Have you shared your attendance expectations?
It can be tempting to downplay the time commitment required for board service, but a better practice is to be upfront about your attendance expectations with prospective members during the board recruitment process.
Ask your recruits to sign a board member agreement that includes an attendance policy and revisit it annually.