PDF
NR 599 — NURSING INFORMATICS FOR ADVANCED
PRACTICE
PRACTICE EXAM 05 | 100 MULTIPLE-CHOICE QUESTIONS
Instructions: Select the single best answer for each question. These are original practice questions for study and
review, not an official course examination.
EXAM CONTENT AREAS
Quality Improvement • Analytics and Reporting • Privacy and Security • Ethics and Law • Documentation • Governance • Security and
Governance • Vendor Management • Data Quality • AI and Ethics • Implementation • Patient Safety • Foundations • Cybersecurity •
Communication • Health Information Systems • Remote Monitoring • Business Continuity • Medication Safety • Research and Evaluation •
Research and Data Ethics • Access Control • Telehealth • Clinical Decision Support • Socio-Technical Systems • Mobile Health • Patient
Engagement • Human Factors • Data Management • Equity and Access • Evaluation • Interoperability
QUESTIONS
1. Why should quality measures be clearly defined?
A. To avoid comparisons
B. So teams calculate and interpret them consistently
C. To make the data less transparent
D. So every team can choose a different denominator
Correct answer: B. So teams calculate and interpret them consistently
2. What is a false positive in a screening model?
A. The model correctly identifies no condition
B. The model flags a condition when it is not present
C. The system is unavailable
D. The model misses a condition that is present
Correct answer: B. The model flags a condition when it is not present
3. What should staff do after discovering a possible privacy breach?
A. Report promptly through the organization's incident process
B. Wait until a patient complains
C. Post details online
D. Delete evidence and say nothing
Correct answer: A. Report promptly through the organization's incident process
4. What is an outlier in a dataset?
A. A value unusually distant from the overall pattern
B. A value that is always incorrect
C. A database user role
D. A missing username
Correct answer: A. A value unusually distant from the overall pattern
5. What is beneficence in healthcare ethics?
A. Acting to promote the patient's well-being
B. Avoiding all communication
C. Maximizing data collection
D. Treating every patient identically regardless of need
Correct answer: A. Acting to promote the patient's well-being
6. Why is note templating risky when used without review?
A. Auto-populated content can become inaccurate or contradictory
B. It eliminates all omissions
C. It makes authorship irrelevant
D. Templates always reflect the current encounter
NR 599 Nursing Informatics Practice Page 1
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Correct answer: A. Auto-populated content can become inaccurate or contradictory
7. What is a records management policy intended to support?
A. Untracked editing
B. Informal deletion at any time
C. Reliable creation, maintenance, access, retention, and disposition of records
D. Unlimited sharing
Correct answer: C. Reliable creation, maintenance, access, retention, and disposition of records
8. What is specificity?
A. The percentage of missing values
B. The proportion with a condition correctly identified as positive
C. The proportion of people without a condition correctly identified as negative
D. The number of clinicians trained
Correct answer: C. The proportion of people without a condition correctly identified as negative
9. Why are audit logs important?
A. They are used only for billing
B. They make backups unnecessary
C. They help track access and changes for security and accountability
D. They replace all passwords
Correct answer: C. They help track access and changes for security and accountability
10. Why should contract terms address data ownership and return?
A. It replaces clinical governance
B. Organizations need clarity about access, portability, and data handling if a service ends
C. It guarantees no security incidents
D. Data ownership never matters
Correct answer: B. Organizations need clarity about access, portability, and data handling if a service ends
11. What is a common risk of copy-and-paste documentation?
A. It prevents privacy incidents
B. It always improves accuracy
C. Outdated or incorrect information may be propagated
D. It removes all duplication
Correct answer: C. Outdated or incorrect information may be propagated
12. What is a limitation of automated coding suggestions?
A. Suggestions may be wrong or incomplete and require qualified review
B. They prevent audits
C. They replace documentation
D. They are always accurate
Correct answer: A. Suggestions may be wrong or incomplete and require qualified review
13. What does data timeliness mean?
A. Every value is identical across systems
B. Information is available and current enough for its intended use
C. Data are encrypted
D. All fields are mandatory
Correct answer: B. Information is available and current enough for its intended use
14. What is a key ethical concern when using patient data to train AI?
A. Whether the dataset has a logo
B. Lawful authority, consent where required, privacy, representativeness, and downstream harms
C. Whether every record is identical
D. The file size only
Correct answer: B. Lawful authority, consent where required, privacy, representativeness, and downstream harms
15. Why is clinician involvement important in system design?
A. It helps ensure the system fits clinical needs and real workflows
NR 599 Nursing Informatics Practice Page 2
NR 599 — NURSING INFORMATICS FOR ADVANCED
PRACTICE
PRACTICE EXAM 05 | 100 MULTIPLE-CHOICE QUESTIONS
Instructions: Select the single best answer for each question. These are original practice questions for study and
review, not an official course examination.
EXAM CONTENT AREAS
Quality Improvement • Analytics and Reporting • Privacy and Security • Ethics and Law • Documentation • Governance • Security and
Governance • Vendor Management • Data Quality • AI and Ethics • Implementation • Patient Safety • Foundations • Cybersecurity •
Communication • Health Information Systems • Remote Monitoring • Business Continuity • Medication Safety • Research and Evaluation •
Research and Data Ethics • Access Control • Telehealth • Clinical Decision Support • Socio-Technical Systems • Mobile Health • Patient
Engagement • Human Factors • Data Management • Equity and Access • Evaluation • Interoperability
QUESTIONS
1. Why should quality measures be clearly defined?
A. To avoid comparisons
B. So teams calculate and interpret them consistently
C. To make the data less transparent
D. So every team can choose a different denominator
Correct answer: B. So teams calculate and interpret them consistently
2. What is a false positive in a screening model?
A. The model correctly identifies no condition
B. The model flags a condition when it is not present
C. The system is unavailable
D. The model misses a condition that is present
Correct answer: B. The model flags a condition when it is not present
3. What should staff do after discovering a possible privacy breach?
A. Report promptly through the organization's incident process
B. Wait until a patient complains
C. Post details online
D. Delete evidence and say nothing
Correct answer: A. Report promptly through the organization's incident process
4. What is an outlier in a dataset?
A. A value unusually distant from the overall pattern
B. A value that is always incorrect
C. A database user role
D. A missing username
Correct answer: A. A value unusually distant from the overall pattern
5. What is beneficence in healthcare ethics?
A. Acting to promote the patient's well-being
B. Avoiding all communication
C. Maximizing data collection
D. Treating every patient identically regardless of need
Correct answer: A. Acting to promote the patient's well-being
6. Why is note templating risky when used without review?
A. Auto-populated content can become inaccurate or contradictory
B. It eliminates all omissions
C. It makes authorship irrelevant
D. Templates always reflect the current encounter
NR 599 Nursing Informatics Practice Page 1
Correct answer: A. Auto-populated content can become inaccurate or contradictory
7. What is a records management policy intended to support?
A. Untracked editing
B. Informal deletion at any time
C. Reliable creation, maintenance, access, retention, and disposition of records
D. Unlimited sharing
Correct answer: C. Reliable creation, maintenance, access, retention, and disposition of records
8. What is specificity?
A. The percentage of missing values
B. The proportion with a condition correctly identified as positive
C. The proportion of people without a condition correctly identified as negative
D. The number of clinicians trained
Correct answer: C. The proportion of people without a condition correctly identified as negative
9. Why are audit logs important?
A. They are used only for billing
B. They make backups unnecessary
C. They help track access and changes for security and accountability
D. They replace all passwords
Correct answer: C. They help track access and changes for security and accountability
10. Why should contract terms address data ownership and return?
A. It replaces clinical governance
B. Organizations need clarity about access, portability, and data handling if a service ends
C. It guarantees no security incidents
D. Data ownership never matters
Correct answer: B. Organizations need clarity about access, portability, and data handling if a service ends
11. What is a common risk of copy-and-paste documentation?
A. It prevents privacy incidents
B. It always improves accuracy
C. Outdated or incorrect information may be propagated
D. It removes all duplication
Correct answer: C. Outdated or incorrect information may be propagated
12. What is a limitation of automated coding suggestions?
A. Suggestions may be wrong or incomplete and require qualified review
B. They prevent audits
C. They replace documentation
D. They are always accurate
Correct answer: A. Suggestions may be wrong or incomplete and require qualified review
13. What does data timeliness mean?
A. Every value is identical across systems
B. Information is available and current enough for its intended use
C. Data are encrypted
D. All fields are mandatory
Correct answer: B. Information is available and current enough for its intended use
14. What is a key ethical concern when using patient data to train AI?
A. Whether the dataset has a logo
B. Lawful authority, consent where required, privacy, representativeness, and downstream harms
C. Whether every record is identical
D. The file size only
Correct answer: B. Lawful authority, consent where required, privacy, representativeness, and downstream harms
15. Why is clinician involvement important in system design?
A. It helps ensure the system fits clinical needs and real workflows
NR 599 Nursing Informatics Practice Page 2
