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Define healthcare data
any data relating to the health of an individual patient or
collective population
Describe the purpose of healthcare data related to nursing
The information given
can create a thorough plan that helps patient outcomes, decrease cost and develop
a better plan of care
What are three examples of ways healthcare data has influenced the patient care
provided by nurses
1.) notice trends in V/S, collaborate & treat accordingly
2.)help predict analytics, ID patients at risk for certain disease processes
3.) evaluate
EBP protocols
Define data framework
Data information, knowledge
wisdom(DIKW) framework refers to the way data becomes a product that can be
used to positively affect patient care
What are the components of the DIKW framework
Data, Information,
Knowledge, Wisdom
How does each component depend on the previous component: D to I to K to W
Data describes the patients disease state, health environment,
information is
data with meaning,
knowledge is information that is processed and organized
so that it relates and inter-actions are identified,
wisdom is the application of knowledge to solve problems
Define Informatics
the science and art of turning data into information
What fields does health informatics include
Bioinformatics, clinical research
informatics, public health informatics
Define foundational skills
the min req/skills needed for an information driven culture
Define Informatics Culture
A broad term related to the application of new information technology that impact human culture
Define ethical use of data and information using the AHIMA Code of Ethics
Consistent with professional standards of practice and essential to safe efficient
healthcare delivery.
What is the nurse's primary role in the ethical use of data and information?
Maintaining privacy r/t PHI from public or individuals not providing direct patient care.
Define learning healthcare system
health system in which
internal data and experience systematically integrated with external evidence, and
knowledge is put into practice
What is essential to a learning healthcare system?
strong leadership, effective use of data in the clinical setting, and both a culture and workforce committed to continuous learning and improvement.
Define knowledge worker
Previous knowledge and experience are applied to take action or intervene in some way
What changes in the healthcare system increased the demand for knowledge
workers?
Demands for safe accessible quality care
Define standardized languages and terminologies
Structured and controlled languages developed according to terminology
development guidelines and approved by an authoritative body.
Ensures that a concept had the same meaning in all settings
What are the benefits of the use of data standardization
facilitate collecting
sorting retrieval selection and aggregation of data
What are the consequences if data standardization is not used?
A lack of data
standardization jeopardizes opportunities for learning because important data may
not be available for analysis
Define Evidence-based practice
Using current best evidence for patient care decisions in order to improve patient outcomes
How can you identify reliable sources of data?
If information has .gov, .edu, or .org
Define Big Data
A collection of large data which cannot be analyzed without the use of information technology
How does big data relate to Meaningful Use?
Provides insights into areas where quality can be improved
How does Big Data differ from Business intelligence
Big data refers to large data sets that exist typically within organizations where business intelligence refers to the utilization of this data for analytical purposes from which actionable information can be derived to make more informed business decisions.
Define data analytics
The science of analyzing raw data to make
conclusions about information
How does data analytics support bedside care
Helps organizations evaluate and
detect anomalies in scans and predict outbreaks in illness
What are the differences between the concept of information management and knowledge management
Information management focused on data and
IT( collecting, storing and accessing information, while knowledge management is focused on people and processes (is creating, sharing, using, and managing
knowledge)
Define correlates
either two things so related that one directly implies or is complementary to the other, EX: husband and wife/ brain size as it correlates with intelligence
Give three examples of health correlates
poor nutrition(obesity) , lack of physical
activity (diabetes)and smoking (increases risk for cancer)
Define Conditions
A restricting, limiting, or modifying circumstance
Explain the two ways that health conditions are measured
physical measurements and metric measurements
Define Care
watchful or protective attention, caution, concern, prudence, or
regard usually towards an action of situation. How healthcare is delivered to the
community
Define Cost
measures the economic and societal costs of healthcare and poor health
Give an example of value-based care
a form of
reimbursement that ties payments for care delivery to the quality of care provided and rewards providers for both efficiency and effectiveness
Define insider threat
a threat to an
organization that comes from negligent or malicious insiders, such as employees, former employees, contractors, third-party vendors, or business partners, who have inside information about cybersecurity practices, sensitive data, and computer systems
What security measures can prevent insider threat
Train employees, build a threat hunting team, coordinate IT security, include procedures in your security policy to
prevent and detect misuse
Define the beginning nurse
an individual who has recently graduated from a nursing program and is
starting their professional nursing career
Give an example of beginning nurses using HIT
Record patient vitals, document nursing interventions, CPOE, view lab results
What types of informatics skills would a beginning nurse have?
Basic computer
skills, use of EHR, How to use digital to monitor patient vitals, Telehealth
technology, Data analysis/management, digital communication skills, and understand the importance of information security
Define an experienced nurse
A professional who has gained substantial knowledge and skills in the field of nursing through years of practice.
Not just number of years practiced, but the quality of experiences, and ability to apply knowledge into practical situations
Who can an experienced nurse collaborate with?
Physicians, Pharmacists, PT/OT, Social workers, Dietitians, SLP, Resp Therapist and other Nurses
Define informatics specialist
a professional who applies their knowledge of information science to solve problems related to information processing.
They work in various fields such as healthcare, business, and
technology, where they manage, analyze, and interpret data.
How is the nurse specialist different from the informatics specialist?
is a registered nurse who has received advanced training in a specific area of nursing. They provide
direct patient care and expert consultations in their area of specialization.
An Informatics Specialist, is a professional who uses their knowledge of information technology and healthcare to improve patient care
outcomes.
They are often involved in the design, implementation, and
optimization of clinical systems like Electronic Health Records (EHRs).
Define informatics innovator
a professional who applies their knowledge of information technology and systems to create new innovative
solutions to complex problems. They are often involved in the design,
development, and implementation of new information systems and technologies
How can healthcare organizations use clinical data to increase quality while
reducing costs?
Value based care, reimburses for outcome instead of source.
Define Business Intelligence related to healthcare
The use of
business intelligence technology uses tools and techniques to gather store
processing and analyzing data, to make educated decisions r/t clinical practices and
patient care.
What areas of healthcare can be improved when using BI as a foundation for evidence-based clinical decision-making.
Patient care, operational efficiency financial risk management
Identify and provide examples of the top 3 high-level barriers to using and
exchanging healthcare data
1.) Inter-operational issues
2.) privacy
and security concerns
3.) lack of standardization
Give an example of a high-level barrier to using and exchanging healthcare data in clinical setting
Medical terminology standardization like, KNA
vs KNDA weight in lbs vs KG 1Gr vs 1000mg. All could cause documentation
errors that could cause pt harm.
Define data integrity
The ability to collect, store, retrieve correct
complete and current data available to authorized users as needed
Define input errors
A typo error, transcription error, misinterpretation of info, omission errors
How does a system check promote data integrity
Ensures validity & accuracy of data set.
Provide examples of types of data that are tracked for quality improvement
Process data, outcome data, balancing measures, patient experience data and structural data
How does the use of audit trails improve data integrity?
Audit trails prevent the
wild goose chases often involved in tracing changes or errors in improperly documented data.
An audit trail is an invaluable resource when a problem with
data is discovered, because the problem can be traced back throughout the file history to help determine when the error was made
Define health literacy
the degree to which individuals have the
capacity to obtain, process, and. understands basic health information and services needed to make appropriate health decisions
How can informatics use health literacy to improve patient outcomes?
Digital health literacy, individual has the skills to successfully navigate EHR patient portals to understand their plan of care and health history.
Knowledge is key to
improve patient outcomes
Define data management
The process of controlling the collection storage and use of data
Identify levels of personnel and the importance in data management
Data entry employees and client's system analysis programmers
Provide examples of the differences between databases and data warehouses
Database- oversee activities related to maintaining optimal use
Data warehouse- store data from different databases
Define active and latent errors
Active errors: occur at the level of the frontline operator and have immediate effects
EX: a doctor prescribing the wrong medication
Latent errors: Are hidden in the system and may exist unnoticed
for a long time
EX: hospitals management decision to cut staffing levels
What steps can be used to prevent errors in healthcare?
The five rights of
medication administration prior to giving patient something will help decrease
medication errors.
Right patient,
Right drug,
Right time,
Right dose,
Right route.
Define consumer health information (CHI)
Consumer health information (CHI) is information on health and medical topics available to the general public at the lay person level
Give examples of the informaticist's role in the design, adoption, and use of
consumer health informatics applications
Informaticists are involved in the design process of consumer health information applications by ensuring apps are user
friendly, intuitive and meet the needs of consumers.
They also ensure that the
applications are compliant with health standards and regulations.
Define healthcare information system (HIS)
Any system that manages healthcare data
What are the financial drawbacks and benefits of a healthcare information system (HIS)
Drawback= Costly (expensive)
Benefit= Improved quality of care provided and a decrease in medication errors.
Define Administrative information system
Supports client care by management of finances
and demographic info and providing reporting capabilities.
EX : financial coding,
payroll, Human Resources, Scheduling, quality assurances applications, patient
registration, contract management.
A Quality assurance system is a form of an
AIS!
What are two components of Administrative Information Systems
Hardware and Software
How does the AIS combine with CIS to improve the patient experience
Proper MD/Nurse documentation of continued care helps assure extent of care provided by staff is reported, along with having more knowledge about patient health
history allowing better care for the patient and improved outcomes
Define clinical information systems (CIS)
Large computerized database management systems supporting activities such as
-MD order entry,
-Results,
-Documentation thru
locations,
-Radiology,
-Nurse info/notes,
-Monitoring continuously, --Pharmacy systems.
Identify the components in the clinical information system (CIS) and how are they used
MD order entry-allows medical staff to see
new/current orders.
Results-view labs,
Radiology-see all Xray results,
Pharmacy- to obtain medications,
Nurse notes-to see views of patient care,
Documentation
amongst assorted locations and Assorted decision support tools in software.
How does the CIS support the EHR?
Proper MD/Nurse notes allow accuracy to
electronic health records thus provides an increased opportunity for superb care to
patients.
Define computerized provider order entry (CPOE)
Process of providers entering/sending treatment instructions via computer
Identify the benefits and drawbacks of computerized provider order entry (CPOE)
Benefits: Improved accuracy and
completeness of physician orders.
Drawbacks: Failure of computer systems and/or
malfunctions in computer system.
How has the use of computerized provider order entry (CPOE) affected EBP?
-It has improved decision making,
-Decreased incidents of medication errors,
-Increased efficiency and help facilitate data collection and research
Define electronic documentation
Allows nurse to enter patient data via computer
Define Controlled Terminologies
A set of code lists and valid values used with data items within CDISC- defined datasets( (Clinical Data Interchange Standards Consortium.
What are the strengths and challenges of electronic documentation?
Strengths:
Patient access to medical records, saves time versus paper charting, billing more accurately related to the type of care provided by staff, and financial incentives
for physicians who use electronic charting.
Challenges:
Possibility of breaching
HIPAA, HER's can prove expensive, and can be a challenge if physician does not have access to a computer system( living in a rural no internet connection location)
Why are controlled terminologies important?
It provides an organized information system and a standard way of representing information.
Define clinical decision support systems (CDSS)
Health information technology to help
workers/patients, person specific information to assist with patient care
What are the results of a clinical decision support systems (CDSS) and what role does EBP practice play in the
support?
CDSS has decreased medication errors, and decreased the risk of
misdiagnosis, it's a toll that improves compliance with EBP
Define risk management system
The process of ID, assessing and controlling financial and legal entities. Helps an organization ID and mitigate risk in financial transactions and other activities.
What role does Healthcare Informatics have in the risk management system?
It improves patient safety, enhancing the quality of care, ensures regulatory
compliance and aids in risk ID/mitigation
How is patient care impacted by the risk management system?
Patient safety is closely related to the acknowledgement of risk and how to avoid taking them.
Define firewall related to Healthcare Informatics
A defense from cyber-attacks like email phishing attacks and a security system that protects PHI
How are the different types of data used in QA?
Test Data-?
Defect Data-?
Metric Data-?
Feedback Data-?
Historical Data-?
Test Data- Used to check the function and performance of software
Defect Data- When a bug is found in the system
Metric Data- Measures the quality of the system
Feedback Data- Improve user experience
Historical Data- To predict future trends and ID risk to data
Define smart technology
ability to communicate and work with other networked technologies, and through this ability to allow automated or
adaptive functionality as well as remote accessibility or operation from anywhere
What is the disadvantage of using smart technology in patient care?
Cost, data security and privacy, dependent on technology (power outages) and complexity of usage from staff and patients
Define HITECH Act
An act that creates incentives related to
healthcare information technology & incentives given for use of HER by
providers
How has the HITECH Act affected nursing?
It incentivized healthcare providers to switch from paper charting to electronic charting
How can hospitals and healthcare professionals receive incentive payments?
When they meet all program requirements enlisted by Medicare and Medicaid
Define Meaningful use
It's an incentive program to assure EHRs are used
according to standards that achieve quality safety and efficiency
What are the core requirements of Meaningful Use related to EHRS?
Record patient demographic info,
clinical decision support, active med list,
drug-to-drug
allergy interactions,
Record/Retrieve Vital signs, record smoking status for individual
over 13yrs old,
Protect EHRs,
Exchange electronically pt information,
Supply pts
with electronic copy of health info and dc instructions,
Report to CMS,
Maintain patient diagnosis
Define meaningful use Stage 1
What does stage 1 emphasize as it relates to data?
Data Capture and sharing EHR
Captures health information in
standard form engaging patient and families in plan of care
Define Meaningful Use Stage 2
What are the Stage 2 requirements for patients' access to online health
information?
Advanced clinical Processes-requires e-
prescribe for lab results and more patient controlled data
View/download and transmit. Physicians must ensure that more than
50% of all patients are provided timely access to view online, download and transmit their health information
Define Meaningful Use Stage 3
Improved Outcomes
Define electronic health record system (EHRS)
Add's to the decision support and flag abnormal values
Describe the challenges of using an electronic health record system (EHRS)
Documentation errors, Users may not
be computer savvy, Duplicate documentation, navigation through software,
Breaching HIPAA while using internet and may cause issues amongst integrated
team members r/t exchange of info via tablet
Define Work-Arounds
Variations in procedures and processes created to accomplish work when systems or workflows are inefficient
Give an example of an EHRS Work-Arounds
Double documenting d/t unsure where to input information in EHR
What are some common process Workarounds?
Ignoring or disabling EHR
function