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Reviewing the Control Chart DataThe control chart shows"Events/Bed Day" over time, with the Upper Control Limit (UCL), Lower Control Limit (LCL), and a center line (CL) marking the baseline average of the process before the intervention.

Identifying the Impact of the New Process

The intervention to reduce events per bed day was implemented on January 7.

Following this date, there is a noticeable and consistent decrease in the number of events per bed day, with data points gradually moving downward.

Eventually, the values settle well below the original center line, indicating a decreasing shift in the process.

Differentiating Between Trends and Shifts

A shift is characterized by a sustained change in process level, often due to a successful intervention, as seen here with lower event rates maintained over time.

In this case, the shift is in a favorable direction, as the targeted events per bed day have reduced significantly and consistently.

A trend would indicate a continuous movement in a direction, but this chart shows that after an initial decline, the process stabilizes at a lower rate.

ConclusionSince the process has demonstrated a decreasing shift, indicating improvement and reduced events per bed day, the correct recommendation is to continue the process, as it appears successful in achieving the goal.

To increase profitability of services covered under bundled payments, the healthcare quality professional should recommend starting with an analysis of efficiency. Bundled payments provide a single payment for all services related to a treatment or condition, incentivizing providers to deliver care more efficiently. Analyzing efficiency can help identify areas where resources can be used more effectively, reducing costs while maintaining or improving quality, which is critical for profitability under bundled payment models.

Safety (B): While crucial, safety alone may not directly impact profitability under bundled payments.

Access (C): Improving access is important but may not directly influence profitability in the context of bundled payments.

Equity (D): Equity is essential for quality care but is not the primary focus when aiming to increase profitability under bundled payments.

References

NAHQ Body ofKnowledge: Efficiency and Cost Management in Healthcare

NAHQ CPHQ Exam Preparation Materials: Analyzing Quality in Bundled Payment Models

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Detailed Explanation:

Service line specific measures provide quantitative data to assess the specialty’s performance and effectiveness, such as patient outcomes,satisfaction, and utilization.

Option B: Service line specific measures of performance

Performance metrics provide evidence of success or areas for improvement, crucial for evaluating a new specialty.