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Disclaimer: This article provides general information and is not legal or technical advice. For official guidelines on the safe and responsible use of AI, please refer to the Australian Government’s Guidance for AI Adoption →

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How technology has changed education (2026)

A practical Australian look at how technology reshaped learning, teaching and assessment—covering access, personalisation, collaboration, risks, and next steps.

Diverse team collaborating in a tech startup, showcasing retro 90s film aesthetic in an innovative education setting.

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  • Australia's AI Ethics Principles

    Eight voluntary principles designed to ensure AI is safe, secure and reliable.

  • Policy for the Responsible Use of AI in Government

    Framework for accelerated and sustainable AI adoption by government agencies.

  • National AI Centre (CSIRO)

    Coordinating Australia’s AI expertise and capabilities to build a responsible AI ecosystem.

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  1. /Articles
  2. /How technology affects education negatively

How technology affects education negatively

Key facts: How technology affects education negatively

Brief, factual overview referencing current Australian context.

  • What are the main negative effects of classroom technology?

    Distraction, shallow learning from multitasking, equity gaps, privacy/security risks, and extra teacher workload.

  • Does screen time harm learning outcomes?

    Excessive or unfocused use links to lower recall and sleep issues; structured, time‑bound tasks mitigate risk.

  • How can schools reduce tech distractions?

    Set device norms, disable notifications, use timed single‑task blocks, and measure impact against non‑tech lessons.

Students using laptops in an Australian classroom

How technology affects education negatively — This isn’t an anti-tech view; it’s a practical look at the downsides that show up in real classrooms. Used without clear purpose or guardrails, devices and apps can erode attention, add workload, and widen equity gaps. This guide summarises the key risks and shares simple ways Australian schools can reduce harm.

Students using laptops in an Australian classroom
Devices can help or hinder. Purpose and classroom norms matter most.

Who is this guide for?

Teachers & school leaders

Practical checks to reduce distraction, risk, and workload.

Parents & carers

What to ask schools and how to support healthy screen habits.

IT & EdTech teams

Privacy, security, and platform choices that minimise friction.

What the evidence actually says (Australia)

Australian sources such as AITSL highlight a consistent theme: technology can support learning when it is tightly aligned to a clear objective and well-implemented, but the evidence for broad, unbounded use is mixed. The opportunity cost is real — time spent on tech activities that don’t improve learning displaces proven practices like retrieval and feedback.

Key insight
Start with the learning outcome, not the tool. If a device or app doesn’t clearly improve practice or evidence collection, don’t use it.

Distraction and attention costs

People engaged in a 90s tech startup, surrounded by retro gadgets, illustrating distraction and attention costs.

Multitasking (e.g., tab switching, chat) reduces recall and slows progress. Notifications, infinite-scroll feeds, and frictionless switching make sustained attention harder. These effects are strongest during note-taking and conceptual learning, where deep processing is required.

Classroom norms that help

Use explicit cues (screens-down/screens-up), single-task windows, and app/site blocking where appropriate. Run short, time-boxed digital tasks with visible timers and defined outputs; then close laptops to debrief.

Quick win
Make \"purpose + product\" explicit before devices open: what students will make and how you will check it.

Screen time, sleep, and wellbeing

People in a stylish 90s tech setting, balancing screen time and wellbeing, surrounded by devices and creativity.

Excess, late-night, or unfocused screen use is associated with sleep disruption and mood issues. During school hours, aim for purposeful, time-limited tasks with regular movement and off-screen breaks. Coordinate classroom expectations with home guidance so students get consistent messages.

Equity and access: the digital divide

BYOD and app-heavy programs can entrench inequality when families lack reliable devices, repairs, or broadband. Regional and remote contexts face extra hurdles (coverage, bandwidth costs, device servicing). Hidden costs — chargers, logins, consumables, time — can undermine inclusion.

Reduce inequity in daily practice

Provide loan pools, use offline-first resources, and standardise a small toolset across subjects. Prefer low-bandwidth options and printable alternatives where appropriate.

Privacy, security, and AI-specific risks

Student data can be sensitive. Schools should review data flows, storage locations, and vendor retention policies, and align practice with the Australian Privacy Principles. Generative AI adds new risks: exposure of personal information, opaque model behaviour, biased outputs, and academic integrity concerns.

Minimum checks before adopting a tool

Require SSO, role-based permissions, a Data Processing Agreement, and a clear retention policy. Avoid tools that require student personal accounts when institution logins are available. Set clear classroom AI rules (what’s allowed, what must be student-original).

Teacher workload and platform sprawl

Fragmented platforms multiply logins, notifications, and admin tasks. Without tidy processes, tech increases workload rather than reducing it. Standardise the minimum set of tools, provide short PD focused on classroom routines, and remove rarely-used apps.

Shallow learning and over-reliance on automation

Automation (including AI) can short-circuit productive struggle. If tasks are easily completed by a chatbot, students may skip retrieval and reasoning. Favour prompts and products that require explanation, critique, or synthesis — and collect process evidence (drafts, oral checks, reflections).

Mitigate the risks in your context

  • 1Define a learning goal and success measure for any tech use
  • 2Set device norms: notifications off, single-task, timed blocks
  • 3Standardise a small toolset; remove low-value apps
  • 4Run a short pilot; compare outcomes to a non-tech baseline
  • 5Check privacy: DPA, data location/retention, SSO, least privilege
  • 6Teach AI literacy and integrity; collect process evidence

Resources

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Pro tip
If you can’t describe how the tool improves learning — and how you’ll know — it probably shouldn’t be in the lesson.
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Bottom line

Technology should earn its place. Use it when it clearly helps students learn, when it protects their data, and when it doesn’t add unnecessary workload. Start small, measure, and keep what works.

Sources & further reading

  • [1]Evaluating the evidence for educational technology — Part 2: Enabling learning

    AITSL • Australian evidence and guidance on when and how EdTech supports learning.

    Analysis
  • [2]Screen time — advice for parents and carers

    eSafety Commissioner • Practical guidance on balancing screen use and wellbeing in Australia.

    Government
  • [3]Australian Privacy Principles — quick reference

    OAIC • Core privacy obligations relevant to handling student data in Australia.

    Government
Show all 4 references (1 more)Show less
  • [4]Technology in education: A tool on whose terms? (2023 GEM Report)

    UNESCO • Global synthesis on the promises and pitfalls of technology in education.

    Analysis

Disclaimer: This article provides general information and is not legal or technical advice. For official guidelines on the safe and responsible use of AI, please refer to the Australian Government’s Guidance for AI Adoption →

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About the Author

Dr Sam Donegan

Dr Sam Donegan

Medical Doctor, AI Startup Founder & Lead Editor

Sam leads the MLAI editorial team, combining deep research in machine learning with practical guidance for Australian teams adopting AI responsibly.

AI-assisted drafting, human-edited and reviewed.

Frequently Asked Questions

Does technology reduce students' attention in class?

It can. Multitasking (switching between tabs/apps) is linked to lower recall and slower task completion. Setting device norms (e.g., notifications off, single-task windows) reduces this risk.

How much screen time is too much for learning?

There's no one-size number. Focus on quality and purpose: time-bound, curriculum-aligned tasks with breaks. For younger students, prioritise off-screen activities and sleep hygiene.

What practical steps cut distraction during laptop use?

Use clear cues (\"screens down\" / \"screens up\"), disable notifications, prefer full-screen apps, seat students so screens are visible, and run short digital blocks with explicit outcomes.

Does BYOD widen the digital divide?

It can if not managed. Provide loan devices, offline-first resources, low-bandwidth options, and consistent platforms. Budget for repairs, chargers, and connectivity in regional contexts.

Are AI tools a cheating risk?

Yes if tasks are easily auto-completed. Use process-focused assessment (drafts, orals, reflections), set AI-use policies, and teach AI literacy and integrity.

What privacy checks should schools do before adopting an app?

Confirm data location and retention, review the privacy policy, seek a Data Processing Agreement, enable SSO, restrict permissions by role, and follow Privacy Act (Cth) obligations.

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