Mathematics Applications & Interpretation (AI) Exemplars

About Mathematics Applications & Interpretation (AI) Coursework Exemplars

The Coursework Exemplars section gives IB students (both SL and HL) access to real, high-quality samples of IB Mathematics Applications & Interpretation (AI) Internal Assessments (IA) and Extended Essays (EE). Each exemplar is carefully selected to model top-scoring work, aligned with IB assessment rubrics and showcasing what examiners expect at different achievement levels.

On this page, you'll find full-length exemplars annotated with examiner commentary, highlighting strengths, weaknesses, and specific rubric-based insights. These samples demonstrate how ideas are structured, arguments developed, and criteria met to achieve high marks.

Every exemplar is enriched with Jojo AI

About Mathematics Applications & Interpretation (AI) Coursework Exemplars

Which London Premier League Football Club should I support? Using Voronoi Diagrams.

Using Poisson distribution to predict volcanic eruptions

Analyzing the Correlation and Predictive Models Between 100m and 200m Sprint Performances Using Statistical Methods and Regression Analysis

Exploring the Impact of GIR on Scoring Performance in the Golf PGA Tour

Exploring the Impact of Temperature on Bacterial Population Growth Using Mathematical Models

Calculating the fastest and most efficient route from my home to school

Determining the Ideal Way to Redecorate My Room

Modelling the Cooling rate of Chamomile Tea

Analysing Key Variables in Predicting Piano Learning Time Using Regression Models

Quantifying Fabric Waste in Tailoring

What is the optimal timing and dosage of paracetamol to maximize its therapeutic effect?

Investigating the relationship between the height of female high school volleyball players and average hitting percentage

"How can mathematical modeling optimize muscle building by analyzing exercise routines, nutrition, and muscle hypertrophy?"

Which nonlinear models best describe the population growth of Ghana, and how do these models provide insights into future trends and resource planning?

Optimal Placement of Solar Panels for Maximum Efficiency

Exploring the impact of mass digitalisation and the extent to which it has impacted the way music is made and listened to in the past 40 years

To what extent is there a correlation between a movie's production budget (USD) and worldwide box office revenue (USD), with a comparison between The Walt Disney Studios and A24 from 2013 to 2023?

Is the national ranking of a university from either the United States or the United Kingdom dependent on the amount of external endowment and funding?

How does the human reaction time change over the years?

An Investigation into the best location to build a new Opticians.

Modelling the Volume of an Egg Using Techniques of Solid Revolution

Is there a correlation between UV index levels and melanoma cases per state?

Optimal Speed for Minimizing the amount of rain exposure under different impact of wind

The correlation between the homicide per year and the population of Spain from 1990 to 2021

"The Relationship Between Religion and LGBTQ+ Awareness in Sri Lanka"

my aim with this paper is to find if the observed number of female government officials is equivalent to the expected number of female officials in Congress and representative of the female population in the United States of America.

INVESTIGATING THE BEST PUBLIC TRANSPORTATION FOR TRAVELLERS IN KUALA LUMPUR, MALAYSIA

To use Voronoi diagrams to assess the distribution of emergency services within the city of Florence, Italy, and determine whether new emergency service locations are needed for optimal coverage.

How can the Poisson distribution be applied to create a model and predict the probability of a successful number of penalty kicks in football, considering factors such as home or away games, time of the match, and the team’s winning or losing status?

What is a role of a vector equation in determining the optimal intersection pathway for a defensive missile to effectively shoot down an enemy missile in a 2D coordinate?

Correlation of Goals scored in First half vs. Second half at UEFA (Union of European Football Associations) Euro 2024

How Can The Monthly GDP Of The United States Be Used To Model The Monthly Values Of The S&P 500 And NASDAQ For The Last 10 Years, And Which Stock Index Has A Better Fitting Model To Allow For Accurate Predictions?

How can the volume of a box be optimised to package Cookiecrumbs cookies in the shape of oblate ellipsoids?

What is the correlation between the percentage of industrialisation and economic output in 15 Southern African countries, and how can we model this relationship to predict future economic trends?

The Perfect Dive: Optimising Goalkeeper Diving Strategy to Save Penalties

Analyzing the Probability Distribution of Dice Rolls and Modeling Experimental vs. Theoretical Probabilities

Have Bechdel Test pass rates significantly increased across decades and are certain film genres more likely to pass the test than others?

Determining the volume of a conical flask through 3 different methods of modeling; using 3D shapes to estimate volume, finding volume through cylindrical shells, and employing volume of revolution to estimate volume

How does a driver's ability to consistently convert pole positions into wins impact their probability of winning the Formula 1 World Championship?

Using kinematics, how do variations in a velocity-time graph between Charles Leclerc and Oscar Piastri during Turn 1 of the 2024 Azerbaijan Grand Prix explain differences in their cornering performance?

To what extent is there a correlation between gross monthly income and homelessness rates in different countries around the world?

Exploring the relationship between GDP per capita and Literacy rates for all genders in different countries

Is there a difference in free time available between teachers and students after completing all the school-related duties, and if so, to what extent?

To what extent is there a correlation between crime rates and poverty rates in 2024

Is it financially more viable for a student to pay for their education and living expenses by working while studying or is it necessary to take out the student loan, and analyse how this decision will affect their financial stability in future?

Analyzing Crime Rates in Historical Periods

Exploration of daily social media usage and its statistical relationship with academic performance among high school students.

Investigating the statistical correction between the starting and finishing position of drivers in a Formula 1 (F1) race?