Transforming digital education: beyond screen time
21 May, 2025
Establishing a primary filter for educational technology
The educational technology space is experiencing significant growth, yet oftentimes growth does not necessarily mean quality. We are seeing a rise of tools that simply focus on vanity metrics like screen time and effectively forget what truly matters for educators: to enhance the learning experience of their students.
It seems that we lack some sort of "primary filter" to screen digital learning programs before evaluation. And without this filter, many tools that merely focus on screen time without prioritizing learning are mistakenly deemed "effective."
After 18 years of research with technical universities across Switzerland, Germany, and beyond, Constructor Tech identified three essential criteria that should serve as this filter:
Intelligent Tutoring Systems (ITS): Effective digital tools must deliver immediate, quality feedback while fostering independent learning.
Adaptability: Programs should adjust in real-time to each student's level, preventing both under-stimulation and cognitive overload.
Dashboard Quality: Teachers need comprehensive visualization tools to efficiently monitor student progress and identify intervention needs.
Applying these criteria upfront eliminates ineffective programs immediately, allowing schools to direct resources toward quality tools that genuinely enhance teaching and learning outcomes.
The best ITS: optimizing human-technology collaboration
Having the best Intelligent Tutoring Systems ITS cannot replace teachers in any case. This is why Constructor Tech partnered with the Haute École Pédagogique de Lausanne to develop a dashboard that reduces teacher workload while improving student outcomes.
Key features include:
Learning Behavior Coaching: The system analyzes student learning strategies and provides targeted recommendations when it detects issues with concentration, planning, or engagement.
Teacher-Program Integration: Teachers can quickly visualize class progress and identify students needing immediate support, enabling timely instructional adjustments.
- Comprehensive Analytics: Beyond quick overviews, the dashboard offers detailed insights into student blockers and progress, with automatic reporting features that simplify parent-teacher conferences.
This new dashboard has been available to all schools since August 2024, with additional Grafari features coming soon.
Adaptability: real-time teaching dashboard
Our collaboration with Zurich University of Teacher Education (PHZH) is exploring the next frontier: a dynamic, real-time dashboard for classroom instruction.
This research, which began in April 2025, investigates whether such technology can:
Help teachers make immediate instructional adjustments based on live classroom data
Suggest optimal student groupings to maximize collaborative learning
- Identify priority intervention points and recommend appropriate strategies
The year-long project aims to discover how live analytics can make teaching more responsive, interactive, and personalized.
The path forward: dashboard quality
Quality digital learning requires clear evaluation criteria that serve as gatekeepers, ensuring educational technology truly enriches the learning experience rather than merely increasing screen time.
Well-designed dashboards enhance the teacher-technology partnership, enabling more personalized instruction without excessive dependence on devices.
These innovations ultimately create space for more interactive, interdisciplinary teaching focused on creativity and collaboration—the skills our students need most.
Conclusion
By prioritizing educational value over mere digitization, Constructor Tech can ensure technology serves as a meaningful teaching assistant rather than a distraction.
The goal isn't more vanity metrics like screen time, but better learning outcomes through thoughtful integration of digital tools.
