Two Different Meanings of “Rate”
A rate describes how an amount changes with time, but the word “rate” can refer to two different quantities. The absolute rate is the amount changing per unit time. The relative rate is the absolute rate compared with the current amount.
This distinction matters in growth and decay models. In the equation \(dP/dt=kP\), the parameter \(k\) is not the amount added or removed per unit time. It is the relative rate: the absolute rate divided by the current amount. Treating \(k\) as an absolute rate produces incorrect calculations and usually incorrect units.
Absolute Rate and Relative Rate
Let \(P(t)\) be an amount at time \(t\). Its derivative \(dP/dt\) is the instantaneous absolute rate of change. If \(P(t)\ne 0\), its instantaneous relative rate of change is the absolute rate divided by the current amount.
For example, if a population of \(200\) people is increasing at \(6\) people per year, its absolute rate is \(6\) people per year. Its relative rate at that moment is \(6/200=0.03\) per year, or \(3\%\) per year as an instantaneous relative rate.
The model \(dP/dt=kP\) says that the relative rate is constant and equal to \(k\). Multiplying by \(P\) recovers the absolute rate:
If \(P\) is measured in people and \(t\) in years, then \(dP/dt\) has units of people per year. Dividing by \(P\), measured in people, leaves units of inverse years. Thus \(k\) has units of \(1/\text{year}\), not people per year. More generally, if time is measured in units \(T\), then \(k\) has units \(1/T\), regardless of the units used to measure \(P\).
Why the Absolute Rate Changes with the Amount
The equation \(dP/dt=kP\) directly gives the absolute rate at any particular time: multiply the current amount by \(k\). For a fixed \(k\), different values of \(P\) therefore give different absolute rates. When \(k>0\), increasing \(P\) makes the absolute rate larger. When \(k<0\), increasing \(P\) makes the rate more negative, while increasing its magnitude.
The standard solution of the initial-value problem \(dP/dt=kP\), \(P(0)=P_0\), is \(P(t)=P_0e^{kt}\). This formula makes the same distinction visible over time. Its derivative is proportional to the current amount, not simply equal to \(k\).
This verifies that the stated function satisfies the differential equation. At \(t=0\), it also gives \(P(0)=P_0e^0=P_0\), so it satisfies the initial condition. The formula is useful here because it shows that the absolute rate \(kP(t)\) generally changes as the amount changes, even though the relative rate \(k\) stays fixed.
Worked Example: Finding the Absolute Rate from a Relative Rate
Worked Example: Finding the Absolute Rate from a Relative Rate
A population \(P\), measured in people, satisfies \(dP/dt=0.03P\), where time is measured in years. Find the absolute rate when the population is \(200\) people and when it is \(500\) people.
The coefficient \(0.03\) has units \(1/\text{year}\). At \(P=200\) people, substitute the current amount into the model:
At \(P=500\) people, the calculation is:
The relative rate is \(0.03\ \text{year}^{-1}\) in both cases. The absolute rate is not: it is \(6\) people per year at \(200\) people and \(15\) people per year at \(500\) people.
Check: Divide each absolute rate by its corresponding population. The results are \(6/200=0.03\) per year and \(15/500=0.03\) per year, matching the model’s relative rate.
Comparing with Constant-Rate Change
A constant absolute rate is described by a different differential equation, \(dP/dt=c\), where \(c\) has units of amount per unit time. Its rate stays fixed even as \(P\) changes. For an initial amount \(P(0)=P_0\), the corresponding function is \(P(t)=P_0+ct\): differentiating gives \(dP/dt=c\), and setting \(t=0\) gives \(P(0)=P_0\).
By contrast, in \(dP/dt=kP\), the absolute rate changes with the amount, while the relative rate remains \(k\). The two models can begin with the same amount and the same initial absolute rate, yet predict different amounts later.
Worked Example: Same Initial Rate, Different Models
A quantity begins at \(100\) units. Compare the proportional model \(dP/dt=0.2P\), with time in years, to a constant-rate model that begins with the same absolute rate.
For the proportional model, \(k=0.2\ \text{year}^{-1}\). At \(t=0\), \(P=100\) units, so its initial absolute rate is:
To match this initial rate, choose \(c=20\ \text{units/year}\) in the constant-rate model. At \(t=5\) years, the proportional model gives:
Here \(e\approx2.718282\), and the displayed approximation is rounded to three decimal places. Its absolute rate at that time is:
The constant-rate model gives:
Check: At \(t=0\), both models have \(P=100\) units and an absolute rate of \(20\) units per year. At \(t=5\), the proportional model’s derivative is \(0.2P(5)=20e\) units per year, as calculated; the constant model’s derivative remains \(20\) units per year. The models agree initially but not later because one rate depends on \(P\) and the other does not.
Sign and Magnitude in a Decay Model
The sign of \(k\) indicates the direction of change when \(P\) is positive. A positive \(k\) gives a positive derivative, while a negative \(k\) gives a negative derivative. The magnitude of \(kP\) is the magnitude of the absolute rate. A negative rate is not a positive amount being removed; it is a signed change in \(P\).
Worked Example: A Negative Relative Rate
A quantity \(P\), measured in milligrams, satisfies \(dP/dt=-0.1P\), with time in minutes. Find its absolute rate when \(P=80\) milligrams and when \(P=20\) milligrams.
At \(80\) milligrams:
At \(20\) milligrams:
In both cases the amount is decreasing. At \(80\) milligrams it is decreasing at \(8\) milligrams per minute; at \(20\) milligrams it is decreasing at \(2\) milligrams per minute. The second signed rate, \(-2\), is greater than \(-8\), but its magnitude is smaller.
Check: The relative rate at \(80\) milligrams is \((-8\ \text{mg/min})/(80\ \text{mg})=-0.1\ \text{min}^{-1}\). At \(20\) milligrams it is \((-2\ \text{mg/min})/(20\ \text{mg})=-0.1\ \text{min}^{-1}\). Both match \(k\).
Diagnosing the Common Error
A common incorrect calculation is to read \(dP/dt=kP\) and use \(k\) alone as the absolute rate. For instance, if \(P=200\) people and \(k=0.03\ \text{year}^{-1}\), the incorrect calculation \(dP/dt=0.03\) people per year makes two errors: it omits the factor \(P\), and it assigns \(k\) the wrong units.
The corrected calculation keeps both the multiplication and the units:
A units check is a reliable way to expose this mistake. The units of \(kP\) are \((1/\text{year})(\text{people})=\text{people/year}\), exactly the units required for \(dP/dt\). The units of \(k\) alone are only \(1/\text{year}\), so \(k\) alone cannot be an absolute population rate.
Why the Distinction Matters
The distinction tells you what a model assumes. A constant absolute rate means the same amount is added or removed during equal time intervals, independent of the current amount. A constant relative rate means the amount’s instantaneous rate of change is proportional to the amount currently present. When the amount changes, the absolute rate changes as well.
It also helps you interpret statements about a model without confusing a rate constant with a measured change. If a model gives \(k\), you still need the current value of \(P\) to calculate \(dP/dt\). If a problem instead gives a constant rate \(c\), then \(c\) itself is the absolute rate. Checking the equation and the units before substituting numbers prevents the two interpretations from being mixed.
Check Your Understanding
For each question, identify whether the quantity requested or given is an absolute rate or a relative rate, and use the model’s units to support your answer.
- If \(dP/dt=0.04P\), with \(P\) measured in grams and time in hours, what are the units of \(0.04\)?
- For that model, find the absolute rate when \(P=250\) grams. Check the units of your result.
- A positive \(k\) is fixed in \(dP/dt=kP\). What happens to the absolute rate if \(P\) increases?
- If \(k<0\) and \(P>0\), explain what the sign of \(dP/dt\) means. If \(P\) increases while \(k\) stays fixed, what happens to the signed rate and to its magnitude?
- A model states \(dP/dt=12\) milligrams per day. Is \(12\) a relative rate or a constant absolute rate? What units would \(k\) have if the model instead were \(dP/dt=kP\)?