CQUniversity Unit Profile
PSYC12047 Introduction to Data Analysis
Introduction to Data Analysis
All details in this unit profile for PSYC12047 have been officially approved by CQUniversity and represent a learning partnership between the University and you (our student).
The information will not be changed unless absolutely necessary and any change will be clearly indicated by an approved correction included in the profile.
General Information

Overview

This unit has been designed to introduce students to preliminary concepts in statistics. The material covered in this unit will provide the necessary background for students who will do research as part of their undergraduate or professional careers. The goal of this unit is to provide students with the skills to perform basic statistical analyses as they apply in the health, human, and social sciences. It is a requirement of enrolment in the unit that students have competency at secondary level mathematics, and broadband access to the CQUniversity website and Internet. Students lacking competency in secondary level, including basic algebra, are encouraged to contact Student Services to discuss their options before enrolling in this unit.

Details

Career Level: Undergraduate
Unit Level: Level 2
Credit Points: 6
Student Contribution Band: 7
Fraction of Full-Time Student Load: 0.125

Pre-requisites or Co-requisites

There are no requisites for this unit.

Important note: Students enrolled in a subsequent unit who failed their pre-requisite unit, should drop the subsequent unit before the census date or within 10 working days of Fail grade notification. Students who do not drop the unit in this timeframe cannot later drop the unit without academic and financial liability. See details in the Assessment Policy and Procedure (Higher Education Coursework).

Offerings For Term 2 - 2017

Bundaberg
Distance
Rockhampton

Attendance Requirements

All on-campus students are expected to attend scheduled classes – in some units, these classes are identified as a mandatory (pass/fail) component and attendance is compulsory. International students, on a student visa, must maintain a full time study load and meet both attendance and academic progress requirements in each study period (satisfactory attendance for International students is defined as maintaining at least an 80% attendance record).

Class and Assessment Overview

Recommended Student Time Commitment

Each 6-credit Undergraduate unit at CQUniversity requires an overall time commitment of an average of 12.5 hours of study per week, making a total of 150 hours for the unit.

Class Timetable

Bundaberg, Cairns, Emerald, Gladstone, Mackay, Rockhampton, Townsville
Adelaide, Brisbane, Melbourne, Perth, Sydney

Assessment Overview

1. In-class Test(s)
Weighting: 40%
2. Online Quiz(zes)
Weighting: 40%
3. Examination
Weighting: 20%

Assessment Grading

This is a graded unit: your overall grade will be calculated from the marks or grades for each assessment task, based on the relative weightings shown in the table above. You must obtain an overall mark for the unit of at least 50%, or an overall grade of ‘pass’ in order to pass the unit. If any ‘pass/fail’ tasks are shown in the table above they must also be completed successfully (‘pass’ grade). You must also meet any minimum mark requirements specified for a particular assessment task, as detailed in the ‘assessment task’ section (note that in some instances, the minimum mark for a task may be greater than 50%). Consult the University’s Grades and Results Policy for more details of interim results and final grades.

Previous Student Feedback

Feedback, Recommendations and Responses

Every unit is reviewed for enhancement each year. At the most recent review, the following staff and student feedback items were identified and recommendations were made.

Feedback from Moodle

Feedback

Provide a reference sheet with the full workings for an example problem each week.

Recommendation

As per above, each focused recording could have an attached sheet that documents each calculation step

Feedback from Moodle

Feedback

Voice threads nominated as very helpful. More of these would be good.

Recommendation

Consider short focused recordings that focus on building a key skill

Feedback from Moodle

Feedback

Suggest clarification on the number of decimal places to employ in calculations.

Recommendation

Including specific instructions at beginning of course

Unit Learning Outcomes
On successful completion of this unit, you will be able to:
  1. Demonstrate a knowledge of basic statistical procedures.
  2. Demonstrate a knowledge of the application of these procedures.
  3. Critically evaluate the use of statistics for research in the health, human, and social sciences
Alignment of Learning Outcomes, Assessment and Graduate Attributes
N/A Level
Introductory Level
Intermediate Level
Graduate Level
Professional Level
Advanced Level

Alignment of Assessment Tasks to Learning Outcomes

Assessment Tasks Learning Outcomes
1 2 3
1 - In-class Test(s) - 40%
2 - Examination - 20%
3 - Online Quiz(zes) - 40%

Alignment of Graduate Attributes to Learning Outcomes

Graduate Attributes Learning Outcomes
1 2 3
1 - Communication
2 - Problem Solving
3 - Critical Thinking
4 - Information Literacy
5 - Team Work
6 - Information Technology Competence
7 - Cross Cultural Competence
8 - Ethical practice
9 - Social Innovation
10 - Aboriginal and Torres Strait Islander Cultures

Alignment of Assessment Tasks to Graduate Attributes

Assessment Tasks Graduate Attributes
1 2 3 4 5 6 7 8 9 10
1 - In-class Test(s) - 40%
2 - Examination - 20%
3 - Online Quiz(zes) - 40%
Textbooks and Resources

Textbooks

Prescribed

Introduction to Statistics in Psychology

Edition: 6th ed. (2014)
Authors: Howitt, D. & Cramer, D.
Pearson UK
Harlow Harlow , Essex , UK
ISBN: 9781292000749
Binding: Paperback

IT Resources

You will need access to the following IT resources:
  • CQUniversity Student Email
  • Internet
  • Unit Website (Moodle)
  • Microsoft Excel (Highly recommended)
Referencing Style

All submissions for this unit must use the referencing style: American Psychological Association 6th Edition (APA 6th edition)

For further information, see the Assessment Tasks.

Teaching Contacts
Timothy Johnson Unit Coordinator
t.johnson@cqu.edu.au
Schedule
Week 1 Begin Date: 10 Jul 2017

Module/Topic

Describing variables

Chapter

1-3

Events and Submissions/Topic

Week 2 Begin Date: 17 Jul 2017

Module/Topic

Data distributions

Chapter

4-5

Events and Submissions/Topic

Week 3 Begin Date: 24 Jul 2017

Module/Topic

Standard deviation and z-scores; data relationships

Chapter

6-7

Events and Submissions/Topic

Week 4 Begin Date: 31 Jul 2017

Module/Topic

Correlation and simple regression

Chapter

8-9

Events and Submissions/Topic

Online Test 1

Week 5 Begin Date: 07 Aug 2017

Module/Topic

Samples, populations and probability

Chapter

10, 16

Events and Submissions/Topic

Calculation Quiz 1

Vacation Week Begin Date: 14 Aug 2017

Module/Topic

Chapter

Events and Submissions/Topic

Week 6 Begin Date: 21 Aug 2017

Module/Topic

Hypothesis testing

Chapter

11, 12

Events and Submissions/Topic

Online Test 2

Week 7 Begin Date: 28 Aug 2017

Module/Topic

Paired sample t-tests; Significance levels

Chapter

13, 17

Events and Submissions/Topic

Calculation Quiz 2

Week 8 Begin Date: 04 Sep 2017

Module/Topic

Independent sample t-tests; two-tailed and one-tailed tests

Chapter

14, 18

Events and Submissions/Topic

Online Test 3

Week 9 Begin Date: 11 Sep 2017

Module/Topic

Chi-square and non-parametric ranking tests

Chapter

15, 19

Events and Submissions/Topic

Calculation Quiz 3

Week 10 Begin Date: 18 Sep 2017

Module/Topic

One- and two-way independent groups ANOVA

Chapter

21, 23

Events and Submissions/Topic

Online Test 4

Week 11 Begin Date: 25 Sep 2017

Module/Topic

Partial correlation and multiple regression

Chapter

30, 32

Events and Submissions/Topic

Calculation Quiz 4

Week 12 Begin Date: 02 Oct 2017

Module/Topic

Effect size, confidence intervals, and reliability

Chapter

35, 37, 38

Events and Submissions/Topic

Review/Exam Week Begin Date: 09 Oct 2017

Module/Topic

Chapter

Events and Submissions/Topic

Exam Week Begin Date: 16 Oct 2017

Module/Topic

Chapter

Events and Submissions/Topic

Term Specific Information

The co-ordinator for this unit is Timothy Johnson, contactable at t.johnson@cqu.edu.au. Skype and/or phone contact information will be provided at the beginning of term.

Assessment Tasks

1 In-class Test(s)

Assessment Title
Online Test(s)

Task Description

Online tests are to be taken in weeks 4, 6, 8, & 10. They will be open from 9am on Monday morning until 12 midnight on the following Monday. You have one attempt at each week's test in which you have 20 minutes to complete.
Online tests comprise of 20 multiple choice questions based on unit activities and text chapters from previous weeks. For example, the week 4 test covers material from weeks 1-3, and the week 6 test covers material from weeks 4-5.
Grades and feedback for each test will be made available immediately after the test closes, in Moodle


Assessment Due Date

Online tests will be open from 9am on Monday morning until 12 midnight on the following Monday in weeks 4,6,8 and 10


Return Date to Students

Grades and feedback for each test will be made available immediately after the test closes, in Moodle


Weighting
40%

Assessment Criteria

No Assessment Criteria


Referencing Style

Submission
Online

Learning Outcomes Assessed
  • Demonstrate a knowledge of the application of these procedures.


Graduate Attributes
  • Problem Solving
  • Information Technology Competence

2 Online Quiz(zes)

Assessment Title
Calculation Quiz(zes)

Task Description

Calculation quizzes are to be taken in weeks, 5, 7, 9, & 11. They will be open from 9am on Monday morning until 12 midnight on the following Monday. You have one attempt at each week's quiz in which you have 2 hours to complete.


Number of Quizzes

4


Frequency of Quizzes

Fortnightly


Assessment Due Date

Calculation quizzes will be open from 9am on Monday morning until 12 midnight on the following Monday in weeks 5,7,9 and 11


Return Date to Students

Grades and feedback for each quiz will be made available immediately after the quiz closes, in Moodle


Weighting
40%

Assessment Criteria

No Assessment Criteria


Referencing Style

Submission
Online

Learning Outcomes Assessed
  • Demonstrate a knowledge of basic statistical procedures.


Graduate Attributes
  • Problem Solving
  • Critical Thinking

Examination

Outline
Complete an invigilated examination

Date
During the examination period at a CQUniversity examination centre

Weighting
20%

Length
90 minutes

Exam Conditions
Closed Book

Materials
Calculator - non-programmable, no text retrieval, silent only
Dictionary - non-electronic, concise, direct translation only (dictionary must not contain any notes or comments).
Academic Integrity Statement

As a CQUniversity student you are expected to act honestly in all aspects of your academic work.

Any assessable work undertaken or submitted for review or assessment must be your own work. Assessable work is any type of work you do to meet the assessment requirements in the unit, including draft work submitted for review and feedback and final work to be assessed.

When you use the ideas, words or data of others in your assessment, you must thoroughly and clearly acknowledge the source of this information by using the correct referencing style for your unit. Using others’ work without proper acknowledgement may be considered a form of intellectual dishonesty.

Participating honestly, respectfully, responsibly, and fairly in your university study ensures the CQUniversity qualification you earn will be valued as a true indication of your individual academic achievement and will continue to receive the respect and recognition it deserves.

As a student, you are responsible for reading and following CQUniversity’s policies, including the Student Academic Integrity Policy and Procedure. This policy sets out CQUniversity’s expectations of you to act with integrity, examples of academic integrity breaches to avoid, the processes used to address alleged breaches of academic integrity, and potential penalties.

What is a breach of academic integrity?

A breach of academic integrity includes but is not limited to plagiarism, self-plagiarism, collusion, cheating, contract cheating, and academic misconduct. The Student Academic Integrity Policy and Procedure defines what these terms mean and gives examples.

Why is academic integrity important?

A breach of academic integrity may result in one or more penalties, including suspension or even expulsion from the University. It can also have negative implications for student visas and future enrolment at CQUniversity or elsewhere. Students who engage in contract cheating also risk being blackmailed by contract cheating services.

Where can I get assistance?

For academic advice and guidance, the Academic Learning Centre (ALC) can support you in becoming confident in completing assessments with integrity and of high standard.

What can you do to act with integrity?