あるオンライン小売業者は、自社ウェブサイトで注文した商品とは異なる商品が届いたという顧客からの苦情を受けています。根本原因はデータ品質の悪さにあることが判明しました。システムから誤ったデータを削除する努力にもかかわらず、複数のデータ品質問題が引き続き発生しています。今後同様の問題が発生する可能性を低減するための最善策は、次のうちどれでしょうか?
正解:D
Implementing business rules to validate employee data entry is the best way to reduce the likelihood of future occurrences of poor data quality that cause customer complaints about receiving different items from what they ordered on the organization's website. Business rules are logical statements that define the conditions and actions for data validation, such as checking for data completeness, accuracy, consistency, and integrity. Assigning responsibility for improving data quality, investing in additional employee training for data entry, and outsourcing data cleansing activities to reliable third parties are also possible ways to improve data quality, but they are not as effective as implementing business rules to validate employee data entry. References: CISA Review Manual (Digital Version), Chapter 4, Section 4.3.1