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Rolling Average Acceleration Flag
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Rolling Average Acceleration Flag

HardSQL · PostgreSQL

Problem

Write a SQL query using window functions to calculate a 7-day rolling average of claim costs by claim and flag claims whose cost trend accelerates.

Use the claim_costs table. Treat acceleration as a positive increase in the rolling average that is larger than the preceding increase. Preserve rows with null costs.

Output

  1. One row per claim and cost date, ordered by claim_id, then cost_date.
  2. Columns: claim_id, cost_date, daily_cost, rolling_7_day_avg, and acceleration_flag.
  3. acceleration_flag must be a Boolean.

Schema

claim_costs
ColumnTypeDescription
claim_cost_idPKINTUnique cost observation identifier
claim_idINTClaim identifier
cost_dateDATEDate of the claim cost observation
daily_costDECIMAL(12,2)Cost recorded for the claim on the observation date
Tablesclaim_costs
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