Heat oil in a large pot over medium heat. Add flour and cook, stirring constantly, until the mixture turns a dark brown color (this is the roux), about 10 minutes.
Add onion, bell pepper, celery and garlic. Cook for 5 minutes.
Stir in chicken broth and bring to a boil. Reduce heat to low and stir in thyme, bay leaf and Worcestershire sauce.