ANCC Informatics Nursing Certification Examination (NI-BC®) — V2.0
Advanced Practice Question Bank
Table of Contents
Section Content Domain Question Numbers
I FOUNDATIONS OF PRACTICE 1 – 54
I.A Professional Practice 1 – 14
I.B Methodologies and Theories 15 – 30
I.C Rules, Regulations, and Requirements 31 – 44
I.D Interprofessional Collaboration 45 – 54
II SYSTEM DESIGN LIFECYCLE 55 – 103
II.A Planning and Analysis 55 – 68
II.B Designing and Building 69 – 82
II.C Testing, Training, and Implementation 83 – 95
Monitoring, Maintaining, Supporting, and
II.D 96 – 103
Evaluating
DATA MANAGEMENT AND HEALTHCARE
III 104 – 150
TECHNOLOGY
III.A Data Standards and Terminology 104 – 117
III.B Data Management and Analytics 118 – 130
III.C Healthcare Technology and Clinical Systems 131 – 140
III.D Security, Privacy, and Interoperability 141 – 150
SECTION I: FOUNDATIONS OF PRACTICE (54 Questions)
I.A: Professional Practice
• Q1. The American Nurses Association (ANA) most recently revised the definition of nursing informatics to emphasize which of the following core
purposes?
🟢 A. The integration of nursing science with computer and information sciences for data management
🟢 B. The transformation of data into needed information and leveraging technologies to improve health and healthcare equity, safety, quality, and
outcomes
🟢 C. The use of electronic health records to streamline documentation and reduce medical errors
🟢 D. The application of clinical decision support systems to replace clinical judgment in nursing practice
🔴🔴 Correct Answer: B
Rationale: The ANA (2022) Nursing Informatics: Scope and Standards of Practice, 3rd edition, revised the definition to emphasize that nursing informatics
"transforms data into needed information and leverages technologies to improve health and healthcare equity, safety, quality, and outcomes". This
represents an evolution from the traditional tripartite definition to one that explicitly incorporates health equity and outcomes improvement.
,• Q2. An informatics nurse is leading the strategic planning for a comprehensive EHR replacement across a five-hospital integrated delivery network. Which
of the following represents the most critical first step in this process?
🟢 A. Issuing a request for proposal (RFP) to potential EHR vendors
🟢 B. Conducting a comprehensive organizational needs assessment and stakeholder analysis
🟢 C. Establishing a project budget and securing capital funding approval
🟢 D. Forming an implementation steering committee with executive sponsorship
🔴🔴 Correct Answer: B
Rationale: Strategic planning in informatics begins with understanding organizational needs and stakeholder requirements before any vendor selection or
budgeting occurs. A needs assessment ensures that the system selected will address actual clinical and operational requirements. While forming
committees and budgeting are important, they should follow the needs assessment.
• Q3. An informatics nurse is evaluating a clinical decision support system's impact on antibiotic prescribing patterns. The nurse conducts a systematic
review of published literature and synthesizes findings from multiple studies before recommending a system configuration change. This activity best
demonstrates which professional practice competency?
🟢 A. Policy promotion
🟢 B. Self-development strategy
🟢 C. Evidence-based practice application
🟢 D. Interprofessional collaboration
🔴🔴 Correct Answer: C
Rationale: Applying evidence-based practice of informatics solutions includes conducting literature reviews and evaluations, reviewing clinical practice
guidelines, and staying current with emerging trends. The nurse's systematic review and synthesis of evidence before making recommendations directly
reflects this competency.
• Q4. A nurse informaticist is developing performance goals for the upcoming year. Which of the following represents the most appropriate self-
development strategy aligned with ANCC expectations?
🟢 A. Completing 15 continuing education hours in general nursing topics
🟢 B. Setting specific, measurable goals for competency development in data analytics and presenting findings at a national informatics conference
🟢 C. Focusing exclusively on clinical shift work to maintain bedside skills
🟢 D. Reducing professional organization involvement to focus on technical tasks
🔴🔴 Correct Answer: B
Rationale: Self-development strategies for informatics nurses include performance goal setting, continuing education, competency development,
engagement with informatics professional organizations, and promoting informatics. Option B incorporates multiple elements of effective self-
development, including specific goal setting and professional dissemination.
• Q5. An informatics nurse is advocating for the integration of social determinants of health (SDOH) data into the EHR to support population health
management. This activity aligns with which professional practice responsibility?
🟢 A. Budget management
🟢 B. System design and technical implementation
🟢 C. Policy promotion and public advocacy for health equity
🟢 D. Vendor contract negotiation
🔴🔴 Correct Answer: C
Rationale: Policy promotion and public advocacy for health equity includes promoting community-level health equity awareness, understanding social
determinants of health (SDOH), and population health and risk stratification. Advocating for SDOH data integration directly reflects this responsibility.
• Q6. A nursing informaticist is mentoring a newly hired informatics nurse specialist. According to the ANA scope and standards, which activity best
represents effective mentoring in informatics practice?
🟢 A. Assigning the mentee to manage all help desk tickets independently
🟢 B. Delegating the entire EHR optimization project to the mentee without oversight
🟢 C. Providing structured guidance on professional development, sharing expertise, and gradually increasing the mentee's responsibility
🟢 D. Requiring the mentee to observe without participating in project work
,🔴🔴 Correct Answer: C
Rationale: Mentoring is a general management fundamental that involves guiding professional development and sharing expertise. Effective mentoring
provides structured guidance, shares expertise, and progressively increases responsibility to build competence.
• Q7. A hospital is implementing a new patient engagement platform. The informatics nurse leads a multidisciplinary team through the selection and
implementation process. Which management function is the informatics nurse primarily demonstrating?
🟢 A. Fiscal management only
🟢 B. Leadership and strategic management principles
🟢 C. Technical programming
🟢 D. Human resource management only
🔴🔴 Correct Answer: B
Rationale: General management fundamentals include leadership and management principles, strategic planning, mentoring, and budgeting. Leading a
multidisciplinary team through a major implementation demonstrates leadership and management principles in action.
• Q8. An informatics nurse is preparing a presentation for executive leadership on the return on investment (ROI) of a new clinical analytics platform. Which
approach would be most effective for this audience?
🟢 A. Presenting detailed technical specifications and system architecture diagrams
🟢 B. Framing the investment in terms of improved clinical outcomes, operational efficiency, and financial benefits
🟢 C. Focusing exclusively on the vendor's product features
🟢 D. Presenting only the cost of the system without benefits analysis
🔴🔴 Correct Answer: B
Rationale: Effective communication across disciplines requires translating concepts appropriately for different audiences. Executive leadership is most
concerned with strategic value, clinical outcomes, and financial impact rather than technical details.
• Q9. Which of the following best describes the relationship between nursing informatics scope of practice and standards of practice?
🟢 A. The scope of practice defines what informatics nurses do, while standards define how well they should perform
🟢 B. The scope of practice and standards are identical documents
🟢 C. Standards define the scope of practice
🟢 D. Scope of practice applies only to administrators, while standards apply to clinicians
🔴🔴 Correct Answer: A
Rationale: The scope of practice describes the who, what, where, when, why, and how of nursing informatics practice, while standards of practice describe
the competent level of nursing care demonstrated through the nursing process. They are complementary but distinct documents.
• Q10. An informatics nurse is evaluating the effectiveness of a new clinical documentation system six months post-implementation. Which activity best
represents this evaluation?
🟢 A. Reviewing the project budget variance report
🟢 B. Conducting user satisfaction surveys and analyzing system usage data against baseline metrics
🟢 C. Confirming that the system was installed on schedule
🟢 D. Verifying that all training materials were distributed
🔴🔴 Correct Answer: B
Rationale: Evaluation of informatics solutions involves assessing whether the system meets its intended goals, including user satisfaction and clinical
impact. User satisfaction surveys and usage data analysis provide meaningful evaluation of post-implementation success.
• Q11. A nurse informaticist is presenting at a national conference about the role of nursing informatics in improving health equity through telehealth
expansion. This activity demonstrates which professional practice element?
🟢 A. Technical support
🟢 B. Promoting informatics
, 🟢 C. System testing
🟢 D. Regulatory compliance
🔴🔴 Correct Answer: B
Rationale: Promoting informatics includes sharing knowledge about the specialty and its contributions to healthcare through professional presentations
and publications. Presenting at a national conference advances the visibility and understanding of nursing informatics' role in health equity.
• Q12. Which of the following is an essential competency for an informatics nurse according to the ANA scope and standards?
🟢 A. Ability to write computer code in multiple programming languages
🟢 B. Knowledge of nursing informatics scope and standards of practice
🟢 C. Expertise in hardware repair and maintenance
🟢 D. Proficiency in medical billing and coding only
🔴🔴 Correct Answer: B
Rationale: Knowledge of nursing informatics scope and standards of practice is foundational to professional practice in the specialty. While technical skills
are valuable, understanding the professional scope and standards defines the practice of nursing informatics.
• Q13. An informatics nurse is leading a project to implement a new clinical communication system. The nurse must balance the needs of multiple
stakeholder groups, including nursing, physicians, pharmacy, and IT. This situation primarily requires which competency?
🟢 A. Technical programming expertise
🟢 B. Leadership and negotiation skills
🟢 C. Hardware installation knowledge
🟢 D. Financial analysis skills
🔴🔴 Correct Answer: B
Rationale: Leadership and management principles are essential for guiding complex projects with multiple stakeholders. Balancing competing stakeholder
needs requires leadership, negotiation, and facilitation skills.
• Q14. A nurse informaticist is developing a business case for a new clinical decision support system. Which element is most critical to include?
🟢 A. The vendor's marketing materials
🟢 B. Expected benefits, costs, risks, and alignment with organizational strategic goals
🟢 C. The system's technical specifications only
🟢 D. The names of all potential users
🔴🔴 Correct Answer: B
Rationale: A business case should include expected benefits, costs, risks, and alignment with strategic goals. This comprehensive approach provides the
justification for proceeding with the project and demonstrates strategic thinking.
I.B: Methodologies and Theories
• Q15. In the DIKW hierarchy, a nurse informaticist analyzes population health data to identify patterns in readmission rates and develops targeted
interventions for high-risk patients. This activity represents which level of the hierarchy?
🟢 A. Data
🟢 B. Information
🢡 C. Knowledge
🟢 D. Wisdom
🔴🔴 Correct Answer: D
Rationale: Wisdom represents the application of knowledge to make appropriate decisions in specific contexts. The nurse is not just identifying patterns
(knowledge) but is applying that knowledge to develop targeted interventions (wisdom). The DIKW framework places clinical decision-making based on
experience and application under the wisdom level.
Advanced Practice Question Bank
Table of Contents
Section Content Domain Question Numbers
I FOUNDATIONS OF PRACTICE 1 – 54
I.A Professional Practice 1 – 14
I.B Methodologies and Theories 15 – 30
I.C Rules, Regulations, and Requirements 31 – 44
I.D Interprofessional Collaboration 45 – 54
II SYSTEM DESIGN LIFECYCLE 55 – 103
II.A Planning and Analysis 55 – 68
II.B Designing and Building 69 – 82
II.C Testing, Training, and Implementation 83 – 95
Monitoring, Maintaining, Supporting, and
II.D 96 – 103
Evaluating
DATA MANAGEMENT AND HEALTHCARE
III 104 – 150
TECHNOLOGY
III.A Data Standards and Terminology 104 – 117
III.B Data Management and Analytics 118 – 130
III.C Healthcare Technology and Clinical Systems 131 – 140
III.D Security, Privacy, and Interoperability 141 – 150
SECTION I: FOUNDATIONS OF PRACTICE (54 Questions)
I.A: Professional Practice
• Q1. The American Nurses Association (ANA) most recently revised the definition of nursing informatics to emphasize which of the following core
purposes?
🟢 A. The integration of nursing science with computer and information sciences for data management
🟢 B. The transformation of data into needed information and leveraging technologies to improve health and healthcare equity, safety, quality, and
outcomes
🟢 C. The use of electronic health records to streamline documentation and reduce medical errors
🟢 D. The application of clinical decision support systems to replace clinical judgment in nursing practice
🔴🔴 Correct Answer: B
Rationale: The ANA (2022) Nursing Informatics: Scope and Standards of Practice, 3rd edition, revised the definition to emphasize that nursing informatics
"transforms data into needed information and leverages technologies to improve health and healthcare equity, safety, quality, and outcomes". This
represents an evolution from the traditional tripartite definition to one that explicitly incorporates health equity and outcomes improvement.
,• Q2. An informatics nurse is leading the strategic planning for a comprehensive EHR replacement across a five-hospital integrated delivery network. Which
of the following represents the most critical first step in this process?
🟢 A. Issuing a request for proposal (RFP) to potential EHR vendors
🟢 B. Conducting a comprehensive organizational needs assessment and stakeholder analysis
🟢 C. Establishing a project budget and securing capital funding approval
🟢 D. Forming an implementation steering committee with executive sponsorship
🔴🔴 Correct Answer: B
Rationale: Strategic planning in informatics begins with understanding organizational needs and stakeholder requirements before any vendor selection or
budgeting occurs. A needs assessment ensures that the system selected will address actual clinical and operational requirements. While forming
committees and budgeting are important, they should follow the needs assessment.
• Q3. An informatics nurse is evaluating a clinical decision support system's impact on antibiotic prescribing patterns. The nurse conducts a systematic
review of published literature and synthesizes findings from multiple studies before recommending a system configuration change. This activity best
demonstrates which professional practice competency?
🟢 A. Policy promotion
🟢 B. Self-development strategy
🟢 C. Evidence-based practice application
🟢 D. Interprofessional collaboration
🔴🔴 Correct Answer: C
Rationale: Applying evidence-based practice of informatics solutions includes conducting literature reviews and evaluations, reviewing clinical practice
guidelines, and staying current with emerging trends. The nurse's systematic review and synthesis of evidence before making recommendations directly
reflects this competency.
• Q4. A nurse informaticist is developing performance goals for the upcoming year. Which of the following represents the most appropriate self-
development strategy aligned with ANCC expectations?
🟢 A. Completing 15 continuing education hours in general nursing topics
🟢 B. Setting specific, measurable goals for competency development in data analytics and presenting findings at a national informatics conference
🟢 C. Focusing exclusively on clinical shift work to maintain bedside skills
🟢 D. Reducing professional organization involvement to focus on technical tasks
🔴🔴 Correct Answer: B
Rationale: Self-development strategies for informatics nurses include performance goal setting, continuing education, competency development,
engagement with informatics professional organizations, and promoting informatics. Option B incorporates multiple elements of effective self-
development, including specific goal setting and professional dissemination.
• Q5. An informatics nurse is advocating for the integration of social determinants of health (SDOH) data into the EHR to support population health
management. This activity aligns with which professional practice responsibility?
🟢 A. Budget management
🟢 B. System design and technical implementation
🟢 C. Policy promotion and public advocacy for health equity
🟢 D. Vendor contract negotiation
🔴🔴 Correct Answer: C
Rationale: Policy promotion and public advocacy for health equity includes promoting community-level health equity awareness, understanding social
determinants of health (SDOH), and population health and risk stratification. Advocating for SDOH data integration directly reflects this responsibility.
• Q6. A nursing informaticist is mentoring a newly hired informatics nurse specialist. According to the ANA scope and standards, which activity best
represents effective mentoring in informatics practice?
🟢 A. Assigning the mentee to manage all help desk tickets independently
🟢 B. Delegating the entire EHR optimization project to the mentee without oversight
🟢 C. Providing structured guidance on professional development, sharing expertise, and gradually increasing the mentee's responsibility
🟢 D. Requiring the mentee to observe without participating in project work
,🔴🔴 Correct Answer: C
Rationale: Mentoring is a general management fundamental that involves guiding professional development and sharing expertise. Effective mentoring
provides structured guidance, shares expertise, and progressively increases responsibility to build competence.
• Q7. A hospital is implementing a new patient engagement platform. The informatics nurse leads a multidisciplinary team through the selection and
implementation process. Which management function is the informatics nurse primarily demonstrating?
🟢 A. Fiscal management only
🟢 B. Leadership and strategic management principles
🟢 C. Technical programming
🟢 D. Human resource management only
🔴🔴 Correct Answer: B
Rationale: General management fundamentals include leadership and management principles, strategic planning, mentoring, and budgeting. Leading a
multidisciplinary team through a major implementation demonstrates leadership and management principles in action.
• Q8. An informatics nurse is preparing a presentation for executive leadership on the return on investment (ROI) of a new clinical analytics platform. Which
approach would be most effective for this audience?
🟢 A. Presenting detailed technical specifications and system architecture diagrams
🟢 B. Framing the investment in terms of improved clinical outcomes, operational efficiency, and financial benefits
🟢 C. Focusing exclusively on the vendor's product features
🟢 D. Presenting only the cost of the system without benefits analysis
🔴🔴 Correct Answer: B
Rationale: Effective communication across disciplines requires translating concepts appropriately for different audiences. Executive leadership is most
concerned with strategic value, clinical outcomes, and financial impact rather than technical details.
• Q9. Which of the following best describes the relationship between nursing informatics scope of practice and standards of practice?
🟢 A. The scope of practice defines what informatics nurses do, while standards define how well they should perform
🟢 B. The scope of practice and standards are identical documents
🟢 C. Standards define the scope of practice
🟢 D. Scope of practice applies only to administrators, while standards apply to clinicians
🔴🔴 Correct Answer: A
Rationale: The scope of practice describes the who, what, where, when, why, and how of nursing informatics practice, while standards of practice describe
the competent level of nursing care demonstrated through the nursing process. They are complementary but distinct documents.
• Q10. An informatics nurse is evaluating the effectiveness of a new clinical documentation system six months post-implementation. Which activity best
represents this evaluation?
🟢 A. Reviewing the project budget variance report
🟢 B. Conducting user satisfaction surveys and analyzing system usage data against baseline metrics
🟢 C. Confirming that the system was installed on schedule
🟢 D. Verifying that all training materials were distributed
🔴🔴 Correct Answer: B
Rationale: Evaluation of informatics solutions involves assessing whether the system meets its intended goals, including user satisfaction and clinical
impact. User satisfaction surveys and usage data analysis provide meaningful evaluation of post-implementation success.
• Q11. A nurse informaticist is presenting at a national conference about the role of nursing informatics in improving health equity through telehealth
expansion. This activity demonstrates which professional practice element?
🟢 A. Technical support
🟢 B. Promoting informatics
, 🟢 C. System testing
🟢 D. Regulatory compliance
🔴🔴 Correct Answer: B
Rationale: Promoting informatics includes sharing knowledge about the specialty and its contributions to healthcare through professional presentations
and publications. Presenting at a national conference advances the visibility and understanding of nursing informatics' role in health equity.
• Q12. Which of the following is an essential competency for an informatics nurse according to the ANA scope and standards?
🟢 A. Ability to write computer code in multiple programming languages
🟢 B. Knowledge of nursing informatics scope and standards of practice
🟢 C. Expertise in hardware repair and maintenance
🟢 D. Proficiency in medical billing and coding only
🔴🔴 Correct Answer: B
Rationale: Knowledge of nursing informatics scope and standards of practice is foundational to professional practice in the specialty. While technical skills
are valuable, understanding the professional scope and standards defines the practice of nursing informatics.
• Q13. An informatics nurse is leading a project to implement a new clinical communication system. The nurse must balance the needs of multiple
stakeholder groups, including nursing, physicians, pharmacy, and IT. This situation primarily requires which competency?
🟢 A. Technical programming expertise
🟢 B. Leadership and negotiation skills
🟢 C. Hardware installation knowledge
🟢 D. Financial analysis skills
🔴🔴 Correct Answer: B
Rationale: Leadership and management principles are essential for guiding complex projects with multiple stakeholders. Balancing competing stakeholder
needs requires leadership, negotiation, and facilitation skills.
• Q14. A nurse informaticist is developing a business case for a new clinical decision support system. Which element is most critical to include?
🟢 A. The vendor's marketing materials
🟢 B. Expected benefits, costs, risks, and alignment with organizational strategic goals
🟢 C. The system's technical specifications only
🟢 D. The names of all potential users
🔴🔴 Correct Answer: B
Rationale: A business case should include expected benefits, costs, risks, and alignment with strategic goals. This comprehensive approach provides the
justification for proceeding with the project and demonstrates strategic thinking.
I.B: Methodologies and Theories
• Q15. In the DIKW hierarchy, a nurse informaticist analyzes population health data to identify patterns in readmission rates and develops targeted
interventions for high-risk patients. This activity represents which level of the hierarchy?
🟢 A. Data
🟢 B. Information
🢡 C. Knowledge
🟢 D. Wisdom
🔴🔴 Correct Answer: D
Rationale: Wisdom represents the application of knowledge to make appropriate decisions in specific contexts. The nurse is not just identifying patterns
(knowledge) but is applying that knowledge to develop targeted interventions (wisdom). The DIKW framework places clinical decision-making based on
experience and application under the wisdom level.
