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Personal profile

Research Biography

As a biostatistician at Flinders University, I enjoy collaborating with clinical epidemiologists and public health researchers across a wide range of different fields. Previously I have worked as an epidemiologist, researching the cardiovascular effects of fish oil in type 2 diabetes, as well as techniques for the assessment of arterial structure and function. More recently I have helped developed methodology to allow comparison of in-hospital mortality across Australian hospitals using Hospital Standardised Mortality Ratio's (HSMR's) for both the AIHW and the ACSQHC.

I have particluar interest in several specific statistical methodologies for health research including Structural Equation Models (SEM), methods for the clustering of data including exploratory factor analysis (EFA), confirmatory factor analysis (CFA) and latent class analysis, the assessment of diagnostic and prognostic accuracy, reproducibility, and the geospatial analysis of health data. I also enjoy modelling longitudinal and survival data, multi-state models and their joint modelling. I am a regular user of linked health data. I am available for consulting for all health researchers in the School of Medicine.

Research Interests

  • Structural Equation Modelling
  • Latent class analysis, Exploratory and Confirmatory Factor analysis
  • Geospatial analysis
  • Causal analysis using observational study data
  • Hospital Standardised Mortality Ratios (HSMR's)
  • Reproducibility and Method comparison studies
  • Multi-level modelling
  • Survival analysis
  • Joint longitudinal and multi-state modelling
  • Arterial structure and function
  • Type 2 diabetes and cardiovascular risk factors
  • Use of linked health data

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Research Output

Ageing and alcohol: Drinking typologies among older adults

Roche, A., Harrison, N., Chapman, J., Kostadinov, V. & Woodman, R., 25 Jun 2020, In : Journal of Aging and Health. 0, 0, p. 1-12 12 p.

Research output: Contribution to journalArticle

  • Open Access
    File
  • 2 Downloads (Pure)

    Association of flavonoids and flavonoid-rich foods with all-cause mortality: The Blue Mountains Eye Study

    Bondonno, N. P., Lewis, J. R., Blekkenhorst, L. C., Bondonno, C. P., Shin, J. HC., Croft, K. D., Woodman, R. J., Wong, G., Lim, W. H., Gopinath, B., Flood, V. M., Russell, J., Mitchell, P. & Hodgson, J. M., Jan 2020, In : CLINICAL NUTRITION. 39, 1, p. 141-150 10 p.

    Research output: Contribution to journalArticle

  • 8 Citations (Scopus)
    Open Access
    File
  • Changes in the HIV continuum of care following expanded access to HIV testing and treatment in Indonesia: A retrospective population-based cohort study

    Tarigan, Y., Woodman, R., Miller, E., Wisaksana,F, R., Stephen Wignall, S. & Ward, P., 12 Sep 2020, In : PLoS One. 15, 9, 18 p., e0239041.

    Research output: Contribution to journalArticle

    Open Access
    File