Predicting Readmissions, Longitudinal Record, and Physicians’ Time

Here’s a quick look around the Twittersphere and a few topics that stood out to me that I think might be of interest to you.

I’ve been following algorithms like this for a while and they’re really starting to come into their own. This type of predictive technology or predictive analytics if you prefer is going to really change how we manage patients in a hospital. If done right, it can help us become proactive instead of reactive. This will require us to change a lot of processes though.

Is a longitudinal health record possible in any format? I’m beginning to think that it’s a pipe dream that will never happen. At least not with our current documentation requirements.

I find time studies like these very interesting. However, the thing I hate about them is that we don’t have a time study from before implementing EHR software so we could compare how a physician used their time before EHR and after. No doubt over 50% of their time being spent on documentation and not face-to-face with the patient feels bad. However, how far off was this from where we were in the paper world?

Looking at the chart, prescription refills can be faster in an EHR. Secure messages can be faster with an EHR since you’re not playing phone tag which was the process before secure messages. Telephone encounters were likely the same. That leaves just the progress notes as the one thing that could be more time consuming in an EHR than the paper chart. How much more is the real question. Paper chart progress notes weren’t all that fast either. That’s why stacks of paper charts that weren’t completed were always sitting on physicians’ desks.

I guess the core question I would ask is, “Are EHRs the reason doctors hate medicine, or are the ongoing regulations and requirements that have been heaped on doctors the real problem?” My guess is that all this documentation overheard that’s being required of doctors was a problem in the paper world, but has been exacerbated in the EHR world. What do you think?

About the author

John Lynn

John Lynn

John Lynn is the Founder of the, a network of leading Healthcare IT resources. The flagship blog, Healthcare IT Today, contains over 13,000 articles with over half of the articles written by John. These EMR and Healthcare IT related articles have been viewed over 20 million times.

John manages Healthcare IT Central, the leading career Health IT job board. He also organizes the first of its kind conference and community focused on healthcare marketing, Healthcare and IT Marketing Conference, and a healthcare IT conference,, focused on practical healthcare IT innovation. John is an advisor to multiple healthcare IT companies. John is highly involved in social media, and in addition to his blogs can be found on Twitter: @techguy.