CRCR Technology and Data Analytics 4

Question 1

Which data analytics technique is most appropriate when a revenue cycle team wants to predict which claims are likely to be denied before submission?

Accepted Answer

Predictive analytics

Answer

Predictive analytics uses historical data and machine learning models to forecast future outcomes such as claim denial probability.

Question 2

A hospital's EHR system must exchange patient data with a payer's system using a standardized messaging format. Which protocol is most commonly used for this real-time clinical data exchange?

Accepted Answer

HL7 FHIR

Answer

HL7 FHIR (Fast Healthcare Interoperability Resources) is the current standard for real-time, API-based clinical data exchange between systems.

Question 3

When analyzing accounts receivable data, a revenue cycle analyst notices a spike in days in A/R for a specific payer. Which dashboard metric would best help isolate the root cause?

Accepted Answer

Denial rate by payer and denial reason code

Answer

Breaking down denial rate by payer and reason code pinpoints whether increased A/R days stem from a specific denial pattern tied to that payer.

Question 4

Under the HIPAA Security Rule, which safeguard category requires policies such as workforce training, access management, and sanction policies for employees who misuse PHI?

Accepted Answer

Administrative safeguards

Answer

Administrative safeguards are the policies and procedures that govern workforce conduct and management of PHI access under the HIPAA Security Rule.

Question 5

A revenue cycle department implements robotic process automation (RPA) for eligibility verification. Which outcome best represents the primary benefit of this technology?

Accepted Answer

Reduction in manual data entry errors and processing time

Answer

RPA automates repetitive rule-based tasks like eligibility checks, reducing human error and accelerating the verification process.

CRCR - Certified Revenue Cycle Representative Program Practice Test

CRCR - Certified Revenue Cycle Representative Program Practice Test

CRCR Technology and Data Analytics 4