Hi Penny!
Thank you for bringing your question to the Disney Parks Moms Panel!
While my days of needing a stroller have long been over, I definitely remember the necessity of having a good one when my boys were little.
You can absolutely take a jogging stroller if that is what will be the most convenient for you. As stated on the
restricted personal items page of the Walt Disney World website, the strollers must be no larger than 36" x 52" (92 x 132 cm).
There are also strollers available to rent at all of the theme parks and Disney Springs, if you prefer not to bring one from home. This
link will take you to the stroller rental information page. One thing I like about the rental strollers are the larger wheels. They make navigating the busy sidewalks easier. Your jogging stroller will probably be good in that aspect, too.
I hope this helps! Please let me know if you have any other questions as you plan your magical vacation.