Research Project - Data Analysis PG (6311.3)

Please note these are the 2022 details for this unit
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Research Project - Data Analysis PG
Available teaching periods Delivery mode Location
View teaching periods
EFTSL Credit points Faculty
0.125 3 Faculty Of Health
Discipline Study level HECS Bands
Discipline Of Psychology Post Graduate Level Band 1 2021 (Pg Clinical Psychology)
Band 2 2021 (Prof Pathway Psychology-After 1 Jan 2021)
Band 2 2021 (Prof Pathway Psychology-Before 1 Jan 2021)
Band 2 2021 (Standard Course Commenced Before 1 Jan 2021)
Band 4 2021 (Commenced After 1 Jan Social Work_Exclude 0905)
Band 4 2021 (Standard Course Commenced After 1 Jan 2021)
This unit involves the third stage of the research thesis component of the course. Working with a research supervisor, the student will finalise data collection, analyse the data collected and interpret the outcome of the study.

Learning outcomes

On successful completion of this unit, students will be able to:
1. Select and apply appropriate quantitative or qualitative techniques for data analysis and interpret the results appropriately;

2. Demonstrate awareness of potential ethical issues involved in psychological research and understanding of and practice in using the APS Code of Ethics and its accompanying Guidelines, and other relevant sources, to resolve ethical questions.


Graduate attributes

1. UC graduates are professional - employ up-to-date and relevant knowledge and skills
1. UC graduates are professional - communicate effectively
2. UC graduates are global citizens - behave ethically and sustainably in their professional and personal lives


Prerequisites

Permission required from the unit convener.

This unit is only available to students in Master of Clinical Psychology degree.

Corequisites

None.

Incompatible units

None.

Equivalent units

None.

Assumed knowledge

None.
Year Location Teaching period Teaching start date Delivery mode Unit convener
Not available

Required texts

There are no required texts. The following texts are recommended:

American Psychological Association. (2020). Publication manual of the American Psychological Association (7th ed.). Author. https://doi.org/10.1037/0000165-000

Australian Psychological Society. (2020). Ethical guidelines on record keeping. Author. 

Bakker, M., Hartgerink, C. H. J., Wicherts, J. M., & van der Maas, H. L. J. (2016). Researchers' intuitions about power in psychological research. Psychological Science, 27(8), 1069-1077. https://doi.org/10.1177/0956797616647519

Cumming, G. (2014, January 1, 2014). The new statistics: Why and how. Psychological Science, 25(1), 7-29. https://doi.org/10.1177/0956797613504966

Gernsbacher, M. A. (2018). Writing empirical articles: Transparency, reproducibility, clarity, and memorability. Advances in Methods and Practices in Psychological Science, 1(3), 403-414. https://doi.org/10.1177/2515245918754485

Hayes, A. F. (2009). Beyond Baron and Kenny: Statistical mediation analysis in the new millennium. Communication Monographs, 76(4), 408-420. https://doi.org/10.1080/03637750903310360

Hayes, A. F. (2013). Introduction to mediation, moderation, and conditional process analysis: A regression-based approach. Guilford Press. 

Hayes, A. F. (2015, 2015/01/02). An index and test of linear moderated mediation. Multivariate Behavioral Research, 50(1), 1-22. https://doi.org/10.1080/00273171.2014.962683

Jones, J. A., & Waller, N. G. (2013, Dec). Computing confidence intervals for standardized regression coefficients. Psychological Methods, 18(4), 435-453. https://doi.org/10.1037/a0033269

Shane, B. B., & Böckenholt, U. (2016). Planning sample sizes when effect sizes are uncertain: The power-calibrated effect size approach. Psychological Methods, 21(1), 47-60. https://doi.org/10.1037/met0000036

Morey, R. D., Homer, S., & Proulx, T. (2018). Beyond statistics: Accepting the null hypothesis in mature sciences. Advances in Methods and Practices in Psychological Science, 1(2), 245-258. https://doi.org/10.1177/2515245918776023

National Health & Medical Research Council, Australian Research Council, & Universities Australia. (2019). Supervision: A guide supporting the Australian Code for the Responsible Conduct of Research. Commonwealth of Australia. 

National Health and Medical Research Council. (2018a). Ethical conduct in research with Aboriginal and Torres Strait Islander Peoples and communities: Guidelines for researchers and stakeholders. Commonwealth of Australia. 

National Health and Medical Research Council. (2018b). Keeping research on track II: A companion document to "Ethical conduct in research with Aboriginal and Torres Strait Islander Peoples and communities: Guidelines for researchers and stakeholders". Commonwealth of Australia. 

National Health and Medical Research Council, Australian Research Council, & Universities Australia. (2018). Australian code for the responsible conduct of research. Commonwealth of Australia. 

National Health and Medical Research Council, Australian Research Council, & Universities Australia. (2019). Authorship: A guide supporting the Australian Code for the Responsible Conduct of Research. Commonweatlh of Australia. 

National Health and Medical Research Council, the Australian Council, & Universities Australia. (2018). National statement on ethical conduct in human research 2007 (updated 2018). Commonwealth of Australia. 

Preacher, K. J., & Merkle, E. C. (2012). The problem of model selection uncertainty in structural equation modeling. Psychological Methods, 17(1), 1-14. https://doi.org/10.1037/a0026804

Reardon, K., Smack, A., Herzhoff, K., & Tackett, J. (2019). An N-pact factor for clinical psychological research. Journal of Abnormal Psychology, 128(6), 493-499. https://doi.org/10.1037/abn0000435

Participation requirements

Regular meetings with your reseearch supervisor, as appropriate, as negotiated between the supervisor and student.

Required IT skills

Good word-processing skills are required.

It is also necessary to be competent in using specialist software for data analysis.

Work placement, internships or practicums

None