
Overview
Background
I am a Postdoctoral Research Fellow in Digital Health and Accredited Practising Dietitian (APD) interested in the prevention and management of noncommunicable diseases, especially obesity, across the lifecourse.
Through research, I aim to add health to life and equity to health by changing policies and practices to reduce the impact of obesity.
My research program aims to forge a new nexus across dietetics, digital health and public health to improve healthy weight. In my Postdoctoral Fellowship, I have established a new evidence base that supports precision public health approaches to the prevention and management of obesity, including innovate methods of public health surveillance that can use data from sources such as electronic medical records. I trained as a Paediatric Dietitian and have experience as a clinician-researcher working in Queensland's healthcare system, specifically in preventing and managing childhood obesity via clinical, community, and public health programs.
I have used epidemiology, public health informatics, action research, co-design, and ethnographic methods to generate new knowledge in obesity and digital health. I was awarded my PhD (UQ) in November 2020, which developed and validated i-PATHWAY, a clinical model to predict childhood obesity from the first 1,000 days to help guide its prevention. This research was the first of its kind in Australia and uncovered new evidence for risk factors for childhood obesity that are evident from the early years.
At The University of Queensland (UQ), I am a member of the Queensland Digital Health Centre, located within the Centre for Health Services Research (Faculty of Medicine). I established and currently Co-Chair the UQ Digital Health HDR Cohort, which provides research mentorship and support to ~20 PhD, MPhil and Honours research students.
Our team partners closely with multiple healthcare and research organisations across Australia to innovate and translate obesity research into practice, including Health and Wellbeing Queensland (public health and prevention of chronic diseases), Queensland Health (healthcare system) and the Digital Health Cooperative Research Centre (digital health research). I hold an Honorary Appointment with Health and Wellbeing Queensland, and an Affiliate Research Fellow position with the Faculty of Medicine (UQ) to help bridge the gap between obesity research and practice.
Availability
- Dr Oliver Canfell is:
- Available for supervision
- Media expert
Fields of research
Qualifications
- Bachelor of Exercise and Nutrition Sciences, The University of Queensland
- Masters (Coursework) of Dietetics Studies, The University of Queensland
- Doctor of Philosophy, The University of Queensland
Research interests
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Obesity
Clinical prevention, health promotion
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Digital health
Artificial intelligence, predictive analytics, digital hospitals, digital transformation
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Precision public health
Public health surveillance of noncommunicable diseases
Works
Search Professor Oliver Canfell’s works on UQ eSpace
2023
Journal Article
Show me the money: how do we justify spending health care dollars on digital health?
Woods, Leanna, Eden, Rebekah, Canfell, Oliver J., Nguyen, Kim‐Huong, Comans, Tracy and Sullivan, Clair (2023). Show me the money: how do we justify spending health care dollars on digital health?. Medical Journal of Australia, 218 (2), 53-57. doi: 10.5694/mja2.51799
2022
Journal Article
Real-world data for precision public health of noncommunicable diseases: a scoping review
Canfell, Oliver J., Kodiyattu, Zack, Eakin, Elizabeth, Burton-Jones, Andrew, Wong, Ides, Macaulay, Caroline and Sullivan, Clair (2022). Real-world data for precision public health of noncommunicable diseases: a scoping review. BMC Public Health, 22 (1) 2166, 2166. doi: 10.1186/s12889-022-14452-7
2022
Journal Article
PREVIDE: A Qualitative Study to Develop a Decision-Making Framework (PREVention decIDE) for Noncommunicable Disease Prevention in Healthcare Organisations
Canfell, Oliver J., Davidson, Kamila, Sullivan, Clair, Eakin, Elizabeth E. and Burton-Jones, Andrew (2022). PREVIDE: A Qualitative Study to Develop a Decision-Making Framework (PREVention decIDE) for Noncommunicable Disease Prevention in Healthcare Organisations. International Journal of Environmental Research and Public Health, 19 (22) 15285, 1-18. doi: 10.3390/ijerph192215285
2022
Journal Article
Understanding the digital disruption of health care: an ethnographic study of real-time multidisciplinary clinical behavior in a new digital hospital
Canfell, Oliver J, Meshkat, Yasaman, Kodiyattu, Zack, Engstrom, Teyl, Chan, Wilkin, Mifsud, Jayden, Pole, Jason D., Byrne, Martin, Raders, Ella Van and Sullivan, Clair (2022). Understanding the digital disruption of health care: an ethnographic study of real-time multidisciplinary clinical behavior in a new digital hospital. Applied Clinical Informatics, 13 (5), 1079-1091. doi: 10.1055/s-0042-1758482
2022
Journal Article
The influence of wearables on healthcare outcomes in chronic disease: a systematic review
Mattison, Graeme, Canfell, Oliver, Forrester, Douglas, Dobbins, Chelsea, Smith, Daniel, Töyräs, Juha and Sullivan, Clair (2022). The influence of wearables on healthcare outcomes in chronic disease: a systematic review. Journal of Medical Internet Research, 24 (7) e36690, 1-40. doi: 10.2196/36690
2022
Journal Article
Machine learning models for diabetes management in acute care using electronic medical records: a systematic review
Kamel Rahimi, Amir, Canfell, Oliver J., Chan, Wilkin, Sly, Benjamin, Pole, Jason D., Sullivan, Clair and Shrapnel, Sally (2022). Machine learning models for diabetes management in acute care using electronic medical records: a systematic review. International Journal of Medical Informatics, 162 104758, 1-13. doi: 10.1016/j.ijmedinf.2022.104758
2022
Journal Article
“We’d be really motivated to do something about it”: a qualitative study of parent and clinician attitudes towards predicting childhood obesity in practice
Canfell, Oliver J., Littlewood, Robyn, Wright, Olivia R. L. and Walker, Jacqueline L. (2022). “We’d be really motivated to do something about it”: a qualitative study of parent and clinician attitudes towards predicting childhood obesity in practice. Health Promotion Journal of Australia, 34 (2), 398-409. doi: 10.1002/hpja.611
2022
Journal Article
Data sources for precision public health of obesity: a scoping review, evidence map and use case in Queensland, Australia
Canfell, Oliver J., Davidson, Kamila, Sullivan, Clair, Eakin, Elizabeth and Burton-Jones, Andrew (2022). Data sources for precision public health of obesity: a scoping review, evidence map and use case in Queensland, Australia. BMC Public Health, 22 (1) 584, 584. doi: 10.1186/s12889-022-12939-x
2022
Journal Article
Toward a learning health care system: a systematic review and evidence-based conceptual framework for implementation of clinical analytics in a digital hospital
Lim, Han Chang, Austin, Jodie A., van der Vegt, Anton H., Rahimi, Amir Kamel, Canfell, Oliver J., Mifsud, Jayden, Pole, Jason D., Barras, Michael A., Hodgson, Tobias, Shrapnel, Sally and Sullivan, Clair M. (2022). Toward a learning health care system: a systematic review and evidence-based conceptual framework for implementation of clinical analytics in a digital hospital. Applied Clinical Informatics, 13 (02), 339-354. doi: 10.1055/s-0042-1743243
2021
Journal Article
Digital health and precision prevention: shifting from disease-centred care to consumer-centred health
Canfell, Oliver J., Littlewood, Robyn, Burton-Jones, Andrew and Sullivan, Clair (2021). Digital health and precision prevention: shifting from disease-centred care to consumer-centred health. Australian Health Review, 46 (3), 279-283. doi: 10.1071/ah21063
2021
Journal Article
Response to ‘Systematic reviews do not always capture context of real-world intervention programmes for childhood obesity’ by Wild et al., 2021 in BMC Public Health
Littlewood, Robyn, Canfell, Oliver J. and Walker, Jacqueline L. (2021). Response to ‘Systematic reviews do not always capture context of real-world intervention programmes for childhood obesity’ by Wild et al., 2021 in BMC Public Health. BMC Public Health, 21 (1) 500, 500. doi: 10.1186/s12889-021-10487-4
2021
Journal Article
Healthier together: co-design of a culturally-tailored childhood obesity community prevention program for Māori and Pacific Islander children and families
Hardt, Jessica, Canfell, Oliver J., Walker, Jacqueline L., Webb, Kerri-Lyn, Brignano, Sebastien, Peu, Tevita, Santos, Daphne and Littlewood, Robyn (2021). Healthier together: co-design of a culturally-tailored childhood obesity community prevention program for Māori and Pacific Islander children and families. Health Promotion Journal of Australia, 32 Suppl 1 (S1), 143-154. doi: 10.1002/hpja.438
2020
Other Outputs
i-PATHWAY: a clinical prediction model to prevent childhood obesity
Canfell, Oliver (2020). i-PATHWAY: a clinical prediction model to prevent childhood obesity. PhD Thesis, School of Human Movement and Nutrition Sciences, The University of Queensland. doi: 10.14264/29964bd
2020
Journal Article
Correction to: Building a Children's Health Service and System Research Strategy: development and integration in an Australian paediatric healthcare setting (BMC health services research (2020) 20 1 (589))
Littlewood, Robyn, Canfell, Oliver J. and Tracey, Frank (2020). Correction to: Building a Children's Health Service and System Research Strategy: development and integration in an Australian paediatric healthcare setting (BMC health services research (2020) 20 1 (589)). BMC health services research, 20 (1) 620, 620. doi: 10.1186/s12913-020-05509-7
2020
Journal Article
Building a Children’s Health Service and System Research Strategy: development and integration in an Australian paediatric healthcare setting
Littlewood, Robyn, Canfell, Oliver J. and Tracey, Frank (2020). Building a Children’s Health Service and System Research Strategy: development and integration in an Australian paediatric healthcare setting. BMC Health Services Research, 20 (1) 589, 589. doi: 10.1186/s12913-020-05267-6
2020
Journal Article
Interventions to prevent or treat childhood obesity in Māori & Pacific Islanders: a systematic review
Littlewood, Robyn, Canfell, Oliver J. and Walker, Jacqueline L. (2020). Interventions to prevent or treat childhood obesity in Māori & Pacific Islanders: a systematic review. BMC Public Health, 20 (1) 725, 725. doi: 10.1186/s12889-020-08848-6
2018
Journal Article
Response to 'Clinical relevance and validity of obesity risk prediction tools' by Redsell et al
Canfell, Oliver J., Littlewood, Robyn, Wright, Olivia R. L. and Walker, Jacqueline L. (2018). Response to 'Clinical relevance and validity of obesity risk prediction tools' by Redsell et al. Public Health Nutrition, 21 (17), 1-2. doi: 10.1017/S1368980018002471
2018
Journal Article
Clinical relevance and validity of tools to predict infant, childhood and adulthood obesity: a systematic review
Canfell, Oliver J., Littlewood, Robyn, Wright, Olivia R. L. and Walker, Jacqueline L. (2018). Clinical relevance and validity of tools to predict infant, childhood and adulthood obesity: a systematic review. Public Health Nutrition, 21 (17), 1-13. doi: 10.1017/S1368980018001684
Funding
Past funding
Supervision
Availability
- Dr Oliver Canfell is:
- Available for supervision
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Supervision history
Current supervision
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Doctor Philosophy
Artificial Intelligence to Improve Clinical Outcomes in Hospitals
Associate Advisor
Other advisors: Professor Clair Sullivan, Professor Jason Pole, Associate Professor Sally Shrapnel
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Doctor Philosophy
Artificial Intelligence to Improve Clinical Outcomes in Hospitals
Associate Advisor
Other advisors: Professor Clair Sullivan, Professor Jason Pole, Associate Professor Sally Shrapnel
-
Doctor Philosophy
Artificial Intelligence to Improve Clinical Outcomes in Hospitals
Associate Advisor
Other advisors: Professor Clair Sullivan, Professor Jason Pole, Associate Professor Sally Shrapnel
Completed supervision
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2025
Doctor Philosophy
Artificial Intelligence to Improve Clinical Outcomes in Hospitals
Associate Advisor
Other advisors: Professor Clair Sullivan, Professor Jason Pole, Associate Professor Sally Shrapnel
Media
Enquiries
Contact Dr Oliver Canfell directly for media enquiries about:
- childhood obesity
- digital health
- nutrition
- obesity
- public health
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