh, Michael E., White, Harvey, Chuang, Anthony (Ming-Yu), Tiver, Kathryn, Quinn, Stephen, Kaambwa, Billingsley, Horsfall, Matthew, Morton, Erin and Chew, Derek P. (2019). The appropriateness of coronary investigation in myocardial injury and type 2 myocardial infarction (ACT-2): a randomized trial design. American Heart Journal, 208, 11-20. doi: 10.1016/j.ahj.2018.09.016
2019
Journal Article
Response to: ‘Sentinel lymph node biopsy for in situ melanoma is unlikely in Australia’ by Morton and Thompson
Badgery-Parker, Tim, Pearson, Sallie-Anne, Scott, Ian A. and Elshaug, Adam G. (2019). Response to: ‘Sentinel lymph node biopsy for in situ melanoma is unlikely in Australia’ by Morton and Thompson. BMJ Quality and Safety, 28 (3), 255-256. doi: 10.1136/bmjqs-2018-009213
2019
Journal Article
Hope, hype and harms of Big Data
Scott, Ian A. (2019). Hope, hype and harms of Big Data. Internal Medicine Journal, 49 (1), 126-129. doi: 10.1111/imj.14172
2019
Book Chapter
Pharmacotherapy and deprescribing
Reeve, Emily, Hilmer, Sarah N. and Scott, Ian (2019). Pharmacotherapy and deprescribing. Encyclopedia of Pharmacy Practice and Clinical Pharmacy. (pp. 117-128) London, United Kingdom: Academic Press. doi: 10.1016/B978-0-128-12735-3.00083-2
2019
Book Chapter
Pharmacotherapy and Deprescribing
Reeve, Emily, Hilmer, Sarah N. and Scott, Ian (2019). Pharmacotherapy and Deprescribing. Encyclopedia of Pharmacy Practice and Clinical Pharmacy. (pp. 117-128) Amsterdam, Netherlands: Elsevier. doi: 10.1016/B978-0-12-812735-3.00418-0
2018
Journal Article
Comparison of nine coronary risk scores in evaluating patients presenting to hospital with undifferentiated chest pain
Wamala, Henry, Aggarwal, Leena, Bernard, Anne and Scott, Ian (2018). Comparison of nine coronary risk scores in evaluating patients presenting to hospital with undifferentiated chest pain. International Journal of General Medicine, 11, 473-481. doi: 10.2147/ijgm.s183583
2018
Journal Article
Australia is responding to the complex challenge of overdiagnosis
Moynihan, Ray, Barratt, Alexandra L., Buchbinder, Rachelle, Carter, Stacy M., Dakin, Thomas, Donovan, Jan, Elshaug, Adam G., Glasziou, Paul P., Maher, Christopher G., McCaffery, Kirsten J. and Scott, Ian A. (2018). Australia is responding to the complex challenge of overdiagnosis. Medical Journal of Australia, 209 (8), 332-+. doi: 10.5694/mja17.01138
2018
Journal Article
How much end-of-life care is of low value
Scott, Ian A. (2018). How much end-of-life care is of low value. Internal Medicine Journal, 48 (10), 1173-1174. doi: 10.1111/imj.14054
2018
Journal Article
Received care compared to ADP-guided care of patients admitted to hospital with chest pain of possible cardiac origin
Perera, Michael, Aggarwal, Leena, Scott, Ian A. and Logan, Bentley (2018). Received care compared to ADP-guided care of patients admitted to hospital with chest pain of possible cardiac origin. International Journal of General Medicine, 11, 345-351. doi: 10.2147/IJGM.S166570
2018
Journal Article
Using EMR-enabled computerized decision support systems to reduce prescribing of potentially inappropriate medications: a narrative review
Scott, Ian A., Pillans, Peter I., Barras, Michael and Morris, Christopher (2018). Using EMR-enabled computerized decision support systems to reduce prescribing of potentially inappropriate medications: a narrative review. Therapeutic Advances in Drug Safety, 9 (9), 559-573. doi: 10.1177/2042098618784809
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, Dr Nazanin Ghahreman-Falconer
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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