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Data Integrity in Analyses
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Data Integrity in Analyses

MediumSQL · PostgreSQL

Problem

How do you ensure data integrity in your analyses?

Demonstrate your approach by writing a SQL query that identifies claims requiring review because of missing member records, missing or negative billed amounts, or payments exceeding the billed amount.

Output

  1. Return one row per claim requiring review.
  2. Include claim_id, member_id, billed_amount, payment_total, and issue_reason.
  3. Order by claim_id ascending.

Schema

members
ColumnTypeDescription
member_idPKINTUnique member identifier
member_nameVARCHAR(100)Member display name
member_statusVARCHAR(20)Current enrollment status
claims
ColumnTypeDescription
claim_idPKINTUnique claim identifier
member_idINTMember associated with the claim
service_dateDATEDate services were provided
billed_amountNUMERIC(12,2)Amount billed for the claim
claim_payments
ColumnTypeDescription
payment_idPKINTUnique payment identifier
claim_idINTClaim associated with the payment
payment_referenceVARCHAR(30)External payment reference
payment_amountNUMERIC(12,2)Amount paid toward the claim
Tablesclaimsmembersclaim_payments
Interviewer

Your question is Data Integrity in Analyses. Start with the requirements and the three tables in the Question tab.

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