Which of the following is an example of data cleansing or scrubbing?

1. Abbreviations are compared using software to ensure standard language is used.
2. When the name of the admitting physician is blank, the primary physician is used by default.
3. Users may sort and compare data to determine relationships.
4. Data are used to identify standardized treatments for specific diseases.


1
Rationale: Data cleansing or scrubbing is a procedure that uses software to improve the quality of data to ensure that it is accurate enough for use in data mining and warehousing. It uses technology to reconcile data inconsistencies that arise from different systems as well as duplicate entries in one system. These inconsistencies may include typographical errors, misspellings, and various abbreviations as well as address changes.

Nursing

You might also like to view...

The nurse is preparing to initiate an IV on a 6-year-old with a chronic condition when the child points to a vein in the left arm and says, "This is a good vein that nurses often find easy to hit." The nurse will:

1. Assess the vein indicated and attempt to cannulate it if acceptable. 2. Initiate the IV in the indicated vein. 3. Tell the child the nurse can best choose the proper vein. 4. Thank the child for the information but make an independent choice.

Nursing

Parents tell the nurse they are frustrated with their toddler's recent behavior and refusal to agree with anything they ask of them. What does the nurse explain as the term for when a toddler tests their own power?

a. Negativism b. Dawdling c. Tantrums d. Food fads

Nursing

The nurse is teaching the client with renal failure about hemodialysis (HD). Which does the nurse omit from client teaching regarding client lifestyle with HD?

1. Drink plenty of liquids to satisfy thirst. 2. Daily protein intake is very restricted. 3. Report shortness of breath to provider. 4. A-V fistula should not have drainage.

Nursing

Which statement regarding medication distribution within the body is accurate?

1. The blood–brain barrier inhibits rapid crossing of all medications. 2. Body organs with high levels of blood flow are more difficult organs to which to deliver drugs. 3. Medications that are lipid-soluble are more completely distributed. 4. Drug–protein complexes must form prior to crossing capillary membranes.

Nursing