CCI study materials
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CCI key terms

CCI · Get comfortable with the vocabulary.

Clinical Informatics

The interdisciplinary field that applies health information technology and data science to support clinical care, decision-making, and the delivery of safe, effective, patient-centered healthcare across settings.

Related: Health IT Environment, Clinical Decision Support
Health IT Environment

The combined set of hardware, software, networks, interfaces, and governance structures within a healthcare organization that together support clinical, administrative, and financial operations and information exchange.

Related: Electronic Health Record, Interoperability
Electronic Health Record (EHR)

A longitudinal, digital record of a patient's health information shared across care settings and clinicians, designed to support coordinated, continuous care rather than a single encounter.

Related: Electronic Medical Record, Health Information Exchange
Electronic Medical Record (EMR)

A digital record maintained by a single organization or practice documenting care delivered within that setting, typically narrower in scope than an EHR and not designed for cross-organizational sharing.

Related: Electronic Health Record
Clinical Workflow

The sequence of tasks, decisions, roles, and handoffs involved in delivering a clinical service, including the timing, information needs, and constraints that shape how work actually gets done.

Related: Workflow Analysis, Usability
Workflow Analysis

A structured method of observing and mapping how clinical work is performed, identifying steps, actors, information flows, and bottlenecks to inform system design and process improvement.

Related: Clinical Workflow, Process Mapping
Process Mapping

A visual technique that diagrams each step of a process, showing decision points, inputs, outputs, and responsible roles so teams can identify waste, redundancy, and improvement opportunities.

Related: Workflow Analysis, Root Cause Analysis
Usability

The extent to which a system can be used by specified users to achieve goals effectively, efficiently, and with satisfaction in a specified context of use, including safety-related use errors.

Related: Clinical Workflow, Human Factors
Human Factors

The study of how people interact with systems, tools, and environments, applying knowledge of cognition, ergonomics, and behavior to design technology and processes that reduce error and support performance.

Related: Usability, Alert Fatigue
Computerized Provider Order Entry (CPOE)

A system that allows clinicians to enter orders for medications, laboratory tests, imaging, and other services electronically, replacing handwritten orders and enabling structured, checkable order data.

Related: Clinical Decision Support, Closed-Loop Medication Management
Closed-Loop Medication Management

An integrated process in which prescribing, dispensing, administration, and monitoring are electronically linked and verified, so each step is documented and reconciled against the prior step for safety.

Related: Computerized Provider Order Entry, Barcode Medication Administration
Barcode Medication Administration (BCMA)

A point-of-care safety technology in which clinicians scan a patient's identification band and the medication barcode to verify the right patient, drug, dose, route, and time before administration.

Related: Closed-Loop Medication Management, Patient Safety
Clinical Decision Support (CDS)

A set of tools and knowledge resources, such as alerts, order sets, reference information, and calculators, that give clinicians and patients person-specific information to enhance health and care decisions.

Related: Alert Fatigue, Knowledge Management
Alert Fatigue

The desensitization that occurs when clinicians receive excessive or low-value warnings, leading them to override or ignore alerts and thereby reducing the effectiveness of safety-critical decision support.

Related: Clinical Decision Support, Human Factors
Knowledge Management

The systematic process of capturing, validating, maintaining, and distributing clinical knowledge so that decision support content and organizational guidance remain current, evidence-based, and accessible.

Related: Clinical Decision Support, Clinical Practice Guideline
Clinical Practice Guideline

A systematically developed statement that synthesizes evidence to assist clinicians and patients in making decisions about appropriate care for specific clinical circumstances, often translated into order sets or rules.

Related: Knowledge Management, Order Set
Order Set

A standardized, preconfigured group of orders and related decision support for a common clinical scenario, designed to reduce variation, prompt evidence-based actions, and streamline ordering.

Related: Clinical Practice Guideline, Computerized Provider Order Entry
Interoperability

The ability of different information systems, devices, and applications to access, exchange, integrate, and cooperatively use data in a coordinated manner within and across organizations.

Related: Health Information Exchange, HL7 FHIR
Health Information Exchange (HIE)

The electronic movement of health-related information among organizations according to nationally recognized standards, as well as the organizations and networks that enable that exchange.

Related: Interoperability, Electronic Health Record
HL7 FHIR

A standard framework for exchanging healthcare information electronically, using modular resources and modern web technologies such as RESTful interfaces to enable flexible, developer-friendly interoperability.

Related: Interoperability, Terminology Standard
Terminology Standard

A controlled vocabulary or code system, such as SNOMED CT or LOINC, that provides consistent, unambiguous representation of clinical concepts so data can be shared, aggregated, and interpreted reliably.

Related: HL7 FHIR, Data Governance
Data Governance

The organizational framework of roles, policies, standards, and decision rights that ensures health data is accurate, secure, available, and used appropriately across the enterprise.

Related: Data Quality, Terminology Standard
Data Quality

The degree to which health data is complete, accurate, timely, consistent, and fit for its intended use, affecting clinical decisions, reporting, and analytics reliability.

Related: Data Governance, Population Health Analytics
Health Insurance Portability and Accountability Act (HIPAA)

U.S. federal law establishing national standards for protecting individually identifiable health information and for the privacy and security of electronic health data held by covered entities and business associates.

Related: Protected Health Information, Minimum Necessary Standard
Protected Health Information (PHI)

Individually identifiable health information held or transmitted by a covered entity or business associate in any form, including demographic data that could reasonably identify an individual.

Related: HIPAA, Minimum Necessary Standard
Minimum Necessary Standard

A HIPAA principle requiring covered entities to limit the use, disclosure, and request of protected health information to the least amount reasonably needed to accomplish the intended purpose.

Related: Protected Health Information, Role-Based Access Control
Role-Based Access Control (RBAC)

A security model that grants system permissions according to a user's job function or role rather than to individuals, simplifying administration and supporting least-privilege access to health information.

Related: Minimum Necessary Standard, Audit Trail
Audit Trail

A chronological, tamper-resistant record of system activity that captures who accessed or modified what data and when, supporting security monitoring, forensic investigation, and regulatory compliance.

Related: Role-Based Access Control, HIPAA
Quality Improvement (QI)

A systematic, data-driven approach to continuously improving healthcare processes and outcomes, often using frameworks such as PDSA cycles, to reduce variation and close performance gaps.

Related: Patient Safety, Root Cause Analysis
Patient Safety

The discipline of preventing, reducing, and mitigating harm to patients during healthcare delivery, encompassing system design, error reporting, and a culture of safety and learning.

Related: Quality Improvement, Root Cause Analysis
Root Cause Analysis (RCA)

A structured retrospective method for investigating adverse events by tracing contributing factors and system failures, aiming to identify underlying causes and prevent recurrence rather than assign blame.

Related: Patient Safety, Process Mapping
Plan-Do-Study-Act (PDSA) Cycle

An iterative quality improvement method in which a change is planned, tested on a small scale, studied for its effects, and then acted upon through adoption, adaptation, or abandonment.

Related: Quality Improvement
Change Management

The structured approach to guiding individuals and organizations through transitions to new systems or processes, addressing communication, training, resistance, and adoption to sustain successful implementation.

Related: Implementation Science, Stakeholder Engagement
Stakeholder Engagement

The deliberate process of identifying and involving individuals and groups affected by a change, gathering their input and building ownership to support acceptance and successful adoption.

Related: Change Management
Implementation Science

The study of methods and strategies that promote the systematic uptake of evidence-based practices and technologies into routine care, examining context, barriers, and facilitators to adoption.

Related: Change Management, Quality Improvement
Population Health Analytics

The application of data aggregation and analysis to groups of patients to identify risk, stratify care, track outcomes, and target interventions that improve health across a defined population.

Related: Data Quality, Quality Improvement
Clinical Informatics Leadership

The practice of guiding informatics strategy, governance, teams, and resources to align health IT investments with clinical priorities, safety, and organizational goals while managing competing demands.

Related: Change Management, Data Governance