The EdTechReflector 2.0

A tool of this type provides clear instructions and task structures and relies on repetition and standardised feedback. It is particularly suitable when learning objectives are precisely defined and routines need to be practised. Teachers can use it as a reliable component for practice, diagnostic activities and solidifying knowledge.

Features according to the EdTechReflector:

• Tasks focus on reproduction and application within clearly defined frameworks.
• The learning process is organised in a linear way – the system determines the pathway.
• Feedback is usually standardised, for example through correct/incorrect messages, scores or rankings.
• Learning progress is visualised in dashboards or rankings.

Pedagogical implications:

These tools are particularly suitable for practice, repetition and diagnostic phases. They provide external structure and encourage regular engagement through extrinsic motivators. At the same time, however, they risk reducing learning processes to the reproduction of knowledge and discrete facts, and undermining important metacognitive learning strategies, intrinsic motivation and self-discipline. Teachers should therefore consider how these tools can be embedded in open and reflective teaching – for example, through follow-up discussions or by applying the content to students’ own contexts.

Reflection prompts:

• How can feedback mechanisms such as scores and rankings be framed pedagogically?
• To what extent is your teaching pre-structured by the tool?
• Where can you create space for students to go beyond the tasks?
• Does the tool actually support understanding – or mainly repetition?

An adaptive-supportive tool offers learners flexible pathways, adapts to their individual learning levels and provides explanatory feedback. It promotes self-directed learning and helps teachers provide more differentiated support. The pedagogical challenge lies in critically reflecting on the algorithm and interpreting the learning processes behind the data.

Features according to the EdTechReflector:

• Tasks provide application- or analysis-based formats and occasionally also require transfer.
• The learning process is modular or partly open: students can choose different pathways through the tasks.
• Feedback provides explanations relating to the content and is sometimes diagnostic.
• Learning progress is evaluated in a differentiated way, for example by topic or task.

Pedagogical implications:

Adaptive edtech tools support individualised learning, but they also model highly specific learning logics, which are often algorithmically governed. Teachers should understand how the tool makes decisions and critically reflect on the conception of learning embedded within it. The pedagogical added value lies less in the way the learning process is guided than in the interpretation and contextualisation of the results.

Reflection prompts:

• Which complementary methods can help you reflect more deeply on learners rather than merely responding to their learning outcomes?
• How does the tool “decide” which tasks or support learners receive?
• Does the system actually support individual learning processes or only predefined pathways?
• How can feedback information be interpreted and used from a pedagogical perspective?

A reflective-creative tool opens up space for creative, collaborative or project-based forms of learning. Learners can create, contribute ideas and help shape their own learning processes. Teachers become co-learners and co-designers – the tool is not only a medium but also an object of learning. It encourages openness, reflection and a new role in the classroom.

Features according to the EdTechReflector:

• Tasks are transfer-oriented, creative and hands-on.
• The learning process is organised in an open or participatory way.
• Feedback is dialogic, reflective or peer-based.
• Teachers can adapt evaluations and task structures themselves.

Pedagogical implications:

Such tools offer a high degree of pedagogical freedom, but they also require didactic clarity and self-regulation skills on the part of learners. They are particularly suitable for project-based learning, cross-curricular topics and reflective phases. One challenge may be to structure this openness productively and make learning processes visible.

Reflection prompts:

• Which forms of documentation or exchange could enhance learning outcomes?
• What opportunities for independent decision-making does the tool provide, and how can you make purposeful use of them?
• How can reflection and creative production be embedded in teaching?
• To what extent does the tool challenge or promote critical thinking about learning processes themselves?