Data trends in anesthesia outcomes

Has anyone noticed the correlation between anesthesia machine upgrades and improved patient outcomes? In my practice, we’ve seen a significant reduction in complications since implementing data analytics tools in our workflow. I’m curious if others have similar experiences or data to share.

‌⁠‍⁠​‍​‍‌⁠‌​​‍​‍​⁠‍‍​‍​‍‌‍​⁠‌⁠​‍‌‍⁠‍‌‍​‌​‍​‍​‍⁠​​‍​‍‌‍‍⁠​‍​‍​⁠‍‍​‍​‍‌‍⁠‍‌‍‌‌‌⁠‌⁠‌‌⁠⁠‌⁠‌​‌‍⁠⁠‌⁠​​‌‍‍‌‌‍​⁠​‍​‍​‍⁠​​‍​‍‌‍‍‌‌‍‌​​‍​‍​⁠‍‍​‍​‍‌‍⁠‍‌‍‌‌‌⁠‌⁠​‍​‍​‍⁠​​‍​‍‌‍‌​​‍​‍​⁠‍‍​‍​‍​⁠​‍​⁠​​​⁠​‍​⁠‌‍​⁠​​​⁠​‍​⁠​​​⁠‌‍​‍​‍​‍⁠​​‍​‍‌‍‍​​‍​‍​⁠‍‍​‍​‍‌‍​‍‌‌‌‌​‍⁠‌‌​⁠​‌⁠‌​‌⁠‍‌‌‌‌‌​‍⁠‌‌⁠‌‍‌‌​​‌​‍⁠‌​‍‌‌​⁠⁠‌⁠‍‍‌‌​‌‌⁠‌‌​‍​‍‌⁠⁠‌​

It’s amazing how much ultrasound can reveal! I’ve had success with the Mindray DC-just for imaging too. What model did you upgrade to?

‌⁠‍⁠​‍​‍‌⁠‌​​‍​‍​⁠‍‍​‍​‍‌‍​⁠‌⁠​‍‌‍⁠‍‌‍​‌​‍​‍​‍⁠​​‍​‍‌‍‍⁠​‍​‍​⁠‍‍​‍​‍‌⁠​‍‌‍‌‌‌⁠​​‌‍⁠​‌⁠‍‌​‍​‍​‍⁠​​‍​‍‌‍‍‌‌‍‌​​‍​‍​⁠‍‍​⁠​‌​⁠‌⁠​⁠‌​​‍⁠​​‍​‍‌‍‌​​‍​‍​⁠‍‍​‍​‍​⁠​‍​⁠​​​⁠​‍​⁠‌‍​⁠​​​⁠​‍​⁠​​​⁠‍​​‍​‍​‍⁠​​‍​‍‌‍‍​​‍​‍​⁠‍‍​‍​‍​⁠‍‌‌‌‌​‌​‍‍‌​​‌​⁠​​‌‌‍‌‌​‍‌‌‍‌‌‌​‌⁠‌⁠‌​‌‍‌‍‌‍‌​‌‍⁠⁠‌‍‌‌​⁠​‌‌​‌​​‍​‍‌⁠⁠‌​

I’ve definitely seen the benefits of upgrading our machines too! Just recently, we integrated a new data analytics tool, and our complication rates dropped noticeably… I wonder if the changes in your practice came with specific training for the staff as well?

‌⁠‍⁠​‍​‍‌⁠‌​​‍​‍​⁠‍‍​‍​‍‌‍​⁠‌⁠​‍‌‍⁠‍‌‍​‌​‍​‍​‍⁠​​‍​‍‌‍‍⁠​‍​‍​⁠‍‍​‍​‍‌⁠​‍‌‍‌‌‌⁠​​‌‍⁠​‌⁠‍‌​‍​‍​‍⁠​​‍​‍‌‍‍‌‌‍‌​​‍​‍​⁠‍‍​⁠​‌​⁠‌⁠​⁠‌​​‍⁠​​‍​‍‌‍‌​​‍​‍​⁠‍‍​‍​‍​⁠​‍​⁠​​​⁠​‍​⁠‌‍​⁠​​​⁠​‍​⁠​‌​⁠​‍​‍​‍​‍⁠​​‍​‍‌‍‍​​‍​‍​⁠‍‍​‍​‍‌‍‍‍‌‍⁠‌‌‌‍‍​⁠​​‌⁠‌‍‌⁠‌⁠‌‍‌⁠‌​‍⁠‌​​‌‌‌⁠⁠‌‌​‌‌‍‌‍​⁠‌‌‌‌​‌‌⁠‍‌‌‌​⁠​‍​‍‌⁠⁠‌​