We're thinking of bringing our Jeep jogging stroller. Is this a bad idea? Is it too big? Is it likely to get swiped?

I'm worried about the flimsiness of an umbrella stroller. I'm hoping to use the stroller to store the diapers and stuff we have to carry with us.

Our son will be 15 months when we go.