Foundations of Course Design:
Developing Course Learning Outcomes
What are Course Learning Outcomes?
Course Learning Outcomes (or CLOs) are measurable statements that define what your students will learn and be able to do by the end of the term if they are successful in the course (Otter 1992). CLOs differ from course goals, as outcomes are specific statements that are focused on what students will achieve throughout the semester. Conversely, course goals are broad statements that provide a big picture of what students will take away from the course. Importantly, CLOs set key targets and learning parameters for both you and your students. In other words, CLOs help students understand what they can expect to learn throughout the semester, and give you a foundation to design the rest of your course. Faculty will often begin their course design with CLOs to ensure that all of the course content helps students meet the stated goals.
Sample CLOs include:
-
- Evaluate energy balances for reaching systems such as combustion.
- Use microeconomic models to predict (graphically and/or mathematically) the behavior of economic agents, the outcomes of markets, and the impacts of government policy in a variety of market environments.
- Outline the genetic steps a healthy cell must undergo to become a cancerous growth or to become infected by a virus.
- Characterize the difference between devices of the same “family” (BJTs vs. MOSFETS, lasers vs. LEDs vs. photovoltaics).
Why Are CLOs Important?
Studies show that clear, observable, and measurable learning outcomes are necessary to design rich courses for effective learning (Casey et al. 1997, Davis 1993, Lowman 1984, DeLong et al. 2005, Biggs & Tang 2011, Fink 2013, Wiggins et al. 2005). Having clear and concise learning outcomes helps students understand and articulate what they’ll learn in your course, track their progress throughout the semester, and know what they will be assessed on in advance. These benefits allow students to take ownership of and self-regulate their learning. CLOs help faculty clarify expectations of their students and develop appropriate course content. On a broader scale, CLOs serve as a preview that help students understand skills they will need to develop to succeed in their respective programs and disciplines.
How do I use CLOs?
Through our Engineering Learning framework, you will engage in a process of backward design. Your CLOs set the stage for the rest of your course scaffolding. Once you have identified 6-8 CLOs, you will then create summative assessments that measure each learning outcome (note: some assessments might have multiple CLOs—that is completely normal and expected!). It is imperative that your assessments cognitively align with your CLOs. In other words, if you expect students to be able to create a model, chances are an exam is not the best way to assess that learning outcome. From there, you will design learning pathways through lesson plans and formative assessments that check student progress on each CLO and prepare them for success on the upcoming summative assessment.
To help students familiarize themselves with your course, your CLOs should be in the university catalog course description, and stated clearly at the beginning of your syllabus. CLOs are often paired with course descriptions on syllabi. It is important to return to your CLOs throughout the semester through regular progress check-ins. You might also consider making learning outcomes at the lesson and module level that align with your broader CLOs. Your formative and summative assessments should also explicitly state which CLOs are being assessed—make sure your assessments align with these stated outcomes!
CLOs establish clear and measurable learning targets for all students in the course. Working backward from your CLOs helps you to ensure that every activity, assignment, and assessment is intentionally and explicitly tied to at least one of your outcomes. This consistency will help guide students along a learning pathway toward successfully acquiring new skills and knowledge.
What Should CLOs Look Like?
CLOs should be specific, measurable, achievable, relevant, and time-bound statements that center student learning. For a 3-credit course, aim for 6-8 CLOs. Each CLO should contain 3 elements:
ACTION VERB
A verb that describes the cognitive-process level and what students will do when interacting with the essential knowledge. E.g., Students will draw an isocline curve.
ESSENTIAL KNOWLEDGE
The knowledge and skills students are expected to acquire or construct by the end of the course. E.g., Students will draw an isocline curve.
Specific Details
Details that make course learning expectations clear and set parameters around the CLO. E.g., Students will draw an isocline curve using manual graphic techniques when given a specific differential equation.
We recommend that the action verb aligns with the cognitive process level of “Apply” or above in Bloom’s taxonomy of learning (see sample verbs below). However, the “remember” and “understand” categories are important stepping stones to help students achieve these outcomes!
lower order thinking skills
higher order thinking skills
Remember
Recognize
Identify
Label
Recall
Retrieve
Locate
List
Name
State
Define
Describe
Understand
Interpret
Clarify
Paraphrase
Represent
Translate
Illustrate
Sketch
Categorize
Summarize
Generalize
Infer
Conclude
Interpolate
Compare
Map
Match
Explain
Apply
Execute
Carry out
Run
Implement
Use
Calculate
Solve
Estimate
Graph
Determine (e.g., determine relationships)
Analyze
Differentiate
Discriminate
Distinguish
Focus
Organize
Integrate
Outline
Parse
Structure
Attribute
Deconstruct
Predict
Compare and contrast
Evaluate
Validate
Detect
Monitor
Test
Experiment
Cite Evidence
Critique
Argue
Judge
Justify
Defend
Persuade
Score
Recommend
Create
Generate
Hypothesize
Propose
Plan
Design
Develop
Manage
Produce
Construct
Assemble
Build
Create
CLOs: A Step-By-Step Guide
Step 1: Identify Essential Knowledge and Skills
As a first step, ask yourself: what knowledge or skills are essential for your students to develop by the end of the course? Consider the kind of knowledge that you are asking your students to demonstrate in your course. As stated by Anderson & Krathwohl (2001), there are four types of knowledge across CLOs. All four types of knowledge are important; however, instructors should design their courses to emphasize conceptual or procedural knowledge, while also giving students practice with metacognition.
Factual knowledge
Knowledge of terminology.
Procedural knowledge
Knowledge of methods and techniques.
Conceptual knowledge
Knowledge of theory and principles.
Metacognitive knowledge
Self and strategic knowledge.
Step 2: Determine Your Cognitive-Process Level and Action Verb
Next, identify the cognitive level on which you’ll be assessing students, using Bloom’s Taxonomy and the chart above as a guide. Ask yourself: how will your students interact with the knowledge they’re demonstrating? To illustrate, here’s an example of how you might ask students to interact with the same knowledge at different cognitive levels.
Students will be able to remember Maxwell’s equations.
Students will be about to describe Maxwell’s equations in their own terms.
Students will be able to apply Maxwell’s equations to simplified systems.
Students will be able to analyze a system using Maxwell’s equations.
All of these CLOs deal with Maxwell’s equation, but the way that students interact with that knowledge (the cognitive-process level) is very different, which will directly impact the types of learning experiences, practice opportunities, and assessments you develop for your course.
Example. Communicate scientific ideas to diverse audiences
In a course, you might want students to communicate the technical concepts they are learning about to diverse audiences (audiences with the same technical backgrounds, the general public, a manager with some technical background, etc.). When students are working to communicate these ideas to different audiences, they might…
- Analyze pieces of communication: Students look at different pieces of communication and identify the different rhetorical strategies used to create an argument.
- Evaluate the effectiveness of different pieces of communication: Students look at different pieces of communication (reports, presentations, summaries, etc.) and evaluate how effective they are based on certain criteria.
- Create reports and presentations for a variety of audiences: Students create multiple reports or presentations to persuade different audiences.
Step 3: Add Specific Details
Once you’ve identified the essential knowledge and cognitive level, it’s time to add specific details to further clarify expectations for your students. These specific details often include boundaries (areas of the content in which you expect students to focus) and conditions (circumstances in which students will be expected to perform). The key is to provide enough detail that students know what is expected of them without overwhelming them with too much information. Look at the example CLOs below, color coded and formatted to identify appropriate cognitive process level action verb, essential knowledge, and specific details to further clarify expectations:
- By the end of the course, students will be able to analyze markets for goods, services, and resources using the supply and demand model.
- By the end of the course, students will be able to design the layout of a workspace to maximize efficiency using computer-assisted design and drawing tools.
- By the end of the course, students will be able to describe the properties and processes common to all cells, including exchange with theexternal environment, transport across selectivity permeable membranes, homeostasis, and the enzymatic promotion of chemical reactions.
- By the end of the course, students will be able to design solutions to mitigate geological risks associated with natural and man-made slopes and underground excavations in rock.
- By the end of the course, students will be able to apply the apparatus of linearization, nullclines, conservation and dissipation to analyze linear and nonlinear differential equations.
- By the end of the course, students will be able to calculate the velocities and accelerations of rigid bodies in general plane motion.
- By the end of the course, students will be able to compare and contrast the social impacts and ethical issues arising from data collection and statistical and machine learning.
- By the end of the course, students will be able to model single-input single-output (SISO) systems using both transfer function and state space realizations in continuous-and discrete-time.
Use Generative AI to Develop Course Learning Outcomes
Generative AI (genAI) tools such as Microsoft Co-Pilot, Google Gemini, and ChatGPT can prove useful when brainstorming new course learning outcomes. To get started, copy and paste the following prompt into one of the tools above:
“I’m designing a course on the topic of [x] for [# students] and want to make sure that students learn [y]. Students should have opportunities to be creative and demonstrate their knowledge in multiple ways throughout the term. Please write 6-8 learning outcomes that are specific, measurable, and at the cognitive-process level verb of “apply” or higher (according to Bloom’s taxonomy). These should be relevant to students’ lives outside of the classroom and set them up for success for a future career in their industry (and more broadly in life). They should include a mixture of conceptual knowledge, procedural knowledge, and metacognitive knowledge.”
Don’t stop there—refine your initial outputs by providing additional contextual information about your course (a course description, for instance), and tailor your CLO development toward your specific teaching and learning needs.
You might also explore this CLO Generator (Arizona State University). Please consider the social, environmental, and legal impacts of using generative AI. We recommend consulting our “Effective Teaching and Generative AI” resource for more information.
DIG DEEPER: Additional Resources for Mines Faculty
- How to Write Well-Defined Learning Objectives: This resource from the National Library of Medicine walks you through writing SMART learning objectives and offers generative ideas for adding specificity to your CLOs.
- Mines Programs and Departments: This resource shares program educational objectives and student learning outcomes. When building out your course, we recommend ensuring that your CLOs align with your department’s program learning objectives.