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Clockwork Research

Roster analysis

Measuring risk through roster analysis

Using fatigue analysis software to predict the fatigue associated with rosters is a powerful way to gain an objective and operation-wide understanding of the extent to which rosters may be increasing fatigue. Clockwork Research uses fatigue models and statistical analysis to estimate the fatigue associated with different rosters. This enables us to identify fatigue hotspots, for example certain bases or routes, and to suggest adjustments to rosters to reduce fatigue.

But which biomathematical model should you use? And how do you interpret the data the model generates? The Clockwork team provides clients with impartial advice regarding the different models, to enable them to select the one that will be most appropriate for their needs. We train crew logistics and safety investigators how to use models as well as advising on data collection, analysis and producing reports to explain model results clearly.


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We have been working closely with Clockwork since 2013. They have been instrumental in the airline successfully setting up an effective fatigue programme, through an in-depth analysis of the airlines operations and produced excellent training materials to improve the crew understanding of fatigue. The staff at Clockwork are extremely knowledgeable and professional, making it easy to achieve good results in reducing the risks associated with fatigue in our very complex quote

Russel Ellis

Director, Operations Control

Air Astana

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Clockwork’s insights and experience enabled us to improve our data collection rates and their analytical skills offered invaluable insights into operational issues. It is fair to say that Clockwork has caused us to completely rethink our LOSA process, turning it into a true added-value quote

Norman MacLeod

Human Factors Manager

Cathay Pacific Airlines

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Luxair has built a strong link to Clockwork over the past years. Not only did they help us to develop successful fatigue surveys with our cabin and cockpit crews but they also played a major role in the development of our fatigue reporting, our FRMS training and the analysis of our scheduling practices. Clockwork's staff were always open to our ideas/thoughts and with their professionalism and dedication helped us achieve our goal of mitigating fatigue related risks through our quote

Pascal Kremer

Safety Manager