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Professor Ian Scott
Professor

Ian Scott

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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 currently chairs the Queensland Clinical Networks Executive, is the inaugural chair of the Australian Deprescribing Network, Metro South Clinical AI Working Group, and Queensland Health Sepsis AI Working Group and is a founding member of the Australian and New Zealand Affiliate of the US Society to Improve Diagnosis in Medicine (ANZA-SIDM). He is also a member of Queensland Health System Quality, Safety and Performance Management Committee and the Quality and Safety Committee and the Digital Health Advisory Group of the Royal Australasian College of Physicians (RACP). He is a past President of the Internal Medicine Society of Australia and New Zealand and past member of the MBS Review Taskforce for Cardiac Services. 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 270 peer-reviewed articles, presented to over 150 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

  • 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

  • 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

  • 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

  • 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.

  • 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

  • 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.

  • 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

347 works between 1986 and 2024

21 - 40 of 347 works

2023

Journal Article

Digital health competencies for the next generation of physicians

Scott, Ian A., Shaw, Tim, Slade, Christine, Wan, Tai T., Coorey, Craig, Johnson, Sandra L. J. and Sullivan, Clair M. (2023). Digital health competencies for the next generation of physicians. Internal Medicine Journal, 53 (6), 1042-1049. doi: 10.1111/imj.16122

Digital health competencies for the next generation of physicians

2023

Journal Article

Implementation frameworks for end-to-end clinical AI: derivation of the SALIENT framework

van der Vegt, Anton H., Scott, Ian A., Dermawan, Krishna, Schnetler, Rudolf J., Kalke, Vikrant R. and Lane, Paul J. (2023). Implementation frameworks for end-to-end clinical AI: derivation of the SALIENT framework. Journal of the American Medical Informatics Association, 30 (9), 1503-1515. doi: 10.1093/jamia/ocad088

Implementation frameworks for end-to-end clinical AI: derivation of the SALIENT framework

2023

Journal Article

Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework

van der Vegt, Anton H., Scott, Ian A., Dermawan, Krishna, Schnetler, Rudolf J., Kalke, Vikrant R. and Lane, Paul J. (2023). Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework. Journal of the American Medical Informatics Association, 30 (7), 1349-1361. doi: 10.1093/jamia/ocad075

Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework

2023

Journal Article

Coping with uncertainty in clinical practice: a narrative review

Scott, Ian A., Doust, Jenny A., Keijzers, Gerben B. and Wallis, Katharine A. (2023). Coping with uncertainty in clinical practice: a narrative review. Medical Journal of Australia, 218 (9), 418-425. doi: 10.5694/mja2.51925

Coping with uncertainty in clinical practice: a narrative review

2023

Journal Article

Appropriate use of transthoracic echocardiography in the investigation of general medicine patients presenting with syncope or presyncope

Simos, Peter and Scott, Ian (2023). Appropriate use of transthoracic echocardiography in the investigation of general medicine patients presenting with syncope or presyncope. Postgraduate Medical Journal, 99 (1170) postgradmedj-2021-141416, 279-285. doi: 10.1136/postgradmedj-2021-141416

Appropriate use of transthoracic echocardiography in the investigation of general medicine patients presenting with syncope or presyncope

2023

Journal Article

An organisational approach to improving diagnostic safety

Scott, Ian A. and Crock, Carmel (2023). An organisational approach to improving diagnostic safety. Australian Health Review, 47 (3), 261-267. doi: 10.1071/ah22287

An organisational approach to improving diagnostic safety

2023

Journal Article

Recognition and management of hospital-acquired sepsis among older general medical inpatients: a multi-site retrospective study

Barker, Nicholas, Scott, Ian A., Seaton, Robert, Mehta, Naitik, Kalke, Vikrant R. and Redpath, Lyndell (2023). Recognition and management of hospital-acquired sepsis among older general medical inpatients: a multi-site retrospective study. International Journal of General Medicine, Volume 16, 1039-1046. doi: 10.2147/ijgm.s400839

Recognition and management of hospital-acquired sepsis among older general medical inpatients: a multi-site retrospective study

2023

Book Chapter

Advance Care Planning

Scott, Ian (2023). Advance Care Planning. Beyond Evidence-Based Medicine. (pp. 107-109) Singapore: Springer. doi: 10.1007/978-981-99-4440-8_25

Advance Care Planning

2023

Book Chapter

Overdiagnosis

Scott, Ian (2023). Overdiagnosis. Beyond Evidence-Based Medicine. (pp. 11-14) Singapore: Springer. doi: 10.1007/978-981-99-4440-8_3

Overdiagnosis

2023

Book Chapter

Looking for Causes of Delirium

Scott, Ian (2023). Looking for Causes of Delirium. Beyond Evidence-Based Medicine. (pp. 85-88) Singapore: Springer. doi: 10.1007/978-981-99-4440-8_20

Looking for Causes of Delirium

2023

Book Chapter

Investigation of Syncope

Scott, Ian (2023). Investigation of Syncope. Beyond Evidence-Based Medicine. (pp. 161-163) Singapore: Springer. doi: 10.1007/978-981-99-4440-8_38

Investigation of Syncope

2023

Book Chapter

Polypharmacy and Deprescribing

Scott, Ian (2023). Polypharmacy and Deprescribing. Beyond Evidence-Based Medicine. (pp. 7-10) Singapore: Springer. doi: 10.1007/978-981-99-4440-8_2

Polypharmacy and Deprescribing

2022

Journal Article

Quality of observational studies of clinical interventions: a meta-epidemiological review

Grosman, Sergei and Scott, Ian A. (2022). Quality of observational studies of clinical interventions: a meta-epidemiological review. BMC Medical Research Methodology, 22 (1) 313, 1-14. doi: 10.1186/s12874-022-01797-1

Quality of observational studies of clinical interventions: a meta-epidemiological review

2022

Journal Article

Guideline Concordance in Managing Community-Acquired Pneumonia: Room for Improvement

Tan, YG Alvin and Scott, Ian A (2022). Guideline Concordance in Managing Community-Acquired Pneumonia: Room for Improvement. Clinical Audit, Volume 14, 79-88. doi: 10.2147/ca.s377148

Guideline Concordance in Managing Community-Acquired Pneumonia: Room for Improvement

2022

Journal Article

A whole-of-health system approach to improving care of frail older persons

Whiting, Elizabeth, Scott, Ian A., Hines, Laureen, Ward, Tamara, Burkett, Ellen, Cranitch, Erin, Mudge, Alison, Reymond, Elizabeth, Taylor, Andrea and Hubbard, Ruth E. (2022). A whole-of-health system approach to improving care of frail older persons. Australian Health Review, 46 (5), 629-634. doi: 10.1071/AH22170

A whole-of-health system approach to improving care of frail older persons

2022

Journal Article

Establishing the worth of deprescribing inappropriate medications: are we there yet?

Scott, Ian A., Reeve, Emily and Hilmer, Sarah N. (2022). Establishing the worth of deprescribing inappropriate medications: are we there yet?. Medical Journal of Australia, 217 (6), 283-286. doi: 10.5694/mja2.51686

Establishing the worth of deprescribing inappropriate medications: are we there yet?

2022

Journal Article

A whole-of-community program of advance care planning for end-of-life care

Scott, Ian A., Reymond, Liz, Sansome, Xanthe and Miller, Leyton (2022). A whole-of-community program of advance care planning for end-of-life care. Australian Health Review, 46 (4), 442-449. doi: 10.1071/AH22099

A whole-of-community program of advance care planning for end-of-life care

2022

Journal Article

Research activities in general medicine: a scoping survey by the Internal Medicine Society of Australia and New Zealand (IMSANZ)

Aung, Ar Kar, Pickles, Robert, Knight, Anne, Shannon, Leigh‐Anne, Bowers, Andrew, Donnelly, Sinead, Johnson, Douglas F., Scott, Ian A., Potter, Elizabeth L. and Internal Medicine Society of Australia and New Zealand Research Network (IMSANZ‐RN) working group (2022). Research activities in general medicine: a scoping survey by the Internal Medicine Society of Australia and New Zealand (IMSANZ). Internal Medicine Journal, 52 (9), 1505-1512. doi: 10.1111/imj.15866

Research activities in general medicine: a scoping survey by the Internal Medicine Society of Australia and New Zealand (IMSANZ)

2022

Journal Article

Predicting therapeutic response to unfractionated heparin therapy: a methodological pilot study using machine learning

Abdel-Hafez, Ahmad, Scott, Ian A., Falconer, Nazanin, Canaris, Stephen, Bonilla, Oscar, Marxen, Sven, Van Garderen, Aaron and Barras, Michael (2022). Predicting therapeutic response to unfractionated heparin therapy: a methodological pilot study using machine learning. Interactive Journal of Medical Research, 11 (2) e34533, e34533. doi: 10.2196/34533

Predicting therapeutic response to unfractionated heparin therapy: a methodological pilot study using machine learning

2022

Journal Article

Correction to: Scoping Review of Studies Evaluating Frailty and Its Association with Medication Harm

Lam, Jonathan Yong Jie, Barras, Michael, Scott, Ian A., Long, Duncan, Shafiee Hanjani, Leila and Falconer, Nazanin (2022). Correction to: Scoping Review of Studies Evaluating Frailty and Its Association with Medication Harm. Drugs & Aging, 39 (8), 671-672. doi: 10.1007/s40266-022-00956-9

Correction to: Scoping Review of Studies Evaluating Frailty and Its Association with Medication Harm

Funding

Current funding

  • 2023 - 2028
    RELEASE+: REdressing Long-tErm Antidepressant uSE in general practice
    NHMRC Partnership Projects
    Open grant
  • 2023 - 2027
    Optimising medicine information handover after discharge (REMAIN HOME 2.0)
    MRFF Quality, Safety and Effectiveness of Medicine Use and Medicine Intervention by Pharmacists
    Open grant

Past funding

  • 2019 - 2021
    Personalised Medicine in action: Applying machine learning to develop personalised medication dosing (MSHHS Research Support Scheme grant administered by MSHHS)
    Metro South Hospital and Health Service
    Open grant
  • 2018 - 2022
    Safety, effectiveness of care and resource use among Australian hospitals (Safer Hospitals) (The Hospital Research Foundation grant administered by The University of Adelaide)
    University of Adelaide
    Open grant
  • 2016 - 2018
    Measuring low-value health care for targeted policy action (NHMRC Project Grant administered by The University of Sydney)
    University of Sydney
    Open grant
  • 2013 - 2018
    Telehealth in residential aged care facilities: a pragmatic randomised control trial
    NHMRC Project Grant
    Open grant
  • 2011 - 2013
    A new prescribing technology for older patients
    PA Research Foundation Private Practice Trust Fund Research Support Grants
    Open grant

Supervision

Availability

Professor Ian Scott is:
Available for supervision

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Supervision history

Current supervision

Completed supervision

Media

Enquiries

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