2026–2027 Complete Exam Review, Practice Questions & Key
Concepts
1. Define healthcare data: any data relating to the health of an individual patient or
x x x x x x x x x x x x x
collective population
x x
2. Describe the purpose of healthcare data related to nursing: Theinformationgiven can x x x x x x x x x x x x
create a thorough plan that helps patient outcomes, decrease cost and develop
x x x x x x x x x x x x
abetterplanofcare
x x x x
3. Whatarethreeexamplesofwayshealthcaredatahasinfluencedthepatient care
x x x x x x x x x x x x
provided by nurses: 1.) notice trends in V/S, collaborate & treat accordingly
x x x x x x x x x x x
2.) helppredictanalytics,IDpatientsatriskforcertaindiseaseprocesses
x x x x x x x x x x
3.) evaluate
x EBPprotocols
x
4. Define data framework: Datainformation,knowledge x x x x x
wisdom(DIKW) framework refers to the way data becomes a product that can be usedto x x x x x x x x x x x x x x
positivelyattectpatientcare
x x x x
5. What are the components of the DIKW framework: Data,Information,
x x x x x x x x x
Knowledge, Wisdom x
6. How does each component depend on the previous component: D to I to K to W:
x x x x x x x x x x x x x x x
Data describes the patients disease state, health environment,
x x x x x x x x
information is x
datawithmeaning,
x x
knowledgeisinformationthatisprocessedandorganized so x x x x x x x x
thatitrelatesandinter-actionsareidentified,
x x x x x x x
wisdom is the application of knowledge to solve problems
x x x x x x x x
7. Define Informatics: the science and art of turning data into information
x x x x x x x x x x
8. What fields does health informatics include: Bioinformatics, clinical research
x x x x x x x x
informatics, public health informatics x x x
9. Define foundational skills: the min req/skills needed for an information driven culture
x x x x x x x x x x x
x x
,10. Define Informatics Culture: A broad term related to the application of new information technology that
x x x x x x x x x x x x x x
impact human culture
x x x
11. DefineethicaluseofdataandinformationusingtheAHIMACodeofEthics- x x x x x x x x x x x x
: Consistent with professional standards of practice and essential to safe eflcient
x x x x x x x x x x x
healthcare delivery. x
12. Whatisthenurse'sprimaryroleintheethicaluseofdataandinformation?-
x x x x x x x x x x x x x
: Maintaining privacy r/t PHI from public or individuals not providing direct patient care.
x x x x x x x x x x x x x
13. Define learning healthcare system: health system in which x x x x x x x
internal data and experience systematically integrated with external evidence, and
x x x x x x x x x
xknowledge is put into practice x x x x
14. What is essential to a learning healthcare system?: strongleadership,ettectiveuseof
x x x x x x x x x x x x
data in the clinical setting, and both a culture and workforce committed to continuous learning and improvement.
x x x x x x x x x x x x x x x x
15. Define knowledge worker: Previous knowledge and experience are applied to take action or inter-vene in
x x x x x x x x x x x x x x
some way
x x
16. Whatchangesinthehealthcaresystemincreasedthedemandforknowl-edge
x x x x x x x x x x
workers?: Demands for safe accessible quality care x x x x x x
17. Define standardized languages and terminologies: Structured and controlled lan-
x x x x x x x x
guagesdevelopedaccordingtoterminology
x x x x
development guidelines and approved by an authoritative body. x x x x x x x
Ensures that a concept had the same meaning in all settings
x x x x x x x x x x
18. What arethebenefits oftheuse ofdatastandardization: facilitatecollecting sorting
x x x x x x x x x x x x
retrieval selection and aggregation of data
x x x x x x
19. What are the consequences if data standardization is not used?: Alackofdata
x x x x x x x x x x x x x
standardization jeopardizes opportunities for learning because important data may
x x x x x x x x x
notbeavailableforanalysis
x x x x
20. Define Evidence-based practice: Using current best evidence for patient care decisions in order to
x x x x x x x x x x x x x
improve patient outcomes
x x x
21. How can you identify reliable sources of data?: Ifinformationhas.gov,.edu,or.org
x x x x x x x x x x x x x x
22. Define Big Data: A collection of large data which cannot be analyzed without the use of information
x x x x x x x x x x x x x x x x
technology
x x
, 23. How does big data relate to Meaningful Use?: Providesinsightsintoareaswherequality can be
x x x x x x x x x x x x x x x
improved
x
24. How does Big Data differ from Business intelligence: Bigdatareferstolargedatasets that exist
x x x x x x x x x x x x x x x x
typically within organizations where business intelligence refers to the utilization of this data for analytical purposes from
x x x x x x x x x x x x x x x x x
which actionable information can be derived to make more informed business decisions.
x x x x x x x x x x x x
25. Define data analytics: The science of analyzing raw data to make
x x x x x x x x x x
conclusions about information x x
26. How does data analytics support bedside care: Helpsorganizationsevaluateand detect
x x x x x x x x x x x
anomalies in scans and predict outbreaks in illness
x x x x x x x x
27. Whatarethedifferencesbetweentheconceptofinformationmanagement and
x x x x x x x x x x
knowledge management: Information management focused on data and
x x x x x x x x
IT(collecting,storingandaccessinginformation,whileknowledgemanagementisfocusedonpeopleandprocesses (is
x x x x x x x x x x x x x x x
creating, sharing, using, and managing
x x x x x
knowledge)
28. Define correlates: either two things so related that one directly implies or is complementary to the other, EX:
x x x x x x x x x x x x x x x x x
husbandandwife/ brainsizeasitcorrelates withintelligence
x x x x x x x x x x
29. Give three examples of health correlates: poor nutrition(obesity) , lack of physical activity
x x x x x x x x x x x x
(diabetes)and smoking (increases risk for cancer)
x x x x x x
30. Define Conditions: A restricting, limiting, or modifying circumstance
x x x x x x x
31. Explain the two ways that health conditions are measured: physical measurementsx x x x x x x x x x
andmetric measurements
x x
32. Define Care: watchful or protective attention, caution, concern, prudence, or
x x x x x x x x x
regardusuallytowardsanactionofsituation.Howhealthcareisdeliveredtothe
x x x x x x x x x x x x x
community
x
33. Define Cost: measures the economic and societal costs of healthcare and poor health
x x x x x x x x x x x x
34. Give an example of value-based care: aformof
x x x x x x x x
reimbursement that ties payments for care delivery to the quality of care provided and rewards providers for both eflciency and
x x x x x x x x x x x x x x x x x x x
ettectiveness
x
35. Define insider threat: a threat to an x x x x x x
organization that comes from negligent or malicious insiders, such as employees, former employees, contractors, third-
x x x x x x x x x x x x x x
party vendors, or business partners, who have inside information about cybersecurity practices, sensitive data, and computer
x x x x x x x x x x x x x x x
systems
x
x x