📁 Paper 2 · 3.7 Ethical, Legal, Cultural & Environmental
3.7.2b Environmental Impacts of Computing
AQA 8525 · GCSE Computer Science · ~10 min read
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The Environmental Cost of Computing

Digital technology has significant environmental impacts, from the raw materials used to make devices, to the energy consumed running them, to the problem of disposing of them at end-of-life. While computing also offers environmental solutions, the overall footprint is substantial and growing.

50M+
Tonnes of e-waste generated globally each year
~2%
Global electricity used by data centres
3-4%
Global CO₂ emissions from ICT sector
10yr
Average lifespan of a well-maintained laptop vs 3 years in practice

E-Waste (Electronic Waste)

☠️ The e-waste problem

  • E-waste = discarded electronic devices: old phones, computers, TVs, tablets
  • Contains toxic materials including lead, mercury, cadmium, and brominated flame retardants
  • When sent to landfill, these toxins leach into soil and groundwater — poisoning ecosystems
  • Much e-waste is illegally exported to developing countries where workers strip components under dangerous conditions without protective equipment
  • Planned obsolescence: manufacturers deliberately limit device lifespans (e.g. software updates that slow old hardware, non-replaceable batteries) to drive repeat purchases
  • Short product cycles create huge volumes of waste — a new phone model every year

♻️ Reducing e-waste

  • Right to Repair movement: campaign for laws requiring manufacturers to provide spare parts and repair manuals — the UK Right to Repair regulations require it for some appliance categories
  • Certified e-waste recyclers: reputable organisations safely extract materials (gold, copper, rare earths) rather than sending to landfill
  • Buying second-hand devices and refurbished hardware
  • Designing for longevity: modular devices (like Fairphone) allow component replacement

Energy Consumption of Data Centres

Data centres house the servers that run cloud services, streaming platforms, social media, AI models, and the internet. They consume enormous amounts of energy — both to power servers and to cool them (servers generate significant heat).

Source of energy demandImpactMitigation
Server computingThousands of servers running 24/7 at high power drawEnergy-efficient processors; switching off idle servers
Cooling systemsOften equals or exceeds computing power use (PUE)Natural cooling; locating in cold climates (Iceland, Norway); liquid cooling
AI trainingTraining a large AI model can use as much energy as flying from London to New York thousands of timesMore efficient architectures; use of specialised AI chips (TPUs)
Cryptocurrency miningBitcoin network uses more electricity than many countriesProof-of-stake alternatives use far less energy than proof-of-work

Many major cloud providers (Google, Microsoft, Amazon) have pledged to achieve carbon neutrality by purchasing renewable energy certificates and investing in solar/wind power. However, the sheer growth in data centre energy demand means absolute emissions may still rise even as renewable percentages increase.

Carbon Footprint of Digital Activities

Every digital action has a small but real carbon cost — the electricity used by servers, network infrastructure, and the user's device. At scale, this adds up:

  • Streaming one hour of HD video: approximately 36g CO₂ (similar to boiling a kettle twice)
  • Sending one email with a large attachment: ~50g CO₂
  • A Google search: ~0.2g CO₂ (low individually, but billions per day adds up)
  • Training a large language AI model: estimated hundreds of tonnes of CO₂

Manufacturing Environmental Impact

⛏️ Raw material extraction

  • Rare earth minerals (lithium, cobalt, tantalum, coltan) are essential for batteries and circuit boards
  • Mining is environmentally destructive: habitat destruction, soil erosion, water pollution, and high energy use
  • Some mines operate in conflict zones with poor labour conditions (e.g. Democratic Republic of Congo cobalt mining)
  • Manufacturing a single smartphone generates approximately 70kg CO₂ — more than using it for 2 years

Positive Environmental Impacts of Technology

🌱 Technology helping the environment

  • Smart energy grids: IoT sensors optimise electricity distribution, reducing waste and integrating renewable energy sources more efficiently
  • Remote working: reduces commuting and business travel emissions
  • Precision agriculture: sensors and data analytics reduce pesticide, water, and fertiliser use; drones monitor crop health
  • Paperless systems: digital documents reduce paper, printing, and postage footprints
  • Electric vehicle development: computing is enabling EV battery management, charging infrastructure, and autonomous driving
  • Climate modelling: supercomputers model climate systems to improve predictions and inform policy

What Individuals Can Do

📱Keep devices longer — avoid upgrading every year; repair before replacing
♻️Use certified e-waste recyclers or donate working devices to charities
☁️Choose cloud providers that run on renewable energy
📴Power down devices not in use; enable energy saving modes
🛒Buy refurbished or second-hand electronics to extend device lifespans
📧Avoid sending unnecessary large emails; unsubscribe from unused mailing lists
Exam tip: Know both negative impacts (e-waste, energy consumption, carbon footprint, raw material extraction) AND positive impacts (smart grids, precision agriculture, paperless systems, remote work). AQA often asks "evaluate the environmental impact of digital technology" — you need both sides and a conclusion. Know the term "planned obsolescence" — it's a favourite.
⚠️ Common Mistakes
  • Only mentioning e-waste — energy consumption and manufacturing footprint are equally important environmental impacts.
  • Ignoring positive impacts — technology also helps tackle environmental problems. A balanced answer scores more.
  • Confusing "carbon neutral" with "zero emissions" — carbon neutral means any emissions are offset (e.g. by planting trees or buying credits), not that no emissions are produced.
Video coming soon

Key points

  • E-waste: toxic materials (lead, mercury, cadmium) contaminate when in landfill; planned obsolescence
  • Data centres: ~2% of global electricity; cooling is major energy use; AI training has huge footprint
  • Manufacturing: rare earth mining; 70kg CO₂ to make one smartphone
  • Positive impacts: smart grids, precision agriculture, paperless, remote work, climate modelling
  • Right to Repair: legislation requiring manufacturers to supply spare parts
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Worksheet — 3.7.2b Environmental Impacts

8 questions · 19 marks

Q1What is e-waste and why is it hazardous to the environment?[2]
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E-waste (electronic waste) is discarded electronic devices — old phones, computers, tablets, and TVs [1]; it is hazardous because devices contain toxic materials such as lead, mercury, and cadmium — when sent to landfill these leach into soil and groundwater, poisoning ecosystems and posing health risks to nearby communities [1].
Q2What is "planned obsolescence"? Why do manufacturers use it?[2]
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Planned obsolescence is the deliberate design of products so they become outdated or unusable after a certain period — for example, through non-replaceable batteries that degrade, software updates that slow older hardware, or stopping security patch support for older devices [1]; manufacturers use it to encourage consumers to buy new models, increasing sales and revenue — at the cost of increased e-waste and environmental impact [1].
Q3Why do data centres consume so much energy? Give two reasons.[2]
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Any two: servers run 24 hours a day, 7 days a week performing computations that require continuous electrical power [1]; cooling systems are needed to prevent servers from overheating — cooling can use as much energy as the computing itself [1]; other valid answers: storing and processing growing volumes of data; training AI models on powerful hardware; cryptocurrency mining operations.
Q4Describe one positive and one negative environmental impact of manufacturing smartphones.[2]
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Negative: manufacturing requires extracting rare earth minerals (lithium, cobalt, coltan) through mining — which destroys habitats, pollutes water sources, and produces significant CO₂ emissions; producing a single smartphone generates approximately 70kg CO₂ [1]; positive: smartphones can replace many separate devices (camera, GPS, books, music player, calculator) and support paperless systems, remote working, and efficient logistics — potentially reducing the overall environmental footprint of those separate activities [1].
Q5Explain how precision agriculture uses technology to reduce environmental impact.[3]
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Precision agriculture uses IoT sensors placed in fields to monitor soil moisture, temperature, and nutrient levels in real time [1]; data is analysed to apply water, fertiliser, and pesticides only where and when needed, rather than uniformly across an entire field [1]; this reduces the amount of chemicals used (less water pollution), reduces water consumption, and lowers energy costs for irrigation — improving both environmental outcomes and farm profitability [1].
Q6What does it mean for a data centre to be "carbon neutral"? Is this the same as producing no emissions?[2]
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Carbon neutral means that any CO₂ emissions produced are offset by an equivalent amount of CO₂ removed or prevented — for example by purchasing renewable energy certificates, funding tree planting, or investing in carbon capture [1]; this is not the same as zero emissions — carbon neutral does not mean no emissions are produced, only that they are balanced out, which critics argue may not always address the root cause [1].
Q7What is the "Right to Repair" movement? Why is it relevant to reducing e-waste?[2]
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The Right to Repair movement campaigns for legislation requiring manufacturers to provide spare parts, repair documentation, and software tools to enable products to be repaired by owners or independent repairers, rather than forcing consumers to buy new products [1]; it is relevant to e-waste because many devices become e-waste not because they are completely worn out but because a single component (battery, screen) fails and cannot be replaced — making devices repairable would extend their lifespans significantly and reduce e-waste volumes [1].
Q8Evaluate the overall environmental impact of digital technology. Consider both harmful and beneficial impacts and reach a conclusion.[4]
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Harmful: e-waste from rapidly discarded devices contains toxins that contaminate ecosystems; data centres and device manufacturing contribute ~3-4% of global CO₂ emissions; rare earth mining destroys habitats; planned obsolescence accelerates waste cycles [1]. Beneficial: technology enables smart energy grids, precision agriculture, remote working (reducing commuting), paperless systems, and climate modelling; renewable energy technology depends on computing [1]. Conclusion: the net environmental impact of digital technology depends heavily on design choices — if manufacturers design for longevity and repairability, if data centres use renewable energy, and if e-waste is properly managed, the balance shifts more positive. Currently, the sector's environmental footprint is growing and policy intervention is needed to realise the potential positive contributions [1+1 for quality of argument].
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Mini Test — 3.7.2b Environmental

Timed exam conditions.

  • 8 questions · 10 minutes
  • 5 MCQ + 3 short answer
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