All checked in, just waiting to be called back to pre-surgery room I appreciate each and everyone of y’all for your… https://t.co/ykzF2aVWXT
@belladorka @ClevelandClinic Same Here! They said they didn't have proof I paid my copays even though you can't che… https://t.co/4ZgnFrC5qQ
Our experience having our fourth child at @frankfortreg has been absolutely incredible. The staff has gone above an… https://t.co/NqYjq4xXhr
Always cool to see the @ClevelandClinic heart center ad on TV and see the surgeon who did my operation. Thank you, Dr. Roselli!
When you’re in a 12-hour operation non-stop and your nurses save you a @georgetowncupcake just for you. That’s ❤️.… https://t.co/GrmiZV4VE2
.@emoryhealthcare I've been seeing my spine doctor 10+ years at Executive Park and had neck fusion. Now I can't eve… https://t.co/4JcVaEeLLf
ty everyone! I appreciate you all so much my mom will b updating everyone on fb. I leave for @UMNHealth soon & read… https://t.co/2XfNBil0aK
@uihealthcare I can't believe you have a person who feels this way to work for you. https://t.co/dJh7STo7k6
Ordered new glasses last night and ordering sunglasses next week. 🤗 successful appt yesterday, always thankful for… https://t.co/IXX4eXvKMe
Grateful for another day of great teaching from @mayoclinic staff and Dr Stopar from UMC Ljubljana, helping @unimib… https://t.co/Md7cxqisVP
CrowdClinical is a site administered by HealthMap. We believe that the public should pay attention to what other people are tweeting about and posting on social media about the quality of healthcare they receive. CrowdClinical.com is a free dashboard that collects, aggregates and summarizes this information for a public audience in real-time. CrowdClincal should be considered to complement data from traditional reporting platforms.
In a recent BMJ publication, we have shown that Tweets describing patient experiences in hospitals cover a wide range of patient care aspects and can be identified using automated approaches. Moreover, hospital sentiment derived from these tweets correlates to established outcome metrics (e.g., 30-day hospital readmission rates). This novel data stream represents a potentially untapped indicator of quality, and may be valuable to patients, researchers, policy makers and hospital administrators.
CrowdClinical builds on the tools discussed in our BMJ publication, and uses a combination of supervised machine learning, natural language processing and manual curation to systematically identify and rate (e.g., determine sentiment) tweets discussing a patient's experience receiving health care. CrowdClinical began monitoring tweets on February 22, 2015 and continues to track patient experience discussion in real-time.
Please email with any questions or find us on twitter @CrowdClinical.
We take the security and confidentiality of your information seriously. We collect personal information such as, but not limited to, your Internet Protocol address. We reserve the right to use this information internally, including but not limited to research purposes, quality assurance purposes, but we will not sell, share, rent, or otherwise reveal this information to any third party except as required by law, or to address issues of noncompliance. We may share aggregate data with third parties in a manner that will not identify you.