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2023 PEA Q7

500500 consumers uniform on [0,1][0,1]. Two hospital locations a<ba<b. Travel cost = distance. Each individual values service at 44. Fixed cost per hospital = 300300; marginal cost of treatment = 22. Optimal locations?

Reveal answer and solution

Answer

D

Solution

  1. 1

    Each consumer at xx gets net surplus 4d(x)2=2d(x)4-d(x)-2=2-d(x), served only if d(x)2d(x)\le 2. Since [0,1][0,1] has length 11, d(x)1/2d(x)\le 1/2 always, so every consumer is served and contributes positive surplus.

  2. 2

    Total welfare:

  3. 3
    W=50001(2d(x))dx    2300=100050001d(x)dx600. W=500\int_0^1 \bigl(2-d(x)\bigr)\,dx \;-\; 2\cdot 300=1000-500\int_0^1 d(x)\,dx -600.
  4. 4

    Minimise 01d(x)dx\int_0^1 d(x)\,dx over locations a,ba,b. With two facilities on [0,1][0,1], the welfare-minimising travel placement is the classical 11-median for two facilities on a uniform line: a=1/4,b=3/4a=1/4,b=3/4 with cut-point 1/21/2:

  5. 5
    01/2x14dx+1/21x34dx=21212142=18. \int_0^{1/2}|x-\tfrac14|dx+\int_{1/2}^{1}|x-\tfrac34|dx=2\cdot \tfrac{1}{2}\cdot\tfrac{1}{2}\cdot\tfrac{1}{4}\cdot 2=\tfrac{1}{8}.
  6. 6

    (Each segment [0,1/2][0,1/2] contributes 01/2x1/4dx=21214142=116\int_0^{1/2}|x-1/4|dx=2\cdot \frac{1}{2}\cdot \frac{1}{4}\cdot \frac{1}{4}\cdot 2 = \frac{1}{16}, total 18\frac{1}{8}.)

  7. 7

    For (1/3,2/3)(1/3,2/3):

  8. 8
    01/2x13dx+1/21x23dx=536+536=518>18. \int_0^{1/2}|x-\tfrac13|dx+\int_{1/2}^{1}|x-\tfrac23|dx = \tfrac{5}{36}+\tfrac{5}{36}=\tfrac{5}{18}>\tfrac{1}{8}.
  9. 9

    For both at 1/21/2: 01x1/2dx=1/4>1/8\int_0^1|x-1/2|dx=1/4>1/8.

  10. 10

    So (1/4,3/4)(1/4,3/4) minimises mean travel and maximises welfare. Check welfare positive:

  11. 11
    W=100050018600=100062.5600=337.5>0. W=1000-500\cdot\tfrac{1}{8}-600=1000-62.5-600=337.5>0.

Answer structure / marking notes

The optimal one-median for two facilities on [0,1][0,1] uniform is {1/4,3/4}\{1/4,3/4\}, not {1/3,2/3}\{1/3,2/3\} (the latter is the equal-segment partition).

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Content note

Imported from public/resources/isi/msqe/solutions/pea/2023/ISI_MSQE_PEA_2023_Solutions.tex. Question wording is retained from the available local TeX source; incomplete option blocks or ambiguous source status are flagged for review.