IA idea · Modelling with functions
Does light really follow an inverse-square law?
Research question
Does the illuminance measured by my phone fall as 1/d² as I move away from a lamp, and at what distances does the model fail?
Adapt it: change the place, the data or the comparison until the question is yours.
Why it makes a good exploration
The inverse-square law is fundamental to light, sound and gravity, and your phone contains a light sensor. Testing it — and finding where it breaks down (near the bulb, with reflections) — is a clean, personal experiment.
The mathematics you'll need
- Power models and inverse variation
- Log-log linearisation
- Residual analysis
- Transformations for background light
Course labels show where a technique sits; using maths from outside your course is fine if you explain it clearly and say it is new to you.
Where the data comes from
In a dark room, measure illuminance with phyphox's light sensor at 20+ distances from a small bulb, three readings each; record background light.
- phyphox (RWTH Aachen) — Free app that turns your phone's accelerometer, microphone, barometer and gyroscope into data loggers with CSV export.
Cite every source in a footnote where you use it and in your bibliography. Check the licence of any dataset you download.
A possible outline
- Explain why intensity should fall with 1/d² from geometry.
- Collect data, subtracting background light.
- Fit y = axⁿ via logs and compare n with −2.
- Examine residuals close to and far from the bulb.
- Reflect on the sensor, reflections and the bulb not being a point source.
Pitfalls that cost marks
- Measuring from the wrong point (the sensor position on the phone matters).
- Ignoring background light.
- Only testing over a narrow range of distances.
Showing personal engagement
- Compare an LED and an incandescent bulb.
- Use your model to design desk-lamp placement for a target lux level.
- Explain the discrepancy near the bulb with a finite-source model.
See Criterion C: personal engagement for what examiners look for.
Taking it further
Model the bulb as a line or disc source and show how the inverse-square law emerges at large distances.
Turn this idea into your IA
Similar ideas
- Does money buy a longer life? GDP and life expectancyAI SLAI HLAA SLAA HLSolid
- How often do big earthquakes happen? The Gutenberg–Richter lawAI SLAI HLAA SLAA HLSolid
- Is Moore's law still true?AA SLAI SLAA HLAI HLAccessible
- Does a pendulum's period really depend on the square root of its length?AA SLAI SLAA HLAI HLAccessible