NR 599 Nursing Informatics For Advanced
Practice Bundle with Final exam study
Guide, COMPLETE FINAL EXAM and
MIDTERM EXAM 100%
SECTION I: INTRODUCTION TO NURSING INFORMATICS & CORE CONCEPTS
1. Which of the following best defines nursing informatics (NI)?
A. The use of computers in hospital administration
B. A specialty that integrates nursing science, computer science, and information science to
manage and communicate data, information, knowledge, and wisdom in nursing practice
C. The study of how nurses use the internet for patient education
D. A branch of medical informatics focused solely on physician order entry
Correct Answer: B
Rationale: Nursing informatics is formally defined by the American Nurses Association
(ANA) as a specialty integrating nursing science, computer science, and information science to
manage and communicate data, information, knowledge, and wisdom (DIKW) in nursing
practice. Option A is too narrow (administration only). Option C limits it to internet use. Option
D describes a physician-focused subspecialty, not NI.
2. The DIKW framework in nursing informatics stands for:
A. Data, Information, Knowledge, Wisdom
B. Documentation, Implementation, Knowledge, Workflow
C. Data, Integration, Knowledge, Workflow
D. Diagnosis, Intervention, Knowledge, Wellness
Correct Answer: A
Rationale: DIKW is the foundational framework describing the progression from raw data →
information (data with context) → knowledge (information synthesized with relationships) →
,wisdom (knowledge applied with judgment and compassion). The other options are distractors
that misuse informatics terminology.
3. A nurse records a patient's temperature as 101.2°F. This is an example of:
A. Wisdom
B. Knowledge
C. Information
D. Data
Correct Answer: D
Rationale: A single raw measurement without interpretation or context is data. When that
temperature is linked to the patient's diagnosis and compared to normal ranges, it becomes
information. Knowledge would be recognizing patterns (e.g., fever indicates infection). Wisdom
would be deciding the appropriate nursing intervention considering the whole patient.
4. Which nursing informatics theorist developed the "Foundation of Knowledge Model"?
A. Virginia Henderson
B. Dee McGonigle and Kathleen Mastrian
C. Patricia Benner
D. Jean Watson
Correct Answer: B
Rationale: McGonigle and Mastrian developed the Foundation of Knowledge Model, which
describes how data, information, knowledge, and wisdom are acquired, processed, generated,
and disseminated. Henderson, Benner, and Watson are nursing theorists unrelated to
informatics model development.
5. Which of the following are core components of nursing informatics? (Select all that apply)
A. Nursing science
B. Computer science
C. Information science
D. Cognitive science
E. Physical therapy science
, Correct Answers: A, B, C, D
Rationale: The ANA identifies nursing science, computer science, information science, and
cognitive science as core components of nursing informatics. Physical therapy science is a
separate rehabilitation discipline and not a component of NI.
6. The primary goal of nursing informatics is to:
A. Replace nurses with automated systems
B. Improve the health of populations, communities, families, and individuals by optimizing
information management and communication
C. Reduce the number of nurses needed in hospitals
D. Standardize all nursing documentation regardless of specialty
Correct Answer: B
Rationale: The ANA states the goal of NI is to improve health outcomes by optimizing
information management and communication. NI does not aim to replace nurses (A) or reduce
staffing (C). While standardization is a strategy, it is not the overarching goal (D).
7. Which of the following is an example of "wisdom" in the DIKW framework?
A. A nurse documents a blood pressure of 88/54 mmHg
B. A nurse recognizes that the blood pressure is below normal parameters
C. A nurse understands that low blood pressure may indicate hypovolemia
D. A nurse decides to hold a scheduled antihypertensive, notify the provider, and initiate a fall
precaution protocol based on the patient's complete clinical picture
Correct Answer: D
Rationale: Wisdom is the appropriate application of knowledge with judgment, experience,
and compassion. Documenting a value is data (A). Recognizing abnormal parameters is
information (B). Understanding pathophysiology is knowledge (C). The clinical decision
integrating all factors represents wisdom (D).
8. Which term describes the use of technology and informatics to improve healthcare
delivery, management, and outcomes?
, A. Telemedicine
B. Health informatics
C. Biomedical engineering
D. Health information technology (HIT)
Correct Answer: B
Rationale: Health informatics is the broad interdisciplinary field using technology to
improve healthcare delivery, management, and outcomes. Telemedicine (A) is a specific
modality. Biomedical engineering (C) focuses on device design. HIT (D) refers specifically to the
technology tools rather than the discipline.
9. A nurse manager uses a dashboard to track catheter-associated urinary tract infection
(CAUTI) rates across units. This is an example of:
A. Clinical documentation
B. Administrative informatics
C. Consumer health informatics
D. Translational bioinformatics
Correct Answer: B
Rationale: Administrative informatics involves using data and technology for management,
quality, and operational decision-making. Tracking infection rates for quality management falls
under administrative/quality informatics. Clinical documentation (A) is direct care
documentation. Consumer health informatics (C) focuses on patient-facing tools. Translational
bioinformatics (D) involves genomics and molecular data.
10. Which of the following statements about data, information, and knowledge is accurate?
A. Data and information are interchangeable terms
B. Information is processed data that has meaning and context
C. Knowledge is raw facts that have not been interpreted
D. Wisdom is the same as knowledge
Correct Answer: B
Rationale: Information is data that has been processed, organized, and given context and
meaning. Data and information are not interchangeable (A). Knowledge is synthesized
Practice Bundle with Final exam study
Guide, COMPLETE FINAL EXAM and
MIDTERM EXAM 100%
SECTION I: INTRODUCTION TO NURSING INFORMATICS & CORE CONCEPTS
1. Which of the following best defines nursing informatics (NI)?
A. The use of computers in hospital administration
B. A specialty that integrates nursing science, computer science, and information science to
manage and communicate data, information, knowledge, and wisdom in nursing practice
C. The study of how nurses use the internet for patient education
D. A branch of medical informatics focused solely on physician order entry
Correct Answer: B
Rationale: Nursing informatics is formally defined by the American Nurses Association
(ANA) as a specialty integrating nursing science, computer science, and information science to
manage and communicate data, information, knowledge, and wisdom (DIKW) in nursing
practice. Option A is too narrow (administration only). Option C limits it to internet use. Option
D describes a physician-focused subspecialty, not NI.
2. The DIKW framework in nursing informatics stands for:
A. Data, Information, Knowledge, Wisdom
B. Documentation, Implementation, Knowledge, Workflow
C. Data, Integration, Knowledge, Workflow
D. Diagnosis, Intervention, Knowledge, Wellness
Correct Answer: A
Rationale: DIKW is the foundational framework describing the progression from raw data →
information (data with context) → knowledge (information synthesized with relationships) →
,wisdom (knowledge applied with judgment and compassion). The other options are distractors
that misuse informatics terminology.
3. A nurse records a patient's temperature as 101.2°F. This is an example of:
A. Wisdom
B. Knowledge
C. Information
D. Data
Correct Answer: D
Rationale: A single raw measurement without interpretation or context is data. When that
temperature is linked to the patient's diagnosis and compared to normal ranges, it becomes
information. Knowledge would be recognizing patterns (e.g., fever indicates infection). Wisdom
would be deciding the appropriate nursing intervention considering the whole patient.
4. Which nursing informatics theorist developed the "Foundation of Knowledge Model"?
A. Virginia Henderson
B. Dee McGonigle and Kathleen Mastrian
C. Patricia Benner
D. Jean Watson
Correct Answer: B
Rationale: McGonigle and Mastrian developed the Foundation of Knowledge Model, which
describes how data, information, knowledge, and wisdom are acquired, processed, generated,
and disseminated. Henderson, Benner, and Watson are nursing theorists unrelated to
informatics model development.
5. Which of the following are core components of nursing informatics? (Select all that apply)
A. Nursing science
B. Computer science
C. Information science
D. Cognitive science
E. Physical therapy science
, Correct Answers: A, B, C, D
Rationale: The ANA identifies nursing science, computer science, information science, and
cognitive science as core components of nursing informatics. Physical therapy science is a
separate rehabilitation discipline and not a component of NI.
6. The primary goal of nursing informatics is to:
A. Replace nurses with automated systems
B. Improve the health of populations, communities, families, and individuals by optimizing
information management and communication
C. Reduce the number of nurses needed in hospitals
D. Standardize all nursing documentation regardless of specialty
Correct Answer: B
Rationale: The ANA states the goal of NI is to improve health outcomes by optimizing
information management and communication. NI does not aim to replace nurses (A) or reduce
staffing (C). While standardization is a strategy, it is not the overarching goal (D).
7. Which of the following is an example of "wisdom" in the DIKW framework?
A. A nurse documents a blood pressure of 88/54 mmHg
B. A nurse recognizes that the blood pressure is below normal parameters
C. A nurse understands that low blood pressure may indicate hypovolemia
D. A nurse decides to hold a scheduled antihypertensive, notify the provider, and initiate a fall
precaution protocol based on the patient's complete clinical picture
Correct Answer: D
Rationale: Wisdom is the appropriate application of knowledge with judgment, experience,
and compassion. Documenting a value is data (A). Recognizing abnormal parameters is
information (B). Understanding pathophysiology is knowledge (C). The clinical decision
integrating all factors represents wisdom (D).
8. Which term describes the use of technology and informatics to improve healthcare
delivery, management, and outcomes?
, A. Telemedicine
B. Health informatics
C. Biomedical engineering
D. Health information technology (HIT)
Correct Answer: B
Rationale: Health informatics is the broad interdisciplinary field using technology to
improve healthcare delivery, management, and outcomes. Telemedicine (A) is a specific
modality. Biomedical engineering (C) focuses on device design. HIT (D) refers specifically to the
technology tools rather than the discipline.
9. A nurse manager uses a dashboard to track catheter-associated urinary tract infection
(CAUTI) rates across units. This is an example of:
A. Clinical documentation
B. Administrative informatics
C. Consumer health informatics
D. Translational bioinformatics
Correct Answer: B
Rationale: Administrative informatics involves using data and technology for management,
quality, and operational decision-making. Tracking infection rates for quality management falls
under administrative/quality informatics. Clinical documentation (A) is direct care
documentation. Consumer health informatics (C) focuses on patient-facing tools. Translational
bioinformatics (D) involves genomics and molecular data.
10. Which of the following statements about data, information, and knowledge is accurate?
A. Data and information are interchangeable terms
B. Information is processed data that has meaning and context
C. Knowledge is raw facts that have not been interpreted
D. Wisdom is the same as knowledge
Correct Answer: B
Rationale: Information is data that has been processed, organized, and given context and
meaning. Data and information are not interchangeable (A). Knowledge is synthesized
