
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
2021
Journal Article
Reducing Medical Admissions and Presentations Into Hospital through Optimising Medicines (REMAIN HOME): a stepped wedge, cluster randomised controlled trial
Freeman, Christopher R., Scott, Ian A., Hemming, Karla, Connelly, Luke B., Kirkpatrick, Carl M., Coombes, Ian, Whitty, Jennifer, Martin, James, Cottrell, Neil, Sturman, Nancy, Russell, Grant M., Williams, Ian, Nicholson, Caroline, Kirsa, Sue and Foot, Holly (2021). Reducing Medical Admissions and Presentations Into Hospital through Optimising Medicines (REMAIN HOME): a stepped wedge, cluster randomised controlled trial. The Medical Journal of Australia, 214 (5), 212-217. doi: 10.5694/mja2.50942
2021
Journal Article
Clinician checklist for assessing suitability of machine learning applications in healthcare
Scott, Ian, Carter, Stacey and Coiera, Enrico (2021). Clinician checklist for assessing suitability of machine learning applications in healthcare. BMJ Health and Care Informatics, 28 (1) e100251, 1-8. doi: 10.1136/bmjhci-2020-100251
2021
Journal Article
Frequency, trends and institutional variation in 30-day all-cause mortality and unplanned readmissions following hospitalisation for heart failure in Australia and New Zealand
Labrosciano, Clementine, Horton, Dennis, Air, Tracy, Tavella, Rosanna, Beltrame, John F., Zeitz, Christopher J., Krumholz, Harlan M., Adams, Robert J. T., Scott, Ian A., Gallagher, Martin, Hossain, Sadia, Hariharaputhiran, Saranya and Ranasinghe, Isuru (2021). Frequency, trends and institutional variation in 30-day all-cause mortality and unplanned readmissions following hospitalisation for heart failure in Australia and New Zealand. European Journal of Heart Failure, 23 (1), 31-40. doi: 10.1002/ejhf.2030
2021
Journal Article
Development and dissemination of the national strategic action plan for reducing inappropriate polypharmacy in older Australians
Kouladjian O'Donnell, Lisa, Reeve, Emily, Cumming, Anne, Scott, Ian A. and Hilmer, Sarah N. (2021). Development and dissemination of the national strategic action plan for reducing inappropriate polypharmacy in older Australians. Internal Medicine Journal, 51 (1), 111-115. doi: 10.1111/imj.15155
2021
Journal Article
Pre-operative and post-operative recommendations to surgical wound care interventions: a systematic meta-review of Cochrane reviews
Gillespie, Brigid M., Walker, Rachel M., McInnes, Elizabeth Catherine, Moore, Zena, Eskes, Anne, O'Connor, Tom, Harbeck, Emma, White, Codi, Scott, Ian, Vermeulen, Hester and Chaboyer, Wendy P. (2021). Pre-operative and post-operative recommendations to surgical wound care interventions: a systematic meta-review of Cochrane reviews. Journal of Perioperative Nursing, 34 (4) 4, e-19-e-28. doi: 10.26550/2209-1092.1160
2021
Journal Article
Low value care is a health hazard that calls for patient empowerment
Scott, Ian A., Elshaug, Adam G. and Fox, Melissa (2021). Low value care is a health hazard that calls for patient empowerment. Medical Journal of Australia, 215 (3), 101-103.e1. doi: 10.5694/mja2.51168
2021
Journal Article
Effectiveness and sustainability of deprescribing for hospitalized older patients near end of life: a systematic review
Cardona, Magnolia, Stehlik, Paulina, Fawzy, Peter, Byambasuren, Oyungerel, Anderson, Jarrah, Clark, Justin, Sun, Shelley and Scott, Ian (2021). Effectiveness and sustainability of deprescribing for hospitalized older patients near end of life: a systematic review. Expert Opinion on Drug Safety, 20 (1), 81-91. doi: 10.1080/14740338.2021.1853704
2020
Journal Article
Author reply
Scott, Ian A. and Scott, Russ J. (2020). Author reply. Internal Medicine Journal, 50 (12), 1598-1598. doi: 10.1111/imj.15121
2020
Journal Article
Can AI help in the fight against COVID ‐19?
Scott, Ian A. and Coiera, Enrico W. (2020). Can AI help in the fight against COVID ‐19?. Medical Journal of Australia, 213 (10) mja2.50821, 439-441.e2. doi: 10.5694/mja2.50821
2020
Journal Article
Diagnostic error: incidence, impacts, causes and preventive strategies
Scott, Ian A and Crock, Carmel (2020). Diagnostic error: incidence, impacts, causes and preventive strategies. Medical Journal of Australia, 213 (7), 302-305.e2. doi: 10.5694/mja2.50771
2020
Journal Article
Frailty, a multisystem ageing syndrome
Thillainadesan, Janani, Scott, Ian A. and Le Couteur, David G. (2020). Frailty, a multisystem ageing syndrome. Age and ageing, 49 (5), 758-763. doi: 10.1093/ageing/afaa112
2020
Journal Article
SAFety, Effectiveness of care and Resource use among Australian Hospitals (SAFER Hospitals): a protocol for a population-wide cohort study of outcomes of hospital care
Ranasinghe, Isuru, Hossain, Sadia, Ali, Anna, Horton, Dennis, Adams, Robert Jt, Aliprandi-Costa, Bernadette, Bertilone, Christina, Carneiro, Gustavo, Gallagher, Martin, Guthridge, Steven, Kaambwa, Billingsley, Kotwal, Sradha, O'Callaghan, Gerry, Scott, Ian A., Visvanathan, Renuka and Woodman, Richard J. (2020). SAFety, Effectiveness of care and Resource use among Australian Hospitals (SAFER Hospitals): a protocol for a population-wide cohort study of outcomes of hospital care. BMJ open, 10 (8) e035446, e035446. doi: 10.1136/bmjopen-2019-035446
2020
Journal Article
Evidence-based medicine and machine learning: a partnership with a common purpose
Scott, Ian, Cook, David and Coiera, Enrico (2020). Evidence-based medicine and machine learning: a partnership with a common purpose. BMJ Evidence-Based Medicine, 26 (6), bmjebm-2020. doi: 10.1136/bmjebm-2020-111379
2020
Journal Article
Author reply
Scott, Ian A. and Scott, Russ J. (2020). Author reply. Internal Medicine Journal, 50 (8), 1025-1027. doi: 10.1111/imj.14955
2020
Journal Article
COVID ‐19 pandemic and the tension between the need to act and the need to know
Scott, Ian A. (2020). COVID ‐19 pandemic and the tension between the need to act and the need to know. Internal Medicine Journal, 50 (8), 904-909. doi: 10.1111/imj.14929
2020
Journal Article
Prevention and treatment of pressure injuries: A meta-synthesis of Cochrane Reviews
Walker, Rachel M., Gillespie, Brigid M., McInnes, Elizabeth, Moore, Zena, Eskes, Anne M., Patton, Declan, Harbeck, Emma L., White, Codi, Scott, Ian A. and Chaboyer, Wendy (2020). Prevention and treatment of pressure injuries: A meta-synthesis of Cochrane Reviews. Journal of Tissue Viability, 29 (4), 227-243. doi: 10.1016/j.jtv.2020.05.004
2020
Journal Article
Optimising medication management during the COVID-19 pandemic
Scott, Ian A., Rigby, Debbie and Hilmer, Sarah N. (2020). Optimising medication management during the COVID-19 pandemic. Journal of Pharmacy Practice and Research, 50 (3), 186-189. doi: 10.1002/jppr.1668
2020
Journal Article
Pill testing at music festivals – is it evidence‐based harm reduction?
Scott, Ian A. and Scott, Russ J. (2020). Pill testing at music festivals – is it evidence‐based harm reduction?. Internal Medicine Journal, 50 (4) imj.14742, 395-402. doi: 10.1111/imj.14742
2020
Journal Article
Medication use and cognitive impairment among residents of aged care facilities
Shafiee Hanjani, Leila, Hubbard, Ruth E., Freeman, Christopher R., Gray, Leonard C., Scott, Ian A. and Peel, Nancye M. (2020). Medication use and cognitive impairment among residents of aged care facilities. Internal Medicine Journal, 51 (4) imj.14804, 520-532. doi: 10.1111/imj.14804
2020
Journal Article
A rare form of dermatomyositis associated with muscle weakness and normal creatine kinase level
Kwan, Christopher, Milosevic, Suzana, Benham, Helen and Scott, Ian A (2020). A rare form of dermatomyositis associated with muscle weakness and normal creatine kinase level. BMJ Case Reports, 13 (2) e232260, 1-5. doi: 10.1136/bcr-2019-232260
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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