Use Apple Watch 9 with iPad without iPhone

I own an iPad Air 5 (M1). With recent update, Health app caught my attention and I am interested to buy an Apple Watch. I do not use my phone much and thus have no interest in buying an iPhone. With fully functional health app on iPad and all connectivity, do I need to buy an iPhone if I wish to buy an Apple Watch?