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Learn how data visualization affects comprehension and drives better decision-making. Gain insights from various industries, including healthcare. Improve your data reporting techniques to enhance understanding and engagement.
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Presenting and Reporting Data: Improving Presentation of Your Data to Inspire Results APIC MT Spring Conference Friday, April 12, 2019 Helena, MT Presented by: Laura Bermel, BSN, RN, CIC--Kalispell Erika Baldry, Communicable Disease Epidemiologist
Objectives • Understand how data presentation affects understanding and next steps for information being presented • Learn from examples outside of healthcare for data visualization • Recognize how understanding improves when data presentation is improved
Example from “2017: The Year in Charts”; New York Times: 12/29/2017
Display of Increasing Rates of Influenza https://www.cdc.gov/flu/weekly/usmap.htm
Display of Increasing Rates of Influenza https://www.cdc.gov/flu/weekly/usmap.htm
“Florence Nightingale’s Rose” -- Florence Nightingale's most famous infographic (1858)
Anyone watch “Victoria” on PBS this season? Water Pump
Additional Challenges in Montana: • Having enough data to create meaningful results • CAHs • Reactive vs proactive with data
Even the Experts Can Have Issues Presenting Their Data • https://www.businessinsider.com/the-27-worst-charts-of-all-time-2013-6#want-more-28
Infographics https://dphhs.mt.gov/publichealth/cdepi/infographics
HAI Data • Create scorecards on a quarterly basis • Scorecards include data for 12 IPPS facilities • Allows facilities of similar size to compare themselves to one another using the standardized infection ratio (SIR) • SIR>1 means that the number of events (HAIs) reported to NHSN were greater than predicted • SIR<1 means that the number of events (HAIs) reported to NHSN were less than predicted • SIR=1.0 means that the number of events (HAIs) reported to NHSN were the same as predicted • Predicted value is based upon facility’s response to the annual Patient Safety Survey in NHSN and the 2015 national aggregate data
1 NHSN (TAP Report)
2 NHSN (TAP Report) 3
NHSN TAP ReportCLABSI (State) Group SIR for CLABSI is 0.6 (>goal of 0.4) Group CAD for CLABSI is 13
NHSN TAP Report CLABSI + CAD • CAD= Cumulative Attributable Difference • Number of infections that need to be prevented to meet your SIR goal (for example, in the first location, 6 infections would need to be prevented to meet the DPHHS goal of 0.4 for CLABSI). - CAD