HAN 364: Informatics Flashcards
Health Care Informatics
Management of healthcare information through computers and other tech.
What does the Data, Information, Knowledge, Wisdom Hierarchy state?
- There is much more data than information, knowledge or wisdom
- As datum is consumed, amount of knowledge and wisdom produced is much smaller
Data
- Symbols relating to differences in the world
“Character’s, numbers, or facts gathered for analysis”
Information
- Data with meaning
“ICD- 9 code of 250.00 means type 2 diabetes”
Knowledge
- Information that is justifiably believed to be true
“Synthesis of information from several sources to produce a single concept”
Wisdom
- Use of knowledge to make intelligent decisions and to work through situations of signal versus noise
“For example, a rising PSA could mean prostate infection and not cancer.”
Mining Data
Collecting and analyzing a variety of clinical, financial and administrative data to make wise clinical and business decisions.
Biomedical Information
Concerned with biological data particularly DNA and genomic information.
Health Information Technology (HIT)
The application of computers and technology in healthcare settings.
Health Information Management
- Focused on paper medical records and coding
- With electronic health records, HIM specialists now have to deal with a new set of issues, such HIPAA implications
Institute of Medicine (IOM)
- Evaluates policies for healthcare and gives feedback to Federal Government and Public Medical Errors
- They believe that adopting HIT will promote quality care
Centers for Medicare and Medicaid
- An insurer for about 100 million Americans
- CMS reimburses for “meaningful use” of certified EHRs by clinicians and hospitals under Medicare or Medicaid
- As of April 2014 they have paid out about $22 billion to clinicians and hospitals as part of the HITECH Act meaningful use program
- They have a CMS Data Navigator that provides healthcare data from over 300 federal sources
Centers for Disease Control and Prevention (CDC)
- They support the Public Health Information Network
- They use HIT to improve and maintain public health using a variety of surveillance programs
- They have a Data and Statistics section and a Health Data Interactive program
- They have a variety of HIT-related projects, such as text messaging health education to patients
American Medical Informatics Association (AMIA)
- Founded in 1989 and now has about 4000 members
- Largely represents physicians and researchers involved with the biomedical sciences
- They have about 20 working groups that focus of all aspects of Health Informatics
- Membership includes subscription to the Journal of the American Medical Informatics Association (JAMIA)
Binary Data
- Each zero or one is bite
“Integers such as 345 or 669988”
“Floating point numbers such as 14.1 or -1.23”
“Characters such as a or z”
“Character strings such as “hello” or “goodbye”” - A series of 8 bites is a byte
What are all the Digital Components?
- 0 = Off-bit
- 1 = On-bit
- 8 bits = 1 byte
What are all the conversions for bites?
- 1,024 bytes = 1 kilobyte
- 1,024 kilobytes = 1 megabyte
- 1,024 megabytes = 1 gigabyte
- 1,024 gigabytes = 1 terabyte
Images
- The size of a grid of pixels
- You can tell how many rows or column are in a picture
Data Formats
- Image files (JPG, GIG, PNG)
- Text files
- Sound files (WAV, MP3)
- Video files (WMV, MP4)
- Recognize that these formats just their categories
Online Data Storage
- Provides access to current data
- Rapid, using high-speed hard disk drives or storage space on the network
- iCloud & Google Drive can save all documents offline
Offline Data Storage
- For data you don’t need as ofter, or for long-term data storage of old client records
- Not available at any time
Data Storage Considerations
- Frequency of access needed
- Environmental conditions and hazards
- Control of equipment and media
- Contingency planning, Storage period for each record type
- Obsolescence of hardware and software
- Maintenance of access devices (who takes care of it )
Why should you ensure correct data collection and entry?
Because input errors decrease data quality.
Perform System Checks prompt a user to what?
- Complete a task
- Verify information
- Prevent entry of inappropriate information
- Check for duplicate entries
Verify Data
You can verify:
- Verbally
- On-screen review
- Printout review
Why minimize fraudulent information?
- Leads to financial loss for organization and/or payer
- Can ruin individual credit histories
- Can lead to patient harm or death
Forms of Data Disposal?
- Physical destruction
- Shredding
- Deform/destroy storage media
- Software destruction/Overwrite data
Data Mining
Uses software to look for hidden patterns and relationships in large groups of data.
Information Retrieval
Technique that uses software to look for hidden patterns and relationships in large groups of data.
Data and Information Relevance
- Computer data not only lacks meaning, but must include dates and units of measurement to gain significance
- Everything must be standardized otherwise data won’t be interoperable
Information and Knowledge
- Use a clinical data warehouse (CDW) to convert medical information to knowledge
- Interpreting free text requires natural language processing (NLP)
Clinical Data Warehouses (CDWs)
- Analyzing and reporting more healthcare data than the average EHR, which tends to focus on the individual
- Used to evaluate a critical clinical process, cost estimates and analyze potential solutions
- Track infections and report trends to public health
What makes information difficult?
- It is difficult to model all of healthcare.
- Biomedical information is difficult due to incomplete, imprecise, vague, inconsistent and uncertain information
- Humans can adapt to this dynamic and vague information, but computers can not.
- Clinical decision support in EHRs is precise, when in reality it might need to be flexible over time
Why do we need EHR?
- Paper records are severely limited
- Need for improved efficiency and productivity
- Quality of care and patient safety
- Patient expectations
- Governmental expectations
- Financial savings
- Technological advances
- Need for aggregated data
- Need for integrated data
- EHR as a transformational tool
- Need for coordinated care
Computerized Physician Order Entry (CPOE)
- An EHR feature that processes orders for medications, lab tests, imaging, consults and other diagnostic tests.
- Potential to reduce medical errors
- Difficult to implement in hospitals because it disrupts workflow and slows physicians down.
- However, CPOE benefits others on the team, such as nurses and pharmacists
What are the potential benefits of CPOE?
- Overcomes the issue of illegibility
Fewer errors associated with ordering drugs with similar names, - More easily integrated with decision support systems than paper,
- Easily linked to drug-drug interaction warning
- More likely to identify the prescribing physician,
- Able to link to adverse drug event (ADE) reporting systems
What is a Clinical Decision Support System (CDSS)?
Any software that assists decisions.
Knowledge Support
Programs embedded into the EHR that educate clinicians or patients.
Flow Charts and Graphs
Looks at lab or vital sign trends over time.
Order Sets
Inpatient clinical practice guidelines for specific scenarios (e.g. pneumonia), standardizing care.
Differential Diagnosis
Software exists that helps clinicians analyze symptoms and signs, to arrive at a diagnosis.
Lab and Imaging Decision Support
What tests are indicated and at what costs?
Public Health Alerts
Primarily infectious disease alerts for new outbreaks, e.g. MERS virus.
Electronic Prescribing (eRx)
- Vast majoring of eRx occurs as part of an EHR and not a standalone program
- 93% pharmacies use Surescripts
What are the benefits of eRxs?
- Legible and complete prescriptions
- Abbreviations+ unclear decimal points are avoided
- The wait to pick up scripts shorter
- Fewer duplicated prescriptions
What errors occur with eRx?
- Wrong drug
- Wrong dose
Alert Fatigue
Too many alerts result in deletions, some justified, others not.
Ambulatory EHR Adoption
- Roughly 79% have EHRs, but some are much more advanced than others
- Larger practices adopt at a higher rate due largely to stronger finances
Inpatient EHR Adoption
- Perhaps as many as 90% of US hospitals have EHRs and most are participating in the Meaningful Use program
- Smaller urban and rural hospitals lag behind
Financial (Meaningful Use Challenge)
In spite of government reimbursement, some practices will gain and some will lose money.
Physician Resistance (Meaningful Use Challenge)
Complying with meaningful use can be onerous and may not result in any immediate and direct benefit to clinicians.
Loss of Productivity (Meaningful Use Challenge)
There is almost always initial loss of productivity and if the practice doesn’t change workflow habits there will be a long term losses as well.