Students

EDST4200 – Using and Interpreting Educational Data

2026 – Session 2, In person-scheduled-infrequent, North Ryde

General Information

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Unit convenor and teaching staff Unit convenor and teaching staff Convenor
Dr Stanley Tang
stanley.tang@mq.edu.au
Contact via Via Contact Teaching Staff iLearn forum
N/A
As arranged via email
Administration
Assoc. Prof. Janet Dutton
janet.dutton@mq.edu.au
Contact via Via email
25 Wally's Walk Level 7 Building B B715
As arranged via email
Tutor
Dr Sylvester Okeke
sylvester.okeke@mq.edu.au
Contact via Via email
N/A
As arranged via email
Credit points Credit points
10
Prerequisites Prerequisites
80cp at 1000 level or above and [(admission to BTeach(ECE) or BABEd(Prim) or BEd(Prim)BPsych or BABEd(Sec) or BScBEd(Sec) or BCommBEd(Sec)]
Corequisites Corequisites
Co-badged status Co-badged status
Unit description Unit description

This unit focuses on the use of various forms of educational data to support learning. Students will examine the sources of data and develop an understanding of the types of data that can be used for different purposes. They will learn to analyse, interpret, apply and critically evaluate data from classroom assessments, state and national tests and large-scale standardised assessment programs. They will also develop reflexive skills as they draw upon a range of data to inform their practice.

Important Academic Dates

Information about important academic dates including deadlines for withdrawing from units are available at https://www.mq.edu.au/study/calendar-of-dates

Learning Outcomes

On successful completion of this unit, you will be able to:

  • ULO1: Identify various sources of educational data.
  • ULO2: Apply data literacy skills to make inferences from qualitative and quantitative data sets.
  • ULO3: Examine techniques for analysing and interpreting qualitative and quantitative data.
  • ULO4: Critically evaluate qualitative and quantitative data collection instruments.
  • ULO5: Identify professional challenges presented in the data and reflect upon the implications for their own teaching practice. Examine the purposes and types of feedback to students and reportage to parents and other stakeholders.

General Assessment Information

General Submission Information  

All written assessments must be submitted electronically. Please format assessments using 12-point font and 1.5 spacing. Submissions must meet the required file type and formatting specifications outlined in the assessment guidelines. If you are unsure about the file format or have technical difficulties, it is your responsibility to seek assistance before the submission deadline. Students should be careful to check that they submit the correct file for an assessment as no re-submissions will be accepted after the due date and time, including instances where students upload an incorrect file. It is not the responsibility of unit staff to contact students who have failed to submit assessments. If you have any missing items of assessment, it is your responsibility to contact the unit convenor.  

Turnitin plagiarism detection software is used to check all written assessments. It is the responsibility of all students to ensure that their submitted work is in a format compatible with Turnitin software for plagiarism checking. Students can use Turnitin’s Originality Report as a learning tool to improve their academic writing if this option is made available in the unit.  

Word limits are strictly applied, with + or – 10% applicable. Work above the word limit will not be marked.   

Academic Integrity 

Students should be aware of and apply the University policy on academic integrity (see: https://policies.mq.edu.au/document/view.php?id=3).  

Artificial Intelligence 

 

 Special Consideration / Late Penalties  

Unless a Special Consideration request has been submitted and approved, a 5% penalty (of the total possible mark) will be applied each day to late submissions, up until the 7th calendar day (including weekends). After the 7th day, a mark of ‘0’ (zero) will be awarded even if the assessment is submitted. Submission time for all written assessments is set at 11.55pm. A 1-hour grace period is provided to students who experience a technical issue.   

Important to note:  

Late submission of time sensitive tasks (such as tests/exams, performance assessments/presentations, scheduled practical assessments/labs) will be addressed by the unit convenor in a Special consideration application.  

Students should not request an informal arrangement from their tutor, lecturer or Unit Convenor (or equivalent).  

Where an application for Special Consideration is approved and the outcome is an extension to the due date of a task, submissions that are received after the new due date will be subject to late penalties that are calculated from the new due date. This only applies where the outcome is an extension to the due date – see the Special Consideration Policy for a schedule of all possible outcomes. 

A Special Consideration outcome may result in a new question or topic.  

Applications must be made via Service Connect.   

 

University Policy on Grading   

Assignments will be awarded grades ranging from HD to F according to guidelines set out in the University's Grading System and University Assessment Policy.   

To attain a pass or higher grade in Professional Experience a student must obtain a satisfactory in both the Professional Experience component and a pass or higher grade in the academic component. For Professional Experience units the Professional Experience Evaluation Report is marked as Satisfactory or Unsatisfactory. The Macquarie Teaching Performance Assessment (MQTPA - in final WIL/PEx units) is marked as Not met, Met or Exceeds.  

Results  

Results shown in iLearn, or released directly by your Unit Convenor, are not confirmed because they are subject to final approval by the University. Once approved, final results will be sent to your student email address and will be made available in eStudent. For more information visit Service Connect.  

Withdrawing from this unit  

If you are considering withdrawing from this unit, please seek academic advice via Service Connect before doing so as this unit may be a co-requisite or prerequisite for units in the following sessions and may impact your course progression. 

Assessment Tasks

Name Weighting Hurdle Due Groupwork/Individual Short Extension AI Approach
Analysis and report on NAPLAN data set 50% No 06/10/2026 Individual Yes Open
Examination 50% No Examination period Individual No Observed

Analysis and report on NAPLAN data set

Assessment Type 1: Problem-based task
Indicative Time on Task 2: 44 hours
Due: 06/10/2026
Weighting: 50%
Groupwork/Individual: Individual
Short extension 3: Yes
AI Approach: Open

Students are to write a report on a fictional school using a simulated NAPLAN data set which will require the interpretation, analysis and comparison of the data set with normative NAPLAN data. From the analysis, students will determine a specific issue which is identifiable in the data (e.g., poor attendance of students, boys not making benchmarks in reading etc.). Students will then review current empirical research on the factors relating to the chosen issue. Finally, students will outline a proposal (a list of recommendations) which are aimed at resolving the chosen issue and improving the outcomes of the fictional student cohort.
On successful completion you will be able to:
  • Identify various sources of educational data.
  • Apply data literacy skills to make inferences from qualitative and quantitative data sets.
  • Examine techniques for analysing and interpreting qualitative and quantitative data.
  • Critically evaluate qualitative and quantitative data collection instruments.
  • Identify professional challenges presented in the data and reflect upon the implications for their own teaching practice. Examine the purposes and types of feedback to students and reportage to parents and other stakeholders.

Examination

Assessment Type 1: Examination
Indicative Time on Task 2: 44 hours
Due: Examination period
Weighting: 50%
Groupwork/Individual: Individual
Short extension 3: No
AI Approach: Observed

The final examination will consist of short answer and extended response questions which will address all learning outcomes and content from the unit.
On successful completion you will be able to:
  • Identify various sources of educational data.
  • Apply data literacy skills to make inferences from qualitative and quantitative data sets.
  • Examine techniques for analysing and interpreting qualitative and quantitative data.

1 If you need help with your assignment, please contact:

  • the academic teaching staff in your unit for guidance in understanding or completing this type of assessment
  • Academic Success for academic skills support.

2 Indicative time-on-task is an estimate of the time required for completion of the assessment task and is subject to individual variation.

3 An automatic short extension is available for some assessments. Apply through the Service Connect Portal.

Delivery and Resources

The unit is delivered via a combination of on campus tutorials and independent learning. A detailed schedule is available in iLearn.

Required and recommended texts

There is no required textbook for this subject. Readings can be found in Leganto.

Information about the unit iLearn site 

This unit has a full web presence through iLearn. Information for students about access to the online component of this unit is available at https://ilearn.mq.edu.au/login/index.php. You will need to enter your student username and password.

Please do NOT contact the Unit Convenor regarding iLearn technical help. Assistance is available from IT Helpdesk: via email onehelp@mq.edu.au or Ph: 9850 4357 or 1800 67 4357. On Campus: Ground floor at 18 Wally’s Walk.

Unit Schedule

The unit schedule including on campus tutorials dates and time is available in iLearn.

Policies and Procedures

Macquarie University policies and procedures are accessible from Policy Central (https://policies.mq.edu.au). Students should be aware of the following policies in particular with regard to Learning and Teaching:

Students seeking more policy resources can visit Student Policies (https://students.mq.edu.au/support/study/policies). It is your one-stop-shop for the key policies you need to know about throughout your undergraduate student journey.

To find other policies relating to Teaching and Learning, visit Policy Central (https://policies.mq.edu.au) and use the search tool.

Student Code of Conduct

Macquarie University students have a responsibility to be familiar with the Student Code of Conduct: https://students.mq.edu.au/admin/other-resources/student-conduct

Results

Results published on platform other than eStudent, (eg. iLearn, Coursera etc.) or released directly by your Unit Convenor, are not confirmed as they are subject to final approval by the University. Once approved, final results will be sent to your student email address and will be made available in eStudent. For more information visit connect.mq.edu.au or if you are a Global MBA student contact globalmba.support@mq.edu.au

Academic Integrity

At Macquarie, we believe academic integrity – honesty, respect, trust, responsibility, fairness and courage – is at the core of learning, teaching and research. We recognise that meeting the expectations required to complete your assessments can be challenging. So, we offer you a range of resources and services to help you reach your potential, including free online writing and maths support, academic skills development and wellbeing consultations.

School of Education Procedures  

In addition, the following policies and procedures for the Macquarie School of Education apply to this unit.  

Academic Progression Policy 

This unit is a part of a professional course listed on Schedules 2 and 3 of the Academic Progression Policy. This course has additional requirements that are applicable for the full duration of the course, including course-specific Inherent Requirements, Fitness to Practice requirements and other compulsory course requirements. It also has rigorous academic progression standards. Inability to meet these requirements may result in a withdrawal of offer of admission and/or permanent exclusion from the course in accordance with the General Coursework Rules.  

Communication  

It is the student’s responsibility to check all electronic communication on a weekly basis.  Communication may occur via:  

Official MQ Student Email Address  

The Dialogue function on iLearn  

Other iLearn communication functions  

Attendance and Participation 

See the University timetable for information about when classes begin in this unit. Creating your timetable - Enrolling | Macquarie University, Sydney (mq.edu.au). Students are required to attend the tutorial in which they are enrolled. Any changes to tutorial enrolments must be completed officially through e-Student. Please do not contact the unit convenor to request a change.  

There is an attendance requirement in this unit. Initial Teacher Education (ITE) degrees must ensure that teacher education students meet unit learning outcomes, course learning outcomes and the Graduate level of the Australian Professional Standards for Teachers. Since units are within an accredited ITE degree, Macquarie School of Education is required to demonstrate these outcomes and standards have been taught, practised and assessed. To meet ‘taught, practiced and assessed’ accreditation requirements, ITE units have mandatory attendance, with an expectation of at least 80% attendance at tutorials. Please see your unit iLearn site for details of how to meet attendance requirements in this unit. 

Infrequent Attendance Students  

Information about the dates of the on-campus sessions can be found in the university timetable. Creating your timetable - Enrolling | Macquarie University, Sydney (mq.edu.au)  

The on-campus sessions are essential to student engagement and learning and attendance is expected.   

Prior to the on-campus sessions, students should have read the prescribed readings and listened to the lectures, summarise the main points, and make notes of the key terms and definitions. Prepare any discussion questions of your own that you wish to share.  

Please make effective use of the online component of the unit and access iLearn regularly. Keep up to date with listening to the lectures on a weekly basis.  

Further details and any updates about times and locations will be posted on iLearn as an Announcement during first half of the semester.  

Student Support

Macquarie University provides a range of support services for students. For details, visit http://students.mq.edu.au/support/

Academic Success

Academic Success provides resources to develop your English language proficiency, academic writing, and communication skills.

The Library provides online and face to face support to help you find and use relevant information resources. 

Student Services and Support

Macquarie University offers a range of Student Support Services including:

Student Enquiries

Got a question? Ask us via the Service Connect Portal, or contact Service Connect.

IT Help

For help with University computer systems and technology, visit https://students.mq.edu.au/support/technology/service-desk. 

When using the University's IT, you must adhere to the Acceptable Use of IT Resources Policy. The policy applies to all who connect to the MQ network including students.

Unit information based on version 2026.03 of the Handbook