That really depends on what kind of income you have now. PA does not tax Social Security or certain kinds of retirement income, but it would be possible for you to still have some sort of income taxable in PA even if you are not "going to work."
https://www.revenue.pa.gov/FormsandPublications/PAPersonalIncomeTaxGuide/Pages/Brief-Overview-Filing...
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