Looking across decades of research, scientists say the way your tea is made — and what gets added to it — may help explain why some versions don’t stack up nutritionally.

Many people consider a cup of tea to be the remedy to virtually anything that ails you. Feel a cold coming on? Have a tummy ache? Stressed out? Tea is often the answer. Surely tea can do no wrong, ...