Quantitative research in health

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This page lists the key topics covered in 1st, 2nd, 3rd, and 4th year undergraduate research methods in the discipline of psychology at the University of Canberra.

Conducting research[edit | edit source]

Epistemology (Philosophy of science)[edit | edit source]

Research questions[edit | edit source]

Hypothesis formulation[edit | edit source]

Statistics[edit | edit source]

Level of measurement[edit | edit source]

Sampling[edit | edit source]

Data screening[edit | edit source]

Missing data[edit | edit source]

Normal distribution[edit | edit source]

Descriptive statistics[edit | edit source]

Graphing[edit | edit source]

z-scores[edit | edit source]

Transformations[edit | edit source]

Differences - non-para[edit | edit source]

Single-subject design[edit | edit source]

t-tests[edit | edit source]

  • One sample
  • Between subjects
  • Paired samples

Correlation[edit | edit source]

  • Parametric
  • Partial/semi-partial
  • Non-parametric

ANOVA - Analysis of Variance[edit | edit source]

  • ANOVA 1-way
  • ANOVA repeated
  • ANOVA factorial
  • ANOVA mixed
  • ANCOVA - Analysis of Covariance
  • MANOVA - Multivariate Analysis of Variance

Chi-square[edit | edit source]

Linear regression[edit | edit source]

Multiple linear regression[edit | edit source]

  • Basic
  • Advanced

Moderation[edit | edit source]

Mediation[edit | edit source]

Exploratory factor analysis[edit | edit source]

Reliability[edit | edit source]

Validity[edit | edit source]

Internal consistency[edit | edit source]

Composite scores[edit | edit source]

Statistical power[edit | edit source]

Effect sizes[edit | edit source]

Meta-analysis[edit | edit source]

Structural equation modelling[edit | edit source]

Path analysis[edit | edit source]

Survey design[edit | edit source]

Survey research[edit | edit source]

Online surveys[edit | edit source]

Human research ethics[edit | edit source]

Units[edit | edit source]

  1. Introduction to psychological research
  2. Experimental psychology
  3. Survey research and design in psychology
  4. Research methods and professional ethics

Resources and references[edit | edit source]

See also[edit | edit source]

Link to any subpages this page might have
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