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    Learning Objectives

    Application & enablementLearning Outcomes, Learning Objective Description
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    Definition

    Learning objectives describe what learners should know or be able to do practically after a unit.

    Good learning objectives are observable, related to the target group and context, and linked with appropriate learning and assessment activities.

    Simply explained

    To be defined before the course which specific skill should be demonstrable at the end.

    Why it matters in practice

    Clear learning objectives connect training content with verifiable outcomes, for example in knowledge tests or enabling responsible AI use.

    Example from business

    Instead of “understand AI,” an objective could be: “Participants can identify three risks of an LLM assistant and select appropriate controls.”

    Limits and pitfalls

    • Vague verbs; describing content instead of skills; assessments not aligned with objectives.

    Origin & history

    Bloom and later revisions of his taxonomy shaped the formulation of cognitive learning objectives in educational planning.

    Use in mid-sized companies

    • Possible application in SMEs: Structure AI training by specific roles and verifiable skills.

    Frequently asked questions

    Is “know” a good measurable learning objective?

    Often too unspecific. Should objectives be assessed? Yes, if learning effectiveness is to be evaluated.

    Sources

    Anderson & Krathwohl (eds., 2001), A Taxonomy for Learning, Teaching, and Assessing, Longman Source verification: 10./12.10.2026.

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