Clinical dashboard development for opioid-related adverse drug events in surgical patients using a national administrative claims database -

نویسندگان

  • Mark Jones
  • Alexander Stone
  • Nikhilesh Rao
  • Richard Urman
چکیده

4171 Scientific abstract: Acute pain Clinical dashboard development for opioid-related adverse drug events in surgical patients using a national administrative claims database Mark Jones, Alexander Stone, Nikhilesh Rao, Richard Urman Beth Israel Deaconess Medical Center, Harvard Medical School Introduction National attention to opioid-related adverse drug events (ORADES) is growing as efforts to combat the opioid crisis intensify. ORADES include a wide range of complications, from respiratory depression and arrest to opioid induced ileus and urinary retention; previous studies estimate ORADES rates ranging between 10-35% in surgery patients who received opioids [1-3]. ORADES correlate to morbidity, mortality, increased length of hospital stay (LOS) and increased hospitalization costs. We created an innovative dashboard using the Centers for Medicare and Medicaid Services (CMS) administrative claims database. This dashboard can help hospitals utilize ORADES data to facilitate widespread quality improvement efforts. Materials and methods This study was reviewed and deemed exempt by the Brigham and Women’s Hospital Institutional Review board. We utilized data from Centers for Medicare and Medicaid Services (CMS) administrative claims database, which contains data from all hospitals in the United States caring for Medicare patients. Claim data includes key fields such as Hospital NPI, ICD codes, present on admission indicator flags, admission and discharge dates, and MS DRG classifications. This dataset represents 30-35% of all hospital discharges. In addition, a literature search was conducted to collect previously published ORADES-defining ICD-9 codes and convert them to ICD-10 codes. Common surgical procedures were captured and defined using diagnostic relate groups (DRG) codes. An in-depth data analysis was performed using detailed claims data, ICD codes in the literate, and the surgical procedure groups to show ORADES quality outcomes by hospital. Results/Case report We developed a dashboard that could present meaningful data on ORADES to frontline clinicians and hospital leadership on key quality outcomes such as LOS and complication rates. The dashboard allows hospitals to compare local data on ORADES rates to other hospitals both regionally and nationally. Figure 1 shows a sample hospital with their ORADE incidence rate compared to national rates, and the difference in LOS for cohorts with and without an ORADE. Users are able to refine their search by surgery type (e.g. colorectal, thoracic and spine surgery) by filtering based on diagnostic related groups. Users were also able to filter the ORADES by the primary organ system affected (e.g. respiratory, gastrointestinal, neurologic). Figure 2 shows an example of a screenshot of the historical monthly ORADES rates (in red) and average length of stay for patients with ORADES (in blue) vs patients without ORADES (in green). Detailed data tables for each hospital (Figure 3) are also available to view and download for offline analysis. Discussion We created an innovative interface using national administrative claims data that allow hospitals to leverage their ORADES data in order topromote more widespread quality improvement efforts as well as benchmark against national trends. To our knowledge, this is the first dashboardto report ORADE rates and its impact on quality outcomes at the hospital level. This tool and methodology for estimating ORADES rates can beapplied to patient safety and quality improvement efforts as a clinically meaningful measure to help monitor and reduce opioid relatedcomplications following inpatient surgery, and also be used for research investigations and patient risk stratification.References 1. Oderda GM, Gan TJ, Johnson BH, Robinson SB. Effect of Opioid-Related Adverse Events on Outcomes in Selected Surgical Patients. J Pain16th Annual Pain Medicine MeetingThursday, November 16, 2017–Saturday, November 18, 2017Lake Buena Vista FL

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Unplanned Operations and Adverse Events after Surgery for Diaphyseal Fracture of the Clavicle

Background: We used a database of patients treated at three hospitals to study the primary null hypothesis that thereare no factors associated with unplanned reoperations or adverse events after surgical repair for diaphyseal claviclefracture. Additionally we addressed the following secondary study questions: 1. What is the prevalence of unplannedreoperations or adverse events...

متن کامل

Computerized surveillance of opioid-related adverse drug events in perioperative care: a cross-sectional study

BACKGROUND Given the complexity of surgical care, perioperative patients are at high risk of opioid-related adverse drug events. Existing methods of detection, such as trigger tools and manual chart review, are time-intensive which makes sustainability challenging. Using strategic rule design, computerized surveillance may be an efficient, pharmacist-driven model for event detection that levera...

متن کامل

What can we learn from patient claims?: Analysing of patient injuries following orthopaedic surgery

Background: Objective data on the incidence and pattern of adverse events after orthopaedic surgical procedures remain scarce, secondary to the reluctance for encompassing reporting of surgical complications. The aim of this study was to analyze the nature of adverse events after orthopaedic surgery reported to a national database for patient claims in Sweden. Methods: In this retrospective rev...

متن کامل

What can we learn from patient claims? - A retrospective analysis of incidence and patterns of adverse events after orthopaedic procedures in Sweden

BACKGROUND Objective data on the incidence and pattern of adverse events after orthopaedic surgical procedures remain scarce, secondary to the reluctance for encompassing reporting of surgical complications. The aim of this study was to analyze the nature of adverse events after orthopaedic surgery reported to a national database for patient claims in Sweden. METHODS In this retrospective rev...

متن کامل

Tranexamic Acid in Total Joint Arthroplasty: Efficacy and Safety

  Despite improvements in surgical and anesthetic techniques, total joint arthroplasty (TJA) is still associated with substantial blood loss and postoperative anemia (1). A considerable portion of patients with postoperative anemia require blood transfusion, which has been shown to negatively affect the outcome of TJA and predisposes patients to development of surgical site infection and peripr...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2017