Understanding linear and non linear change

An SAT Math micro-topic under Quadratic and exponential word problems (Advanced Math). Free to read — no account needed.

The key question is how a quantity changes from one step to the next.
In a linear relationship it changes by a constant amount: you add (or subtract) the same number each time.
For example, starting at 100100 and adding 5050 each step gives 100,150,200,250100, 150, 200, 250 — a straight line.
In an exponential relationship the quantity changes by a constant factor instead: you multiply by the same number each time.
Starting at 100100 and multiplying by 1.51.5 each step gives 100,150,225,337.5100, 150, 225, 337.5 — a curve that grows faster and faster.
linear_vs_exp.png
You can tell them apart from a table.
If the values go up (or down) by the same amount each step, it is linear.
If they are multiplied by the same ratio each step, it is exponential.
A percent change is exponential, not linear.
If something decays by 8%8\% each hour, it does not lose the same number of grams each hour.
From 100100g it drops to 9292g (down 88), then 92×0.92≈8592 \times 0.92 \approx 85g (down about 77) — the drop shrinks because it is always 8%8\% of a smaller amount.
Not every non-linear relationship is exponential.
A quadratic like R=−40(h−3)2+80R = -40(h - 3)^2 + 80 is also non-linear; its graph is a U-shape (or upside-down U), not a straight line.
The simple test for linear is always the same: does it change by a constant amount?

Worked examples

A table shows x:1,2,3,4x: 1, 2, 3, 4 and y:2,4,6,8y: 2, 4, 6, 8. Is the relationship linear or exponential?
Each time xx goes up by 11, yy goes up by 22 — the same amount every step.
A constant amount means the relationship is linear.
A phone is worth $100\$100, and each year it keeps 85%85\% of its value. Is the relationship linear or exponential?
Each year the value is multiplied by the same factor, 0.850.85, rather than dropping by a fixed number of dollars.
A constant factor means the relationship is exponential.
An employee's salary rises by a fixed $2,500\$2{,}500 every year. Is this linear or exponential?
The salary increases by the same amount each year, $2,500\$2{,}500.
A constant amount means the relationship is linear.

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