NI-BC study materials
NI-BC study resources

NI-BC flashcards

NI-BC · Build recall with a focused review session.

32 cards. Read the term and the definition here. The deck at the top of this page is optional.

DIKW hierarchy
Model ordering data as raw facts, information as data with context, knowledge as synthesized relationships, and wisdom as applied judgment in practice.
Nursing informatics definition
Specialty integrating nursing science, computer science, and information science to manage and communicate data, information, knowledge, and wisdom in nursing practice.
Lewin change model
Three-stage change process: unfreezing existing behavior, moving to the new state, then refreezing so the change becomes standard practice.
Rogers diffusion categories
Adopter groups for an innovation: innovators, early adopters, early majority, late majority, and laggards, based on relative timing of adoption.
Sociotechnical model
Framework holding that technology success requires joint optimization of people, workflow processes, technology, organizational structure, and external environment.
Benner novice-to-expert
Skill acquisition model describing progression through novice, advanced beginner, competent, proficient, and expert levels as experience accumulates.
EHR versus EMR
An EMR is a record within one organization; an EHR is designed to share longitudinal health information across multiple organizations and settings.
Semantic interoperability
Exchange level where systems share data with preserved meaning, using standardized coded terminologies so receivers interpret values identically.
HL7 v2 messaging
Exchange standard using pipe-delimited message segments, commonly for ADT, order, and result messages between clinical systems.
FHIR standard
Modern interoperability standard using RESTful application programming interfaces and JSON or XML resources such as Patient and Observation.
SNOMED CT
Comprehensive clinical terminology used to code findings, problems, and clinical concepts with defined relationships between terms.
LOINC
Standard terminology for identifying laboratory tests and clinical observations, enabling comparable results across systems.
RxNorm
Standardized nomenclature for clinical drugs in the United States, linking brand and generic products to normalized medication concepts.
BCMA five rights
Bedside bar-code scanning verifies right patient, medication, dose, route, and time before administration, reducing medication errors.
Data quality dimensions
Attributes used to judge data fitness: accuracy, completeness, consistency, timeliness, validity, uniqueness, and precision.
Primary versus foreign key
A primary key uniquely identifies each row in a table; a foreign key references a primary key in another table to link records.
Sensitivity formula
Proportion of true cases correctly identified: true positives divided by true positives plus false negatives.
Specificity formula
Proportion of non-cases correctly identified: true negatives divided by true negatives plus false positives.
Ratio scale data
Measurement level with equal intervals and a true zero, permitting multiplication, division, and meaningful ratio statements.
Median versus mean
The mean is the arithmetic average and shifts with extreme values; the median is the middle value and resists outliers.
Falls per 1,000 patient days
Nurse-sensitive quality rate calculated as number of falls divided by total patient days, multiplied by 1,000.
Time-motion study
Workflow analysis method that measures duration and sequence of tasks to quantify steps, delays, and inefficiencies before redesign.
CDS five rights
Decision support should deliver the right information, to the right person, in the right format, through the right channel, at the right time.
Usability think-aloud testing
Evaluation where representative users verbalize thoughts while completing tasks, revealing confusion points and design defects before go-live.
Forcing function
Design constraint that makes an unsafe or incorrect action difficult or impossible, such as requiring a scan before medication administration.
Order set purpose
Grouped, evidence-based orders for a clinical condition that standardize care, reduce omissions, and embed decision support in workflow.
Go-live hypercare
Intensive post-launch support period with increased staffing, rapid issue triage, and monitoring of errors and workflow disruptions.
HIPAA minimum necessary
Privacy Rule requirement to limit protected health information used or disclosed to the least amount needed for the intended purpose.
Breach notification timeframe
Affected individuals must be notified without unreasonable delay and no later than 60 days after discovery of a breach.
CIA triad
Information security model: confidentiality limits disclosure, integrity prevents improper alteration, availability ensures timely access.
Multi-factor authentication
Access control requiring at least two different factor types, such as a password plus a hardware token or biometric.
Role-based access control
Authorization model assigning permissions to job roles rather than individuals, supporting least privilege and consistent access management.