Effective Term: | 2024/05 |
Institute / School : | Institute of Education, Arts & Community |
Unit Title: | Quantitative Research Methods in Education |
Unit ID: | EDMED7057 |
Credit Points: | 15.00 |
Prerequisite(s): | Nil |
Co-requisite(s): | Nil |
Exclusion(s): | Nil |
ASCED: | 070303 |
Other Change: | |
Brief description of the Unit |
This unit introduces students to the core quantitative research methodologies within educational research. At the end of the unit, students will be able to apply the processes involved in conducting quantitative and mixed methods research, in particular forming a hypothesis, selecting and justifying methods of data collection, analysis and interpretation, specifically data generated in the context of Australian education sectors. Core research methods covered include experimental and correlational research designs. Students will acquire an understanding of the use of statistics in research. Ethical considerations from initial data collection through to data analysis and transparency in reporting are emphasised and guidelines considered. Students will be able to identify and access existing statistical data sets relevant to educational research. They will understand the purpose of undertaking a literature review before commencing a research project, develop literature search skills and examine literature for its assumptions and biases. Student will learn about the peer review process – how it works and why it is important. Students will also develop their academic reading and writing ability to a graduate standard through critical reading of quantitative research in the field of education and writing tasks preparing them for their Professional Inquiry or Minor Thesis projects. |
Grade Scheme: | Graded (HD, D, C, P, MF, F, XF) |
Work Experience Indicator: |
No work experience |
Placement Component: No |
Supplementary Assessment:Yes |
Where supplementary assessment is available a student must have failed overall in the Unit but gained a final mark of 45 per cent or above, has completed all major assessment tasks (including all sub-components where a task has multiple parts) as specified in the Unit Description and is not eligible for any other form of supplementary assessment |
Course Level: |
Level of Unit in Course | AQF Level(s) of Course | 5 | 6 | 7 | 8 | 9 | 10 | Introductory | | | | | | | Intermediate | | | | |  | | Advanced | | | | | | |
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Learning Outcomes: |
Knowledge: |
K1. | Examine and apply the conventions of academic reading and writing in quantitative educational research |
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K2. | Distinguish how research questions and research designs are linked |
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K3. | Connect data collection and types to their appropriate statistical analysis |
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K4. | Prioritise ethical approaches in quantitative research with reference to published guidelines |
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K5. | Evaluate research designs often used in educational research, e.g. correlational research, interventions with treatments, controls, instruments and model development |
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Skills: |
S1. | Analyse data using inferential and descriptive statistics, including evaluations of effect size |
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S2. | Critically engage with existing bodies of knowledge in a specialist field of education |
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S3. | Develop initial research skills, e.g. forming a hypothesis and research question, finding relevant research |
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Application of knowledge and skills: |
A1. | Read and write academically at a high level, e.g. on a research topic in a chosen area of educational specialisation |
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A2. | Critically evaluate published research in a specialised field of education |
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A3. | Collect data via a quantitative instrument (e.g. survey) and apply appropriate statistical analysis |
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A4. | Analyse and present findings honestly and transparently |
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Unit Content: |
Topics may include: The structure of research papers Academic reading and writing The relationship between research, theory and practice How to develop a ‘researchable’ question or topic When to choose a quantitative technique How to collect statistical data via surveys Sampling techniques Drawing conclusions from statistical analyses and acknowledging limitations. What constitutes research (e.g. the ARC definition) and what counts as sound evidence in the development of policy and practice The responsibility of researchers to present their findings honestly |
Graduate Attributes: |
| Learning Outcomes Assessed | Assessment Tasks | Assessment Type | Weighting | 1. | K1, K2, K3, S1, S2, S3, A2 | Mid-term quiz | Quiz | 30-40% | 2. | K1, K2, K3, K4, K5, S1, S2, S3, A1, A2, A3, A4 | Construct a short survey on a chosen research question, administer amongst classmates, and analyse the data using appropriate statistical analyses. | Written report | 60-70% |
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