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MVC Shares New COPD Report with Physician Organizations

MVC Shares New COPD Report with Physician Organizations

This week the Michigan Value Collaborative (MVC) introduced a new push report for its physician organization (PO) members focused on chronic obstructive pulmonary disease (COPD), providing a tailored version for each of MVC’s 40 PO members. This new push report was created in response to member interest in improving the quality of care for chronic diseases. It utilized 30-day claims-based COPD episodes from Medicare Fee-For-Service, Blue Cross Blue Shield of Michigan (BCBSM) PPO Commercial, and BCBSM Medicare Advantage with index admissions from 1/1/19 to 6/30/21.

One feature the MVC Coordinating Center is excited to highlight is the inclusion of 30-day readmission rates by major comorbidity categories for COPD. Rates were assessed for a PO’s attributed COPD patients overall as well as for attributed patients with congestive heart failure, diabetes, and vascular disease (see Figure 1). These comorbidities are assessed using diagnosis codes on claims in the six months prior to the patient’s index hospitalization.

Figure 1.

Also featured in this report were 90-day rates of pulmonary rehabilitation utilization following COPD index hospitalizations. This is the first time MVC has included a measure of pulmonary rehabilitation utilization in a collaborative-wide report, and the Coordinating Center hopes that this metric will encourage increased use of this important program across Michigan. Across all COPD episodes in the report, the collaborative-wide rate of pulmonary rehabilitation for PO-attributed patients was 2.7% (see Figure 2).

Figure 2.

Due to the low collaborative-wide rate, the Coordinating Center assessed 90-day utilization of pulmonary rehabilitation rather than 30-day utilization. However, the American Thoracic Society recommends the initialization of pulmonary rehabilitation within three weeks following hospitalization. Click here to learn more about American Thoracic Society recommendations for pulmonary rehabilitation and other care following COPD hospitalization.

Each PO’s complete report also includes figures illustrating average price-standardized risk-adjusted 30-day total episode payments, average index hospitalization length of stay, trends in readmission rates, rates and payments of post-acute care utilization, rates of outpatient follow-up, and patient population demographics. A patient population snapshot table details several demographic variables, including a variable based on data from the Economic Innovation Group’s Distressed Communities Index (DCI). It identifies the proportion of patients living in an “at-risk” or “distressed” zip code across all payers (see Figure 3). The DCI is derived from the U.S. Census Bureau’s Business Patterns and American Community Survey.

Figure 3.

A second table provides information on index hospital locations of care for the PO’s attributed patients, comparing the percent of patients treated at each site as well as each index hospital’s average 30-day total episode payment.

The COPD PO report is also being shared with members of the newly established lung care Collaborative Quality Initiative, commonly referred to as INHALE (Inspiring Health Advances in Lung Care). INHALE focuses on patients with asthma and COPD. They disseminate strategies to improve outcomes in these patient populations and reduce the costs associated with asthma/COPD care.

MVC also partnered with a fellow Collaborative Quality Initiative to provide POs with a provider resource that may be relevant to their work with COPD patients. The Healthy Behavior Optimization for Michigan (HBOM) team provided its Quit Smoking Resource Guide to send alongside MVC’s report. HBOM aims to ensure that all smokers who are interested in quitting receive the support and resources they need to be successful. Read more about HBOM’s materials and efforts on the HBOM website or in MVC’s May spotlight blog.

If you have any suggestions on how these reports can be improved or the data made more actionable, the Coordinating Center would love to hear from you. MVC is also seeking feedback on how collaborative members are using this information in their quality improvement projects. Please reach out at Michigan-Value-Collaborative@med.umich.edu.

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MVC Shares New Pneumonia Push Report with Hospitals

The Michigan Value Collaborative (MVC) introduced its first ever pneumonia push report this week when the Coordinating Center shared individualized reports with 89 hospitals across Michigan. This report was created in response to member interest and incorporated 30-day claims-based episodes with index admissions from 1/1/18 – 12/31/20 for the following payers: Medicare FFS, Blue Cross Blue Shield of Michigan (BCBSM) PPO Commercial, Blue Care Network (BCN) Commercial, BCBSM MA, BCN MA, and Medicaid. Reports were created for all MVC member hospitals that had at least 11 pneumonia episodes per year in 2018, 2019, and 2020.

One goal for this report was to provide data that would be useful for a broad range of MVC’s increasingly diverse membership. Critical Access Hospitals (CAHs), for example, are some of MVC’s newest members and differ in several meaningful ways from other hospitals in the collaborative. Therefore, MVC distributed two different versions of the pneumonia report in order to refine comparison groups and provide a more tailored view of the data. As a result, 81 general acute care hospitals received a pneumonia report comparing their performance to 1) all other eligible general acute care hospitals in the collaborative and 2) acute care hospitals in their geographic region. The second version of the report was shared with eight eligible CAHs, which compared their performance to other MVC CAHs. By providing hospitals with tailored comparison groups when appropriate, MVC hopes to strengthen the usability of its claims-based data to inform quality improvement initiatives.

After much consideration, the MVC team decided to remove any pneumonia episodes containing a confirmed diagnosis of COVID-19 (U07.1) in the first three diagnosis positions of an inpatient facility claim from this report. Members can now replicate this approach on the MVC registry for episodes from April 2020 or later using the new COVID-19 filter, which allows users to include or exclude episodes that contained an inpatient facility claim with a confirmed COVID-19 diagnosis. For the purposes of this push report, the Coordinating Center further excluded all pneumonia episodes from March 2020 in order to remove COVID-19 hospitalizations that occurred in Michigan before an official COVID-19 diagnosis code was available and were coded as pneumonia.

Measures included in the pneumonia report were trends in average price-standardized risk-adjusted total episode payments, average index length of stay, index in-hospital mortality rates, trends in 30-day readmission rates, rates of 30-day post-acute care utilization, and rates of seven-day outpatient follow-up. Overall, the Coordinating Center found that the in-hospital mortality rate for both groups of hospitals was about 2%. One noticeable difference between the two report groups was that CAHs had a shorter average length of stay for index pneumonia hospitalizations (4.6 days, see Figure 1) than general acute care hospitals (5.8 days, see Figure 2).

Figure 1. Average Index Length of Stay at CAHs

Figure 2. Average Index Length of Stay at Acute Care Hospitals

Post-acute care utilization rates were stratified by emergency department (ED), home health, rehabilitation, and skilled nursing facility (SNF). In general, the most frequently utilized category of post-acute care for pneumonia episodes was home health at a rate of 20% for acute care hospitals (see Figure 3) and 24% for CAHs (see Figure 4). Furthermore, there was wide variability in seven-day outpatient follow-up rates for both types of hospitals, but the average for acute care hospitals was higher at 39.7% (see Figure 5) compared to 24.4% (see Figure 6) for CAHs.

Figure 3. 30-Day Post-Acute Care Utilization Rates at Acute Care Hospitals

Figure 4. 30-Day Post-Acute Care Utilization Rates at Critical Access Hospitals

Figure 5. Seven-Day Outpatient Follow-Up Rates at Acute Care Hospitals

Figure 6. Seven-Day Outpatient Follow-Up Rates at Critical Access Hospitals

By understanding the unique needs of its members, MVC can improve future reports for use in quality improvement activities. If your hospital is interested in sharing feedback about the new pneumonia report or has a specific follow-up request, please reach out to the Coordinating Center at michiganvaluecollaborative@gmail.com.

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Introducing MVC’s Newest Analyst, Kristen Palframan, MPH

Introducing MVC’s Newest Analyst, Kristen Palframan, MPH

I am excited to have joined the Michigan Value Collaborative (MVC) this month as a data analyst. I’m really looking forward to working with the MVC team and using my experience in data management and analysis to support the goal of improving the quality and value of healthcare in Michigan.

My background is primarily in research and data analysis. I have a Bachelor of Science degree in Animal Behavior from Bucknell University. After conducting behavioral research and wildlife disease fieldwork with animals throughout and following college, I developed an interest in disease prevention and came to Michigan to pursue a Master of Public Health (MPH) degree from the University of Michigan School of Public Health. During my MPH program I took a variety of epidemiology and statistics courses, and I particularly enjoyed those that involved programming in SAS and SQL. After graduating from the University of Michigan with an MPH degree in Epidemiology in 2018, I worked for three years as an epidemiologist for the U.S. Department of Veterans Affairs (VA) in the Office of Mental Health and Suicide Prevention. At the VA, I worked on analyses, reports, dashboards, and manuscripts focused on supporting suicide prevention among U.S. Veterans. My work for the VA primarily used electronic medical record data from the Veterans Health Administration as well as mortality data from the Centers for Disease Control and Prevention’s National Death Index.

Now I am thrilled to use my experience in healthcare data analysis to support MVC’s mission and I’m looking forward to growing as an analyst and gaining experience working with claims data. If you have any questions or would like to contact me, please feel free to email me at kpalf@med.umich.edu.