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Personal profile

Biography

Rachel is currently Professor of Health Research with over 20 years of research experience in areas related to physical activity for the prevention of non-communicable diseases. Rachel has extensive experience of conducting large-scale trials in both clinical and community settings in the area of physical activity, health and disease prevention. More recently, Rachel has focused on the use and development of ecological models that emphasize multiple levels of influence on health behaviours. She has designed and led large-scale community interventions that have resulted in sustained behaviour change and improved health. Rachel has also led pioneering research that takes an ecological approach to sustaining and improving health, such as the United Kingdom Medical Research Council funded project "An ecological approach to promoting health-enhancing physical activity in a deprived inner-city population" that involved detailed mapping of the environment and evaluation of the relationship between environment, physical activity and health and health outcomes. Her research takes an integrated urban ecosystem approach to evaluating the influences of the built, natural and social environments on health behaviours, health and health outcomes. Rachel currently collaborates with the international team of researchers in the 12 country IPEN study that aims to pool data from over 14000 participants across the globe to better our understanding of environmental correlates of physical activity and obesity. Empirical findings from this trans-national research on these complex interactions will help inform policy and practice for future urban design http://www.ipenproject.org/IPEN_adult.html

Research Interests

Rachel's research interests focus on policy-relevant research in areas related to physical activity for health and wellbeing and on the design, delivery and evaluation of complex public health interventions. Rachel is currently undertaking research across a number of areas, including:

 

  • Exploring the inter-relationship between individuals and neighbourhoods in social, cultural and physical (built and natural) environments and their impact on health and health outcomes
  • Primary and secondary prevention programs for cardiovascular disease
  • Population base modeling of changes in risk factors for chronic disease and potential cost savings
  • Evaluation of primary healthcare provision in the aged care sector
  • Physical activity in school children
  • Indigenous tobacco control
  • Knowledge translation networks

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

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Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2008 2021

Research Output 1997 2019

A closer look at the relationship among accelerometer-based physical activity metrics: ICAD pooled data

Kwon, S., Andersen, L. B., Grøntved, A., Kolle, E., Cardon, G., Davey, R., Kriemler, S., Northstone, K., Page, A. S., Puder, J. J., Reilly, J. J., Sardinha, L. B., Van Sluijs, E. M. F. & Janz, K. F., 29 Apr 2019, In : International Journal of Behavioral Nutrition and Physical Activity. 16, p. 1-9 9 p., 40.

Research output: Contribution to journalArticle

Databases
Exercise
Light
Statistical Models
Health

International Comparison of the Levels and Potential Correlates of Objectively Measured Sedentary Time and Physical Activity among Three-to-Four-Year-Old Children

Dias, K. I., White, J., Jago, R., Cardon, G., Davey, R., Janz, K. F., Pate, R. R., Puder, J. J., Reilly, J. J. & Kipping, R., 31 May 2019, In : International Journal of Environmental Research and Public Health. 16, 11, p. 1-16 16 p.

Research output: Contribution to journalArticle

Open Access
File
Exercise
Linear Models
Accelerometry
Time and Motion Studies
Belgium
2 Citations (Scopus)

Associations of neighborhood environmental attributes with adults’ objectively-assessed sedentary time: IPEN adult multi-country study

Owen, N., Sugiyama, T., Koohsari, M. J., De Bourdeaudhuij, I., Hadgraft, N., Oyeyemi, A., Aguinaga-Ontoso, I., Mitáš, J., Troelsen, J., Davey, R., Schofield, G., Cain, K. L., Sarmiento, O. L., Reis, R., Salvo, D., Macfarlane, D. J., Sallis, J. F. & Cerin, E., 1 Oct 2018, In : Preventive Medicine. 115, p. 126-133 8 p.

Research output: Contribution to journalArticle

Esthetics
Walking
Safety
Crime
Hip

Biomedical Named Entity Recognition Based on Hybrid Multistage CNN-RNN Learner

Phan, R., Luu, T. M., Davey, R. & Chetty, G., 3 Dec 2018, Proceedings International Conference on Machine Learning and Data Engineering (iCMLDE 2018). Rhee, P. K., Howard, D. & Bashar, R. (eds.). NJ, United States: IEEE, Institute of Electrical and Electronics Engineers, p. 128-135 8 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

RNA
DNA
Proteins
Cell Line
Research

Clinical Name Entity Recognition Based on Recurrent Neural Networks

LUU, T. M., PHAN, R., DAVEY, R. & CHETTY, G., 2 Jul 2018, Proceedings 2018 18th International Conference on Computational Science and Applications (ICCSA). Melbourne, VIC, Australia: IEEE, Institute of Electrical and Electronics Engineers, p. 1-9 9 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Recurrent neural networks
Nursing
Network architecture
Learning systems
Deep learning