Question

Difficulty: MediumOverlapping Sets, Statistics, and Data Distributions

Among a group of 5050 healthcare professionals, each professional has certified training in either Telemedicine, Robotic Surgery, or both. Exactly 3030 professionals are certified in Telemedicine and exactly 3535 are certified in Robotic Surgery. What is the average (arithmetic mean) years of experience of the professionals who are certified in BOTH Telemedicine and Robotic Surgery?

(1) The average years of experience of all 3030 professionals certified in Telemedicine is 99 years, and the average years of experience of all 3535 professionals certified in Robotic Surgery is 88 years.
(2) The average years of experience of the 1515 professionals certified ONLY in Telemedicine is 1010 years, and the average years of experience of the 2020 professionals certified ONLY in Robotic Surgery is 88 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.Answer
  4. D
    EACH statement ALONE is sufficient.
  5. E
    Statements (1) and (2) TOGETHER are NOT sufficient.

Answer

BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.
The correct option is the one stating that BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient. Rephrasing the stem shows there are 1515 professionals in the 'Telemedicine Only' group, 2020 in the 'Robotic Surgery Only' group, and 1515 in 'Both'. Statement (1) gives total Telemedicine experience sum ST=270S_T = 270, but cannot separate STonlyS_{T_{only}} from SBS_B. Statement (2) gives STonly=150S_{T_{only}} = 150, but gives no total experience bound. Together, SB=270150=120S_B = 270 - 150 = 120, giving a unique mean of 12015=8\frac{120}{15} = 8 years.

Step-by-Step Solution

1
Rephrase the question stem using overlapping set formulas to find subgroup counts.
Let N=50N = 50, T=30T = 30, and R=35R = 35. Using N=T+RBN = T + R - B, we get 50=30+35B    B=1550 = 30 + 35 - B \implies B = 15 (professionals in Both). Thus, 'Telemedicine Only' count is 3015=1530 - 15 = 15, and 'Robotic Surgery Only' count is 3515=2035 - 15 = 20. Target: Find the mean experience of the 1515 professionals in Both, μB=SB15\mu_B = \frac{S_B}{15}.
Simplifying the stem establishes the exact numerical count of professionals in each of the three distinct subgroups: Telemedicine Only (1515), Robotic Surgery Only (2020), and Both (1515).
2
Evaluate Statement (1) independently.
Statement (1) gives total experience ST=30×9=270S_T = 30 \times 9 = 270 and SR=35×8=280S_R = 35 \times 8 = 280. Since ST=STonly+SB=270S_T = S_{T_{only}} + S_B = 270, SBS_B depends on STonlyS_{T_{only}}, which is unknown. Multiple values of SBS_B are possible. NOT sufficient.
Knowing total group averages does not isolate how experience is divided between single-category members and dual-category members.
3
Evaluate Statement (2) independently.
Statement (2) gives STonly=15×10=150S_{T_{only}} = 15 \times 10 = 150 and SRonly=20×8=160S_{R_{only}} = 20 \times 8 = 160. Without knowledge of STS_T, SRS_R, or total group experience, SBS_B can take any real value. NOT sufficient.
Knowing only the single-category subgroup totals provides no boundary or equation for the overlapping group.
4
Evaluate Statement (1) and Statement (2) together.
From Statement (1), ST=STonly+SB=270S_T = S_{T_{only}} + S_B = 270. From Statement (2), STonly=150S_{T_{only}} = 150. Substituting gives 150+SB=270    SB=120150 + S_B = 270 \implies S_B = 120. Thus, μB=12015=8\mu_B = \frac{120}{15} = 8 years. SUFFICIENT.
Combining both statements yields a unique value for the total experience sum of the overlapping group.

Key Concept

Data Sufficiency with Overlapping Sets and Weighted Averages
Estimated Time:2m 0s
Rate this question