To extract learning objectives, start with the places instructors state them (the syllabus, the first slide of each unit, chapter openers). If nothing is stated, infer them from what the material asks you to do: the verbs in assignments, the themes the instructor keeps returning to, the questions an exam could ask. Then rewrite each one as an observable action you can test yourself on, such as "explain," "calculate," or "compare." This guide walks through that process step by step, with examples and a way to check your results.
TL;DR
- Learning objectives say what you should be able to know or do by the end of a course, unit or lesson. Topics and activities only say what is covered or done.
- Look for explicit objectives first (syllabus, unit openers). If there are none, infer them from emphasized themes, assignment verbs and exam formats.
- Write each one as an action verb plus a noun, with a condition if needed. Replace vague verbs like "understand" with something you could demonstrate.
- Check every objective against a real assessment: a problem set, exam or presentation.
- Once you have a short list, use it to decide what to study first and to generate practice questions and flashcards.
Table of Contents
- What learning objectives are, and what they are not
- Step 1: Collect the objectives that are already stated
- Step 2: Infer the implied objectives
- Step 3: Rewrite each one as a measurable statement
- Step 4: Check that your list matches what the course expects
- Step 5: Use the objectives to focus limited study time
- Extracting objectives from different formats
- Common mistakes
- Our perspective: objectives are the missing step between material and mastery
- Turn your material into objectives, questions and cards
- FAQ
- Sources
What learning objectives are, and what they are not
Learning objectives are statements of what a student should know and/or be able to do by the end of a course, according to Brown University's course learning objectives resource. Learning outcomes are close cousins: they describe what students should demonstrate after finishing, and they are often the measurable evidence of learning, as Yale's Poorvu Center explains. In practice, many instructors use the two terms interchangeably, so if a syllabus says "outcomes," treat it as your list.
The same Yale page separates objectives from goals. Goals are broad purposes for instruction. Objectives are the concrete, actionable steps toward them.
The quickest way to tell an objective from a topic or an activity is to test the sentence:
| What you found | Type | Why |
|---|---|---|
| "Photosynthesis" | Topic | Names a subject, says nothing about what you must do with it |
| "Watch the lab video and answer the worksheet" | Activity | Describes what happens in class, not what you can do afterward |
| "Understand cellular respiration" | Weak objective | "Understand" cannot be observed |
| "Describe the relationship between carbon dioxide level and photosynthesis" | Objective | Observable verb, specific content |
The last example comes from the Brown resource above, which also lists "Apply quantitative skills such as estimation and graphing data" and "Explain the major types of molecules that make up living organisms."
There is also a useful shift in perspective. The Melbourne Centre for the Study of Higher Education suggests outcomes should move the focus from teacher intentions (what the teacher teaches) to learner achievements (what the student can demonstrate). When you extract objectives, you are doing the same thing from the student side: turning "what the instructor will cover" into "what I must be able to do."
Step 1: Collect the objectives that are already stated
Before inferring anything, check every place an objective might already live.
- The syllabus. Brown recommends including explicit learning objectives on course syllabi, so this is the first place to look. Search the PDF for "objectives," "outcomes," "students will," and "by the end of."
- The learning management system. Module overviews and unit pages often carry a short list at the top.
- Slide decks. The first or second slide of a lecture is commonly titled "Today's goals" or "Learning objectives." The last slide often repeats them as a recap.
- Textbook chapters. Many textbooks open a chapter with a bulleted list or close it with review questions. Both are objectives in disguise.
- Recorded lectures. Instructors often say them aloud in the first two minutes: "By the end of today you should be able to..."
Copy what you find into one document, grouped by unit. If a syllabus lists a handful of course-level objectives, that is normal: Brown's resource notes that a typical one-semester college course focuses on 4 to 6 core objectives. Your unit-level lists will be longer, and that is fine.
Step 2: Infer the implied objectives
Sometimes nothing is stated, or the stated objectives are so broad they are useless. In that case you read the course for clues.
A 2019 study published through ERIC found that students' perceptions of course objectives lined up more closely with what professors intended than with what the syllabus said. It also describes how students can infer implied objectives by focusing on the themes and skills professors emphasize, such as critical thinking, practical application or life skills, during lectures and active learning sessions. In other words, what the instructor spends time on is data.
Here is where to look:
- Repeated phrases. If an instructor says "this will come up again" or "you need to be able to do this," write it down.
- Assignment and exam verbs. Past quizzes, problem sets and study guides use verbs like "calculate," "critique" or "design." Those verbs are the objectives.
- Headings and bolded terms. In a textbook, bold terms usually signal vocabulary you must define. Section headings that are phrased as questions usually signal something you must explain.
- In-class activities. If you spent twenty minutes solving the same kind of problem, you will probably be asked to solve it on your own.
- Time allocation. Topics that take three lectures matter more than topics that take ten minutes.
Worked example: a lecture on supply and demand
Suppose a lecture slide only says "Market equilibrium." The instructor spent most of the hour drawing curves and shifting them after events, and the homework asks you to predict price changes. You could infer:
- Draw a supply and demand graph and identify the equilibrium price and quantity.
- Predict how a change in demand or supply shifts equilibrium.
- Explain why a price above equilibrium creates a surplus.
None of those appear on the slide, yet every one is testable. That is the point of inferring.
Step 3: Rewrite each one as a measurable statement
Once you have raw material, shape it. Caltech's teaching center gives a clear recipe: choose the skill level you want, select a specific, observable action verb, and assemble the objective as action verb plus noun, with a condition and timescale if useful. It also warns against vague terms like "understand" or "appreciate."
Here are some before-and-after rewrites:
| Vague version | Measurable version |
|---|---|
| Understand the causes of World War I | List the main causes of World War I and explain how two of them interacted |
| Know the Krebs cycle | Outline the inputs and outputs of each step of the Krebs cycle from memory |
| Learn Spanish past tenses | Choose between preterite and imperfect in 10 sentences without a reference sheet |
| Be familiar with contract law | Identify the elements of a valid contract in a short case scenario |
A second check comes from Yale's Poorvu Center: begin the sentence with "During this unit, students will..." and see whether the objective describes observable student behavior. If it describes what the teacher does, rewrite it.
Some courses also use the SMART framework (Specific, Measurable, Attainable, Relevant, Timely). Brown's resource notes it is used in many fields, including biology. You do not need to apply it rigidly to your own notes, but the "specific" and "measurable" parts are the ones that pay off for a student.
Step 4: Check that your list matches what the course expects
An extracted objective is only a hypothesis until you test it. Two quick checks:
- Link it to an assessment. Brown's guidance is to connect each objective to the problem sets, exams or presentations where students show mastery. For each of your objectives, ask: where would I be asked to do this? If you cannot find an answer, either the objective is too vague or it is not actually assessed.
- Look for objectives with no objective. Go through old exams and homework. If a question requires a skill you have not listed, add an objective for it.
UCLA's learning outcomes guidance makes the same point from the faculty side: without breaking broad course goals into specific, measurable objectives, it is impossible to assess whether students have mastered key competencies. If it is true for faculty, it is true for you. Broad goals cannot be checked, specific ones can.
When in doubt, ask. A short email, "Is it fair to say that by the midterm I should be able to X and Y?", gets you the instructor's real list and usually earns goodwill.
Step 5: Use the objectives to focus limited study time
Objectives are not paperwork. They are a study plan. A study of how undergraduate science students use learning objectives found that students generally found them useful because they helped narrow focus and organize studying. The same study notes that students may need extra help in self-directing their learning, which is why a deliberate process like the one above matters.
Research on course design backs this up. Orr and colleagues (2022) describe learning objectives as foundational to course design, shaping classroom practice and the focus of assessments, which in turn supports student performance.
Here is a practical way to put your list to work when time is short:
- Rank the objectives. Mark each one as "can do cold," "shaky," or "cannot do." Spend most of your time on the last two.
- Turn each objective into a question. "Predict how a change in demand shifts equilibrium" becomes "A new tax raises the cost of producing coffee. What happens to price and quantity? Draw it." One objective can give you several questions. For a deeper workflow, see how students turn course notes into case study practice questions.
- Test yourself without notes. Answering from memory is far more effective than rereading. Our post on retrieval practice strategies covers the research behind it.
- Make flashcards for the vocabulary objectives. Any objective that begins with "define," "label" or "identify" is a flashcard. If you want a pipeline for that, lectures to flashcards lays out one.
- Revisit the shaky ones on a schedule. Spacing your review beats cramming, and an objective checklist tells you exactly what to revisit.
For language learners
Language courses rarely list objectives, but they have them. "Order food and ask for the bill," "describe your weekend in the past tense," and "recognize 300 common words" are all objectives. Write them as "I can..." statements, then build vocabulary and grammar cards around each one. These flashcard templates for language learners and this guide to vocabulary flashcards from lectures show how.
Extracting objectives from different formats
Each format hides objectives in a different place.
Slides. Read the title slide, the agenda slide and the summary slide first. Then scan the headings of the remaining slides and rewrite each as "I can explain/apply/compare..." If an agenda slide lists topics, convert each topic into at least one verb.
Textbooks. Chapter objectives and end-of-chapter questions come first. If there are none, turn each section heading into a question and each bold term into a "define" objective.
Videos and recorded lectures. Listen for the opening goals and the closing recap. Jot down every time the speaker says "remember," "key," or "you'll need to." A transcript makes this far faster; our guides on converting lecture video into study-ready notes and lecture audio into notes show how to get there.
Articles and PDFs. The abstract and conclusion usually contain the main claims. Convert each claim into "explain why..." or "evaluate the evidence for..."
Handwritten notes. Reread them with a highlighter and mark every sentence you would need to reproduce on an exam. Those sentences are the objectives.
Common mistakes
- Listing topics and calling them objectives. "Mitosis" is not an objective. "Sequence the phases of mitosis and describe what happens in each" is.
- Writing too many. If your list for one lecture runs past eight or ten, you are probably splitting hairs. Merge related ones.
- Choosing verbs that are too easy. If the exam asks you to apply and you only prepared to list, you will be caught out. Match the verb to the assessment.
- Never revisiting the list. After a quiz or midterm, compare your objectives with what was tested and adjust.
- Ignoring the instructor's signals. The ERIC study above suggests intended objectives may be clearer in the classroom than in the syllabus, so listen as well as read.
Our perspective: objectives are the missing step between material and mastery
Most students we talk to do not struggle because they are not working hard. They struggle because the pile of material in front of them has no shape. A 90-minute lecture, a 40-page PDF and a YouTube explainer all arrive as an undifferentiated stream, and passive rereading feels productive without being so.
We built Atlisten around the idea that structure comes first. When you turn a lecture or a textbook into key concepts, definitions, practice questions and flashcards, you are in effect extracting the objectives and then testing yourself against them. That is also why we care about depth control: a night-before-the-exam pass needs a different level of detail from a first read-through in week two. And instant feedback matters because an objective you cannot check is just a hope.
Our advice is simple: write down what you should be able to do, then spend your study time actually doing it. Our piece on swapping passive study for active study is a good next step.
— William
Turn your material into objectives, questions and cards
If you would rather not do all of this by hand, Atlisten takes lectures, videos, audio recordings, PDFs, textbooks, notes, web articles and YouTube URLs and turns them into summaries, key concepts with definitions, practice questions with explanations, and flashcards built for spaced repetition. You choose how deep it goes. The Free plan costs $0 per month, Pro is $19.99 per month and Max is $39.99 per month. See the plans and try Atlisten with a single upload and compare the output against the objectives you extracted yourself.
FAQ
What are some examples of learning objectives?
Good ones start with an observable verb and name specific content. Examples from Brown's resource include describing the relationship between carbon dioxide level and photosynthesis, applying quantitative skills such as estimation and graphing data, and explaining the major types of molecules that make up living organisms. In your own subject, swap in the key skills your exams require.
How many learning objectives should I extract?
For a whole one-semester college course, expect about 4 to 6 core objectives, per Brown's guidance. For a single lecture or chapter, a handful (roughly three to eight) is usually workable. If you have more, group them or check whether some are really sub-steps of one skill.
What is the difference between learning objectives and learning outcomes?
Objectives describe what you should know or be able to do by the end of a course or unit. Outcomes describe what you can actually demonstrate afterward, and are often the measurable evidence of learning. Many instructors use the words interchangeably, so treat either label as your target list.
What if my instructor does not give any objectives?
Infer them. Look at the verbs in assignments and past exams, note the themes the instructor repeats, and turn headings and bold terms into "explain" or "define" statements. Then ask the instructor to confirm that your list is fair.
Sources
- Course Learning Objectives Resource AY 23-24, Brown University
- Writing Learning Goals, Objectives and Outcomes, Yale Poorvu Center
- Writing Learning Outcomes, Melbourne Centre for the Study of Higher Education
- Identifying the breakdowns in how students and faculty perceive course objectives, ERIC
- Writing Learning Objectives, Caltech CTLO
- Establishing Student Learning Objectives, UCLA Learning Outcomes Assessment
- How Undergraduate Science Students Use Learning Objectives to Study, PMC
- Writing and Using Learning Objectives, PMC