First time filer

Hello,

I am married, have two kids , and am a first time filer. My husband and I are new and didn't know a lot about the difference b/t filing separately or jointly. He has filled as married separately in his 2021 tax return and got already a refund. When I file, is it possible to amend his tax return so that we file as married jointly. Please advise. Thanks!