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A new study from social scientists at Caltech has revealed that it takes an average of six months to form the habit of going to the gym, while it takes an average of a few weeks to form the habit of washing hands. The study is the first to use machine learning tools to study habit formation, and was conducted in partnership with 24 Hour Fitness and a company that used RFID technology to monitor hand-washing in hospitals.