Gather all ingredients.
Place beef in the slow cooker.
Mix flour, salt, and pepper together in a small bowl; pour over beef and stir until coated.
Add beef broth, carrots, potatoes, onion, celery, Worcestershire sauce, paprika, garlic, and bay leave; stir to combine.
Cover, and cook until beef is tender enough to cut with a spoon, on Low for 8 to 12 hours, or on High for 4 to 6 hours.
Serve hot and enjoy!
