Curriculum Design: Graduate Attributes, Alignment, and Assessment

This page guides educational institutions in structuring programs to ensure graduates acquire the essential Knowledge, Skills, and Abilities (KSAs) demanded by today's professions. Our goal is to create a seamless alignment between your curriculum, program learning outcomes, and assessment strategies.

1. The Urgency of Alignment: Preparing for the Future of Work

The Challenge: Many universities struggle with developing comprehensive Graduate Student Attributes (GSAs) or lack efficient processes to align them effectively with curriculum, learning outcomes, and assessments. Educators are preparing students for a future workplace profoundly impacted by rapid change, including digital technology, an aging workforce, climate change, and global interconnectedness (Salmon, 2019). Programs must equip students to navigate globalized contexts, assimilate change swiftly, and thrive amidst uncertainty.

The Solution: GSAs and Progressive Alignment: Universities, faculties, schools, and departments should develop clear values and philosophy statements alongside their Graduate Student Attributes (GSAs). These GSAs must extend beyond purely technical knowledge. The curriculum should then progressively ensure students acquire the required KSAs, as defined in the GSA, each semester.

2. Core Principles of GSA-Aligned Curriculum

GSA Categories: Academic, Personal, Professional
Effective GSAs encompass three core categories:
  • Academic: Discipline-specific knowledge, advanced skills, and the ability to learn how to learn.
  • Personal: Qualities of ethical and responsible global citizens.
  • Professional: Essential skills, aptitudes, and attitudes for 21st-century professional life. This includes highly sought-after soft skills like problem-solving, critical thinking, communication, and teamwork.
Review: UTS guidelines for developing GSAs

The Alignment Model: From GSA to Assessment
Curriculum alignment follows a clear, structured sequence:
  1. Graduate Attributes (Professional, Intellectual, Personal)
  2. Course Intended Learning Outcomes
  3. Subject Learning Objectives/Outcomes
  4. Assessment Tasks
  5. Assessment Criteria (and Standards of Achievement)​
​Designing Authentic Assessments
Develop a comprehensive map of learning outcomes and assessments per year to ensure unit learning outcomes (LOs) align seamlessly with Program LOs and GSAs. Assessments should:
  • Accurately measure learning outcomes and be distributed evenly throughout the course.
  • Maintain consistency in workload demands across units and lecturers (e.g., 25% of the total mark = 1000 words).
  • Actively promote Graduate Student Attributes—such as pedagogy, problem-solving, critical thinking, and ethics—rather than simple memorization.
  • Incorporate and foster discussions around ethics, equality, and student issues.
Staff must ensure student work reflects genuine learning and original effort, mitigating risks from AI writing and contract cheating services. Courses should adhere to recognized quality criteria, such as the Quality Matters Framework.

3. Implementation Example and Resources (Sport Science)

Identifying Professional Knowledge, Skills, and Abilities (KSAs)
To illustrate, defining the daily activities of PE teachers or sports instructors helps determine the necessary KSAs for Sport Science graduates. Resources like O*NET provide detailed KSA information, including related occupations.

Sample KSAs:
  • Tasks: Instruct through discussions and demonstrations; establish clear objectives for lessons.
  • Knowledge: Education and Training, Psychology, Computers and Electronics.
  • Skills: Instructing, Speaking, Active Listening, Learning Strategies.

Sample Graduate Attributes
Example GSAs for Sport Science students include:
  1. Pedagogy: Apply basic principles of pedagogical science.
  2. Discipline Knowledge: Acquire skills to teach PE, design health programs, and organize recreational activities.
  3. Digital Literacy: Recognized as one of the fastest-growing skills in demand.

View: Video description of Health Sport & Exercise GA (from UTS)

Mapping and Assessment Tools
Program intended learning outcomes (P-ILOs) are directly derived from your GSAs. Useful guides include the [Guide to Writing Learning Outcomes], the [Course Outlines website], and the [Course Outlines Manual].

Curriculum Mapping Solutions:
  • Simple Solution (Google Sheet): A straightforward Google Sheet allows instructors to quickly enter course data. Download the curriculum assessment map (.xlsx).
  • Sophisticated Apps (Demo): More advanced applications manage comprehensive data collection, generate an Alignment Matrix (mapping Unit LOs vs. Program LOs/GSAs), and create a Coursework Timeline.

4. Curriculum Audit Applications (Demos)

Explore demos of cutting-edge AI tools designed to audit and update your curriculum efficiently. Check these pages​and the samples below.
Curriculum Alignment Tool

Curriculum Alignment Tool

Align your curriculum with market demands using AI-powered analysis

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Program Audit

Analyze your current program alignment with AI-era competencies

Market Scan

Identify high-demand AI competencies in your field

Integration

Develop learning outcomes and assessment strategies

Step 1: Program Audit

Analyze your current program's alignment with AI-era competencies. Provide your mission statement and course learning outcomes.

Step 2: Market Scan

Identify the high-demand AI competencies in your field. Select your academic discipline to generate a labor market analysis.

Step 3: Curriculum Integration

Develop new learning outcomes and assessment strategies based on the identified high-priority competencies.

Curriculum Audit Apps (Demo): 
​Step 1: Collect and enter the data​
​Step 2. Alignment Matrix
​Step 3. Coursework Timeline

5. Related Services and Audit Technology

Summary of Benefits and Project Details
Aligning your curriculum ensures graduates acquire the necessary KSAs and provides robust quality assurance for your programs.
  • Location: Onsite or online.
  • Estimated Duration: 3–5 days.
  • Cost: Variable. View my fee schedule.

​Consulting Services and Products
We offer a range of related services, including staff training, development of online courses for program review and update, and the creation of customized guidelines, manuals, and handbooks to support your institution.