Your Learning Objectives Are Doing Nothing

Professional Development

Open any college syllabus at random and you will find them. A list, usually three to six items long, beginning with the phrase "by the end of this course, students will." What follows is almost always some version of the same thing: students will understand the major themes of X, students will be familiar with the key debates in Y, students will appreciate the significance of Z. The list is there because the syllabus template requires it. It was probably written in twenty minutes the night before the syllabus was due. It has almost no relationship to how the course was actually designed, and it will not be referenced again until the next time the syllabus needs to be updated.

This is not a minor administrative failure. Learning objectives, when written well and used seriously, are one of the most powerful tools available for course design and student communication. When written the way most of them are written, they are a bureaucratic fiction that satisfies an accreditation requirement and misleads students about what the course actually asks of them.

The problem is not the concept. The problem is the execution, and fixing it requires understanding both why most learning objectives fail and what a functional one actually does.

Why Most Learning Objectives Fail

The most common failure mode in learning objective writing is the vague verb. "Understand," "appreciate," "be familiar with," "recognize," and "be aware of" appear on thousands of syllabi and share a common defect: none of them describe anything observable. A student who understands the major themes of the French Revolution and a student who does not look identical from the outside until you ask them to do something with that understanding. The verb "understand" describes an internal state, not a behavior, and internal states cannot be assessed, measured, or taught toward in any systematic way.

This matters because the learning objective is not, or should not be, a statement of the instructor's aspirations. It is a specification of what the course will actually develop in students, which means it needs to be specific enough to generate an assessment question directly from it. If you cannot write an assignment or an examination question that would reveal whether a student has achieved the objective, the objective is not functional.

The second failure mode is disconnection. In most syllabi, learning objectives appear on the first page and are never mentioned again. They bear no visible relationship to the assignments, the assessments, or the day-to-day structure of the course. Students learn quickly that the objectives are decorative, and they treat them accordingly. Faculty who write objectives and then design the course independently of them are not using objectives. They are performing the use of objectives.

The third failure mode is miscalibration. Most learning objectives are written at a level of abstraction that obscures the actual cognitive demands of the course. "Students will understand the causes of World War I" does not tell a student whether the course expects them to recall a list of causes, explain the relationship between them, evaluate competing historical interpretations, or construct an original argument from primary sources. These are fundamentally different intellectual tasks, and a learning objective that does not distinguish between them does not help students understand what they are actually being asked to do.

What a Functional Learning Objective Does

A functional learning objective does three things. It describes observable student behavior. It specifies the level of thinking required. And it is precise enough to generate an assessment.

The most widely used framework for calibrating the cognitive level of learning objectives is Bloom's Taxonomy, revised by Anderson and Krathwohl in 2001 to reflect a more contemporary understanding of how learning works.¹ The revised taxonomy describes six levels of cognitive engagement, in ascending order of complexity: remember, understand, apply, analyze, evaluate, and create. Each level corresponds to a set of verbs that describe what students at that level can do: recall and list at the remember level; explain and summarize at the understand level; use and implement at the apply level; differentiate and organize at the analyze level; judge and critique at the evaluate level; design and produce at the create level.

The verb choice is not cosmetic. An objective that asks students to "list the major causes of World War I" and an objective that asks students to "evaluate competing historical explanations for the outbreak of World War I" describe different courses. The first course asks students to remember. The second asks them to evaluate. The assessment, the readings, the class activities, and the feedback students receive should all be shaped by which of those objectives the course is actually pursuing.

L. Dee Fink's taxonomy of significant learning offers a complementary frame.² Where Bloom's taxonomy is primarily cognitive, Fink's model includes foundational knowledge, application, integration, human dimension, caring, and learning how to learn as distinct domains of significant learning. A course that lists only cognitive objectives may be missing what it is actually trying to accomplish: developing students who not only know something but care about it, can connect it to other things they know, and have developed habits of inquiry that will persist beyond the final examination.

A functional learning objective, drawing on either framework, looks something like this: "Students will be able to analyze a piece of primary historical evidence, identify the assumptions embedded in it, and situate it within at least two competing interpretive frameworks." This objective is observable, it specifies a cognitive level (analyze), and it generates an assessment almost automatically. An assignment that asks students to do exactly that with a document they have not seen before would directly measure whether the objective has been achieved.

The Alignment Problem

Writing better objectives is necessary but not sufficient. The deeper problem is alignment, and it is a design problem rather than a writing problem.

John Biggs, whose concept of constructive alignment has been influential in higher education curriculum design, argues that meaningful learning requires coherence between what the course says it is trying to achieve, what the assessments actually measure, and what the teaching activities ask students to do.³ When these three elements are designed independently of each other, the course is misaligned, and misalignment consistently produces student confusion about what is being asked of them and why.

Misalignment is extremely common across disciplines. In a chemistry course, a syllabus might list "apply equilibrium principles" as a learning objective, assign problem sets involving standard textbook scenarios, and then assess students primarily through recall questions on a multiple-choice exam. Students who memorize the five standard equilibrium setups from lecture receive high marks. Students who can reason through a novel system they have not seen before may not. The signal the assessment sends contradicts what the objective promised.

The pattern appears in humanities courses as well. A writing-intensive seminar might list "develop and support an original argument" as an objective, run class sessions as lecture-style discussions of secondary literature, and assess students through a research paper with a rubric weighted heavily toward citation accuracy and length. The argument-development objective has no corresponding teaching activity and no corresponding assessment criterion. It is aspirational text on a functional document that ignores it.

The diagnostic question for alignment is simple: if a student studied exclusively for the assessments in this course, would they achieve the learning objectives? If the answer is no, the course is misaligned, and the objectives are aspirational rather than functional. They describe what the instructor hopes students will get from the course rather than what the course is actually designed to produce.

Ambrose and colleagues, synthesizing decades of research on how learning works, find that students organize knowledge differently depending on the context in which it is presented and practiced.⁴ A course that names analysis as its goal but practices only recall trains students to recall. The cognitive behavior that is exercised is the one that develops. Alignment is not a bureaucratic nicety. It is the mechanism by which the objectives become real.

How to Actually Rewrite Them

Rewriting learning objectives is most effectively done by working backward from the end of the course rather than forward from the topics. The question to start with is not "what does this course cover?" but "what should a student who has successfully completed this course be able to do that they could not do before?"

The answer to that question should be specific enough to describe a real performance. Not "understand postcolonial theory" but "apply a postcolonial theoretical framework to analyze a contemporary political situation and identify what the framework reveals and what it obscures." Not "be familiar with statistical methods" but "select an appropriate statistical test for a given research question, execute it correctly, and interpret the results accurately for a non-specialist audience."

Discipline-Specific Examples: STEM

In a general chemistry course, the vague version reads: "Students will understand chemical equilibrium." It satisfies the syllabus template and tells a student nothing about what they are actually expected to do. A functional rewrite reads: "Given a novel reaction system not covered in lecture, students will determine whether the system is at equilibrium, identify the direction of spontaneous reaction, and calculate the equilibrium constant." This objective is observable, it specifies a cognitive level (apply and analyze), and it immediately suggests an exam question: give students a reaction they have not seen and ask them to work through those three steps. The content of the course, and the practice problems assigned during it, can be selected and sequenced to build toward that specific performance.

The difference matters enormously at the course design stage. If the terminal objective is recall of standard textbook equilibria, lecture-plus-drill is a defensible instructional model. If the terminal objective is transfer to novel systems, students need repeated practice with unfamiliar setups and explicit instruction in how to approach a problem they do not immediately recognize. These are different courses requiring different design decisions, and the objective is the document that makes the design choice visible.

Discipline-Specific Examples: Humanities

In a literary studies course, the vague version reads: "Students will appreciate the significance of Victorian fiction." A functional rewrite reads: "Students will construct a close reading of an unseen Victorian text that supports an original interpretive claim, identifies the textual evidence on which the claim rests, and situates the claim in relation to at least one competing interpretation from the secondary literature." The shift from "appreciate" to "construct a close reading that supports an original interpretive claim" is not merely stylistic. It specifies a cognitive level (create, in Bloom's terms), a context (unseen text, not a text discussed in class), and a set of conditions (evidence, competing interpretation) that define what a successful performance looks like. A student reading that objective on the first day of class knows what the course is preparing them to do. A faculty member reading it knows what the final paper needs to assess.

Once the terminal performance is described, the intermediate objectives can be built backward from it. What would a student need to know and be able to do at the midpoint of the course to be on track for the terminal performance? What would they need to be able to do at the end of week four? These intermediate checkpoints structure the course as a progression rather than a sequence of topics, and they give both the instructor and the students a way to assess where they are relative to where they are going.

Linda Nilson recommends a further practical test when drafting each objective: check that it contains an observable verb and a context that specifies the conditions under which the behavior should occur. Her framework distinguishes between terminal objectives, which describe what students can do at the end of the course, and enabling objectives, which describe the prerequisite skills and knowledge students must acquire on the way.⁶ An objective like "apply a postcolonial framework to analyze a contemporary political situation" is a terminal objective. The enabling objectives beneath it include: identify the core claims of at least three postcolonial theorists; explain how each framework frames questions of power and representation; and select an appropriate framework for a given analytical problem. Mapping both terminal and enabling objectives makes the architecture of the course explicit and reveals gaps in the instructional sequence before the semester begins.

The process is more time-consuming than writing six vague objectives in twenty minutes. It also produces a course that behaves differently. When the terminal performance is clear, content selection becomes a design decision rather than a disciplinary habit. Topics that contribute to the terminal performance belong in the course. Topics that do not, however interesting, may not.

Making Objectives Visible and Useful to Students

A learning objective that lives only on the first page of the syllabus is not being used. The goal is to make objectives a living part of the course that students can navigate by and instructors can return to as a calibration device throughout the semester.

Returning to objectives at the start of each unit, and explaining explicitly how the unit's work connects to the course's larger goals, changes the cognitive context in which students engage with material. Research on learning motivation consistently finds that students exert more effort and achieve more deeply when they understand the purpose of what they are doing.⁴ An objective stated on the syllabus but never mentioned again does not serve this function. An objective referenced at the start of each week and revisited at the end does.

Several classroom moves make this concrete. At the start of a unit, display the relevant objective on a slide and ask students to restate it in their own words. At the end of a class session, post a one-sentence exit prompt: "What can you now do that connects to the objective for this unit?" Before returning a major assignment, ask students to reread the objective and mark where in their submitted work they believe they achieved it. Each of these moves costs less than five minutes and positions the objective as a navigational tool rather than a legal disclaimer.

Using objectives as student self-assessment tools is a related practice with strong empirical support. Asking students, at the midpoint of the course, to assess their own progress toward each stated objective, and to identify where they feel confident and where they feel uncertain, produces metacognitive engagement with learning that passive completion of assignments does not.⁵ It also gives the instructor information about where the course is working and where it is not in time to do something about it.

A simple mid-semester self-assessment grid, listing each learning objective across one axis and a confidence scale (not yet, developing, confident) across the other, takes students ten minutes to complete and gives the instructor a legible snapshot of where the class believes it stands. Aggregated across a class of thirty students, patterns emerge quickly: an objective where twenty-two students mark "not yet" at week eight is a signal worth responding to before the final examination.

Peer review exercises calibrated to the objectives serve a similar function. If an objective asks students to evaluate competing interpretations, a structured peer review in which students assess each other's papers against that specific criterion practices the skill the objective names while also making the objective's demands visible in a concrete, low-stakes context. Students who see what a strong performance toward the objective looks like in a peer's work calibrate their own understanding of what is being asked.

The Honest Test

There is a simple diagnostic for whether a learning objective is doing any work. Put the course title and discipline aside and read the objectives in isolation. Could they appear on any syllabus in your department and still be technically accurate? Could they appear on a syllabus in a different department? If the answer is yes, they are not specific enough to be functional. A learning objective that could describe any course describes no course in particular.

The objectives on your syllabus should describe, with enough specificity that a student can use them to navigate the course and a colleague can use them to understand what the course is actually doing, what this course in particular is designed to develop. If they do not do that, they are not learning objectives in any meaningful sense. They are placeholders waiting to be replaced by something that actually works.

FPxP is a peer-to-peer marketplace where faculty share the course materials they have already built, including assignments calibrated to specific learning objectives and syllabi that show how objectives map to assessments. The work of alignment does not have to start from scratch.