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Preview

AC 3.7: Six checks that protect data quality

This is the first page of the lesson. Read it and have a go at the activities. The rest is in the full lesson.

55 minutes

The product that was nowhere

An order says product SK-0472 was sold. The catalogue has no SK-0472. It has SK-0427.

Two digits were swapped. The sales report is wrong, and the stock count is wrong too. Six checks can stop this kind of fault. This lesson covers all six.

Key words

WordWhat it meansExample
ValidationA check that data is sensible and in the right shape.A code must be SK- and four digits.
VerificationA check that data was copied or typed in correctly.Type the code twice.
ReliabilityData you can depend on, from a trusted source.The head office catalogue
ConsistencyThe same fact matching everywhere it is kept.One code, two lists, no difference
IntegrityData that stays complete, correct and properly linked.An order points to a real product.
RedundancyThe same data kept more than once when it is not needed.The same product listed twice
RecordOne row of data about one thing.SK-0427, Notebook

The cells students fill in are left blank in this preview.

By the end of this lesson

Note

I can name six checks that keep data good and say what each one does.

Starter: what you already know

Have a go

Starter: what you already know

3 questions
Have a go: your answers are marked here and then forgotten. Sign in if you would like your score kept, and to pick up where you left off.Sign in to keep your score

Your answers are marked here and are not kept. A college account keeps every student’s marks.

Validation and verification

Validation asks: is this sensible? The computer checks the shape and the range of data as it goes in. A code with 3 digits is refused.

Verification asks: was this copied correctly? The person types the code twice, and the computer checks both match. A code can be valid and still be the wrong code.

Reliability and consistency

Reliability is about the source. Data from the official catalogue is more reliable than a note on a sticky label.

Consistency is about agreement. If two lists hold the same product, both must give the same price. When they differ, nobody knows which is right.

Integrity and redundancy

Integrity means data stays complete, correct and linked. An order must point to a product that exists. If the product is deleted, the order has a broken link.

Redundancy is needless repeats. The same product listed twice wastes space and can disagree with itself. A planned backup copy is a good copy. A careless duplicate is not.

Check: which method?

Have a go

Check: which method?

3 questions
Have a go: your answers are marked here and then forgotten. Sign in if you would like your score kept, and to pick up where you left off.Sign in to keep your score

Your answers are marked here and are not kept. A college account keeps every student’s marks.

The lesson goes on

8 more parts of this lesson are in the full curriculum, with the tasks, the final check and the labs. A college account gives your students all of it.