Course overview
- Study period
- Semester 1, 2025 (24/02/2025 - 21/06/2025)
- Study level
- Undergraduate
- Location
- St Lucia
- Attendance mode
- In Person
- Units
- 2
- Administrative campus
- St Lucia
- Coordinating unit
- Psychology School
Enrolment Note: This course has a delayed enrolment date and will open following the allocation of Honours streams. Students will be advised of the specific date each year when their Honours stream is confirmed and should contact the School of Psychology for further information.
This advanced methodology course builds on skills and knowledge developed in undergraduate psychology courses. We will first focus on preliminary data analyses, including missing data analysis; exploratory factor analysis; and confirmatory factor analysis. The next part of the course will focus on hypothesis-testing using advanced analytic techniques, including logistic regression; mediation analyses using bootstrapping; moderation analyses in regression and ANOVA; structural equation modeling; multi-level modeling; and multivariate analyses. Emphasis will be placed on conceptual understanding of analytic techniques; statistical decision-making; conducting and interpreting analyses using SPSS software; and critical evaluation of published empirical research reports.
Course requirements
Assumed background
A solid understanding of material taught in third-year methodology courses (i.e., PSYC3010 and PSYC3020) is essential for this course.
Restrictions
BPsySc(Hons), BSc(Hons) in Psychology, BArts(Hons) in Psychology
Course contact
Course staff
Lecturer
Timetable
The timetable for this course is available on the UQ Public Timetable.
Aims and outcomes
Building on material learned in third-year methodology courses, this course aims to:
- Develop a conceptual understanding of preliminary data analyses and advanced analytic techniques.
- Develop skills in statistical decision-making, such as choosing appropriate tests and outlining an analysis plan.
- Develop skills in conducting analyses using SPSS software, interpreting these results, and communicating the findings.
- Develop skills in critically evaluating results published in psychology journals.
Learning outcomes
After successfully completing this course you should be able to:
LO1.
Identify the key terms and conceptual principles relevant to preliminary data analyses and advanced analytic techniques.
LO2.
Plan, conduct, and interpret preliminary analyses of data sets.
LO3.
Plan, conduct, and interpret advanced analytic techniques to test hypotheses.
LO4.
Report and discuss the results of these analyses, following standard conventions in Psychology.
LO5.
Critically evaluate results published in psychology journals.
Assessment
Assessment summary
Category | Assessment task | Weight | Due date |
---|---|---|---|
Paper/ Report/ Annotation | Missing Data Analysis, Assumption Checks | 30% |
4/04/2025 1:00 pm |
Paper/ Report/ Annotation | EFA, logistic regression, and mediation | 30% |
2/05/2025 1:00 pm |
Examination | Final exam | 40% |
End of Semester Exam Period 7/06/2025 - 21/06/2025 |
Assessment details
Missing Data Analysis, Assumption Checks
- Mode
- Written
- Category
- Paper/ Report/ Annotation
- Weight
- 30%
- Due date
4/04/2025 1:00 pm
- Learning outcomes
- L01, L02, L03, L04
Task description
This assignment aims to consolidate your knowledge of missing data analysis, approaches to variable distribution checks, and regression assumption checks and related adjustments. You are to analyse a dataset and report the results of your findings. Your report should not exceed 1200 words by more than 10%. Your report will be assessed on (1) the quality of reporting and conducting appropriate analyses, (2) the quality of the reasoning/justifications you have provided for your choices, and (3) clarity of writing and brevity. More details about the assessment criteria can be found on the Course Blackboard.
Submission guidelines
All written work should be submitted online using Turnitin. Detailed instructions will be provided via the course Blackboard.
Assignments must consist of entirely original material that has been developed solely for the current course in the current semester (i.e., not previously submitted for another course or for this course in a previous semester). Electronic checks will be conducted to identify instances of plagiarism and collusion. Flagged assignments will be referred to the Integrity Officer for investigation, and if this concludes that plagiarism or collusion occurred then penalties will apply.
Every student must complete the University's Academic Integrity Module (which provides advice regarding plagiarism and ethical assignment behaviour) before completing any assessment. The module can be found at: https://www.uq.edu.au/integrity
ALWAYS download a copy of the Turnitin receipt from the Assignment Dashboard.
Deferral or extension
You may be able to apply for an extension.
The maximum extension allowed is 14 days. Extensions are given in multiples of 24 hours.
For full details please review the School of Psychology Student Guidelines - Extensions and Deferred quiz/exam.
Late submission
A penalty of 10% of the maximum possible mark will be deducted per 24 hours from time submission is due for up to 7 days. After 7 days, you will receive a mark of 0.
EFA, logistic regression, and mediation
- Mode
- Written
- Category
- Paper/ Report/ Annotation
- Weight
- 30%
- Due date
2/05/2025 1:00 pm
- Learning outcomes
- L01, L02, L03, L04
Task description
PSYC4050 Assignment 2
Factor Analysis, Logistic Regression, and Mediation
The goal of this assignment is to consolidate your knowledge of exploratory factor analysis, logistic regression, and mediation.
The assignment is presented in three parts, each with its own data set to analyse. Reporting of results should conform to APA 7th edition guidelines.
Your report is not to exceed 1200 words.
Your report will be assessed on
(1) the quality of reporting and conducting appropriate analyses,
(2) the quality of your reasoning and interpretation of the results, and
(3) clarity of writing and brevity.
Submission guidelines
All written work should be submitted online using Turnitin. Detailed instructions will be provided via the course Blackboard.
Assignments must consist of entirely original material that has been developed solely for the current course in the current semester (i.e., not previously submitted for another course or for this course in a previous semester). Electronic checks will be conducted to identify instances of plagiarism and collusion. Flagged assignments will be referred to the Integrity Officer for investigation, and if this concludes that plagiarism or collusion occurred then penalties will apply.
Every student must complete the University's Academic Integrity Module (which provides advice regarding plagiarism and ethical assignment behaviour) before completing any assessment. The module can be found at: https://www.uq.edu.au/integrity
ALWAYS download a copy of your Turnitin receipt via the Assignment Dashboard. You will not receive an emailed version.
Deferral or extension
You may be able to apply for an extension.
The maximum extension allowed is 14 days. Extensions are given in multiples of 24 hours.
For full details please review the School of Psychology Student Guidelines - Extensions and Deferred quiz/exam.
Late submission
A penalty of 10% of the maximum possible mark will be deducted per 24 hours from time submission is due for up to 7 days. After 7 days, you will receive a mark of 0.
Final exam
- Mode
- Written
- Category
- Examination
- Weight
- 40%
- Due date
End of Semester Exam Period
7/06/2025 - 21/06/2025
- Learning outcomes
- L01, L02, L03, L05
Task description
Final exam, in person, open book (all teaching materials and student notes permitted).
Exam details
Planning time | 10 minutes |
---|---|
Duration | 120 minutes |
Calculator options | Any calculator permitted |
Open/closed book | Open Book examination |
Exam platform | Paper based |
Invigilation | Invigilated in person |
Submission guidelines
Deferral or extension
You may be able to defer this exam.
Course grading
Full criteria for each grade is available in the Assessment Procedure.
Grade | Cut off Percent | Description |
---|---|---|
1 (Low Fail) | 0 - 29.99 |
Absence of evidence of achievement of course learning outcomes. |
2 (Fail) | 30 - 46.99 |
Minimal evidence of achievement of course learning outcomes. |
3 (Marginal Fail) | 47 - 49.99 |
Demonstrated evidence of developing achievement of course learning outcomes |
4 (Pass) | 50 - 59.99 |
Demonstrated evidence of functional achievement of course learning outcomes. |
5 (Credit) | 60 - 69.99 |
Demonstrated evidence of proficient achievement of course learning outcomes. |
6 (Distinction) | 70 - 84.99 |
Demonstrated evidence of advanced achievement of course learning outcomes. |
7 (High Distinction) | 85 - 100 |
Demonstrated evidence of exceptional achievement of course learning outcomes. |
Supplementary assessment
Supplementary assessment is available for this course.
Supplementary final exam, same details as the standard final exam
Additional assessment information
All assignments will be electronically screened for potential academic misconduct (e.g. plagiarism, collusion) using TurnitIn. Any assignments that are flagged by TurnitIn to have substantial overlap in content with other sources will then be manually examined by the course coordinator and the course tutor(s). If the nature of overlap is deemed to be of valid concern by course staff, then your assignment, along with the TurnitIn report and any other relevant documentation (e.g. overlapping sources) will be sent to the UQ School of Psychology's Academic Integrity Officer to be formally investigated for academic misconduct. You will not receive any marks for the criteria (based on the marking rubric) which contain work concluded as non-original. Further penalties may apply depending on the nature of the case.
Learning resources
You'll need the following resources to successfully complete the course. We've indicated below if you need a personal copy of the reading materials or your own item.
Library resources
Library resources are available on the UQ Library website.
Learning activities
The learning activities for this course are outlined below. Learn more about the learning outcomes that apply to this course.
Filter activity type by
Please select
Learning period | Activity type | Topic |
---|---|---|
Week 1 (24 Feb - 02 Mar) |
Lecture |
Course Overview Learning outcomes: L01 |
Week 2 (03 Mar - 09 Mar) |
Tutorial |
Missing Data Analysis Learning outcomes: L01, L02, L04, L05 |
Lecture |
Missing Data: Assessment & Solutions Learning outcomes: L01, L02, L05 |
|
Week 3 (10 Mar - 16 Mar) |
Tutorial |
Assumptions of statistical tests Learning outcomes: L01, L02, L04, L05 |
Lecture |
Assumptions of statistical tests Learning outcomes: L01, L02, L03, L05 |
|
Week 4 (17 Mar - 23 Mar) |
Tutorial |
Exploratory Factor Analysis Learning outcomes: L01, L02, L04, L05 |
Lecture |
Exploratory Factor Analysis Learning outcomes: L01, L02, L03, L05 |
|
Week 5 (24 Mar - 30 Mar) |
Tutorial |
EFA in SPSS II + reading CFA and SEM results Learning outcomes: L01, L02, L03, L04, L05 |
Lecture |
Confirmatory Factor Analysis (CFA) and SEM Learning outcomes: L01, L02, L03, L05 |
|
Week 6 (31 Mar - 06 Apr) |
Tutorial |
Logistic Regression Learning outcomes: L01, L03, L04, L05 |
Lecture |
Logistic Regression Learning outcomes: L01, L03, L05 |
|
Week 7 (07 Apr - 13 Apr) |
Tutorial |
Mediation Analysis and Bootstrapping Learning outcomes: L01, L03, L04, L05 |
Lecture |
Mediation Analysis and Bootstrapping Learning outcomes: L01, L03, L05 |
|
Week 8 (14 Apr - 20 Apr) |
Tutorial |
Moderation in Regression Learning outcomes: L01, L02, L03, L04 |
Lecture |
Moderation in Regression Learning outcomes: L01, L03, L05 |
|
Mid-sem break (21 Apr - 27 Apr) |
No student involvement (Breaks, information) |
Midsemester Break |
Week 9 (28 Apr - 04 May) |
Tutorial |
Moderation Analysis with ANOVA Learning outcomes: L01, L03, L04, L05 |
Lecture |
Moderation Analysis with ANOVA Learning outcomes: L01, L03, L04, L05 |
|
Week 11 (12 May - 18 May) |
Tutorial |
Bayesian Inference Learning outcomes: L01, L03, L04, L05 |
Lecture |
Bayesian Inference Learning outcomes: L01, L03, L05 |
|
Week 12 (19 May - 25 May) |
Tutorial |
Multilevel modelling Learning outcomes: L01, L03, L04, L05 |
Lecture |
Multilevel modelling Learning outcomes: L01, L03, L05 |
Policies and procedures
University policies and procedures apply to all aspects of student life. As a UQ student, you must comply with University-wide and program-specific requirements, including the:
- Student Code of Conduct Policy
- Student Integrity and Misconduct Policy and Procedure
- Assessment Procedure
- Examinations Procedure
- Reasonable Adjustments - Students Policy and Procedure
Learn more about UQ policies on my.UQ and the Policy and Procedure Library.
School guidelines
Your school has additional guidelines you'll need to follow for this course: