This unit (APP3035) of study will critically review research design, with a focus on the importance of selecting measurement tools that are psychometrically valid and reliable when conducting quantitative research. There is an emphasis throughout the unit on the selection of appropriate statistical analyses with respect to the model of non-significance hypothesis testing and effect sizes. Students will review the theoretical foundations of univariate analyses (including varied ANOVA techniques), correlation and regression, and continue to develop their SPSS skills for analysis with small and large data sets. Students will also be introduced to multivariate analyses.

Unit details

Study level:
Credit points:
Unit code:


APP2014 - Psychology 2B and

APP2101 - Intercultural and Developmental Issues in Psychology or

HPP2001 - Developmental Psychology

Learning Outcomes

On successful completion of this unit, students will be able to:
  1. Interrogate the validity and usefulness of various types of quantitative research design, including psychometric evaluation of measures;  
  2. Critically deduce the appropriate statistical procedures for analysis of different types of research data;  
  3. Interpret various statistical analyses as produced by SPSS;  
  4. Critically review literature relevant to research report; and  
  5. Conceptualise, undertake and write up a psychological research project  


Assessment type Description Grade
Presentation Group oral presentation of research proposal 20%
Report Individual research project that demonstrates application of appropriate statistical methods, description and discussion of findings (1800 words) 60%
Test Two in-class tests (Test 1: 1.5 hours worth 10%; Test 2: 1.5 hours worth 10%) 20%

Required reading

Discovering statistics using SPSS 5th ed.
Field, A., (2017)
London: SAGE Publications.

Where to next?

As part of a course

This unit is studied as part of the following courses. Refer to the course page for information on how to apply for the course.

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