Numerical Reasoning: Guide
Solving word problems with percentages, ratios, and rates
Table of Contents
Learn
Percentage Problems
Finding, applying, and reversing percentages
Ratio Problems
Scaling and dividing using ratios
Rate Problems
Work rate and combined rate calculations
Business Math
Profit, cost, and pricing calculations
Learn 1
Finding Percentages
Calculate what X% of a given number equals.
Finding a percentage of a number is one of the most fundamental numerical operations. To find X% of Y, multiply Y by X and divide by 100, or equivalently, multiply Y by the decimal form of X (X/100). This skill is essential for calculating discounts, tips, taxes, and portions.
X% of Y = Y × (X/100) = Y × 0.0X
- What is 25% of 80? → 80 × 0.25 = 20
- What is 15% of 200? → 200 × 0.15 = 30
- What is 40% of 150? → 150 × 0.40 = 60
How to recognize it
- Look for 'what is X% of Y' phrasing
- Convert the percentage to decimal (divide by 100)
- Multiply the base number by the decimal
Common mistakes
- Forgetting to divide the percentage by 100
- Multiplying by the percentage directly (25 instead of 0.25)
- Confusing 'of' with 'off' (discount calculations)
Step-by-step walkthrough
What is 15% of 80?
- Convert percentage to decimal: 15/100 = 0.15
- Multiply the base number by the decimal: 80 x 0.15
- Calculate: 80 x 0.15 = 12
Answer: 12
Learn 2
Reverse Percentage
Find the original value before a percentage change was applied.
Reverse percentage problems ask you to work backwards from a final value to find the original. If something increased by X%, the final value equals the original times (1 + X/100). To find the original, divide the final value by this multiplier. This is trickier than forward percentages because you can't simply subtract the percentage.
If Final = Original × (1 + X/100), then Original = Final ÷ (1 + X/100)
- After a 20% increase, a price is $120. Original = $120 ÷ 1.20 = $100
- After a 25% discount, a price is $60. Original = $60 ÷ 0.75 = $80
- After a 10% raise, salary is $55,000. Original = $55,000 ÷ 1.10 = $50,000
How to recognize it
- You're given the final value after a percentage change
- You need to find what the value was before the change
- Keywords: 'original price', 'was before', 'started at'
Common mistakes
- Subtracting the percentage from the final (e.g., $120 - 20% = $96, wrong!)
- Using the wrong multiplier (1.20 for increase, 0.80 for 20% decrease)
- Confusing increase (multiply by >1) with decrease (multiply by <1)
Step-by-step walkthrough
After a 25% increase, a price is $150. What was the original price?
- Identify the multiplier for a 25% increase: 1 + 25/100 = 1.25
- Set up the equation: Original x 1.25 = $150
- Divide the final value by the multiplier: $150 / 1.25
- Calculate: $150 / 1.25 = $120
Answer: $120
Learn 3
Percentage Change
Calculate the result after increasing or decreasing a value by a percentage.
Percentage change problems involve applying an increase or decrease to a starting value. For an increase of X%, multiply by (1 + X/100). For a decrease of X%, multiply by (1 - X/100). This is more direct than reverse percentage since you're moving forward from the original to the final value.
Increase: Final = Original × (1 + X/100). Decrease: Final = Original × (1 - X/100)
- 100 increased by 20% = 100 × 1.20 = 120
- 80 decreased by 25% = 80 × 0.75 = 60
- 150 increased by 10% = 150 × 1.10 = 165
How to recognize it
- Given a starting value and a percentage change
- Asked for the new/final value
- Keywords: 'increases by', 'decreases by', 'goes up', 'goes down'
Common mistakes
- Adding/subtracting the percentage instead of using a multiplier
- Confusing 'increased by 20%' with 'increased to 120%'
- Using the wrong direction (1.20 for increase, 0.80 for 20% decrease)
Step-by-step walkthrough
A shirt costs $60. It goes on sale for 30% off. What is the sale price?
- Identify this as a percentage decrease: 30% off
- Calculate the multiplier for a 30% decrease: 1 - 30/100 = 0.70
- Multiply the original price by the multiplier: $60 x 0.70
- Calculate: $60 x 0.70 = $42
Answer: $42
Learn 4
Simple Ratio
Find unknown values when two quantities are in a given ratio.
Ratio problems express a relationship between two quantities. If A:B = 2:3 and you know A=10, you can find B by first finding the multiplier (10÷2=5) and then applying it to the other part (3×5=15). The ratio tells you the relative sizes, and the multiplier scales it to actual values.
If A:B = m:n and A = x, then B = x × (n/m)
- If A:B = 2:3 and A = 10, then B = 10 × (3/2) = 15
- If X:Y = 3:4 and Y = 20, then X = 20 × (3/4) = 15
- If P:Q = 5:2 and P = 35, then Q = 35 × (2/5) = 14
How to recognize it
- Two quantities described as 'in the ratio' of X:Y
- One value is given, the other is unknown
- Find the multiplier by dividing the known value by its ratio part
Common mistakes
- Dividing by the wrong ratio part
- Confusing which value corresponds to which part of the ratio
- Adding/subtracting instead of multiplying
Step-by-step walkthrough
The ratio of boys to girls in a class is 3:5. If there are 12 boys, how many girls are there?
- Identify the ratio parts: boys = 3, girls = 5
- Find the multiplier: 12 boys / 3 parts = 4
- Apply the multiplier to find girls: 5 parts x 4
- Calculate: 5 x 4 = 20 girls
Answer: 20 girls
Learn 5
Ratio Division
Divide a total amount according to a given ratio.
Ratio division problems ask you to split a total into parts according to a ratio. First, add the ratio parts to find the total number of 'shares'. Then divide the total amount by this number to find the value of one share. Finally, multiply by each ratio part to get the actual amounts.
Total T split in ratio a:b → Part A = T × a/(a+b), Part B = T × b/(a+b)
- Split $100 in ratio 3:2 → Shares = 5, each share = $20 → Parts are $60 and $40
- Divide 45 items in ratio 4:5 → Shares = 9, each = 5 → Parts are 20 and 25
- Split 120 in ratio 1:2:3 → Shares = 6, each = 20 → Parts are 20, 40, and 60
How to recognize it
- A total amount needs to be divided
- The division follows a specified ratio
- Add ratio parts first to find total shares
Common mistakes
- Forgetting to add ratio parts to find total shares
- Dividing by only one ratio part instead of the sum
- Mixing up which part corresponds to which share
Step-by-step walkthrough
Divide $180 between two people in the ratio 2:7.
- Add the ratio parts to find total shares: 2 + 7 = 9
- Find the value of one share: $180 / 9 = $20
- Calculate the first person's share: 2 x $20 = $40
- Calculate the second person's share: 7 x $20 = $140
Answer: $40 and $140
Learn 6
Work Rate Problems
Calculate time or workers needed when the total work stays constant.
Work rate problems are based on the formula: Work = Rate × Time, or equivalently, Work = Workers × Days. If the total work is constant, increasing workers decreases time proportionally. The key insight is that 'worker-days' (or 'machine-hours') represents the total work, and this stays the same regardless of how many workers do the job.
Total Work = Workers × Time. If W1 × T1 = W2 × T2, then T2 = (W1 × T1) / W2
- 4 workers in 12 days = 48 worker-days. 6 workers = 48 ÷ 6 = 8 days
- 3 machines in 10 hours = 30 machine-hours. 5 machines = 30 ÷ 5 = 6 hours
- 2 people in 15 days = 30 person-days. 5 people = 30 ÷ 5 = 6 days
How to recognize it
- Problem mentions workers/machines and time to complete a job
- Asks how long with different number of workers
- Total work (job size) remains constant
Common mistakes
- Thinking more workers means more time (it's inverse)
- Adding workers instead of multiplying
- Forgetting that work = workers × time
Step-by-step walkthrough
5 workers can complete a project in 12 days. How many days would it take 10 workers?
- Calculate total work in worker-days: 5 workers x 12 days = 60 worker-days
- The total work stays constant at 60 worker-days
- Divide total work by new number of workers: 60 / 10 workers
- Calculate: 60 / 10 = 6 days
Answer: 6 days
Learn 7
Profit Calculation
Calculate profit, cost price, or selling price from given values.
Profit calculations involve three key values: cost price (what you paid), selling price (what you sold for), and profit (the difference). Profit = Selling Price - Cost Price. Profit margin as a percentage is calculated relative to the cost price: Profit % = (Profit / Cost) × 100.
Profit = Selling Price - Cost Price. Profit % = (Profit / Cost) × 100
- Buy at $80, sell at $100 → Profit = $20, Margin = 20/80 × 100 = 25%
- Cost $50, 40% markup → Selling = $50 × 1.40 = $70, Profit = $20
- Sold at $90 with $18 profit → Cost = $90 - $18 = $72
How to recognize it
- Problem mentions cost, selling price, or profit
- May ask for profit amount or profit percentage
- Markup problems are percentage-based profit calculations
Common mistakes
- Confusing profit margin with markup
- Calculating percentage based on selling price instead of cost
- Mixing up which value to subtract from which
Step-by-step walkthrough
A shop buys an item for $60 and sells it for $75. What is the profit margin percentage?
- Calculate the profit: Selling Price - Cost Price = $75 - $60 = $15
- Divide profit by cost price: $15 / $60
- Convert to percentage: ($15 / $60) x 100
- Calculate: 0.25 x 100 = 25%
Answer: 25%
Learn 8
Compound Percentage
Calculate the result of applying multiple percentage changes in sequence.
Compound percentage problems involve applying multiple percentage changes one after another. Each change is applied to the result of the previous change, not the original value. A 10% increase followed by a 10% increase is NOT a 20% total increase—it's 1.10 × 1.10 = 1.21, or 21%.
After changes of X% then Y%: Final = Original × (1 + X/100) × (1 + Y/100)
- 100 increased by 10% then 20%: 100 × 1.10 × 1.20 = 132 (not 130)
- 200 up 25% then down 20%: 200 × 1.25 × 0.80 = 200 (back to start)
- Price up 50% then down 50%: Not zero! 100 × 1.50 × 0.50 = 75
How to recognize it
- Multiple percentage changes applied in sequence
- Each change applies to the result of the previous
- Keywords: 'then', 'followed by', 'successive'
Common mistakes
- Adding percentages together (10% + 20% = 30%, wrong!)
- Thinking opposite changes cancel out (up 50%, down 50% ≠ original)
- Applying both percentages to the original value
Step-by-step walkthrough
A price of $200 increases by 20%, then decreases by 10%. What is the final price?
- Calculate the multiplier for 20% increase: 1 + 0.20 = 1.20
- Calculate the multiplier for 10% decrease: 1 - 0.10 = 0.90
- Apply both multipliers in sequence: $200 x 1.20 x 0.90
- Calculate step by step: $200 x 1.20 = $240, then $240 x 0.90 = $216
Answer: $216
Learn 9
Combined Rates
Calculate how long tasks take when multiple workers or machines work together.
When multiple workers or machines work together, their rates add up. If Machine A produces 5 units/hour and Machine B produces 3 units/hour, together they produce 8 units/hour. To find time for a task, divide the total work by the combined rate. This also applies to pipes filling tanks or people completing tasks.
Combined Rate = Rate A + Rate B. Time = Total Work / Combined Rate
- A makes 4/hr, B makes 6/hr → Together 10/hr → 50 units take 5 hours
- Pipe A fills in 6 hrs, B in 3 hrs → Rates: 1/6 + 1/3 = 1/2 → Together: 2 hours
- Worker A: 8 items/day, B: 12 items/day → 100 items = 100/20 = 5 days together
How to recognize it
- Multiple workers/machines working simultaneously
- Individual rates are given (units per time)
- Asked for time when working together
Common mistakes
- Averaging rates instead of adding them
- Adding times instead of rates (if A takes 2hr and B takes 3hr, together is NOT 5hr)
- Forgetting to convert to consistent rate units
Step-by-step walkthrough
Pipe A can fill a tank in 4 hours. Pipe B can fill the same tank in 6 hours. How long to fill the tank using both pipes?
- Calculate Pipe A's rate: 1 tank / 4 hours = 1/4 tank per hour
- Calculate Pipe B's rate: 1 tank / 6 hours = 1/6 tank per hour
- Add the rates: 1/4 + 1/6 = 3/12 + 2/12 = 5/12 tank per hour
- Calculate time: 1 tank / (5/12 per hour) = 12/5 = 2.4 hours
Answer: 2.4 hours (or 2 hours 24 minutes)
Learn 10
Average with a Missing Value
Given a target mean and all but one data value, solve for the missing value.
If the arithmetic mean of n values must equal M, then the total sum of the values must equal n · M. To find a missing value, compute the required total (n · M) and subtract the sum of the known values: missing = n · M − Σ(known). This technique applies whenever one item is unknown — the next test score, the final month's sales, a missing measurement — and a target average is specified.
missing = n · M − Σ(known values)
- Four test scores average 80. Three scores are 75, 82, 78. Missing = 4·80 − (75+82+78) = 320 − 235 = 85
- Five months' sales average $10,000. Four months total $38,500. Missing = 5·10000 − 38500 = $11,500
- Six measurements average 12.5. Five sum to 70. Missing = 6·12.5 − 70 = 5
How to recognize it
- A mean is given but one value is unknown
- Keywords: 'target average', 'needs to average', 'what score is required'
- The total count of values n is known
Common mistakes
- Forgetting to multiply the mean by n to get the required total
- Subtracting in the wrong order (known − total instead of total − known)
- Using n − 1 instead of n when counting the total number of values
Learn 11
Combinations
The number of ways to choose k items from n without regard to order.
The number of combinations C(n, k) (also written nCk or 'n choose k') counts the unordered selections of k items from a set of n distinct items. It equals the binomial coefficient n! / (k! · (n − k)!). Combinations differ from permutations (where order matters): C(n, k) = P(n, k) / k!. Symmetry: C(n, k) = C(n, n − k), so choosing k to include is equivalent to choosing n − k to exclude.
C(n, k) = n! / (k! · (n − k)!)
- C(5, 2) = 10 (ten ways to pick 2 from 5, such as {1,2}, {1,3}, ..., {4,5})
- C(10, 3) = 120
- C(52, 5) = 2,598,960 (five-card poker hands)
How to recognize it
- The problem asks 'how many ways' without regard to order
- Keywords: 'choose', 'select', 'committee', 'team', 'hand of cards'
- If rearranging the chosen items yields the same selection, use combinations, not permutations
Common mistakes
- Using permutations when order does not matter
- Forgetting the k! in the denominator
- Confusing C(n, k) with n · k or with n^k
Learn 12
Compound Interest
Interest computed on the principal and on previously accumulated interest, growing geometrically.
Compound interest adds interest to the principal at the end of each compounding period so that the next period earns interest on the larger amount. With principal P, annual interest rate r, compounding n times per year, and time t in years, the final amount is A = P · (1 + r/n)^(n·t). For annual compounding (n = 1) this reduces to A = P · (1 + r)^t. Compound interest grows geometrically (multiplicatively), unlike simple interest which grows linearly.
A = P · (1 + r/n)^(n·t)
- $1,000 at 5% annually for 3 years → A = 1000 · 1.05^3 ≈ $1,157.63
- €500 at 4% compounded quarterly for 2 years → A = 500 · (1.01)^8 ≈ €541.43
- $2,000 at 6% compounded monthly for 1 year → A = 2000 · (1.005)^12 ≈ $2,123.36
How to recognize it
- Problem mentions 'compound', 'compounded monthly/yearly/daily', or 'annual yield'
- Growth multiplies each period rather than adds
- The balance accelerates over time (convex upward curve)
Common mistakes
- Using simple interest when compounding is specified
- Forgetting to divide the rate by the compounding frequency (r/n, not r)
- Using n in place of n·t in the exponent
Learn 13
Currency Conversion
Converting an amount from one currency to another by multiplying by the exchange rate.
An exchange rate expresses how much of currency B you get per unit of currency A. To convert an amount X from currency A to currency B, multiply by the rate: X_B = X_A · rate(A→B). The reverse rate is 1 / rate(A→B). When converting between two currencies that aren't directly quoted, use a cross-rate through a base currency (often USD or EUR): rate(A→C) = rate(A→B) · rate(B→C).
X_B = X_A · rate(A→B); rate(B→A) = 1 / rate(A→B)
- Convert 100 USD to EUR at 1 USD = 0.85 EUR → 100 · 0.85 = 85 EUR
- Convert 500 EUR to USD at 1 USD = 0.85 EUR → 500 / 0.85 ≈ 588.24 USD
- USD → GBP via EUR: 1 USD = 0.85 EUR, 1 EUR = 0.86 GBP → 100 USD = 100 · 0.85 · 0.86 = 73 GBP
How to recognize it
- Problem mentions currencies, exchange rates, or conversions
- A rate like '1 USD = 0.85 EUR' is given
- Questions may require reversing a rate or chaining through a base currency
Common mistakes
- Reversing the direction of the rate (using rate(A→B) when B→A is needed)
- Multiplying when you should divide or vice versa
- Rounding too aggressively before the final answer
Learn 14
Mixture Problem
Compute the concentration of a combined mixture from the concentrations and amounts of its components.
When two solutions with volumes V_1 and V_2 and concentrations c_1 and c_2 are combined, the resulting mixture has volume V_1 + V_2 and concentration c_final = (c_1 · V_1 + c_2 · V_2) / (V_1 + V_2). This is simply a weighted average of the input concentrations, with each concentration weighted by its volume. The same logic extends to three or more components: multiply each component's concentration by its amount, sum, and divide by the total amount.
c_final = Σ(c_i · V_i) / Σ V_i
- Mix 2 L of 10% saline with 3 L of 20% saline → c = (0.10·2 + 0.20·3)/5 = 0.16 = 16%
- Blend 500 g of 40% silver alloy with 300 g of 60% alloy → c = (0.40·500 + 0.60·300)/800 = 47.5%
- Dilute 1 L of 25% sugar solution with 3 L of water (0%) → c = (0.25·1 + 0·3)/4 = 6.25%
How to recognize it
- Two or more amounts with different concentrations are being combined
- Keywords: 'mix', 'blend', 'dilute', 'alloy', 'solution'
- The answer is a combined concentration or a required amount to reach a target
Common mistakes
- Averaging concentrations directly (without weighting by volume)
- Forgetting that adding pure solvent is a component with concentration 0
- Mixing units (mL with L, g with kg)
Learn 15
Probability
The likelihood of an event, expressed as a number between 0 (impossible) and 1 (certain).
For a finite sample space of equally likely outcomes, the probability of an event E is the ratio of favorable outcomes to total outcomes: P(E) = |E| / |S|. Probabilities satisfy Kolmogorov's axioms: 0 ≤ P(E) ≤ 1, P(sample space) = 1, and for mutually exclusive events P(A ∪ B) = P(A) + P(B). For independent events, P(A and B) = P(A) · P(B). Complement rule: P(not E) = 1 − P(E).
P(E) = favorable outcomes / total outcomes; 0 ≤ P(E) ≤ 1
- Rolling a 6 on a fair die → P = 1/6
- Drawing an ace from a 52-card deck → P = 4/52 = 1/13
- Two independent coin flips both heads → P = 1/2 · 1/2 = 1/4
How to recognize it
- The problem asks 'what is the chance' or 'what is the probability'
- A sample space of equally likely outcomes is described (dice, cards, balls in an urn)
- Compound events combine with 'and' (multiply if independent) or 'or' (add if disjoint)
Common mistakes
- Adding probabilities of events that are not mutually exclusive without subtracting overlap
- Multiplying probabilities of events that are not actually independent
- Forgetting the complement rule when the 'at least one' form is easier
Learn 16
Simple Interest
Interest computed only on the original principal, growing linearly with time.
Simple interest is computed as a fixed rate of the original principal for each period, with no compounding. If P is the principal, r is the annual interest rate (expressed as a decimal), and t is the time in years, then the interest earned is I = P · r · t and the final amount is A = P · (1 + r · t). Simple interest grows linearly with time — every year adds the same amount of interest.
I = P · r · t; A = P · (1 + r · t)
- $1,000 at 5% for 3 years → I = 1000 · 0.05 · 3 = $150; A = $1,150
- €500 at 4% for 2 years → I = 500 · 0.04 · 2 = €40; A = €540
- £2,000 at 6% for 6 months (0.5 years) → I = 2000 · 0.06 · 0.5 = £60
How to recognize it
- The problem explicitly states 'simple interest'
- Interest is the same each period (no compounding language)
- Rate is quoted per time unit and you multiply by elapsed time
Common mistakes
- Using the compound interest formula when simple interest is intended
- Forgetting to convert percentage rates to decimals (5% = 0.05)
- Mixing time units (rate annual, time in months without converting)
Learn 17
Speed, Distance, and Time
Using the relationship speed = distance ÷ time to solve for any of the three quantities.
For motion at constant speed, the three quantities distance d, speed v, and time t are linked by d = v · t, from which v = d / t and t = d / v. When speed changes over different legs of a trip, the overall average speed is total distance divided by total time (not a plain average of the individual speeds). Units must be consistent across all three quantities — if distance is in kilometres and time in hours, speed is in km/h.
d = v · t; v = d / t; t = d / v; average speed = total distance / total time
- A car travelling 60 km in 1.5 h has speed 40 km/h
- Walking 5 km at 4 km/h takes 1.25 h (1 h 15 min)
- Leg 1: 30 km at 60 km/h (0.5 h); Leg 2: 30 km at 30 km/h (1.0 h) → average = 60 km / 1.5 h = 40 km/h
How to recognize it
- The problem mentions distance, speed, time, or any two of them
- You are asked to find the unknown third quantity
- Multi-leg trips require total distance and total time for the average speed
Common mistakes
- Averaging speeds directly across different-length legs
- Mixing units (km + miles, hours + minutes)
- Computing v = t / d instead of d / t
Learn 18
Weighted Average
An average in which each value contributes according to its weight, not equally.
The weighted average of values x_1, x_2, ..., x_n with weights w_1, w_2, ..., w_n is defined as x̄ = Σ(w_i · x_i) / Σ w_i. When all weights are equal, the weighted average reduces to the ordinary arithmetic mean. Weighted averages are the correct tool whenever values carry different importance, sample sizes, or frequencies — for example, combining test scores from classes of different sizes, or computing a GPA where each course counts for a given number of credits.
x̄ = Σ(w_i · x_i) / Σ w_i
- Test scores: class A avg 80 (20 students), class B avg 70 (30 students) → weighted avg = (20·80 + 30·70) / 50 = 74
- GPA: A (3 credits), B (4 credits), C (2 credits) → weighted avg uses credits as weights
- Portfolio return: investments weighted by dollar amount invested
How to recognize it
- Values carry different sample sizes, importance, or frequencies
- Keywords: 'weighted', 'by credits', 'weighted by', 'per unit'
- Equal weights → ordinary mean; unequal weights → weighted mean
Common mistakes
- Taking a plain mean when values have different weights
- Forgetting to divide by the sum of weights
- Using counts and values in the wrong positions
Worked examples
The worked examples below preserve the original practice set at every difficulty. Open an example to compare the prompt, answer choices, correct answer, and explanation.