EHR EHR Data Analytics and Reporting 1 — Questions and Answers
Question 1: Which type of EHR report aggregates patient data across a population to identify trends in disease prevalence?
- Individual patient summary
- Population health report (Correct answer)
- Single-encounter note
- Medication reconciliation list
Correct answer: Population health report
Population health reports aggregate data across many patients to identify disease trends and support public health decision-making.
Question 2: What does the term 'data normalization' mean in the context of EHR analytics?
- Encrypting patient data for HIPAA compliance
- Converting data into a consistent format to enable accurate comparison (Correct answer)
- Deleting duplicate patient records
- Archiving records older than 10 years
Correct answer: Converting data into a consistent format to enable accurate comparison
Data normalization standardizes data formats across systems so that information can be meaningfully compared and analyzed.
Question 3: A clinical dashboard in an EHR is primarily used to:
- Store scanned paper documents
- Display real-time key performance indicators and patient metrics (Correct answer)
- Generate billing codes automatically
- Schedule patient appointments
Correct answer: Display real-time key performance indicators and patient metrics
Clinical dashboards provide real-time visual displays of KPIs and patient metrics to support timely clinical decision-making.
Question 4: Which federal program requires eligible professionals to submit clinical quality measures (CQMs) derived from EHR data?
- OSHA Reporting Program
- Meaningful Use / Promoting Interoperability Program (Correct answer)
- DEA E-Prescribing Registry
- CLIA Laboratory Program
Correct answer: Meaningful Use / Promoting Interoperability Program
The Meaningful Use (now Promoting Interoperability) program requires providers to report CQMs extracted from certified EHR technology.
Question 5: What is a 'cohort' in EHR-based population analytics?
- A type of encryption key used for data security
- A group of patients sharing common characteristics selected for analysis (Correct answer)
- A billing code set for chronic conditions
- A network protocol for data exchange
Correct answer: A group of patients sharing common characteristics selected for analysis
A cohort is a defined group of patients with shared characteristics (e.g., diagnosis, age, medication) used as the basis for population-level analysis.
Question 6: Which data format is most commonly used to export structured clinical data from an EHR for analytics purposes?
- MP3
- CSV or HL7 FHIR (Correct answer)
- JPEG
Correct answer: CSV or HL7 FHIR
CSV files and HL7 FHIR-formatted data are standard structured formats used to export EHR data for analysis in external tools.
Question 7: In EHR analytics, what does a 'gap in care' report identify?
- Missing progress notes from a provider
- Patients who have not received recommended preventive services or follow-up care (Correct answer)
- Incomplete insurance information in patient records
- Billing charges not yet submitted to payers
Correct answer: Patients who have not received recommended preventive services or follow-up care
A gap in care report flags patients who are overdue for preventive services (e.g., mammograms, immunizations) or recommended follow-up visits.
EHR EHR Data Analytics and Reporting 1
Which type of EHR report aggregates patient data across a population to identify trends in disease prevalence?