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  3. The mathematical exploration

The mathematical exploration

What the mathematical exploration is, how long it should be, how much it counts, how the work is spread over the two years, how SL and HL differ, and what the strongest explorations have in common.

  • IB Mathematics: Analysis and Approaches
  • Internal assessment
  • SL and HL

12 min readLast reviewed 14 Oct 2026

The internal assessment in Mathematics: Analysis and Approaches is a single piece of written work called the mathematical exploration. Each student chooses an area of mathematics, poses a focused question about it, and investigates that question in a report of about 12 to 20 pages. The exploration counts for 20% of the final grade at both SL and HL, so it carries as much weight as a full written paper in some subjects.

The exploration is different from every other part of the course. There is no time limit in a hall, no question set by someone else and no single correct answer. The student decides what to investigate, which mathematics to use and how to present it. This freedom is what makes the exploration rewarding, and it is also the main reason weak explorations go wrong: without a clear aim, the work drifts.

What the exploration is

Definition

The mathematical exploration is an individual, written investigation of a mathematical question chosen by the student. It is marked by the teacher against five assessment criteria, out of 20, and a sample from each school is checked by the IB.

The exploration is meant to show what a student can do with mathematics when given time to think. It rewards understanding, independent thinking and clear explanation, rather than speed or recall. A good exploration reads like a short article written for a classmate: someone who has studied the same course, but who has not thought about this particular question, should be able to follow every step.

Kinds of exploration

There is no fixed list of topics. Most explorations fall into one of a few broad kinds, and many combine two of them.

Kind

What the student does

Example of a focused aim

Modelling

Builds a mathematical model of a real situation, fits it to data and tests how well it works

Find whether a quadratic or a cosine model better describes the outline of an arch, using points measured from a photograph

Statistical investigation

Collects or finds data, analyses it and draws a conclusion with stated confidence

Test whether a player's free-throw success depends on whether the previous shot went in

Optimisation

Sets up a quantity to maximise or minimise and finds the best value

Find the seat in a cinema from which the screen appears largest, measured by the angle it subtends at the eye

Pure mathematics

Investigates a pattern, conjectures a general result and proves it

Determine for which nn the sum of the first nn odd cubes is a perfect square

Simulation

Uses technology to estimate a quantity that is hard to calculate exactly, then compares the estimate with theory

Estimate the expected number of packs needed to complete a sticker collection and compare with the exact result

Every kind can earn full marks. What matters is that the mathematics is at the level of the course, used correctly and understood, and that the student's own thinking shapes the work.

What the exploration is not

The exploration is not a research report about mathematics. A history of ππ, a biography of a mathematician, or a description of how a famous proof works, retold from a book or website, shows reading but little use of mathematics. It is also not a set of textbook exercises with a story wrapped around them. If every calculation could be copied from a worked example in a textbook, there is no room for personal engagement or genuine reflection.

Common mistake

Choosing a topic first and hoping the mathematics appears later. An interest in music, football or climate change is a good starting point, but the exploration is judged on the mathematics. Before committing, write down the specific methods the work will use (for example, "fit an exponential model with logarithms, then find the rate of change with differentiation"). If that list is short or below the level of the course, change the topic or narrow it differently.

Length and format

The exploration should be roughly 12 to 20 pages long with double line spacing. That count includes graphs, tables and diagrams, but not the bibliography or any appendices. A typical text font at 12 point with normal margins is expected. The page range is a guide to the scale of the work: fewer than 12 pages usually means too little mathematics or too little explanation, and more than 20 pages usually means the work is not concise.

Length is assessed indirectly. Criterion A (Presentation) rewards conciseness, so padding, repeated calculations and long background sections lose marks there. Criterion E (Use of mathematics) rewards thorough understanding, which is hard to show in a very short piece. Aim for the middle of the range and let the mathematics decide the length.

The exploration is typed, and mathematics is written with an equation editor so that it looks as it would in a textbook: x2x2 rather than x^2, xx​ rather than sqrt(x), 3×1053×105 rather than 3E5. Each graph and table is placed in the text where it is discussed, with a number and a short caption. Writing and notation are covered in detail in "Writing, technology and referencing".

Weighting and the five criteria

The exploration is marked out of 20 using five criteria. The same criteria are used at SL and HL.

Criterion

What it assesses

Marks

A Presentation

Whether the work is coherent, well organised and concise

0–4

B Mathematical communication

Whether notation, terminology and representations are appropriate and consistent

0–4

C Personal engagement

Whether the student's own thinking and ownership drive the work

0–3

D Reflection

Whether the student evaluates the results, methods and limitations critically

0–3

E Use of mathematics

Whether the mathematics is relevant, at the level of the course, correct and understood

0–6

Total

20

The mark out of 20 is scaled to 20% of the final grade. Because 6 of the 20 marks come from criterion E alone, the quality of the mathematics matters most, but criteria A to D together are worth 14 marks. A mathematically strong exploration that is badly organised, impersonal and unreflective can still lose almost half the available marks.

Exam tip

Each criterion is marked separately, and the levels within a criterion are judged on the work as a whole ("best fit"). A strong criterion does not make up for a weak one, so plan for all five from the start rather than adding reflection or personal touches at the end.

How the exploration is marked and moderated

The teacher marks the final exploration using the criteria. The IB then asks for a sample of explorations from each school and an external moderator marks them again. If the moderator's marks differ consistently from the teacher's, the marks of every student at that school are adjusted. A student's final IA mark can therefore go up or down after it leaves the school.

Definition

Moderation is the process by which the IB re-marks a sample of a school's internally assessed work and, where needed, adjusts the marks of all students at that school so that every school is marked to the same standard.

Moderation explains why teachers often mark drafts cautiously. A teacher who gives generous marks to every exploration does not help students, because the moderator's adjustment applies to all of them.

The timeline

Schools set their own internal deadlines, but the stages are the same everywhere. A common plan over the two years of the course looks like this.

When (typical)

Stage

What the student produces

First year, terms 1–2

Introduction to the criteria; reading and marking past explorations; keeping a list of ideas

An idea log of possible questions

First year, term 2–3

Choosing a topic and agreeing a focused aim with the teacher

A one-page proposal: topic, aim, planned mathematics, data source

End of first year

Research, data collection, the main mathematics

Notes, data, calculations, first graphs

Start of second year

Writing a complete draft

One full draft

Shortly after

Written feedback from the teacher (once only)

Feedback comments

Second year, term 1

Revising and submitting the final version

Final exploration and signed declaration

Before the end of the course

Teacher marking and submission of a sample to the IB

(no further student work)

The course allows class time for the exploration, typically around 10 to 15 hours, but most of the thinking and writing happens in a student's own time. Spreading the work over several months gives time to change direction if a first idea does not work.

The draft and teacher feedback

A student may submit one draft, and the teacher may give written or oral feedback on it once. The feedback points out where the work falls short (for example, "criterion D: reflection appears only in the conclusion" or "the model is not tested against the data") but the teacher does not correct the mathematics or rewrite sections. After the final version is submitted, it cannot be changed.

Tip

Treat the draft as if it were the final submission. A complete draft gets useful feedback on every criterion; an outline or a half-written draft gets feedback only on what exists, and the single chance to improve the work is lost.

Authenticity

The exploration must be the student's own work. The student and the teacher both confirm this when it is submitted. Ideas, data, images and formulas taken from anywhere else must be acknowledged where they are used. The same piece of work cannot be submitted both as the mathematics exploration and as an extended essay, although the two may be in related areas. Academic integrity, including the use of generative AI tools, is covered in "Writing, technology and referencing".

How SL and HL differ

SL and HL students write the same kind of exploration, use the same length guidance and are marked with the same criteria A to D. The only difference is criterion E, Use of mathematics.

SL

HL

Length

12–20 pages

12–20 pages

Weight

20%

20%

Criteria A–D

Identical

Identical

Criterion E: level of mathematics

Commensurate with SL

Commensurate with HL

Criterion E: top band

Correct mathematics with thorough understanding

Precise mathematics showing sophistication and rigour, with thorough understanding

"Commensurate with the level of the course" means the mathematics is at the same level as the course content or above it. An SL exploration that uses only mathematics from before the course, such as percentages, bar charts and the mean, cannot reach the higher levels of criterion E however well it is written. At HL the bar is higher: work that would earn 6 marks for criterion E at SL may earn 4 at HL if it uses only SL techniques.

HL only

HL criterion E also asks for sophistication (mathematics that is challenging, or familiar mathematics applied in an unfamiliar way or from more than one perspective) and rigour (clear logic and precise language, with results justified or proved rather than assumed). The top band also asks for the mathematics to be precise: free of errors and given to an appropriate accuracy. "The assessment criteria" explains each of these with examples.

An HL student does not have to use HL-only topics, but the mathematics as a whole must be at HL level. Using a familiar SL technique in a demanding way, such as setting up and solving an optimisation problem with several constraints, or proving a general result rather than checking cases, can meet that standard.

What makes a strong exploration

Explorations that score highly tend to share a set of features, whatever their topic.

  • A narrow, precise aim. The aim is a question that can be answered with mathematics, stated early and returned to in the conclusion. "To determine the launch angle that maximises the horizontal distance of my paper aeroplane, using a model fitted to 30 measured flights" is answerable; "to explore the mathematics of flight" is not.

  • Mathematics that is the student's own. The student chooses the method, applies it to a case no textbook has worked through, and explains why each step is valid. Formulas taken from a source are explained or derived, not just used.

  • The right level of mathematics. The methods come from the course (or are of a similar level), and are used because the question needs them, not to look impressive.

  • Correctness. Calculations are accurate, results are stated with appropriate rounding, and technology is used and explained properly.

  • Reflection throughout. Each result is followed by a short comment on what it means, whether it is reasonable and what its limitations are, not only in a final paragraph.

  • A clear story. An introduction gives the motivation and the aim, each section leads to the next, and the conclusion answers the aim. A reader never has to wonder why a calculation is there.

Worked example

Two students both choose the topic "population growth". Their opening aims are:

Student P: "In this exploration I will look at how populations grow using exponential functions."

Student Q: "The aim is to determine whether an exponential or a logistic model better describes the population of my home town between 1950 and 2020, using census figures, and to use the better model to predict the population in 2040."

Explain why the second aim is more likely to lead to a strong exploration.

Show the solution

Student P's aim names a topic and one method, but no question. There is no way to tell when the exploration is finished, and the mathematics could be a summary of textbook material on exponential growth.

Student Q's aim is a question with a definite answer ("which model is better"), a specific data set (one town, one period), and a clear test (comparing models against real figures). It commits to at least two models, which brings in logarithms, curve fitting and a comparison of residuals. It also builds in reflection: a prediction for 2040 invites comments on how reliable the extrapolation is. The choice of the student's home town is a small but genuine sign of personal engagement.

The difference between these two aims is the most common difference between a strong and a weak exploration. "Choosing a topic and an aim" shows how to narrow an interest down to an aim like Student Q's.

Common mistake

Trying to cover too much. An exploration that fits a linear, a quadratic, an exponential, a logistic and a sinusoidal model to the same data, each in a page, shows breadth but not depth. Two well-chosen models, each fitted, tested and discussed carefully, earn more under criteria D and E than five handled superficially.

Self-check

  • To do:

    I can state the length, the weight and the five criteria of the exploration, with the marks for each.

  • To do:

    I can explain how the teacher's marking and the IB's moderation work.

  • To do:

    I can describe the stages of the exploration and when each typically happens.

  • To do:

    I can explain that SL and HL differ only in criterion E, and what HL adds.

  • To do:

    I can tell the difference between a topic and a focused aim.

  • To do:

    I can list the features that strong explorations share.

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  • Accuracy, notation and setting outThe page before this.
  • Choosing a topic and an aimThe next page.
  • IB Maths AAThe Maths AA syllabus, how it is assessed and every notes page.

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