CMRT Data Analytics & Reporting 3

Question 1

A CMRT is asked to generate a report on 30-day post-discharge mortality rates. Which data source is most essential for this analysis?

Accepted Answer

Death registry linked to discharge data

Answer

Linking death registry data to inpatient discharge data is required to identify patients who died within 30 days after hospital discharge.

Question 2

In a run chart used for quality monitoring, what does a 'shift' indicate?

Accepted Answer

Six or more consecutive data points on the same side of the median

Answer

A shift in a run chart is defined as six or more consecutive points all above or all below the median, signaling a non-random change in the process.

Question 3

Which ICD-10-CM coding guideline directly affects the accuracy of comorbidity data reported for analytics?

Accepted Answer

Reporting additional diagnoses that affect patient management or length of stay

Answer

Official guidelines require coding additional diagnoses that affect care or LOS, and omitting relevant comorbidities skews comorbidity analytics.

Question 4

What is the primary purpose of a health data warehouse in a hospital system?

Accepted Answer

To integrate data from multiple source systems for enterprise-wide reporting and analysis

Answer

A data warehouse consolidates data from disparate systems (EHR, billing, lab, pharmacy) into a centralized repository optimized for reporting and analysis.

Question 5

A facility's coding productivity report shows a coder averaging 18 records per day while the standard is 25. Which additional metric should be reviewed before drawing conclusions?

Accepted Answer

The coder's error rate and case complexity

Answer

Lower productivity may reflect high case complexity or excellent accuracy; reviewing error rates and complexity ensures a fair performance assessment.

(CMRT) Certified Medical Records Technician Practice Test

(CMRT) Certified Medical Records Technician Practice Test

CMRT Data Analytics & Reporting 3