During the home defeat to Liverpool, there were \chants of 'sack the board' towards the end of the game and at full-time, while another supporter got on the pitch after the final whistle to remonstrate directly with players Anthony Gordon, Seamus Coleman and Abdoulaye Doucoure.
A number of Everton fan groups have now come together to collectively announce their intention to protest during the club's next fixture, with a mass walkout planned for the 27th minute.
A statement shared across social media read: "27 years without a trophy is unacceptable.
"Show your feet on 27 minutes during the game against Arsenal on Monday evening and leave your seat.
"Let's show that the incompetence from the top at Everton Football Club cannot continue.
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