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Zorluk: Çok zorOverlapping Sets, Statistics, and Data Distributions

Each of the 100100 employees at Company K works in Division X, Division Y, or both divisions. The arithmetic mean age of the employees in Division X is 3535 years, and the arithmetic mean age of the employees in Division Y is 4545 years. Is the arithmetic mean age of all 100100 employees at Company K greater than 4040 years?

(1) Exactly 4040 employees work in Division X and exactly 7070 employees work in Division Y.
(2) The arithmetic mean age of the employees who work in both Division X and Division Y is 4040 years.

  1. A
    Statement (1) ALONE is sufficient, but statement (2) alone is not sufficient.
  2. B
    Statement (2) ALONE is sufficient, but statement (1) alone is not sufficient.
  3. Both statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.Cevap
  4. D
    EACH statement ALONE is sufficient.
  5. E
    Statements (1) and (2) TOGETHER are NOT sufficient.

Cevap

Both statements together are sufficient to answer the question definitively, but neither statement alone is sufficient.
Combining both statements establishes the exact sizes of all three disjoint subsets (Division X only = 30, Division Y only = 60, both divisions = 10) and the average value of the overlapping subset (40 years). Calculating the total age sum gives 4,150 years, resulting in an exact overall mean of 41.5 years. This provides a definitive 'Yes' answer to whether the mean is greater than 40 years.

Adım Adım Çözüm

1
Formulate the algebraic expressions for the total sum of ages.
Let xx be the number of employees in Division X only, yy be the number in Division Y only, and zz be the number in both divisions. x+y+z=100x + y + z = 100. Let Sx,Sy,SzS_x, S_y, S_z be the sum of ages of employees in Division X only, Division Y only, and both divisions, respectively. Then Sx+Sz=35(x+z)S_x + S_z = 35(x + z) and Sy+Sz=45(y+z)S_y + S_z = 45(y + z). The total sum of ages of all 100100 employees is Stotal=Sx+Sy+Sz=35x+45y+80zSzS_{total} = S_x + S_y + S_z = 35x + 45y + 80z - S_z.
Because employees in both divisions contribute to the averages of both Division X and Division Y, simply adding 35(x+z)35(x+z) and 45(y+z)45(y+z) counts SzS_z twice.
2
Evaluate Statement (1) independently.
Statement (1) states x+z=40x + z = 40 and y+z=70y + z = 70. Since x+y+z=100x + y + z = 100, we find z=(40+70)100=10z = (40 + 70) - 100 = 10, x=30x = 30, and y=60y = 60. Thus, Stotal=35(40)+45(70)Sz=4550SzS_{total} = 35(40) + 45(70) - S_z = 4550 - S_z. The overall mean age is 4550Sz100=45.5Sz100\frac{4550 - S_z}{100} = 45.5 - \frac{S_z}{100}. Depending on the value of SzS_z (the sum of ages of the 1010 overlap employees), the overall mean can be greater than 4040 or less than or equal to 4040.
Without knowing SzS_z or the average age of the overlap group, the overall mean cannot be uniquely bounded. Thus, Statement (1) alone is NOT sufficient.
3
Evaluate Statement (2) independently.
Statement (2) states Szz=40    Sz=40z\frac{S_z}{z} = 40 \implies S_z = 40z. Substituting into StotalS_{total} gives Stotal=35(x+z)+45(y+z)40z=35x+45y+40zS_{total} = 35(x+z) + 45(y+z) - 40z = 35x + 45y + 40z. The overall mean age is 35x+45y+40zx+y+z\frac{35x + 45y + 40z}{x + y + z}. The condition 35x+45y+40zx+y+z>40\frac{35x + 45y + 40z}{x + y + z} > 40 simplifies to 35x+45y>40x+40y    5y>5x    y>x35x + 45y > 40x + 40y \iff 5y > 5x \iff y > x.
Statement (2) provides no information about whether y>xy > x (whether more employees work exclusively in Division Y than in Division X). Thus, Statement (2) alone is NOT sufficient.
4
Evaluate Statements (1) and (2) together.
From Statement (1), x=30x = 30, y=60y = 60, and z=10z = 10. From Statement (2), Sz=40(10)=400S_z = 40(10) = 400. Since y=60>x=30y = 60 > x = 30, the condition y>xy > x holds. Substituting these values into StotalS_{total} yields Stotal=35(30)+45(60)+40(10)=1050+2700+400=4150S_{total} = 35(30) + 45(60) + 40(10) = 1050 + 2700 + 400 = 4150. The arithmetic mean age of all 100100 employees is 4150100=41.5\frac{4150}{100} = 41.5 years, which is strictly greater than 4040.
Combining both statements yields a unique and definitive 'Yes' answer to the question stem.

Anahtar Kavram

Weighted averages in overlapping sets with double-counted sums
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