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January Workgroups Highlight Using Claims Data to Drive Sepsis QI and Reducing SSIs Through Multidisciplinary Collaboration

January Workgroups Highlight Using Claims Data to Drive Sepsis QI and Reducing SSIs Through Multidisciplinary Collaboration

In January, Michigan Value Collaborative (MVC) kicked off the 2026 workgroup calendar with a sepsis workgroup focused on helping members better understand how to use claims-based data to support sepsis quality improvement (QI) efforts. The session featured an overview of sepsis-related reporting available on the MVC registry followed by an example of how custom analytic reports can be used to dig deeper into areas of clinical interest. The second workgroup of the month, a health in action presentation, featured Corewell Health Farmington Hills Hospital’s multi-year QI initiative aimed at reducing surgical site infections (SSIs) in colorectal surgery. The MVC Coordinating Center hosts one to two workgroup presentations per month covering a variety of topics including post-discharge follow-up, sepsis, cardiac rehabilitation, rural health, preoperative testing, and health in action.

Sepsis Workgroup – MVC Coordinating Center

The workgroup opened with a presentation by MVC’s Site Engagement Coordinator Rachel Folk, MHA, who walked participants through the types of sepsis related data available in the MVC registry and how members can use these reports to support local QI initiatives. The presentation emphasized that MVC’s claims-based data registry allows members to examine sepsis episodes of care across multiple payers and care settings, providing a broader view of healthcare utilization and outcomes than many internal data sources alone.

Participants were introduced to several registry reports that are particularly relevant to sepsis analysis, including:

  • Episode Payments Report, which shows total, price-standardized payments for 30- or 90-day episodes and can be used as a proxy for assessments of utilization across inpatient, professional, post-acute, and readmission services.
  • Episode Utilization Rates Report, which breaks down where patients receive care during and after an episode, such as skilled nursing facilities, home health, inpatient rehabilitation, or emergency department visits.
  • Readmissions Report, which allows members to explore readmission rates for patients by time interval and whether patients return to the index hospital or are readmitted elsewhere.
  • Comorbidities Report, which highlights common coexisting conditions among patients and supports a deeper understanding of patient complexity.
  • Payment by Condition Report, which compares case volume and utilization across conditions and helps contextualize sepsis relative to other medical episodes.

The presentation also included a review of sepsis-related Pay for Performance (P4P) reports available in the MVC registry including a Value Metric Summary Report and Value Metric Trends Report, which allow users to assess their current performance, improvement and achievement baselines and trends over time (Figures 1 and 2). Folk explained how these reports can help teams visualize progress relative to peer hospitals and MVC-wide averages.

Figure 1. MVC Data Registry Value Metric Summary – Blinded Report

MVC Data Registry Value Metric Summary table – Blinded Report

Figure 2. MVC Data Registry Value Metric Trends – Blinded Report

MVC Data Registry Value Metric Trends line graph – Blinded Report

Throughout the presentation, Folk additionally highlighted key registry features such as filtering by hospital type, payer, episode length, patient demographics, and episode time frame. She also reviewed case suppression thresholds and reminded participants that MVC’s data are risk adjusted, allowing for fairer comparisons across hospitals with differing patient populations.

Using Claims Data to Support Improvement

A recurring theme of the discussion was the importance of approaching the registry with curiosity. Participants were encouraged to consider the “five W’s” when reviewing their data and to use the available benchmarking opportunities to compare their hospital’s performance against similar hospitals to help identify realistic opportunities for improvement.

Polling during the session revealed that many participants had limited or no prior experience with an MVC registry review. Registry reviews are a dedicated opportunity for MVC staff to walk members through their site-specific data, focusing on the reports and metrics most relevant to their individual goals. These reviews can help teams move beyond high-level trends to more actionable questions about variation, utilization, and outcomes.

If you’re interested in setting up a time to complete a registry review, please email MVC.

Applying Custom Analytics to Sepsis Care

The workgroup concluded with a second presentation by MVC Analyst Janet Zhang, MPH, highlighting how custom analytic reports can be used to explore specific questions not fully addressed by standard registry reports. Using a recent example focused on sepsis patients and the impact of palliative care, Zang demonstrated how tailored analyses can provide deeper insight into care patterns, outcomes, and opportunities for improvement.

MVC encourages members interested in deeper analyses via custom report to submit a request through the Coordinating Center [Link].

MVC Sepsis Workgroup: Jan. 13, 2026

Health in Action Workgroup – Corewell Health Farmington Hills Hospital

MVC’s second workgroup of January featured Jennifer Hengy, BSN, RN, Internal Quality Improvement Specialist, Dr. Eugene Laveroni, Chief of Surgery, and Leslie Smith, RPh, JD, BCPS, BCIDP, Clinical Pharmacist Specialist from Corewell Health Farmington Hills. Together they showcased how a multidisciplinary team used data, evidence-based guidelines, and workflow redesign to drive meaningful improvements in patients’ safety by reducing SSIs in colorectal surgery.

SSIs remain a significant source of patient harm and financial penalty for hospitals nationwide. Despite advances in sterile technique and surgical technology, data from the Centers for Disease Control and Prevention (CDC) continue to show SSIs occur at alarming rates. As Hengy explained, their local data mirrored this challenge with an SSI rate of 9.6% in colorectal surgeries in 2023. This signaled an urgent need for targeted improvement. For Farmington Hills, this started with building the right team.

Building a Team

The initial improvement committee included surgical leadership, quality improvement specialists, pharmacy, nursing education, and anesthesia, with additional stakeholders added as new insights emerged. This diverse group ensured that clinical expertise, frontline workers, and data review were all represented throughout the project. Another key principle of the initiative was fostering a non-punitive culture. Chart reviews and peer discussion focused on learning and system improvement rather than individual blame, helping to sustain engagement across disciplines.

The Discovery Phase: Identifying Key Gaps

The discovery phase proved to be the most challenging but ultimately the most impactful, Hengy shared. The team conducted detailed chart reviews of SSI cases to better understand contributing factors, examining elements including:

  • Use of clean closing gloves, gowns, and closing packs
  • Skin preparation and closure techniques
  • Antibiotic selection, timing, and infusion duration
  • Documentation of infections present at the time of surgery (or PATOS)

Early interventions focused on education about documentation, standardized closing packs, and surgical techniques. While these steps led to modest improvements, they did not produce the level of change the team was seeking so they turned to the experts in antibiotics.

Optimizing Antibiotic Selection and Timing

A deeper dive into perioperative antibiotic practices at Farmington Hills revealed variability in both the antibiotics chosen and their infusion timing. The team identified frequent use of second-line antibiotics in patients with reported penicillin allergies, as well as inconsistencies ensuring antibiotics were fully infused prior to surgical incision.

Smith, a clinical pharmacist specializing in antimicrobial stewardship and a member of Corewell Health Farmington Hills’ SSI workgroup explained that cefazolin remains the preferred first-line prophylactic antibiotic for colorectal surgery and can be safely administered to most patients with reported penicillin allergies. Pharmacy-led education highlighted Cefazolin’s uniquely low risk of cross-reactivity and proven lower SSI rates compared to non-beta-lactam alternatives. Education was delivered through multiple channels, including surgical quality meetings, residents and provider training, newsletters, and real-time feedback to reinforce adherence to standardized protocols.

In addition, the team redesigned workflows to address infusion timing. New processes ensured that antibiotics requiring longer infusion times were started earlier in the preoperative phase. The use of visual job aids, memory tools, and Omnicell alerts reinforced these changes at the point of care (Figures 3 and 4).

Figure 3. Timing of Preoperative Antibiotic Infusion Flyer

Timing of Preoperative Antibiotic Infusion Flyer

Figure 4. Recommended Antibiotic Re-Dosing Interval Guideline Table for Patients Currently Receiving Antibiotics

Recommended Antibiotic Re-Dosing Interval Guideline Table for Patients Currently Receiving Antibiotics

Outcomes and Impact

Following implementation of these antibiotic-focused interventions and revised workflows, Corewell Health Farmington Hills observed a substantial reduction in colorectal SSIs with an infection ratio (SIR) of 0% between February 2024 and August 2024. In conclusion, the presenters emphasized that while zero harm is an aspirational goal, the consistency of guideline adherence and the sustainability of improved practices represented their major successes.

MVC Health in Action Workgroup: Jan. 29, 2026

MVC welcomes workgroup presenters from across Michigan to share their expertise, success stories, initiatives, and solution-focused ideas with MVC members. Please reach out to us via email or by submitting a presentation proposal using this form if you are interested in sharing your work.

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MVC’s Updated Common Conditions Report Now Available to Hospital Members

MVC’s Updated Common Conditions Report Now Available to Hospital Members

On Monday, the Coordinating Center distributed a refreshed version of MVC’s common conditions report. This report delivers a comprehensive analysis of care episodes for eight prevalent medical and surgical conditions, frequently targeted for quality improvement initiatives within MVC hospitals. It assesses hospital performance and highlights potential areas for growth. The report’s current conditions include chronic obstructive pulmonary disease (COPD), colectomy (non-cancer), congestive heart failure (CHF), total knee and hip (joint) replacement, percutaneous coronary intervention (PCI), pneumonia, and sepsis. Notably, acute myocardial infarction (AMI) and spine surgery, which were previously included, have been replaced by two new conditions, PCI and sepsis, in the latest report.

MVC generated reports for 96 eligible hospitals. General acute care hospital and Critical Access Hospital (CAH) members received tailored versions of the report, which included benchmark data specific to their respective hospital categories and tailored comparison groups.

Although the provided metrics vary by condition and case count, report pages generally focus on 30-day total episode payments, post-acute care and post-discharge ED utilization, readmission rates, and common reasons for readmissions. MVC price standardizes total episode payments to Medicare FFS amounts so that comparisons can be made across hospitals over time. Payments are risk-adjusted for patient age, gender, payer, comorbidities, and high or low prior healthcare utilization/payments.

The report has been updated to feature recent data covering the period of January 1, 2022, through December 31, 2023, for Blue Cross Blue Shield of Michigan (BCBSM) / Blue Care Network (BCN) Commercial, BCBSM/BCN Medicare Advantage (MA), and Michigan Medicaid; Medicare FFS data covers the period of January 1, 2022, through November 30, 2022.

Upon opening the latest report, MVC members will find the integration of a “Common Conditions and Procedures Report”, which consolidates the patient population data for all conditions at each hospital, facilitating a more comprehensive and effective comparison.

Additionally, each page now features a figure displaying the breakdown of 30-day risk-adjusted, price-standardized post-acute care payments by new payer categories (See Figure 1). The new categories include BCBSM/BCN Commercial, BCBSM/BCN Medicare Advantage, Medicare Only, Medicaid Only, and Dual Eligible. With the addition of the “Dual-Eligible” category, it should be emphasized that dual-eligible patients have been reclassified as such and are now exclusively represented within this new category and no longer represented in the separate Medicare and Medicaid categories.

Figure 1.

Beyond offering insights into payments by payer and post-acute care categories, this figure gains significant value when analyzed alongside the new graphical representation of post-acute care utilization rates (See Figure 2). This comparative analysis serves to clarify the spending trends associated with each post-acute care category, illustrating how spending aligns with utilization frequency. The updated dot figure now features expanded post-acute care categories, with the addition of Inpatient Rehabilitation (IP Rehab), Outpatient Rehabilitation (OP Rehab), Emergency Department (ED), and Long-Term Acute Care Hospital (LTACH) services. This figure also depicts the percentage of each hospital’s patients who utilized home health care, skilled nursing facility (SNF) care, and outpatient services.

Figure 2.

Across the collaborative, reports continue to show high use of 30-day home health care and outpatient services for these common conditions. For patients initiating their episode of care at a general acute care hospital within the collaborative, the home health care utilization rate was highest following CABG and joint replacement.

Patients experiencing a CABG episode were noted to have significant use of outpatient services within the 30 days following the index event, demonstrating an average utilization rate of 66%. This rate reflects a 7% decline in utilization rate from the figures reported in the previous common conditions report. Patients with episodes of CHF and PCI were also high utilizers of outpatient services.

One final trend noted across the collaborative is a general decrease in 30-day readmission rates for colectomy, COPD, CABG, CHF, pneumonia, and sepsis (See Figure 3).

Figure 3.

MVC is dedicated to regularly updating its commons conditions report, aiming to equip collaborative partners with insightful data that can drive and reinforce meaningful advancements in healthcare quality. We hope these reports prove beneficial and welcome MVC members to contact MVC with any questions or analytic requests.

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Distressed Community Index Data Supplements MVC Equity Work

Distressed Community Index Data Supplements MVC Equity Work

Emphasizing health equity in Michigan is a key strategic initiative for the Michigan Value Collaborative. MVC kicked off this strategic initiative at its October 2021 semi-annual meeting with the theme of “The Social Risk and Health Equity Dilemma.” Since then, MVC has expanded its access to data sets related to health equity, developed hospital health equity reports, and regularly convened stakeholders from around the state via a health equity workgroup series that launched in January 2022. MVC is eager to find new and exciting ways to utilize data and collaborate with members on health equity topics in Michigan.

One of the more recent enhancements to MVC’s capacity was the addition of more granular data on social determinants of health. MVC secured access to Distressed Community Index (DCI) data, a tool for measuring the comparative economic well-being of US communities. DCI data was first integrated into MVC reporting in August with the distribution of a new push report on emergency department and post-acute care use. It was also incorporated in MVC’s newest physician organization report on chronic obstructive pulmonary disease, which was distributed to PO members last month.

The DCI data are developed by the Economic Innovation Group and derived from the US Census Bureau’s Business Patterns and American Community Survey Five-Year Estimates (2016-2020). The DCI is a composite measure of ZIP-code level socioeconomic distress comprised of seven key indicators, including education, housing, unemployment, poverty, income, employment changes, and business (see Figure 1).

Figure 1.

The resulting DCI composite measure assigns individual five-digit ZIP codes a number from 0 to 100 with 0 representing the least distressed communities and 100 representing the most distressed communities. The DCI is then grouped into five ordered categories for ease of comparison: distressed, at risk, mid-tier, comfortable, and prosperous. The data include details on 874 ZIP codes in Michigan that have at least 500 residents, of which 192 (22%) are prosperous communities and 120 (14%) are distressed communities. The map below (see Figure 2) highlights the distribution of community-level distress categories across the state of Michigan, with the blue areas representing more prosperous communities and the red areas representing more distressed communities.

The data also reveal staggering racial/ethnic disparities in Michigan. As seen in Figure 3 below, Black/African American Michiganders are far more likely to live in distressed communities relative to non-Hispanic whites. This information is further evidence of the need for broad efforts to reduce disparities according to race/ethnicity and local community distress.

Figure 3.

Incorporating the DCI into MVC data analytics will offer new opportunities to better understand health equity challenges in Michigan. The MVC Coordinating Center looks forward to using these data in collaboration with its members and is eager to discuss how best to leverage such data sets to identify inequity in Michigan healthcare. Please contact MVC to learn more or request custom analytics.