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Introduction
1. Limits
2. Derivative basics
3. Advanced differentiation
4. Contextual uses
4.1 Derivatives in context
4.2 Straight-line motion
4.3 Related rates
4.4 Linear approximations
4.5 L'Hopital's rule
5. Analytical uses
6. Integration
7. Differential equations
8. Applications of integrals
Wrapping up
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4.1 Derivatives in context
Achievable AP Calculus AB
4. Contextual uses
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Derivatives in context

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What you’ll learn

  • Interpreting the contextual meaning of f′(x).
  • Determining units of a derivative using the output-over-input rule.
  • Using Desmos to compute derivatives of complicated functions.

Suppose a function V(t) represents the volume of water, in gallons, in a tank at time t, where t is in minutes.

Since V(t) represents the amount of water in the tank, an equation such as V(5)=30 is interpreted as:

At t=5 minutes, the volume of water in the tank is 30 gallons.

On the other hand, the derivative V′(t) represents the instantaneous rate of change.

  1. Sign determines direction:

    • If V′(t)>0→V(t) is increasing
    • If V′(t)<0→V(t) is decreasing.
    • If V′(t)=0→V(t) is not changing.
  2. Units are a ratio: The units of the derivative, a rate of change, are always

Input unitsOutput units​

AP tip:

For full credit on FRQ questions that ask you to “interpret the meaning of the derivative in context,” your answer must include 4 specific components:

  1. Specific input value/time
  2. Noun/subject (output)
  3. Direction of change (increasing or decreasing)
  4. Numerical value with correct units

Use the words “increasing” or “decreasing” based on the sign of the derivative. Do not say “changing at a rate of negative…”

For example, a correct interpretation of the equation V′(5)=12 satisfies all 4 points above:

At t=5 minutes(1), the volume of water in the tank(2) is increasing(3) at a rate of 12 gallons per minute(4).

Derivatives with Desmos

For the calculator-active sections of the AP exam, evaluating derivatives using the built-in graphing calculator Desmos is highly efficient.

The temperature of a chemical solution is modeled by the function H(t)=20+150e−0.12tsin(0.5t), where t is measured in seconds since the experiment began (t≥0) and H(t) is measured in degrees Celsius.

Find the value of H′(8). Using correct units, interpret the meaning of your answer in the context of the problem.

Solution

(spoiler)

Differentiating H(t) by hand would require a messy combination of the product rule and the chain rule.

In Desmos, you can simply define the function by replacing the independent variable t with x, as follows:

H(x)=20+150e−0.12xsin(0.5x)

Then, to evaluate the derivative of H at t=8, type on the next line:

H′(8)

This gives the answer of −13.555.

Contextual interpretation:

  1. Time: t=8 seconds.
  2. Subject: H(t), the temperature
  3. Direction of change: Decreasing (negative)
  4. Units:

inputoutput​=tH(t)​=second°C​

Therefore, the correct interpretation is:

At time t=8 seconds, the temperature of the solution s decreasing at a rate of 13.555∘C per second.

AP tip:

Unless otherwise specified, final answers on the calculator-allowed FRQ portion must be accurate to 3 decimal places.

Non-time inputs

While most of the contextual questions on the exam use time t as the independent variable, some problems involve other input/output relationships (e.g. see the 2021 AB FRQ #1).

The table below gives values for the weight W(x), in grams, of a 3D-printed plastic cone at select heights x, in centimeters. W is a differentiable function.

x W(x)
0 10
2 15
4 22
7 35

a) Find the average rate of change of W over the interval 2≤x≤7. Indicate units of measure.

Estimate the value of W′(3). Using correct units, interpret the meaning of your answer in the context of the problem.

Solutions

a) Average rate of change of W over [2,7]

(spoiler)

Use the average rate of change formula with the table values W(2)=15 and W(7)=35:

7−2W(7)−W(2)​=535−15​=4

Units of measure: The output-over-input rule applies to an average rate of change.

inputoutput​=xW(x)​=centimetergrams​

b) Estimating and interpreting W′(3)

(spoiler)

To estimate the derivative W′(3), apply the average rate of change over the smallest interval containing x=3 provided in the table, which is [2,4]:

W′(3)​≈4−2W(4)−W(2)​=4−222−15​=3.5​

Contextual interpretation:

  1. Input: x=3 centimeters
  2. Subject: W(x), the weight of the cone
  3. Direction of change: Increasing (positive)
  4. Units: Same as for the ARC

inputoutput​=xW(x)​=centimetergrams​

Therefore, the correct interpretation is:

At a height of x=3 centimeters, the weight W of the cone is increasing at a rate of approximately 3.5 grams per centimeter of height.

Interpreting a “rate of a rate”

Some exam questions give a function that is already a rate of change. You can spot these if the prompt explicitly uses the word “rate” or if the units look like gallons per minute or degrees per hour.

In these cases, taking the derivative of the rate gives you the rate of change of the rate itself.

Units of f′′(x)=Units of xUnits of f′(x)​

For example, if a rate function R(t) is given in gallons per minute, then the units of R′(t) will be

mingal/min​=min2gal​

Variations in wording such as “gallons per minute per minute” are also acceptable.

The rate at which the population of bacteria in a petri dish grows is modeled by the function P(t)=200+40e−0.15t2, where P(t) is measured in bacteria per hour and t is measured in hours for 0≤t≤6.

Find the value of P′(3.5) and interpret the meaning of your answer in the context of the problem using correct units.

Solution

(spoiler)

Typing the following two lines in Desmos:

P(x)=200+40e−0.15x2

P′(3.5)

gives the numerical result of −6.687.

Contextual interpretation:

  1. Time: t=3.5 hours.
  2. Subject: P(t), the rate at which the population is growing
  3. Direction of change: Decreasing (negative)
  4. Units:

inputoutput​=tP(t)​=hourbacteria per hour​

Therefore, the correct interpretation is:

At time t=4 hours, the rate at which the bacteria population is growing is decreasing at a rate of 45 bacteria per hour per hour (or bacteria/hr2).

Note that this means the population is still growing, just less quickly.

Contextual meaning of f’(x)

  • Sign indicates direction: positive = increasing, negative = decreasing, zero = not changing
  • Four required components for AP FRQ interpretation: specific input value, noun/subject, direction (increasing/decreasing), numerical value with units
  • Never say “changing at a rate of negative…” — use “decreasing” instead

Units of a derivative

  • Always output units ÷ input units: input unitsoutput units​
  • Applies to both instantaneous and average rates of change

Using Desmos for derivatives

  • Define function using x, then type f′(a) to evaluate derivative at a point
  • Calculator-allowed FRQ answers must be accurate to 3 decimal places

Non-time inputs

  • Same 4-component interpretation applies regardless of input variable
  • Estimate f′(a) from a table using average rate of change over smallest interval containing a

Derivative of a rate (“rate of a rate”)

  • If f(x) already has rate units (e.g., gal/min), then f′(x) units are mingal/min​=min2gal​
  • A negative derivative of a rate means the rate is slowing — the quantity may still be increasing
  • Acceptable phrasing: “per [unit] per [unit]” or “[unit]²”

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Derivatives in context

What you’ll learn

  • Interpreting the contextual meaning of f′(x).
  • Determining units of a derivative using the output-over-input rule.
  • Using Desmos to compute derivatives of complicated functions.

Suppose a function V(t) represents the volume of water, in gallons, in a tank at time t, where t is in minutes.

Since V(t) represents the amount of water in the tank, an equation such as V(5)=30 is interpreted as:

At t=5 minutes, the volume of water in the tank is 30 gallons.

On the other hand, the derivative V′(t) represents the instantaneous rate of change.

  1. Sign determines direction:

    • If V′(t)>0→V(t) is increasing
    • If V′(t)<0→V(t) is decreasing.
    • If V′(t)=0→V(t) is not changing.
  2. Units are a ratio: The units of the derivative, a rate of change, are always

Input unitsOutput units​

AP tip:

For full credit on FRQ questions that ask you to “interpret the meaning of the derivative in context,” your answer must include 4 specific components:

  1. Specific input value/time
  2. Noun/subject (output)
  3. Direction of change (increasing or decreasing)
  4. Numerical value with correct units

Use the words “increasing” or “decreasing” based on the sign of the derivative. Do not say “changing at a rate of negative…”

For example, a correct interpretation of the equation V′(5)=12 satisfies all 4 points above:

At t=5 minutes(1), the volume of water in the tank(2) is increasing(3) at a rate of 12 gallons per minute(4).

Derivatives with Desmos

For the calculator-active sections of the AP exam, evaluating derivatives using the built-in graphing calculator Desmos is highly efficient.

The temperature of a chemical solution is modeled by the function H(t)=20+150e−0.12tsin(0.5t), where t is measured in seconds since the experiment began (t≥0) and H(t) is measured in degrees Celsius.

Find the value of H′(8). Using correct units, interpret the meaning of your answer in the context of the problem.

Solution

(spoiler)

Differentiating H(t) by hand would require a messy combination of the product rule and the chain rule.

In Desmos, you can simply define the function by replacing the independent variable t with x, as follows:

H(x)=20+150e−0.12xsin(0.5x)

Then, to evaluate the derivative of H at t=8, type on the next line:

H′(8)

This gives the answer of −13.555.

Contextual interpretation:

  1. Time: t=8 seconds.
  2. Subject: H(t), the temperature
  3. Direction of change: Decreasing (negative)
  4. Units:

inputoutput​=tH(t)​=second°C​

Therefore, the correct interpretation is:

At time t=8 seconds, the temperature of the solution s decreasing at a rate of 13.555∘C per second.

AP tip:

Unless otherwise specified, final answers on the calculator-allowed FRQ portion must be accurate to 3 decimal places.

Non-time inputs

While most of the contextual questions on the exam use time t as the independent variable, some problems involve other input/output relationships (e.g. see the 2021 AB FRQ #1).

The table below gives values for the weight W(x), in grams, of a 3D-printed plastic cone at select heights x, in centimeters. W is a differentiable function.

x W(x)
0 10
2 15
4 22
7 35

a) Find the average rate of change of W over the interval 2≤x≤7. Indicate units of measure.

Estimate the value of W′(3). Using correct units, interpret the meaning of your answer in the context of the problem.

Solutions

a) Average rate of change of W over [2,7]

(spoiler)

Use the average rate of change formula with the table values W(2)=15 and W(7)=35:

7−2W(7)−W(2)​=535−15​=4

Units of measure: The output-over-input rule applies to an average rate of change.

inputoutput​=xW(x)​=centimetergrams​

b) Estimating and interpreting W′(3)

(spoiler)

To estimate the derivative W′(3), apply the average rate of change over the smallest interval containing x=3 provided in the table, which is [2,4]:

W′(3)​≈4−2W(4)−W(2)​=4−222−15​=3.5​

Contextual interpretation:

  1. Input: x=3 centimeters
  2. Subject: W(x), the weight of the cone
  3. Direction of change: Increasing (positive)
  4. Units: Same as for the ARC

inputoutput​=xW(x)​=centimetergrams​

Therefore, the correct interpretation is:

At a height of x=3 centimeters, the weight W of the cone is increasing at a rate of approximately 3.5 grams per centimeter of height.

Interpreting a “rate of a rate”

Some exam questions give a function that is already a rate of change. You can spot these if the prompt explicitly uses the word “rate” or if the units look like gallons per minute or degrees per hour.

In these cases, taking the derivative of the rate gives you the rate of change of the rate itself.

Units of f′′(x)=Units of xUnits of f′(x)​

For example, if a rate function R(t) is given in gallons per minute, then the units of R′(t) will be

mingal/min​=min2gal​

Variations in wording such as “gallons per minute per minute” are also acceptable.

The rate at which the population of bacteria in a petri dish grows is modeled by the function P(t)=200+40e−0.15t2, where P(t) is measured in bacteria per hour and t is measured in hours for 0≤t≤6.

Find the value of P′(3.5) and interpret the meaning of your answer in the context of the problem using correct units.

Solution

(spoiler)

Typing the following two lines in Desmos:

P(x)=200+40e−0.15x2

P′(3.5)

gives the numerical result of −6.687.

Contextual interpretation:

  1. Time: t=3.5 hours.
  2. Subject: P(t), the rate at which the population is growing
  3. Direction of change: Decreasing (negative)
  4. Units:

inputoutput​=tP(t)​=hourbacteria per hour​

Therefore, the correct interpretation is:

At time t=4 hours, the rate at which the bacteria population is growing is decreasing at a rate of 45 bacteria per hour per hour (or bacteria/hr2).

Note that this means the population is still growing, just less quickly.

Key points

Contextual meaning of f’(x)

  • Sign indicates direction: positive = increasing, negative = decreasing, zero = not changing
  • Four required components for AP FRQ interpretation: specific input value, noun/subject, direction (increasing/decreasing), numerical value with units
  • Never say “changing at a rate of negative…” — use “decreasing” instead

Units of a derivative

  • Always output units ÷ input units: input unitsoutput units​
  • Applies to both instantaneous and average rates of change

Using Desmos for derivatives

  • Define function using x, then type f′(a) to evaluate derivative at a point
  • Calculator-allowed FRQ answers must be accurate to 3 decimal places

Non-time inputs

  • Same 4-component interpretation applies regardless of input variable
  • Estimate f′(a) from a table using average rate of change over smallest interval containing a

Derivative of a rate (“rate of a rate”)

  • If f(x) already has rate units (e.g., gal/min), then f′(x) units are mingal/min​=min2gal​
  • A negative derivative of a rate means the rate is slowing — the quantity may still be increasing
  • Acceptable phrasing: “per [unit] per [unit]” or “[unit]²”

More from Contextual uses

  • Related rates
  • Linear approximations
  • L'Hopital's rule