Data Sufficiency

263 questions

Question 1Question

If xx is a nonzero real number, is x24xx>0\frac{x^2 - 4x}{x} > 0?

(1) x>5x > 5
(2) x2>16x^2 > 16

Show answer & explanation

Answer: Statement (1) ALONE is sufficient, but statement (2) alone is not sufficient.

Answer

Statement (1) ALONE is sufficient, but statement (2) alone is not sufficient.
Simplifying the target expression x24xx\frac{x^2 - 4x}{x} for x0x \neq 0 yields x4x - 4. Thus, the question target rephrases to 'Is x>4x > 4?'. Statement (1) states x>5x > 5, which guarantees x>4x > 4, yielding a definitive 'Yes' answer. Statement (2) allows x>4x > 4 or x<4x < -4, yielding both 'Yes' and 'No' outcomes. Therefore, Statement (1) alone is sufficient, but Statement (2) alone is not sufficient.

Step-by-Step Solution

1
Simplify the question stem expression
Since x0x \neq 0, factor out xx from the numerator: x(x4)x=x4\frac{x(x - 4)}{x} = x - 4.
Simplifying the expression reveals the underlying condition required by the question stem.
2
Rephrase the target question
The original question 'Is x24xx>0\frac{x^2 - 4x}{x} > 0?' simplifies to 'Is x4>0x - 4 > 0?', which is equivalent to 'Is x>4x > 4?'.
Target rephrasing turns a fraction inequality into a simple comparison.
3
Evaluate Statement (1): x>5x > 5
If x>5x > 5, then xx is strictly greater than 4. The answer to 'Is x>4x > 4?' is a definitive YES.
Since Statement (1) provides a conclusive 'Yes', Statement (1) alone is sufficient.
4
Evaluate Statement (2): x2>16x^2 > 16
Taking the square root gives x>4|x| > 4, meaning x>4x > 4 or x<4x < -4.
- If x=5x = 5, then x>4x > 4 (YES).
- If x=5x = -5, then x<4x < 4 (NO).
Because Statement (2) allows both 'Yes' and 'No' answers, it is not sufficient.

Key Concept

Question Stem Simplification and Target Rephrasing
Question 2Question

Is xx an integer?

(1) 3x3x is an integer.
(2) 5x5x is an integer.

Show answer & explanation

Answer: BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.

Answer

BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.
Evaluating Statement (1) alone shows xx could be 13\frac{1}{3} (not an integer) or 11 (an integer), so Statement (1) is insufficient. Evaluating Statement (2) alone shows xx could be 15\frac{1}{5} (not an integer) or 11 (an integer), so Statement (2) is insufficient. Taking both statements together, 3x=a3x = a and 5x=b5x = b for integers aa and bb. Subtracting 5x5x from 2(3x)2(3x) yields 6x5x=x=2ab6x - 5x = x = 2a - b. Because integers are closed under multiplication and subtraction, 2ab2a - b must be an integer, confirming that xx is definitively an integer.

Step-by-Step Solution

1
Evaluate Statement (1) independently
If 3x=a3x = a where aa is an integer, then x=a3x = \frac{a}{3}. If a=1a = 1, x=13x = \frac{1}{3} (not an integer). If a=3a = 3, x=1x = 1 (an integer).
Since xx can be either an integer or a non-integer, Statement (1) alone is not sufficient.
2
Evaluate Statement (2) independently
If 5x=b5x = b where bb is an integer, then x=b5x = \frac{b}{5}. If b=1b = 1, x=15x = \frac{1}{5} (not an integer). If b=5b = 5, x=1x = 1 (an integer).
Since xx can be either an integer or a non-integer, Statement (2) alone is not sufficient.
3
Evaluate Statements (1) and (2) together
Since 3x3x and 5x5x are both integers, their linear combination 2(3x)5x=6x5x=x2(3x) - 5x = 6x - 5x = x must also be an integer.
The difference between two integers is always an integer, proving conclusively that xx is an integer.

Key Concept

Linear combinations of real numbers and integer constraints in Data Sufficiency
Estimated Time:1m 0s
Question 3Question

In a GMAT Data Sufficiency 'Value' question asking for the numerical value of x+yx + y, a statement that establishes that x+yx + y can equal either 55 or 5-5 is considered sufficient.

Show answer & explanation

Answer: False

Answer

False
The assertion is false because GMAT 'Value' Data Sufficiency questions require finding a single, unique numerical value for the target expression. Obtaining two possible values (55 or 5-5) means the value is not uniquely determined, rendering the statement insufficient.

Step-by-Step Solution

1
Identify the question type as a 'Value' Data Sufficiency problem.
The target requirement is to find one unique numerical value for x+yx + y.
Value DS questions require absolute numerical uniqueness.
2
Evaluate the information provided by the statement.
The statement yields two possible values: 55 and 5-5.
Having multiple values means the exact value of x+yx + y cannot be uniquely determined.
3
Determine sufficiency.
Since two distinct values exist, the statement is insufficient, making the assertion false.
Sufficiency in Value DS strictly demands a single unique outcome.

Key Concept

Value Data Sufficiency Decision Logic
Estimated Time:1m 0s
Question 4Question

For all non-zero real numbers aa and bb with ab|a| \neq |b|, the Data Sufficiency Yes/No target question "Is a2b2ab>0\frac{a^2 - b^2}{ab} > 0?" is algebraically equivalent to asking whether aa and bb have the same sign when a>b|a| > |b|, or different signs when a<b|a| < |b|.

Show answer & explanation

Answer: True

Answer

True. The rephrased question accurately state the necessary and sufficient conditions for the fraction a2b2ab\frac{a^2 - b^2}{ab} to be positive.
The quotient a2b2ab\frac{a^2 - b^2}{ab} is positive when both a2b2a^2 - b^2 and abab are positive, or when both are negative. If aa and bb have the same sign (ab>0ab > 0), then a2b2>0a^2 - b^2 > 0, which simplifies to a2>b2a^2 > b^2 or a>b|a| > |b|. If aa and bb have different signs (ab<0ab < 0), then a2b2<0a^2 - b^2 < 0, which simplifies to a2<b2a^2 < b^2 or a<b|a| < |b|. Hence, the statement correctly describes the target simplification.

Step-by-Step Solution

1
Set up the quotient inequality condition
The fraction a2b2ab>0\frac{a^2 - b^2}{ab} > 0 holds when numerator a2b2a^2 - b^2 and denominator abab have matching signs.
For any real fraction ND>0\frac{N}{D} > 0, either (N>0N > 0 and D>0D > 0) or (N<0N < 0 and D<0D < 0).
2
Analyze Case 1 where denominator ab>0ab > 0
aa and bb have the same sign. In this case, a2b2ab>0    a2b2>0    a>b\frac{a^2 - b^2}{ab} > 0 \implies a^2 - b^2 > 0 \implies |a| > |b|.
When ab>0ab > 0, multiplying both sides of the inequality by abab preserves the inequality sign.
3
Analyze Case 2 where denominator ab<0ab < 0
aa and bb have different signs. In this case, a2b2ab>0    a2b2<0    a<b\frac{a^2 - b^2}{ab} > 0 \implies a^2 - b^2 < 0 \implies |a| < |b|.
When ab<0ab < 0, multiplying both sides of the inequality by abab flips the inequality direction.
4
Combine the cases to evaluate the target rephrasing
The target question simplifies to: "Do aa and bb have the same sign with a>b|a| > |b|, or opposite signs with a<b|a| < |b|?"
Both cases together form the complete rephrased condition for the original statement to be true.

Key Concept

Algebraic Rephrasing of Quotients involving Absolute Values and Variable Signs
Question 5Question

If xx is a positive real number, is xx an integer?

(1) x3x^3 is an integer.
(2) x5x^5 is an integer.

Show answer & explanation

Answer: BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.

Answer

BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.
Evaluating each statement independently leaves open the possibility that xx is an irrational root like 23\sqrt[3]{2} or 25\sqrt[5]{2}, making neither statement alone sufficient. Combining both statements allows us to express xx as (x3)2x5\frac{(x^3)^2}{x^5}. Because both x3x^3 and x5x^5 are integers, xx must be a rational number. For any rational number whose cube is an integer, its denominator must equal 1, which proves conclusively that xx is an integer. Thus, both statements together are sufficient.

Step-by-Step Solution

1
Evaluate Statement (1) independently.
Statement (1) is insufficient.
If x=2x = 2, then x3=8x^3 = 8 (an integer), so xx is an integer (Yes). However, if x=23x = \sqrt[3]{2}, then x3=2x^3 = 2 (an integer), but xx is not an integer (No). Since both Yes and No answers are possible, Statement (1) alone is not sufficient.
2
Evaluate Statement (2) independently.
Statement (2) is insufficient.
If x=2x = 2, then x5=32x^5 = 32 (an integer), so xx is an integer (Yes). However, if x=25x = \sqrt[5]{2}, then x5=2x^5 = 2 (an integer), but xx is not an integer (No). Since both Yes and No answers are possible, Statement (2) alone is not sufficient.
3
Combine Statement (1) and Statement (2).
The combined statements are sufficient.
Notice that (x3)2x5=x6x5=x\frac{(x^3)^2}{x^5} = \frac{x^6}{x^5} = x. Since x3x^3 is an integer, (x3)2(x^3)^2 is also an integer. Since x5x^5 is an integer, x=(x3)2x5x = \frac{(x^3)^2}{x^5} is the ratio of two integers, meaning xx must be a rational number. If x=abx = \frac{a}{b} in simplest form where aa and bb are positive integers with gcd(a,b)=1\gcd(a,b)=1, then x3=a3b3x^3 = \frac{a^3}{b^3} being an integer implies b3=1b^3 = 1, so b=1b = 1. Thus, x=ax = a, which means xx must be an integer. This yields a definitive 'Yes' answer.

Key Concept

Integer constraints versus real numbers in Data Sufficiency and quotient relationships of exponent powers
Question 6Question

If xx and yy are positive integers, is x3y3x^3 - y^3 divisible by 33?

(1) x+2yx + 2y is divisible by 33.
(2) x2y2x^2 - y^2 is divisible by 33.

Show answer & explanation

Answer: Statement (1) ALONE is sufficient, but statement (2) alone is not sufficient.

Answer

Statement (1) ALONE is sufficient, but statement (2) alone is not sufficient.
The question asks whether x3y3x^3 - y^3 is divisible by 3. By Fermat's Little Theorem or factoring a3a=a(a1)(a+1)a^3 - a = a(a-1)(a+1) (the product of three consecutive integers, always divisible by 3), any integer cubed has the same remainder when divided by 3 as the integer itself (a3a(mod3)a^3 \equiv a \pmod 3). Therefore, x3y3x^3 - y^3 is a multiple of 3 if and only if xyx - y is a multiple of 3. Statement (1) specifies that x+2yx + 2y is divisible by 3. We can rewrite x+2yx + 2y as (xy)+3y(x - y) + 3y. Because 3y3y is automatically a multiple of 3, (xy)(x - y) must also be divisible by 3. This yields a definitive 'Yes', so Statement (1) alone is sufficient. Statement (2) states that x2y2=(xy)(x+y)x^2 - y^2 = (x - y)(x + y) is divisible by 3. Because 3 is prime, this requires 3 to divide either (xy)(x - y) or (x+y)(x + y). If x=4,y=1x = 4, y = 1, 3 divides (xy)=3(x - y) = 3, giving a 'Yes'. If x=2,y=1x = 2, y = 1, 3 divides (x+y)=3(x + y) = 3 while (xy)=1(x - y) = 1, giving x3y3=7x^3 - y^3 = 7, which is a 'No'. Hence, Statement (2) alone is not sufficient.

Step-by-Step Solution

1
Rephrase the question stem using algebraic modular properties.
Since a3a(mod3)a^3 \equiv a \pmod 3 for any integer aa, x3y3xy(mod3)x^3 - y^3 \equiv x - y \pmod 3. Thus, x3y3x^3 - y^3 is divisible by 3 if and only if xyx - y is divisible by 3.
Simplifying the target expression reduces the problem to determining whether 3 divides (xy)(x - y).
2
Evaluate Statement (1): x+2yx + 2y is divisible by 3.
x+2y=(xy)+3yx + 2y = (x - y) + 3y. Since 3y3y is always a multiple of 3, (x+2y)(x + 2y) is divisible by 3 if and only if (xy)(x - y) is divisible by 3.
This guarantees a definitive 'Yes' to the target question. Statement (1) alone is SUFFICIENT.
3
Evaluate Statement (2): x2y2x^2 - y^2 is divisible by 3.
x2y2=(xy)(x+y)x^2 - y^2 = (x - y)(x + y). Since 3 is prime, 3 must divide (xy)(x - y) or (x+y)(x + y). If x=4,y=1x = 4, y = 1, then x2y2=15x^2 - y^2 = 15 (divisible by 3) and x3y3=63x^3 - y^3 = 63 (divisible by 3) -> YES. If x=2,y=1x = 2, y = 1, then x2y2=3x^2 - y^2 = 3 (divisible by 3), but x3y3=7x^3 - y^3 = 7 (NOT divisible by 3) -> NO.
Statement (2) yields both 'Yes' and 'No' cases. Statement (2) alone is NOT SUFFICIENT.

Key Concept

Divisibility and Modular Congruences in Integer Properties
Estimated Time:2m 0s
Question 7Question

For all real numbers xx and yy such that xy0xy \neq 0 and xy|x| \neq |y|, the Data Sufficiency Yes/No target question "Is x2yxy2x3yxy3>0\frac{x^2 y - x y^2}{x^3 y - x y^3} > 0?" is algebraically equivalent to asking "Is x+y>0x + y > 0?".

Show answer & explanation

Answer: True

Answer

The statement is True because algebraic factorization and cancellation simplify the target inequality directly to asking whether x+y>0x + y > 0.
The statement is True. Factoring the given expression yields xy(xy)xy(xy)(x+y)\frac{xy(x - y)}{xy(x - y)(x + y)}, which simplifies to 1x+y\frac{1}{x + y}. The inequality 1x+y>0\frac{1}{x + y} > 0 is satisfied if and only if x+y>0x + y > 0.

Step-by-Step Solution

1
Factor the numerator of the rational expression in the target question.
x2yxy2=xy(xy)x^2 y - x y^2 = xy(x - y)
Extract the greatest common monomial factor xyxy.
2
Factor the denominator of the rational expression.
x3yxy3=xy(x2y2)=xy(xy)(x+y)x^3 y - x y^3 = xy(x^2 - y^2) = xy(x - y)(x + y)
Extract xyxy and then apply the difference of squares formula x2y2=(xy)(x+y)x^2 - y^2 = (x - y)(x + y).
3
Cancel common factors between the numerator and denominator.
xy(xy)xy(xy)(x+y)=1x+y\frac{xy(x - y)}{xy(x - y)(x + y)} = \frac{1}{x + y}
Since xy0xy \neq 0 and xy|x| \neq |y|, xy(xy)0xy(x - y) \neq 0, allowing safe cancellation.
4
Rephrase the target inequality 1x+y>0\frac{1}{x + y} > 0.
1x+y>0    x+y>0\frac{1}{x + y} > 0 \iff x + y > 0
A unit fraction is positive if and only if its denominator is strictly positive.

Key Concept

Target stem simplification via algebraic factoring and difference of squares
Question 8Question

When evaluating Statement (2) in a GMAT Data Sufficiency question, information introduced solely in Statement (1) may be used to analyze Statement (2) as long as Statement (1) is independently insufficient.

Show answer & explanation

Answer: False

Answer

The statement is false. Statement (2) must always be evaluated in complete isolation from Statement (1).
The statement is false because GMAT Data Sufficiency rules require that Statement (2) be evaluated completely independently of Statement (1). Information from Statement (1) cannot be used to help evaluate Statement (2) alone; the two statements are only combined during a joint evaluation stage if both statements have already been proven insufficient on their own.

Step-by-Step Solution

1
Recall the fundamental rule of statement evaluation in GMAT Data Sufficiency.
Statement (1) and Statement (2) must each be evaluated independently of one another.
This determines whether either statement alone is sufficient to answer the question before any combination is attempted.
2
Analyze whether information from Statement (1) can be carried over when evaluating Statement (2).
No information, variables, or constraints given in Statement (1) may carry over into the evaluation of Statement (2).
Statement (2) must be tested on its own merits as if Statement (1) did not exist.
3
Identify when statement combination is allowed.
Combining Statement (1) and Statement (2) occurs only after both Statement (1) alone and Statement (2) alone have been determined to be insufficient.
Combining prematurely leads to false sufficiency conclusions.

Key Concept

Statement Independence in Data Sufficiency
Question 9Question

In a GMAT Data Sufficiency problem, if Statement (1) alone does not provide sufficient information to answer the question stem, but Statement (2) alone provides sufficient information, combining both statements is required to establish overall sufficiency.

Show answer & explanation

Answer: False

Answer

The statement is False. Statement (2) alone is evaluated independently of Statement (1). If Statement (2) alone provides sufficient information to answer the question stem, it is sufficient by itself, and combining both statements is neither required nor correct.
The statement is false because Data Sufficiency evaluation follows a strict sequence: evaluate Statement 1 alone, evaluate Statement 2 alone (disregarding Statement 1), and only combine the statements if both individual statements are insufficient. When Statement 2 alone is sufficient, no statement combination is needed.

Step-by-Step Solution

1
Evaluate Statement (1) independently
Statement (1) is determined to be insufficient.
Each statement must first be evaluated on its own merits without relying on information from the other statement.
2
Evaluate Statement (2) independently
Statement (2) is determined to be sufficient.
Statement (2) must be evaluated without carrying over any information or constraints from Statement (1).
3
Determine the Data Sufficiency decision logic outcome
Since Statement (2) alone is sufficient while Statement (1) alone is not, the evaluation stops and Statement (2) alone is the correct outcome.
Combining statements is reserved exclusively for scenarios where neither statement alone is sufficient to answer the question stem.

Key Concept

Statement Independence and Data Sufficiency Decision Logic
Question 10Question

Is the integer nn odd?

(1) nn is a multiple of 4.
(2) n>5n > 5

Show answer & explanation

Answer: Statement (1) ALONE is sufficient, but statement (2) alone is not sufficient.

Answer

Statement (1) ALONE is sufficient, but statement (2) alone is not sufficient.
Statement (1) tells us that nn is a multiple of 4, which guarantees that nn is even. This allows us to answer the question 'Is nn odd?' with a definitive and unambiguous 'No'. In Data Sufficiency Yes/No questions, a consistent 'No' answer means the statement is sufficient. Statement (2) allows nn to be 6 (even) or 7 (odd), yielding both 'No' and 'Yes' responses, so it is insufficient. Therefore, the statement stating that Statement (1) ALONE is sufficient, but Statement (2) alone is not sufficient, is the correct choice.

Step-by-Step Solution

1
Understand the decision rule for Yes/No Data Sufficiency questions.
A statement is sufficient if it yields a consistent 'Yes' OR a consistent 'No'. It is insufficient only if it yields 'Yes' for some values and 'No' for others.
Data Sufficiency requires determinacy, not necessarily an affirmative response.
2
Evaluate Statement (1): nn is a multiple of 4.
Any multiple of 4 can be written as n=4kn = 4k for some integer kk, which is divisible by 2 and therefore even. Since nn is even, the answer to 'Is nn odd?' is a definitive 'No'.
Since the answer is always 'No', Statement (1) alone is SUFFICIENT.
3
Evaluate Statement (2): n>5n > 5.
If n=6n = 6, nn is even (Answer: No). If n=7n = 7, nn is odd (Answer: Yes). Since both 'Yes' and 'No' are possible, Statement (2) alone is INSUFFICIENT.
Statement (2) does not fix the parity of nn.

Key Concept

In Yes/No Data Sufficiency questions, a statement that conclusively answers 'No' to the question stem is SUFFICIENT.
Question 11Question

A total of 3030 tourists visited a city, and each tourist visited Museum X, Museum Y, or both. How many of the tourists visited both Museum X and Museum Y?

(1) 2020 of the tourists visited Museum X.
(2) 1515 of the tourists visited Museum Y.

Show answer & explanation

Answer: BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.

Answer

BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.
The correct option states that both statements together are sufficient, but neither statement alone is sufficient. By applying the formula Total=Set A+Set BBoth\text{Total} = \text{Set A} + \text{Set B} - \text{Both}, we see that knowing the total (3030) along with both individual sets (2020 and 1515) allows us to solve for the overlap uniquely (55). Neither statement alone provides both set totals.

Step-by-Step Solution

1
Rephrase the question stem using the overlapping set formula.
The total number of tourists is given by Total=N(X)+N(Y)N(XY)\text{Total} = N(X) + N(Y) - N(X \cap Y), where Total=30\text{Total} = 30. To find N(XY)N(X \cap Y), we need the sum N(X)+N(Y)N(X) + N(Y).
Establishing the algebraic relation clarifies what specific information is required from the statements.
2
Evaluate Statement (1) independently.
Statement (1) gives N(X)=20N(X) = 20. Substituting into the equation gives 30=20+N(Y)N(XY)N(XY)=N(Y)1030 = 20 + N(Y) - N(X \cap Y) \Rightarrow N(X \cap Y) = N(Y) - 10. Since N(Y)N(Y) is unknown, N(XY)N(X \cap Y) cannot be determined.
Determines whether Statement (1) alone yields a unique answer.
3
Evaluate Statement (2) independently.
Statement (2) gives N(Y)=15N(Y) = 15. Substituting into the equation gives 30=N(X)+15N(XY)N(XY)=N(X)1530 = N(X) + 15 - N(X \cap Y) \Rightarrow N(X \cap Y) = N(X) - 15. Since N(X)N(X) is unknown, N(XY)N(X \cap Y) cannot be determined.
Determines whether Statement (2) alone yields a unique answer.
4
Evaluate both statements together.
Combining Statement (1) and Statement (2) provides N(X)=20N(X) = 20 and N(Y)=15N(Y) = 15. Plugging both into the formula: 30=20+15N(XY)30=35N(XY)N(XY)=530 = 20 + 15 - N(X \cap Y) \Rightarrow 30 = 35 - N(X \cap Y) \Rightarrow N(X \cap Y) = 5. This gives a single, unique value.
Determines if combining both statements provides sufficient information.

Key Concept

Two-Group Overlapping Sets Principle
Estimated Time:1m 0s
Question 12Question

A set consists of 55 numbers. What is the arithmetic mean of the 55 numbers?

(1) The sum of the 55 numbers is 4545.
(2) The median of the 55 numbers is 99 and the range of the 55 numbers is 88.

Show answer & explanation

Answer: Statement (1) ALONE is sufficient, but statement (2) alone is not sufficient.

Answer

Statement (1) ALONE is sufficient, but statement (2) alone is not sufficient.
The mean of a dataset of nn items is defined as the sum of all elements divided by nn. Since n=5n = 5, knowing that the sum of the 55 numbers is 4545 immediately gives the mean as 45/5=945 / 5 = 9. Thus, the first statement provides sufficient information on its own. Conversely, knowing only the median and range allows for multiple distinct sets of numbers with different total sums and arithmetic means, making the second statement insufficient.

Step-by-Step Solution

1
Rephrase the question stem
The arithmetic mean of 55 numbers is equal to Sum of numbers5\frac{\text{Sum of numbers}}{5}. Thus, knowing the sum of the 55 numbers is necessary and sufficient to find the mean.
By definition, Mean=Sumn\text{Mean} = \frac{\text{Sum}}{n} where n=5n = 5.
2
Evaluate Statement (1)
Statement (1) gives Sum=45\text{Sum} = 45. Therefore, Mean=455=9\text{Mean} = \frac{45}{5} = 9. This gives a unique value.
Statement (1) alone provides all required information.
3
Evaluate Statement (2)
Consider two possible sets with median 99 and range 88: Set X = {5,9,9,9,13}\{5, 9, 9, 9, 13\} (Sum = 4545, Mean = 99) and Set Y = {5,5,9,13,13}\{5, 5, 9, 13, 13\} (Sum = 4545, Mean = 99), but also Set Z = {5,6,9,10,13}\{5, 6, 9, 10, 13\} (Sum = 4343, Mean = 8.68.6). Since the mean is not uniquely determined, Statement (2) is not sufficient.
Median and range leave the remaining elements and the overall sum indeterminate.

Key Concept

Arithmetic Mean Definition in Data Sufficiency
Question 13Question

In a cohort of NN financial analysts, every analyst tracks at least one of two asset classes: Equities or Bonds. The mean number of years of experience for analysts who track Equities is 12 years, and the mean number of years of experience for analysts who track Bonds is 18 years. Is the mean number of years of experience for all NN analysts in the cohort strictly greater than 15 years?

(1) The mean number of years of experience for analysts who track both Equities and Bonds is 15 years.
(2) The number of analysts who track Bonds only is strictly greater than the number of analysts who track Equities only.

Show answer & explanation

Answer: BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.

Answer

Both statements together are sufficient to answer the question, but neither statement alone is sufficient.
Rephrasing the question stem shows that the overall mean is greater than 15 if and only if 3(yx)+(15mˉ)z>03(y - x) + (15 - \bar{m})z > 0, where xx is analysts tracking Equities only, yy is analysts tracking Bonds only, zz is analysts tracking both, and mˉ\bar{m} is the mean experience of the overlap group. Statement (1) gives mˉ=15\bar{m} = 15, simplifying the target to y>xy > x, which is insufficient alone. Statement (2) gives y>xy > x, which is insufficient alone because mˉ\bar{m} is unknown. Combined, Statement (1) simplifies the target to y>xy > x and Statement (2) confirms y>xy > x, yielding a definitive 'Yes'.

Step-by-Step Solution

1
Define variables and set up the expression for the total sum of experience and overall mean.
Let xx be the number of analysts tracking Equities only, yy be the number of analysts tracking Bonds only, and zz be the number of analysts tracking both. Total analysts N=x+y+zN = x + y + z.
Sum of experience for Equities group: SE=12(x+z)S_E = 12(x+z).
Sum of experience for Bonds group: SB=18(y+z)S_B = 18(y+z).
Let mˉ\bar{m} be the mean experience of the zz analysts tracking both, so their total experience is zmˉz\bar{m}.
Total experience Stotal=SE+SBzmˉ=12x+18y+(30mˉ)zS_{total} = S_E + S_B - z\bar{m} = 12x + 18y + (30 - \bar{m})z.
Overlapping sets counting principle requires subtracting the overlap sum so double-counted individuals are accounted for correctly.
2
Rephrase the target question stem inequality.
The overall mean is Mˉ=StotalN=12x+18y+(30mˉ)zx+y+z\bar{M} = \frac{S_{total}}{N} = \frac{12x + 18y + (30 - \bar{m})z}{x + y + z}.
The question asks if Mˉ>15\bar{M} > 15:
12x+18y+(30mˉ)zx+y+z>15\frac{12x + 18y + (30 - \bar{m})z}{x + y + z} > 15
12x+18y+(30mˉ)z>15x+15y+15z12x + 18y + (30 - \bar{m})z > 15x + 15y + 15z
3y3x+(15mˉ)z>0    3(yx)+(15mˉ)z>03y - 3x + (15 - \bar{m})z > 0 \iff 3(y - x) + (15 - \bar{m})z > 0
Simplifying the target question algebraically reveals the exact algebraic condition required to determine sufficiency.
3
Evaluate Statement (1) alone.
Statement (1) states mˉ=15\bar{m} = 15.
Substituting mˉ=15\bar{m} = 15 into the rephrased inequality yields 3(yx)+(1515)z>0    3(yx)>0    y>x3(y - x) + (15 - 15)z > 0 \iff 3(y - x) > 0 \iff y > x.
Since we do not know whether y>xy > x or yxy \leq x, Statement (1) alone is NOT sufficient.
Knowing the mean of the overlap eliminates the zz term but leaves the relationship between xx and yy unknown.
4
Evaluate Statement (2) alone.
Statement (2) states y>xy > x.
Without knowing the value of mˉ\bar{m} (the mean of the overlapping group), if mˉ\bar{m} is very large (e.g., mˉ=50\bar{m} = 50), then (15mˉ)z(15 - \bar{m})z could be negative enough to make 3(yx)+(15mˉ)z<03(y - x) + (15 - \bar{m})z < 0. Thus, Statement (2) alone is NOT sufficient.
Without information about the overlapping group's mean, the sign of 3(yx)+(15mˉ)z3(y - x) + (15 - \bar{m})z cannot be determined.
5
Evaluate Statements (1) and (2) together.
From Statement (1), the condition simplifies to y>xy > x.
From Statement (2), we are explicitly given that y>xy > x.
Therefore, together the statements definitively prove that the overall mean is strictly greater than 15 years (Yes). Both statements together are SUFFICIENT.
Combining both statements satisfies the rephrased target condition completely.

Key Concept

Overlapping Sets and Weighted Averages in Data Sufficiency
Estimated Time:2m 0s
Question 14Question

If xx is a real number, is x24<5|x^2 - 4| < 5?

(1) x1<2|x - 1| < 2
(2) x+1<3|x + 1| < 3

Which of the following choices correctly describes the sufficiency of the statements?

Show answer & explanation

Answer: Statement (1) ALONE is sufficient, but statement (2) alone is not sufficient.

Answer

Statement (1) ALONE is sufficient, but statement (2) alone is not sufficient.
Rephrasing the question target x24<5|x^2 - 4| < 5 gives 5<x24<5    1<x2<9-5 < x^2 - 4 < 5 \implies -1 < x^2 < 9. Since x20x^2 \ge 0 for all real numbers, the condition reduces to x2<9x^2 < 9, or 3<x<3-3 < x < 3.

Statement (1) states x1<2|x - 1| < 2, which translates to 2<x1<2    1<x<3-2 < x - 1 < 2 \implies -1 < x < 3. Any number xx in (1,3)(-1, 3) automatically satisfies 3<x<3-3 < x < 3, giving a definitive 'Yes'. Hence, Statement (1) alone is sufficient.

Statement (2) states x+1<3|x + 1| < 3, which translates to 3<x+1<3    4<x<2-3 < x + 1 < 3 \implies -4 < x < 2. If x=0x = 0, xx is in (3,3)(-3, 3) ('Yes'); if x=3.5x = -3.5, xx is not in (3,3)(-3, 3) ('No'). Because both 'Yes' and 'No' are possible, Statement (2) alone is not sufficient.

Therefore, the statement indicating that Statement (1) alone is sufficient, but Statement (2) alone is not sufficient, is the correct choice.

Step-by-Step Solution

1
Rephrase the target question stem algebraically.
The target inequality x24<5|x^2 - 4| < 5 is equivalent to 5<x24<5-5 < x^2 - 4 < 5. Adding 4 yields 1<x2<9-1 < x^2 < 9. Since x20x^2 \ge 0 for all real numbers, 1<x2-1 < x^2 is always true. Thus, the target question simplifies to whether x2<9x^2 < 9, which means 3<x<3-3 < x < 3.
Simplifying the question stem simplifies evaluating the statement ranges.
2
Evaluate Statement (1): x1<2|x - 1| < 2.
Expanding the absolute value gives 2<x1<2-2 < x - 1 < 2, which simplifies to 1<x<3-1 < x < 3. Every value of xx in the interval (1,3)(-1, 3) is strictly inside (3,3)(-3, 3). Thus, Statement (1) guarantees a definitive 'Yes'.
Since Statement (1) provides a single definitive answer ('Yes'), Statement (1) alone is sufficient.
3
Evaluate Statement (2): x+1<3|x + 1| < 3.
Expanding the absolute value gives 3<x+1<3-3 < x + 1 < 3, which simplifies to 4<x<2-4 < x < 2. If x=0x = 0, then 3<0<3-3 < 0 < 3 is true ('Yes'). If x=3.5x = -3.5, then (3.5)24=12.254=8.25<5|(-3.5)^2 - 4| = |12.25 - 4| = 8.25 < 5 is false ('No').
Since Statement (2) allows both 'Yes' and 'No' answers, Statement (2) alone is not sufficient.

Key Concept

Rephrasing absolute value inequality bounds in Data Sufficiency questions
Question 15Question

A survey recorded the monthly electricity costs of 60 small business workshops. Each workshop operated during Shift X, Shift Y, or both shifts. Exactly 35 workshops operated during Shift X, and exactly 40 workshops operated during Shift Y. What was the median monthly electricity cost among all 60 workshops?

(1) For the workshops that operated ONLY during Shift X, the monthly electricity cost was 400perworkshop,andfortheworkshopsthatoperatedONLYduringShiftY,themonthlyelectricitycostwas400 per workshop, and for the workshops that operated ONLY during Shift Y, the monthly electricity cost was 600 per workshop.

(2) For the workshops that operated during BOTH shifts, the median monthly electricity cost was 500,andthetotalmonthlyelectricitycostforall60workshopscombinedwas500, and the total monthly electricity cost for all 60 workshops combined was 30,000.

Show answer & explanation

Answer: Statements (1) and (2) TOGETHER are NOT sufficient.

Answer

Statements (1) and (2) TOGETHER are NOT sufficient.
The correct option identifies that even when both statements are combined, the internal distribution of costs in the overlapping group allows for multiple overall medians (such as 500and500 and 600). Therefore, the statements together remain insufficient.

Step-by-Step Solution

1
Determine subgroup counts using the Principle of Inclusion-Exclusion.
Total workshops N=60N = 60. N(X)=35N(X) = 35, N(Y)=40N(Y) = 40. Since every workshop is in XX or YY, N(XY)=60N(X \cup Y) = 60. Thus, N(XY)=35+4060=15N(X \cap Y) = 35 + 40 - 60 = 15. Workshops in ONLY X=3515=20X = 35 - 15 = 20. Workshops in ONLY Y=4015=25Y = 40 - 15 = 25.
Rephrasing the stem establishes the exact count of elements in each of the three disjoint set categories.
2
Evaluate Statement (1) alone.
The 20 ONLY XX workshops cost 400each,andthe25ONLY400 each, and the 25 ONLY Y workshopscost workshops cost 600 each. However, the costs of the 15 BOTH workshops are completely unknown. The overall median (the average of the 30th and 31st values in sorted order) could be 400(ifallBOTHcostsarelow)or400 (if all BOTH costs are low) or 600 (if all BOTH costs are high).
Without data on the overlapping subgroup, the median cannot be uniquely determined.
3
Evaluate Statement (2) alone.
Statement (2) provides the median (500)andsum(500) and sum ( 7,000) for the 15 BOTH workshops, as well as the total sum (30,000),butgivesnocostvaluesfortheONLY30,000), but gives no cost values for the ONLY X orONLY or ONLY Y$ workshops.
Without specific values for the single-shift groups, Statement (2) is insufficient.
4
Evaluate Statements (1) and (2) together.
From Statement (1), the sum of ONLY XX and ONLY YY workshops is 20(400)+25(600)=8,000+15,000=23,00020(400) + 25(600) = 8,000 + 15,000 = 23,000. From Statement (2), total sum is 30,00030,000, so the 15 BOTH workshops sum to 30,00023,000=7,00030,000 - 23,000 = 7,000, with a median of 500500.
Case A: If 1 BOTH workshop has cost 00 and 14 have cost 500500 (median = 500500, sum = 7,0007,000), the 60 sorted values consist of 1 zero, 20 values of 400400, 14 values of 500500, and 25 values of 600600. The 30th and 31st values are both 500500, so overall median = 500500.
Case B: If 7 BOTH workshops have cost 00, 1 has cost 500500, and 7 have cost 642.85642.85 (median = 500500, sum = 7,0007,000), the sorted values put the 20 values of 400400 in positions 8–27, the single 500500 at position 28, and the 25 values of 600600 in positions 29–53. The 30th and 31st values are both 600600, so overall median = 600600.
Since the overall median can be 500500 or 600600 depending on how the costs within the overlapping group are distributed, both statements combined are insufficient.

Key Concept

Overlapping Sets and Data Sufficiency for Position-Based Measures (Median)
Question 16Question

If xx and yy are real numbers such that x3yx \neq 3y, what is the value of x+3yx + 3y?

(1) x2+6xy+9y2=49x^2 + 6xy + 9y^2 = 49
(2) x29y2=12(x3y)x^2 - 9y^2 = 12(x - 3y)

Show answer & explanation

Answer: Statement (2) ALONE is sufficient, but statement (1) alone is not sufficient.

Answer

Statement (2) ALONE is sufficient, but statement (1) alone is not sufficient.
Statement (1) simplifies to (x+3y)2=49(x + 3y)^2 = 49, which means x+3yx + 3y could be 77 or 7-7, so it is not sufficient. Statement (2) factors as (x3y)(x+3y)=12(x3y)(x - 3y)(x + 3y) = 12(x - 3y). Given x3yx \neq 3y, dividing both sides by (x3y)(x - 3y) uniquely determines x+3y=12x + 3y = 12. Thus, Statement (2) alone is sufficient while Statement (1) alone is not.

Step-by-Step Solution

1
Analyze Statement (1) algebraically
The expression x2+6xy+9y2x^2 + 6xy + 9y^2 is a perfect square trinomial equal to (x+3y)2(x + 3y)^2. Therefore, (x+3y)2=49(x + 3y)^2 = 49, which gives x+3y=7x + 3y = 7 or x+3y=7x + 3y = -7.
Because there are two distinct valid values for x+3yx + 3y, Statement (1) alone does not provide a unique value.
2
Analyze Statement (2) algebraically
The left side x29y2x^2 - 9y^2 factors as (x3y)(x+3y)(x - 3y)(x + 3y). The equation becomes (x3y)(x+3y)=12(x3y)(x - 3y)(x + 3y) = 12(x - 3y).
Since the stem specifies x3yx \neq 3y, we know x3y0x - 3y \neq 0, allowing us to divide both sides by (x3y)(x - 3y) without dividing by zero.
3
Solve the simplified equation from Statement (2)
Dividing gives x+3y=12x + 3y = 12.
This yields a single, unique value for the target expression x+3yx + 3y, making Statement (2) alone sufficient.

Key Concept

Algebraic Stem Rephrasing and Quadratic Degree Evaluation in Data Sufficiency
Estimated Time:1m 30s
Question 17Question

If xx and yy are real numbers, what is the value of xy\frac{x}{y}?

(1) x2yxy2=12x^2 y - x y^2 = 12
(2) xy=3x - y = 3

Show answer & explanation

Answer: Statements (1) and (2) TOGETHER are NOT sufficient.

Answer

Statements (1) and (2) TOGETHER are NOT sufficient.
Combining Statement (1) and Statement (2) allows substituting xy=3x - y = 3 into xy(xy)=12xy(x - y) = 12, yielding xy=4xy = 4. Solving the system xy=3x - y = 3 and xy=4xy = 4 gives two valid real solution pairs: (4,1)(4, 1) and (1,4)(-1, -4). The quotient xy\frac{x}{y} evaluates to 44 in the first case and 14\frac{1}{4} in the second case. Because a unique numerical value for xy\frac{x}{y} cannot be determined, the statements together are not sufficient.

Step-by-Step Solution

1
Evaluate Statement (1) independently.
Factor Statement (1): xy(xy)=12xy(x - y) = 12. Many pairs of real numbers (x,y)(x, y) satisfy this, such as (4,1)(4, 1) which gives xy=4\frac{x}{y} = 4, or (3,1)(3, 1) which gives 3(1)(2)=6123(1)(2) = 6 \neq 12. For (4,1)(4, 1), xy=4\frac{x}{y} = 4. For (x,y)=(2,1)(x, y) = (2, -1), 2(1)(3)=6122(-1)(3) = -6 \neq 12. However, choosing x=3+172x = \frac{3 + \sqrt{17}}{2} and y=3+172y = \frac{-3 + \sqrt{17}}{2} gives a different ratio. Since xy\frac{x}{y} can take infinitely many values, Statement (1) is not sufficient.
A single equation with two variables generally allows infinitely many solutions.
2
Evaluate Statement (2) independently.
Statement (2) gives xy=3x - y = 3. If x=4x = 4 and y=1y = 1, then xy=4\frac{x}{y} = 4. If x=5x = 5 and y=2y = 2, then xy=2.5\frac{x}{y} = 2.5. Since multiple values for xy\frac{x}{y} exist, Statement (2) is not sufficient.
A linear difference condition alone does not fix the ratio of two unknown quantities.
3
Evaluate Statements (1) and (2) combined.
Substitute xy=3x - y = 3 into xy(xy)=12xy(x - y) = 12 to get 3xy=12    xy=43xy = 12 \implies xy = 4. Express yy as x3x - 3 and substitute into xy=4xy = 4: x(x3)=4    x23x4=0    (x4)(x+1)=0x(x - 3) = 4 \implies x^2 - 3x - 4 = 0 \implies (x - 4)(x + 1) = 0. This yields two real solutions for xx: x=4x = 4 or x=1x = -1. If x=4x = 4, then y=1y = 1 and xy=41=4\frac{x}{y} = \frac{4}{1} = 4. If x=1x = -1, then y=4y = -4 and xy=14=14\frac{x}{y} = \frac{-1}{-4} = \frac{1}{4}.
Because two distinct values for xy\frac{x}{y} (44 and 14\frac{1}{4}) are possible, combined sufficiency fails.

Key Concept

Degree of non-linear algebraic systems and non-unique solutions in Data Sufficiency
Estimated Time:2m 0s
Question 18Question

A commercial law firm charges clients for services rendered by its Senior Partners and Associate Partners. Last month, the firm billed a total of $450,000 across all client accounts. What was the ratio of the total amount billed for Senior Partner hours to the total amount billed for Associate Partner hours?

(1) Senior Partners billed at an hourly rate that was 50 percent higher than the hourly rate billed by Associate Partners.
(2) Senior Partners accounted for 40 percent of the total number of hours billed by the firm last month.

Show answer & explanation

Answer: BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.

Answer

BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.
The correct option is the statement indicating both statements together are sufficient, but neither alone is sufficient. Statement (1) provides the ratio of hourly billing rates (3:23:2), and Statement (2) provides the ratio of total hours billed (2:32:3). Multiplying rate ratio by hours ratio gives the ratio of total amounts billed (1:11:1), yielding a single unique value.

Step-by-Step Solution

1
Rephrase the target question mathematically
Let RSR_S and RAR_A be the hourly rates for Senior and Associate Partners, respectively. Let HSH_S and HAH_A be the hours billed by Senior and Associate Partners, respectively. Total billing ratio is Senior BillingAssociate Billing=RSHSRAHA=(RSRA)(HSHA)\frac{\text{Senior Billing}}{\text{Associate Billing}} = \frac{R_S \cdot H_S}{R_A \cdot H_A} = \left(\frac{R_S}{R_A}\right) \cdot \left(\frac{H_S}{H_A}\right).
Total revenue for each group is the product of hourly rate and hours billed.
2
Evaluate Statement (1) independently
Statement (1) gives RS=1.50RA    RSRA=32R_S = 1.50 R_A \implies \frac{R_S}{R_A} = \frac{3}{2}. Without HSHA\frac{H_S}{H_A}, the target ratio cannot be evaluated.
Statement (1) alone is NOT sufficient.
3
Evaluate Statement (2) independently
Statement (2) gives HS=0.40(HS+HA)    0.60HS=0.40HA    HSHA=23H_S = 0.40 (H_S + H_A) \implies 0.60 H_S = 0.40 H_A \implies \frac{H_S}{H_A} = \frac{2}{3}. Without RSRA\frac{R_S}{R_A}, the target ratio cannot be evaluated.
Statement (2) alone is NOT sufficient.
4
Evaluate Statements (1) and (2) combined
Multiplying the two ratios yields Senior BillingAssociate Billing=(32)(23)=1\frac{\text{Senior Billing}}{\text{Associate Billing}} = \left(\frac{3}{2}\right) \cdot \left(\frac{2}{3}\right) = 1. The ratio is uniquely determined as 1:11:1.
Both statements together are SUFFICIENT.

Key Concept

Data Sufficiency stems asking for a ratio can be solved by finding the relative ratios of constituent factors (Rate Ratio × Quantity Ratio) without needing absolute numerical quantities.
Estimated Time:2m 0s
Question 19Question

An industrial bakery uses two automated mixing machines, Machine X and Machine Y, operating simultaneously at their respective constant rates, to prepare batches of dough. How many hours would it take Machine X, working alone at its constant rate, to complete a production order of 1,2001,200 batches of dough?

(1) Working together at their respective constant rates, Machine X and Machine Y can complete the production order of 1,2001,200 batches of dough in 88 hours.
(2) Machine Y's constant production rate is 50%50\% greater than Machine X's constant production rate.

Show answer & explanation

Answer: BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.

Answer

Both statements together are sufficient, but neither statement alone is sufficient.
The question asks for the time Machine X needs to produce 1,2001,200 batches alone, which requires finding Machine X's individual rate, rXr_X. Statement (1) gives the combined rate rX+rY=150r_X + r_Y = 150 batches/hour, which is insufficient on its own because rYr_Y is unknown. Statement (2) gives the relative relationship rY=1.5rXr_Y = 1.5 r_X, which is insufficient on its own because no absolute rate is given. Combining both statements yields rX+1.5rX=150r_X + 1.5 r_X = 150, giving a unique value rX=60r_X = 60 batches/hour and a single solution TX=20T_X = 20 hours. Therefore, both statements together are sufficient, but neither statement alone is sufficient.

Step-by-Step Solution

1
Define the target variable and rephrase the question stem.
Let rXr_X be Machine X's rate (batches per hour) and rYr_Y be Machine Y's rate. The required time for Machine X working alone is TX=1,200rXT_X = \frac{1,200}{r_X}. The target is to determine the exact value of rXr_X.
Rephrasing simplifies the Data Sufficiency goal from finding time to finding a unique numerical value for rXr_X.
2
Evaluate Statement (1) independently.
Statement (1) states (rX+rY)×8=1,200(r_X + r_Y) \times 8 = 1,200, which simplifies to rX+rY=150r_X + r_Y = 150 batches per hour.
Since there are two unknown rates (rXr_X and rYr_Y) and only one equation, rXr_X cannot be uniquely determined. Statement (1) alone is NOT sufficient.
3
Evaluate Statement (2) independently.
Statement (2) states rY=rX+0.50rX=1.5rX=32rXr_Y = r_X + 0.50 r_X = 1.5 r_X = \frac{3}{2} r_X.
This establishes a proportional relationship between the two rates but gives no absolute values. rXr_X can take infinitely many positive values, so Statement (2) alone is NOT sufficient.
4
Evaluate Statement (1) and Statement (2) together.
Substitute rY=1.5rXr_Y = 1.5 r_X into rX+rY=150r_X + r_Y = 150:
rX+1.5rX=150    2.5rX=150    rX=60r_X + 1.5 r_X = 150 \implies 2.5 r_X = 150 \implies r_X = 60 batches per hour.
Then TX=1,20060=20T_X = \frac{1,200}{60} = 20 hours.
Combining the statements yields a single linear equation with one variable, giving a unique value for rXr_X and thus for TXT_X. Both statements together are sufficient.

Key Concept

Data Sufficiency evaluation for combined work rate problems with linear algebraic systems
Question 20Question

A high-tech manufacturing firm produced a batch of 150150 electronic assemblies. Each assembly in the batch underwent standard quality testing by Inspector Alpha, Inspector Beta, or both. Exactly 9090 assemblies were tested by Inspector Alpha and 105105 assemblies were tested by Inspector Beta. What was the average (arithmetic mean) testing duration per assembly for the entire batch of 150150 assemblies?

(1) The average testing duration for assemblies tested only by Inspector Alpha was 1212 minutes, and the average testing duration for assemblies tested only by Inspector Beta was 1818 minutes.
(2) The average testing duration for assemblies tested by both Inspector Alpha and Inspector Beta was 2525 minutes.

Which of the following statements provides sufficient information to answer the question?

Show answer & explanation

Answer: BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.

Answer

Both statements together are sufficient to determine a unique average duration, but neither statement alone is sufficient.
The correct response identifies that both statements combined provide all required subgroup averages. Using the overlapping set counts established in the rephrased question stem (4545 Alpha-only, 6060 Beta-only, and 4545 Both), the three subgroup averages supplied across both statements allow for a unique calculation of the overall weighted average.

Step-by-Step Solution

1
Apply the Principle of Inclusion-Exclusion to find the number of assemblies in each mutually exclusive subgroup.
Total=N(Alpha)+N(Beta)N(Both)    150=90+105N(Both)    N(Both)=45\text{Total} = N(\text{Alpha}) + N(\text{Beta}) - N(\text{Both}) \implies 150 = 90 + 105 - N(\text{Both}) \implies N(\text{Both}) = 45. Thus, N(Alpha only)=9045=45N(\text{Alpha only}) = 90 - 45 = 45, N(Beta only)=10545=60N(\text{Beta only}) = 105 - 45 = 60, and N(Both)=45N(\text{Both}) = 45.
Before evaluating the statements, rephrasing the stem by partitioning the set into three non-overlapping groups simplifies the weighted average equation.
2
Evaluate Statement (1) alone.
Statement (1) provides Mean(Alpha only)=12\text{Mean}(\text{Alpha only}) = 12 minutes and Mean(Beta only)=18\text{Mean}(\text{Beta only}) = 18 minutes. However, Mean(Both)\text{Mean}(\text{Both}) remains unknown. The overall sum of testing durations cannot be determined. Statement (1) is NOT sufficient.
We cannot compute a weighted mean of three groups if one group's mean is completely missing.
3
Evaluate Statement (2) alone.
Statement (2) provides Mean(Both)=25\text{Mean}(\text{Both}) = 25 minutes. However, Mean(Alpha only)\text{Mean}(\text{Alpha only}) and Mean(Beta only)\text{Mean}(\text{Beta only}) are unknown. Statement (2) is NOT sufficient.
Without the average durations for the single-inspector groups, the total testing duration cannot be computed.
4
Evaluate Statements (1) and (2) combined.
Combining both statements gives all three subgroup means: 1212 minutes for 4545 assemblies, 1818 minutes for 6060 assemblies, and 2525 minutes for 4545 assemblies. Total testing duration =45(12)+60(18)+45(25)=540+1080+1125=2745= 45(12) + 60(18) + 45(25) = 540 + 1080 + 1125 = 2745 minutes. The overall average duration is 2745150=18.3\frac{2745}{150} = 18.3 minutes. Statements (1) and (2) together are SUFFICIENT.
Knowing all subgroup sizes and all subgroup means enables exact calculation of the overall mean.

Key Concept

Overlapping Sets and Weighted Averages in Data Sufficiency
Estimated Time:2m 0s
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