Augment Education
    • Question bank
    • Quick fire
    • Worksheets
    • Flashcards
    • Notes
    • Try a quick-fire round
    • All features
    • Business
    • Digital Society
    • Economics
    • Geography
    • Global Politics
    • History
    • Philosophy
    • Psychology
    • Anthropology
    • World Religions
    • Biology
    • Chemistry
    • Physics
    • Computer Science
    • Design Technology
    • ESS
    • SEHS
    • Language and literature
    • Language acquisition
    • Maths AA
    • Maths AI
    • Dance
    • Film
    • Music
    • Theatre
    • Visual Arts
    • Grade calculator
    • Grade boundaries
    • Subject checker
    • Focus timer
    • Exam countdown
    • All free tools
    • IB guide
    • All subjects
  • Blog

Search

Search subjects, the syllabus, glossary terms, the booklets, the IB guide, help and the blog

Log inStart free
augment

Augment Education

IB Diploma revision built around the syllabus.

contact@augment-education.com

Product

  • Features
  • Question bank
  • Quick fire
  • Worksheets
  • Flashcards
  • Notes
  • Subjects
  • What's new

Learn

  • IB guide
  • Booklets, explained
  • Glossary
  • Blog
  • Free tools
  • Grade calculator
  • Subject checker

Company

  • About
  • Help
  • For parents
  • For teachers
  • Comparisons

Subjects

  • English A Lit
  • English A Lang & Lit
  • Chinese A Lit
  • Chinese A Lang & Lit
  • Spanish A Lit
  • Spanish A Lang & Lit
  • English Lit & Perf
  • Spanish Lit & Perf
  • English B
  • Mandarin B
  • Spanish B
  • English ab initio
  • Mandarin ab initio
  • Spanish ab initio
  • Business
  • Digital Society
  • Economics
  • Geography
  • Global Politics
  • History
  • Philosophy
  • Psychology
  • Anthropology
  • World Religions
  • Biology
  • Chemistry
  • Physics
  • Computer Science
  • Design Technology
  • ESS
  • SEHS
  • Maths AA
  • Maths AI
  • Dance
  • Film
  • Music
  • Theatre
  • Visual Arts

Augment Education is developed independently of the International Baccalaureate Organization and is not endorsed by it. “IB” and “International Baccalaureate” are its trademarks.

© 2026 Augment Education. All rights reserved.

  • Privacy
  • Terms
  1. Subjects
  2. Computer Science
  3. The pre-released case study

The pre-released case study

Understand how the pre-released case study works, research its challenges with a clear plan, and answer Paper 1 Section B questions, including unseen stimulus, with applied, balanced and justified answers.

  • IB Computer Science
  • Exam skills
  • SL and HL

15 min readLast reviewed 14 Oct 2026

Paper 1 Section B is the only part of the written exams that you can prepare for with the actual material in your hands. A year before the May exams, the IB publishes a case study booklet describing a scenario and a set of challenges, and the questions in Section B are about that scenario. The marks reward research done months in advance, so the way you prepare matters more than anything you do on the day.

A new booklet is expected each year, so notes and model answers from earlier years cover a different scenario. The preparation method, from mapping the booklet to research plans and timed practice, works for any scenario.

What the case study is

The case study is a booklet that sets out a scenario in computing: a fictional organisation facing a decision about current developments, emerging technologies or ethical issues. It explains the technical background, introduces the terms the scenario uses, and ends with the challenges the organisation faces.

Definition

Case study: a booklet published by the IB before the examination that describes a computing scenario and its challenges, which students research in advance and are then examined on in Paper 1 Section B.

One booklet serves both the May and the November examination sessions of a year.

The booklet appears on the IB's Programme Resource Centre 12 months before the May session, which is 18 months before the November session of the same year. Your teacher gives it to you; it is IB copyright and is not freely published. Booklets set for other years are good practice in method, but only this year's booklet is examined.

Exam tip

Check the title of your year's case study with your teacher before you start. Old booklets, and websites discussing them, are still easy to find, and preparing the wrong scenario is a serious and avoidable mistake.

The challenges

The core of the booklet is a short list of challenges: problems the organisation must solve, each pointing to an area of computer science that needs research beyond the booklet. At SL there are two challenges, and Section B's 12 marks are short-response questions about the scenario and those two challenges.

HL only

HL students research four challenges: the two SL challenges plus two more. HL Section B is worth 24 marks and contains short-response and extended-response questions, so HL students should expect at least one longer, judgement-based answer about the case study. The recommended teaching time for the case study is 30 hours at HL and 15 hours at SL, which reflects the deeper research HL expects.

What Section B tests

Section B questions can test six different things about the case study. The guide gives each one an assessment objective, which tells you how deep the answer must go. The example questions use command terms at the same AO level; real questions may mix levels within one part.

What is tested

AO

What a question might ask

How the system in the case study works

AO1

State what a component of the system does; define a term from the booklet

The computational thinking behind the system

AO1

State an abstraction the system uses; list the parts the problem is decomposed into

Course concepts applied to the case study

AO2

Describe how a network, database or ML concept from theme A applies to the scenario

How the scenario relates to other scenarios

AO2

Outline how the same technique is used in a different organisation or industry

Impacts and ethical issues

AO3

Discuss the ethical implications for a named stakeholder

Strategies, using the booklet, your research and new stimulus

AO3

Evaluate a proposal given in the paper; justify a recommendation

The last row needs particular attention. The exam paper can include new stimulus material that is not in the booklet, such as a table of figures, a short proposal, a quotation or a diagram (the guide doesn't specify the form). Questions then ask you to evaluate it using what you know. Students who memorised notes on the booklet but never practised applying them to new information find this the hardest part.

No Section B questions for the course first assessed in 2027 have been published. Some third-party sites suggest that the marks are split roughly between shorter AO1 and AO2 parts and one longer AO3 response; the guide itself confirms only short-response questions at SL and short- and extended-response questions at HL. Prepare for a mix.

A research plan

A year is a long time, and most students either start too late or spend months reading without producing anything they can revise from. A plan with four overlapping phases keeps the research focused and leaves you with usable notes.

Timeline from the booklet's release, about 12 months before the May exams, to Paper 1 Section B in four phases: read and map; research each challenge; impacts and strategies; timed practice with unseen stimulus.Timeline from the booklet's release, about 12 months before the May exams, to Paper 1 Section B in four phases: read and map; research each challenge; impacts and strategies; timed practice with unseen stimulus.
The phases overlap: the glossary keeps growing throughout, and timed practice starts well before the exam, not in the final week.

Phase 1: read and map

Read the booklet twice: once quickly for the story, then slowly with a pen. On the second reading, mark every technical term, every number and every stakeholder.

  • Build a glossary. Every technical term in the booklet goes into a glossary in your own words, with a one-line example from the scenario. Define questions in Section B use the booklet's own terms, so this glossary is the first thing to revise.

  • Map the booklet to the course. For each paragraph and each challenge, note which subtopics it draws on. A scenario about a city's camera system, for example, links to A1 (hardware for processing video), A2 (networks and security), A3 (storing the data), A4 (machine learning and its ethics) and B1 (computational thinking).

  • List the stakeholders. Note everyone the scenario affects: the organisation, its staff, its customers or users, the people whose data is collected, and the wider public.

Tip

Improve your notes: Turn your glossary into flashcards with the term on one side and your definition plus a scenario example on the other. Every time a lesson or a source uses a new term from the case study, add a card the same day.

Phase 2: research each challenge

Make one challenge sheet for each challenge you are examined on (two at SL, four at HL). Each sheet answers the same questions, so you can revise them side by side.

Heading

What to write

The challenge in one sentence

What the organisation has to solve, in your words

How the technology works

The process in numbered steps or a labelled diagram, at the depth of a describe answer

Why it is hard

The computational problem (speed, scale, accuracy, storage, security) or the ethical problem

Strategies

Two or three ways to tackle it, each with advantages and disadvantages

Real examples

Named organisations or systems that faced the same problem, with what they did and a source

Links to the course

The subtopics and key terms involved

Stakeholders and impacts

Who gains, who loses, and the social, ethical, economic and environmental effects

The guide names the kinds of research that count: primary and secondary sources, interviews, guest speakers and field trips. A conversation with someone who works with the technology, or a visit to an organisation that uses it, often gives you specific details that no textbook has.

Common mistake

Copying long passages from websites into challenge sheets. Copied text is hard to remember and hard to use in an answer. Write each point in your own words, keep it short, and record the source (author or organisation, title, date) so you can check it later.

Judge each source before you trust it. Official documentation, peer-reviewed research and reputable news organisations are stronger than anonymous blogs. A company's own claims about its product are useful evidence of what the company says, but not proof that the product works.

Phase 3: impacts and strategies

The AO3 questions ask you to discuss impacts and evaluate strategies, so your notes need arguments ready to use. For each challenge, write two or three strategies with a strength and a limitation for each, and decide which you would recommend for the organisation and why.

Then map the impacts by stakeholder. A short table per challenge works well: one row per stakeholder, with the benefit and the harm for each. This stops answers from treating "people" as one group, when the organisation, its customers and the public usually gain and lose different things.

Exam tip

In Section B answers, name the organisation, its staff or its users as the booklet does. "The company could lose customers' trust" is weaker than naming the company and the specific customers affected, and markschemes for case-study questions reward answers applied to the scenario.

Phase 4: practise under time

From about three months before the exam, practise answering questions, not just reading notes. Write your own questions in the shapes in the table of what Section B tests, swap them with classmates, and answer them in timed conditions: about 18 minutes for SL's 12 marks and about 36 minutes for HL's 24.

The most valuable practice is with unseen stimulus. Ask a classmate or teacher to give you a short table, a proposal or a news extract related to the scenario that you have not seen, then evaluate it in ten minutes. That is the skill the last row of the table tests.

Tip

A ten-minute stimulus drill: two minutes to read the material and underline every figure, two minutes to plan both sides and a recommendation, six minutes to write. Afterwards, count how many figures from the stimulus your answer used; aim for at least three.

Answer technique

Section B answers follow the same command-term rules as the rest of Paper 1. Two features are special to the case study: everything must be applied to the scenario, and some questions give you new information to work with.

Short-response items

Short items (1–4 marks) usually test AO1 and AO2: a definition of a booklet term, a description of how part of the system works, or an explanation of a concept in the scenario. Use your glossary wording and add a detail from the scenario wherever the marks allow.

The worked examples use a practice scenario invented for this purpose. It is not an IB case study.

Practice scenario (fictional): Marlow Bay Council wants to replace its fixed-timer traffic lights with an adaptive system. Cameras at each junction feed a machine learning model that counts vehicles, cyclists and pedestrians and changes the light timings to reduce waiting. Challenge 1 is processing the video quickly enough for the lights to respond. Challenge 2 is the ethical use of the camera footage. HL challenges 3 and 4 concern training the model to detect rare road users reliably and securing the networked junction controllers.

Worked example

With reference to Marlow Bay's system, outline what is meant by edge computing. [2]

Show the solution

Award [1] for the meaning and [1] for the application:

  • Edge computing means processing data on or near the device that collects it, instead of sending it to a distant data centre;

  • in Marlow Bay, a computer at each junction would run the model on the camera's video, so the light timings can change without waiting for a round trip to the cloud.

A definition without Marlow Bay earns only the first mark: the question says "with reference to".

Questions about relating the scenario to other scenarios (AO2) want a genuine link: the same technique or problem in a different setting, with what is similar and what is different. A good preparation habit is to keep one or two real examples per challenge on each challenge sheet for exactly this purpose.

Worked example

Outline one way in which the computational thinking behind Marlow Bay's system is used in a different scenario. [2]

Show the solution

Award [1] for a valid technique in the scenario and [1] for a correct link to another scenario:

  • The system uses abstraction: each camera's video is reduced to a few counts (vehicles, cyclists, pedestrians), and the timing algorithm works only with those counts;

  • a supermarket's self-checkout queue system uses the same idea, reducing camera images or sensor data to queue lengths so that staff can be sent to the busiest tills.

Other valid answers include decomposition (separating detection, counting and timing into components) or pattern recognition (learning traffic patterns by time of day), each linked to another real setting.

The longer AO3 response

The AO3 parts ask you to discuss impacts or to evaluate a strategy. SL Section B contains only short-response questions, so SL AO3 parts are shorter versions of the same skill; HL Section B adds extended-response questions, which can be among the longest answers on the paper. The structure is the same as any judgement answer: brief technical explanation, arguments on both sides applied to the scenario, a weighing step, and a justified conclusion or recommendation. Three habits matter most in Section B:

  1. Use the scenario's names for the organisation, its systems and its stakeholders in every paragraph.

  2. Use the stimulus. If the paper gives a table or proposal, quote figures from it and say what they mean for the organisation.

  3. Recommend. When the question asks which option, or whether to proceed, give a clear answer and the condition under which it would change.

The new stimulus in the next worked example is a table of figures. Both options and every figure in it are invented for practice, and the 6-mark length is closer to an HL extended response; at SL, expect the same reasoning in fewer marks.

Option A: cloud processing

Option B: edge processing

Where the model runs

Council's cloud provider

A computer at each junction

Time from camera frame to light change

About 400 ms, varies with network load

About 40 ms

Video leaving the junction

All footage streamed to the cloud

Only counts sent; footage deleted after processing

Cost to set up for 60 junctions

Low

High (60 computers)

Updating the model

Once, centrally

Sent to 60 devices

If the network fails

Junctions fall back to fixed timers

Junctions keep adapting

Worked example

Marlow Bay Council must choose between the two options in the table. Evaluate the two options and recommend one for the council. [6]

Show the solution

A model answer:

"Option A runs the model in the council's cloud. Its strengths are a low set-up cost and simple management: the model is updated once, in one place, and the cloud provider supplies as much computing power as the 60 junctions need. Its limitation is speed: a delay of about 400 ms that varies with network load means the lights respond later to a cyclist or a pedestrian, and if the network fails every junction falls back to fixed timers. Streaming all footage to the cloud also means that recordings of every road user leave the junction, which increases the privacy risk and the amount of data that must be secured.

Option B processes video at each junction. Its delay of about 40 ms lets the lights react almost at once, and junctions keep adapting during a network failure, which matters for safety at busy crossings. Because only counts leave the junction and footage is deleted, far less personal data is stored or transmitted, which addresses challenge 2 directly. Its limitations are the high set-up cost of 60 computers and the extra work of updating and maintaining 60 devices, each of which must also be physically secure.

Weighing these, Option A is cheaper, but its two weaknesses affect the system's purpose and its main ethical challenge: slower, less reliable responses and footage of every road user sent off-site. Option B's weaknesses are financial and practical, and can be managed by updating devices automatically over the network. I recommend Option B, provided the council can fund the devices; if it can't, a hybrid in which only the busiest junctions use edge processing would keep most of the benefit."

Marking (illustrative, levels): accurate technical understanding of edge and cloud processing; consistent use of the stimulus figures and the scenario; strengths and limitations of both options weighed; a clear, justified recommendation. This answer would sit in the top band.

The model answer uses four figures or facts from the table, ties both options to the booklet's challenges, and ends with a recommendation plus a fallback. Those three features are what move an answer from listing to evaluating.

Common mistake

Ignoring the stimulus and writing a prepared answer. Students who have revised hard sometimes reproduce their challenge sheet whatever the question says. If the paper gives figures, an answer that never mentions them can't show that you evaluated the material in front of you.

Ethics in Section B

Every case study raises ethical questions, because the scenarios are chosen from current developments and emerging technologies. Use the ethics vocabulary from theme A, especially A4.4: stakeholders, privacy, consent, algorithmic bias, accountability and transparency. Each term needs a consequence for a named group to earn credit.

Worked example

Discuss one ethical issue raised by Marlow Bay Council's use of cameras at junctions. [4]

Show the solution

A model answer:

"The cameras record every pedestrian, cyclist and driver at the junction, none of whom has given consent, so the system raises a privacy issue. Footage could identify people and show where they travel each day.

The council can argue that the purpose is public safety and shorter waits, and that it needs to see road users to count them. However, counting does not require keeping identifiable images: if footage is processed at the junction and deleted immediately, with only counts stored, the purpose is met while the privacy risk is almost removed.

The issue is therefore serious only if footage is stored or sent off-site; with on-site processing and immediate deletion, the council's use is proportionate."

Marking (illustrative): the issue identified and explained in context [1]; an argument for the council's use [1]; an argument against or a risk [1]; a reasoned conclusion [1].

Common mistakes with the case study

The case study rewards steady, applied preparation, and most problems come from leaving it until the final weeks or from preparing the wrong things.

  • Starting late. A year of short, regular sessions produces far better notes than a week of cramming.

  • Learning only the booklet. The questions test research beyond the booklet; the booklet is the starting point.

  • Preparing generic notes. A page on machine learning in general is not a challenge sheet; it needs the scenario's stakeholders, strategies and examples.

  • Not practising unseen stimulus. The AO3 marks depend on evaluating new information under time.

  • Quoting the booklet at length. It wastes time and shows recall, not understanding. Paraphrase, then apply.

HL only

The two HL-only challenges are likely to go deeper into the technology. Make sure your HL challenge sheets explain each mechanism step by step, because longer HL answers about them need technical accuracy as well as evaluation. The page "What changes at HL" covers the rest of the HL papers.

Checklist

  • To do:

    I have confirmed this year's case study title with my teacher.

  • To do:

    I know how many challenges I am examined on (two at SL, four at HL) and how many marks Section B carries.

  • To do:

    I can state the six things Section B tests and the AO of each.

  • To do:

    I have a glossary of every technical term in the booklet, in my own words.

  • To do:

    I have mapped each part of the booklet to course subtopics.

  • To do:

    I have a challenge sheet for each challenge: how it works, why it is hard, strategies, real examples, links and stakeholders.

  • To do:

    I have recorded and judged the sources of my research.

  • To do:

    I can link each challenge to a real scenario outside the booklet.

  • To do:

    I have practised evaluating unseen stimulus in timed conditions.

  • To do:

    My longer answers name the scenario, use the stimulus, weigh both sides and end with a justified recommendation.

Keep your place

In Augment the notes remember where you stopped and which pages you have finished.

Open in Augment

More IB Computer Science notes

  • Paper 1: concepts questionsThe page before this.
  • Paper 2: reading and writing codeThe next page.
  • Computer Science assessmentEach Computer Science paper, the internal assessment and grade boundaries.
  • IB Computer ScienceThe Computer Science syllabus, how it is assessed and every notes page.

Carry on with Computer Science in Augment

With a free account, Augment remembers where you stopped in the notes and which questions you have marked.

Start free