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Dan Chamberlain, Head of Data Science


Recent Posts

Geek Speak: Managing fatigue in your healthcare team's rotas

By Dan Chamberlain, Head of Data Science on March 31, 2020 at 10:16 AM

Managing fatigue in your healthcare team's rotas.

 
We know that the fatigue of healthcare professionals directly affects the safety and quality of care received by patients [1] and that the reason for fatigue among these people is often the result of rotas that are created to satisfy too much patient demand with too few staff and the resultant output places more shifts or hours onto these workers as the patients must be treated!
 
In the U.K we work with a number of NHS & other healthcare practices and are familiar with the the junior doctor contract and working time directives set our for those professionals and while they do set some hard rules to prevent the worst instances of rota-caused fatigue, we often hear that they do not provide enough guidance to schedule-makers to determine when a combination of different schedule factors can leave doctors overtired and patients at risk.
 
The Australian Medical Association National Code of Practice defines a risk score that can be used to assess every seven days of a rota [2]. The risk score was validated and the factors were found to be associated with excessive sleepiness [3].
 
 
Here at Rotageek we decided to help our healthcare teams plan better schedules by implementing the AMA risk score into our schedule analysis tools. It can be used in real time while making a schedule to warn when a particular doctor passes a threshold risk score or when the group of doctors on shift have an average risk score above some threshold. It can also be used to look across an entire rota period to spot trends in risk score to identify problem spots (see below image).
 
 
As we look to solve some of the issues we hear again and again from healthcare professionals, this is just one example of the features we have built (& are building) to reduce admin and rota planning and allow more time with patients!
 
If you have any questions about how we approach scheduling in healthcare, please don't hesitate to get in touch via hello@rotageek.com! 🚀 
 

References:
[1] West CP, Tan AD, Habermann TM, Sloan JA, Shanafelt TD. Association of Resident Fatigue and Distress With Perceived Medical Errors. JAMA. 2009;302(12):1294–1300. doi:10.1001/jama.2009.1389
[3] Gander P, Purnell H, Garden A, Woodward A. Work patterns and fatigue-related risk among junior doctors. Occup Environ Med. 2007;64(11):733–738. doi:10.1136/oem.2006.030916
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Geek Speak: COVID-19 x Fairly distribute reduced hours

By Dan Chamberlain, Head of Data Science on March 19, 2020 at 7:21 AM

Fair hours distribution of team hours when demand has significantly dropped.

COVID-19 is causing significant economic disruption and this means customer demand has dropped significantly for our retail and food service customers. Scheduling managers will be looking to reduce the hours that their colleagues work, both to spend less as sales drop and reduce the risk of infection spread amongst their staff. To help them with this, Rotageek provides two pieces of functionality:
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